From 6456d5ac0a7af55e53a6de3d3f59ffe8e03325d1 Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Wed, 14 May 2025 15:23:37 -0400 Subject: [PATCH 1/9] fix Client.get_items --- pystac_client/client.py | 23 +- .../test_get_items_non_recursion.yaml | 232 + ...ion_collections_required_without_ids.yaml} | 16839 +++++++++++++++- ..._recursion_no_collections_without_ids.yaml | 516 + .../test_recursion_on_fallback.yaml | 354 + tests/test_client.py | 43 +- 6 files changed, 17981 insertions(+), 26 deletions(-) create mode 100644 tests/cassettes/test_client/test_get_items_non_recursion.yaml rename tests/cassettes/test_client/{test_get_items_without_ids.yaml => test_get_items_recursion_collections_required_without_ids.yaml} (57%) create mode 100644 tests/cassettes/test_client/test_get_items_recursion_no_collections_without_ids.yaml create mode 100644 tests/cassettes/test_client/test_recursion_on_fallback.yaml diff --git a/pystac_client/client.py b/pystac_client/client.py index f7eb7c6c..6d86de64 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -443,27 +443,34 @@ def get_collections(self) -> Iterator[Collection]: call_modifier(self.modifier, collection) yield collection - def get_items( - self, *ids: str, recursive: bool | None = None - ) -> Iterator["Item_Type"]: + def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: """Return all items of this catalog. Args: ids: Zero or more item ids to find. - recursive: unused in pystac-client, but needed for falling back to pystac + recursive : If True, search this catalog and all children for the + item; otherwise, only search the items of this catalog. Defaults + to True. Return: Iterator[Item]: Iterator of items whose parent is this catalog. """ if self.conforms_to(ConformanceClasses.ITEM_SEARCH): - search = self.search(ids=ids) + if recursive: + search = self.search(ids=ids) + try: + yield from search.items() + return + except APIError: + child_catalogs = [catalog for catalog, _, _ in self.walk()] + search = self.search(ids=ids, collections=[self, *child_catalogs]) + else: + search = self.search(ids=ids, collections=[self.id]) yield from search.items() else: self._warn_about_fallback("ITEM_SEARCH") - for item in super().get_items( - *ids, recursive=recursive is None or recursive - ): + for item in super().get_items(*ids, recursive=recursive): call_modifier(self.modifier, item) yield item diff --git a/tests/cassettes/test_client/test_get_items_non_recursion.yaml b/tests/cassettes/test_client/test_get_items_non_recursion.yaml new file mode 100644 index 00000000..f3f020e9 --- /dev/null +++ b/tests/cassettes/test_client/test_get_items_non_recursion.yaml @@ -0,0 +1,232 @@ +interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/ + response: + body: + string: '{"type":"Catalog","id":"microsoft-pc","title":"Microsoft Planetary + Computer STAC API","description":"Searchable spatiotemporal metadata describing + Earth science datasets hosted by the Microsoft Planetary Computer","stac_version":"1.0.0","conformsTo":["https://api.stacspec.org/v1.0.0/collections","https://api.stacspec.org/v1.0.0/item-search#fields","https://api.stacspec.org/v1.0.0/core","https://api.stacspec.org/v1.0.0/item-search#sort","http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/filter","https://api.stacspec.org/v1.0.0/item-search","http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","https://api.stacspec.org/v1.0.0/ogcapi-features","https://api.stacspec.org/v1.0.0-rc.2/item-search#filter","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","https://api.stacspec.org/v1.0.0/item-search#query","http://www.opengis.net/spec/cql2/1.0/conf/cql2-text","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","http://www.opengis.net/spec/cql2/1.0/conf/cql2-json"],"links":[{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"data","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections"},{"rel":"conformance","type":"application/json","title":"STAC/OGC + conformance classes implemented by this server","href":"https://planetarycomputer.microsoft.com/api/stac/v1/conformance"},{"rel":"search","type":"application/geo+json","title":"STAC + search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"GET"},{"rel":"search","type":"application/geo+json","title":"STAC + search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"POST"},{"rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/queryables","method":"GET"},{"rel":"child","type":"application/json","title":"Daymet + Annual Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr"},{"rel":"child","type":"application/json","title":"Daymet + Daily Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Seamless DEMs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Digital Surface Model","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm"},{"rel":"child","type":"application/json","title":"Forest + Inventory and Analysis","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia"},{"rel":"child","type":"application/json","title":"Sentinel + 1 Radiometrically Terrain Corrected (RTC)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc"},{"rel":"child","type":"application/json","title":"gridMET","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet"},{"rel":"child","type":"application/json","title":"Daymet + Annual North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na"},{"rel":"child","type":"application/json","title":"Daymet + Monthly North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na"},{"rel":"child","type":"application/json","title":"Daymet + Annual Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi"},{"rel":"child","type":"application/json","title":"Daymet + Monthly Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi"},{"rel":"child","type":"application/json","title":"Daymet + Monthly Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr"},{"rel":"child","type":"application/json","title":"gNATSGO + Soil Database - Tables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables"},{"rel":"child","type":"application/json","title":"HGB: + Harmonized Global Biomass for 2010","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb"},{"rel":"child","type":"application/json","title":"Copernicus + DEM GLO-30","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30"},{"rel":"child","type":"application/json","title":"Copernicus + DEM GLO-90","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"child","type":"application/json","title":"TerraClimate","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"child","type":"application/json","title":"Earth + Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"child","type":"application/json","title":"GPM + IMERG","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr"},{"rel":"child","type":"application/json","title":"gNATSGO + Soil Database - Rasters","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Height above Ground","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag"},{"rel":"child","type":"application/json","title":"10m + Annual Land Use Land Cover (9-class) V2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02"},{"rel":"child","type":"application/json","title":"GOES-R + Cloud & Moisture Imagery","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi"},{"rel":"child","type":"application/json","title":"CONUS404","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Intensity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Point Source","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid"},{"rel":"child","type":"application/json","title":"MTBS: + Monitoring Trends in Burn Severity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs"},{"rel":"child","type":"application/json","title":"C-CAP + Regional Land Cover and Change","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Point Cloud","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc"},{"rel":"child","type":"application/json","title":"MODIS + Burned Area Monthly","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061"},{"rel":"child","type":"application/json","title":"ALOS + Forest/Non-Forest Annual Mosaic","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Returns","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns"},{"rel":"child","type":"application/json","title":"MoBI: + Map of Biodiversity Importance","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi"},{"rel":"child","type":"application/json","title":"Landsat + Collection 2 Level-2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2"},{"rel":"child","type":"application/json","title":"ERA5 + - PDS","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds"},{"rel":"child","type":"application/json","title":"Chloris + Biomass","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass"},{"rel":"child","type":"application/json","title":"HydroForecast + - Kwando & Upper Zambezi Rivers","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast"},{"rel":"child","type":"application/json","title":"Planet-NICFI + Basemaps (Analytic)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic"},{"rel":"child","type":"application/json","title":"MODIS + Gross Primary Productivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061"},{"rel":"child","type":"application/json","title":"MODIS + Land Surface Temperature/Emissivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061"},{"rel":"child","type":"application/json","title":"Daymet + Daily Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Digital Terrain Model (Native)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Classification","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification"},{"rel":"child","type":"application/json","title":"USGS + 3DEP Lidar Digital Terrain Model","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm"},{"rel":"child","type":"application/json","title":"USGS + Gap Land Cover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap"},{"rel":"child","type":"application/json","title":"MODIS + Gross Primary Productivity 8-Day Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061"},{"rel":"child","type":"application/json","title":"Planet-NICFI + Basemaps (Visual)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual"},{"rel":"child","type":"application/json","title":"Global + Biodiversity Information Facility (GBIF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif"},{"rel":"child","type":"application/json","title":"MODIS + Net Primary Production Yearly Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061"},{"rel":"child","type":"application/json","title":"MODIS + Surface Reflectance 8-Day (500m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061"},{"rel":"child","type":"application/json","title":"ALOS + World 3D-30m","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem"},{"rel":"child","type":"application/json","title":"ALOS + PALSAR Annual Mosaic","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic"},{"rel":"child","type":"application/json","title":"Deltares + Global Water Availability","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability"},{"rel":"child","type":"application/json","title":"MODIS + Net Evapotranspiration Yearly Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061"},{"rel":"child","type":"application/json","title":"MODIS + Land Surface Temperature/3-Band Emissivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061"},{"rel":"child","type":"application/json","title":"US + Census","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census"},{"rel":"child","type":"application/json","title":"JRC + Global Surface Water","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw"},{"rel":"child","type":"application/json","title":"Deltares + Global Flood Maps","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods"},{"rel":"child","type":"application/json","title":"MODIS + Nadir BRDF-Adjusted Reflectance (NBAR) Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061"},{"rel":"child","type":"application/json","title":"MODIS + Surface Reflectance 8-Day (250m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061"},{"rel":"child","type":"application/json","title":"MODIS + Thermal Anomalies/Fire Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061"},{"rel":"child","type":"application/json","title":"HREA: + High Resolution Electricity Access","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea"},{"rel":"child","type":"application/json","title":"MODIS + Vegetation Indices 16-Day (250m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061"},{"rel":"child","type":"application/json","title":"MODIS + Thermal Anomalies/Fire 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061"},{"rel":"child","type":"application/json","title":"Sentinel-2 + Level-2A","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a"},{"rel":"child","type":"application/json","title":"MODIS + Leaf Area Index/FPAR 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061"},{"rel":"child","type":"application/json","title":"MODIS + Land Surface Temperature/Emissivity Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061"},{"rel":"child","type":"application/json","title":"MODIS + Leaf Area Index/FPAR 4-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061"},{"rel":"child","type":"application/json","title":"MODIS + Vegetation Indices 16-Day (500m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061"},{"rel":"child","type":"application/json","title":"Daymet + Daily North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na"},{"rel":"child","type":"application/json","title":"Land + Cover of Canada","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover"},{"rel":"child","type":"application/json","title":"MODIS + Snow Cover 8-day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061"},{"rel":"child","type":"application/json","title":"ECMWF + Open Data (real-time)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast"},{"rel":"child","type":"application/json","title":"NOAA + MRMS QPE 24-Hour Pass 2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2"},{"rel":"child","type":"application/json","title":"Sentinel + 1 Level-1 Ground Range Detected (GRD)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd"},{"rel":"child","type":"application/json","title":"NASADEM + HGT v001","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem"},{"rel":"child","type":"application/json","title":"Esri + 10-Meter Land Cover (10-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc"},{"rel":"child","type":"application/json","title":"Landsat + Collection 2 Level-1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1"},{"rel":"child","type":"application/json","title":"Denver + Regional Council of Governments Land Use Land Cover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc"},{"rel":"child","type":"application/json","title":"Chesapeake + Land Cover (7-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7"},{"rel":"child","type":"application/json","title":"Chesapeake + Land Cover (13-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13"},{"rel":"child","type":"application/json","title":"Chesapeake + Land Use","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu"},{"rel":"child","type":"application/json","title":"NOAA + MRMS QPE 1-Hour Pass 1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1"},{"rel":"child","type":"application/json","title":"NOAA + MRMS QPE 1-Hour Pass 2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2"},{"rel":"child","type":"application/json","title":"Monthly + NOAA U.S. Climate Gridded Dataset (NClimGrid)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"child","type":"application/json","title":"USDA + Cropland Data Layers (CDLs)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl"},{"rel":"child","type":"application/json","title":"Urban + Innovation Eclipse Sensor Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse"},{"rel":"child","type":"application/json","title":"ESA + Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"child","type":"application/json","title":"ESA + Climate Change Initiative Land Cover Maps (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf"},{"rel":"child","type":"application/json","title":"FWS + National Wetlands Inventory","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi"},{"rel":"child","type":"application/json","title":"USGS + LCMAP CONUS Collection 1.3","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13"},{"rel":"child","type":"application/json","title":"USGS + LCMAP Hawaii Collection 1.0","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10"},{"rel":"child","type":"application/json","title":"NOAA + US Tabular Climate Normals","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular"},{"rel":"child","type":"application/json","title":"NOAA + US Gridded Climate Normals (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf"},{"rel":"child","type":"application/json","title":"GOES-R + Lightning Detection","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"child","type":"application/json","title":"NOAA + US Gridded Climate Normals (Cloud-Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded"},{"rel":"child","type":"application/json","title":"ASTER + L1T","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t"},{"rel":"child","type":"application/json","title":"CIL + Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa"},{"rel":"child","type":"application/json","title":"NAIP: + National Agriculture Imagery Program","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip"},{"rel":"child","type":"application/json","title":"10m + Annual Land Use Land Cover (9-class) V1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class"},{"rel":"child","type":"application/json","title":"Biodiversity + Intactness","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity"},{"rel":"child","type":"application/json","title":"Sea + Surface Temperature - WHOI CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi"},{"rel":"child","type":"application/json","title":"Global + Ocean Heat Content CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content"},{"rel":"child","type":"application/json","title":"CIL + Global Downscaled Projections for Climate Impacts Research (CC0-1.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0"},{"rel":"child","type":"application/json","title":"CIL + Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by"},{"rel":"child","type":"application/json","title":"Sea + Surface Temperature - WHOI CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf"},{"rel":"child","type":"application/json","title":"Sea + Surface Temperature - Optimum Interpolation CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation"},{"rel":"child","type":"application/json","title":"MODIS + Snow Cover Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061"},{"rel":"child","type":"application/json","title":"Sentinel-5P + Level-2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Water (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Global + Ocean Heat Content CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Global Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Land (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Land Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Land Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Sea Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Ocean Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30"},{"rel":"child","type":"application/json","title":"Microsoft + Building Footprints","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Fire Radiative Power","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Land Surface Reflectance and Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Top of Atmosphere Reflectance (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf"},{"rel":"child","type":"application/json","title":"ESA + WorldCover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover"},{"rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","title":"OpenAPI + service description","href":"https://planetarycomputer.microsoft.com/api/stac/v1/openapi.json"},{"rel":"service-doc","type":"text/html","title":"OpenAPI + service documentation","href":"https://planetarycomputer.microsoft.com/api/stac/v1/docs"}],"stac_extensions":[]}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3361' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:56 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181856Z-r159ff9f48bhfp8mhC1YTO8gk00000000da0000000009414 + status: + code: 200 + message: OK +- request: + body: '{"collections": ["microsoft-pc"]}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '33' + Content-Type: + - application/json + User-Agent: + - python-requests/2.32.3 + method: POST + uri: https://planetarycomputer.microsoft.com/api/stac/v1/search + response: + body: + string: '{"type":"FeatureCollection","features":[],"links":[{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search"}]}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '264' + Content-Type: + - application/geo+json + Date: + - Wed, 14 May 2025 18:18:57 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + x-azure-ref: + - 20250514T181856Z-r159ff9f48b424hkhC1YTOqggg000000033000000000gr5w + status: + code: 200 + message: OK +version: 1 diff --git a/tests/cassettes/test_client/test_get_items_without_ids.yaml b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml similarity index 57% rename from tests/cassettes/test_client/test_get_items_without_ids.yaml rename to tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml index 13ba8499..c38cbb14 100644 --- a/tests/cassettes/test_client/test_get_items_without_ids.yaml +++ b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml @@ -16,7 +16,7 @@ interactions: body: string: '{"type":"Catalog","id":"microsoft-pc","title":"Microsoft Planetary Computer STAC API","description":"Searchable spatiotemporal metadata describing - Earth science datasets hosted by the Microsoft Planetary Computer","stac_version":"1.0.0","conformsTo":["http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","https://api.stacspec.org/v1.0.0-rc.2/item-search#filter","https://api.stacspec.org/v1.0.0/item-search#fields","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","http://www.opengis.net/spec/cql2/1.0/conf/cql2-json","https://api.stacspec.org/v1.0.0/ogcapi-features","http://www.opengis.net/spec/cql2/1.0/conf/cql2-text","http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2","https://api.stacspec.org/v1.0.0/item-search#query","https://api.stacspec.org/v1.0.0/collections","http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/filter","https://api.stacspec.org/v1.0.0/item-search","https://api.stacspec.org/v1.0.0/core","https://api.stacspec.org/v1.0.0/item-search#sort"],"links":[{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"data","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections"},{"rel":"conformance","type":"application/json","title":"STAC/OGC + Earth science datasets hosted by the Microsoft Planetary Computer","stac_version":"1.0.0","conformsTo":["http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","https://api.stacspec.org/v1.0.0/item-search#fields","https://api.stacspec.org/v1.0.0-rc.2/item-search#filter","https://api.stacspec.org/v1.0.0/item-search#sort","https://api.stacspec.org/v1.0.0/item-search","http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","https://api.stacspec.org/v1.0.0/collections","https://api.stacspec.org/v1.0.0/ogcapi-features","https://api.stacspec.org/v1.0.0/item-search#query","http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/filter","http://www.opengis.net/spec/cql2/1.0/conf/cql2-json","https://api.stacspec.org/v1.0.0/core","http://www.opengis.net/spec/cql2/1.0/conf/cql2-text"],"links":[{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"data","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections"},{"rel":"conformance","type":"application/json","title":"STAC/OGC conformance classes implemented by this server","href":"https://planetarycomputer.microsoft.com/api/stac/v1/conformance"},{"rel":"search","type":"application/geo+json","title":"STAC search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"GET"},{"rel":"search","type":"application/geo+json","title":"STAC search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"POST"},{"rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/queryables","method":"GET"},{"rel":"child","type":"application/json","title":"Daymet @@ -34,13 +34,13 @@ interactions: Soil Database - Tables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables"},{"rel":"child","type":"application/json","title":"HGB: Harmonized Global Biomass for 2010","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb"},{"rel":"child","type":"application/json","title":"Copernicus DEM GLO-30","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30"},{"rel":"child","type":"application/json","title":"Copernicus - DEM GLO-90","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"child","type":"application/json","title":"GOES-R - Cloud & Moisture Imagery","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi"},{"rel":"child","type":"application/json","title":"TerraClimate","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"child","type":"application/json","title":"Earth + DEM GLO-90","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"child","type":"application/json","title":"TerraClimate","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"child","type":"application/json","title":"Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"child","type":"application/json","title":"GPM IMERG","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr"},{"rel":"child","type":"application/json","title":"gNATSGO Soil Database - Rasters","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters"},{"rel":"child","type":"application/json","title":"USGS 3DEP Lidar Height above Ground","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag"},{"rel":"child","type":"application/json","title":"10m - Annual Land Use Land Cover (9-class) V2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02"},{"rel":"child","type":"application/json","title":"USGS + Annual Land Use Land Cover (9-class) V2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02"},{"rel":"child","type":"application/json","title":"GOES-R + Cloud & Moisture Imagery","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi"},{"rel":"child","type":"application/json","title":"CONUS404","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404"},{"rel":"child","type":"application/json","title":"USGS 3DEP Lidar Intensity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity"},{"rel":"child","type":"application/json","title":"USGS 3DEP Lidar Point Source","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid"},{"rel":"child","type":"application/json","title":"MTBS: Monitoring Trends in Burn Severity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs"},{"rel":"child","type":"application/json","title":"C-CAP @@ -101,8 +101,7 @@ interactions: Land Use","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu"},{"rel":"child","type":"application/json","title":"NOAA MRMS QPE 1-Hour Pass 1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1"},{"rel":"child","type":"application/json","title":"NOAA MRMS QPE 1-Hour Pass 2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2"},{"rel":"child","type":"application/json","title":"Monthly - NOAA U.S. Climate Gridded Dataset (NClimGrid)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"child","type":"application/json","title":"GOES-R - Lightning Detection","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"child","type":"application/json","title":"USDA + NOAA U.S. Climate Gridded Dataset (NClimGrid)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"child","type":"application/json","title":"USDA Cropland Data Layers (CDLs)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl"},{"rel":"child","type":"application/json","title":"Urban Innovation Eclipse Sensor Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse"},{"rel":"child","type":"application/json","title":"ESA Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"child","type":"application/json","title":"ESA @@ -111,7 +110,8 @@ interactions: LCMAP CONUS Collection 1.3","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13"},{"rel":"child","type":"application/json","title":"USGS LCMAP Hawaii Collection 1.0","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10"},{"rel":"child","type":"application/json","title":"NOAA US Tabular Climate Normals","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular"},{"rel":"child","type":"application/json","title":"NOAA - US Gridded Climate Normals (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf"},{"rel":"child","type":"application/json","title":"NOAA + US Gridded Climate Normals (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf"},{"rel":"child","type":"application/json","title":"GOES-R + Lightning Detection","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"child","type":"application/json","title":"NOAA US Gridded Climate Normals (Cloud-Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded"},{"rel":"child","type":"application/json","title":"ASTER L1T","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t"},{"rel":"child","type":"application/json","title":"CIL Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa"},{"rel":"child","type":"application/json","title":"NAIP: @@ -127,14 +127,16 @@ interactions: Snow Cover Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061"},{"rel":"child","type":"application/json","title":"Sentinel-5P Level-2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Water (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Global - Ocean Heat Content CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 + Ocean Heat Content CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30"},{"rel":"child","type":"application/json","title":"Sentinel-3 Global Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Land (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Land Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Land Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Sea Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Ocean Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"child","type":"application/json","title":"Microsoft + Ocean Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30"},{"rel":"child","type":"application/json","title":"Microsoft Building Footprints","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings"},{"rel":"child","type":"application/json","title":"Sentinel-3 Fire Radiative Power","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 Land Surface Reflectance and Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 @@ -159,11 +161,11 @@ interactions: Connection: - keep-alive Content-Length: - - '3297' + - '3360' Content-Type: - application/json Date: - - Fri, 09 Aug 2024 15:13:40 GMT + - Wed, 14 May 2025 18:17:40 GMT Strict-Transport-Security: - max-age=31536000; includeSubDomains X-Cache: @@ -173,7 +175,7 @@ interactions: vary: - Accept-Encoding x-azure-ref: - - 20240809T151340Z-1674bbd94ccr56pfqknwrbqmxg0000000ry0000000002ycs + - 20250514T181739Z-r15d8f49c9b8x526hC1YTOx9c00000000aug000000003cd6 status: code: 200 message: OK @@ -194,6 +196,16811 @@ interactions: - python-requests/2.32.3 method: POST uri: https://planetarycomputer.microsoft.com/api/stac/v1/search + response: + body: + string: collection is required + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '22' + Content-Type: + - text/plain; charset=utf-8 + Date: + - Wed, 14 May 2025 18:17:40 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + x-azure-ref: + - 20250514T181740Z-r15d8f49c9b7zs9thC1YTOzh1n0000000aug000000002f1m + status: + code: 422 + message: Unprocessable Entity +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr + response: + body: + string: '{"id":"daymet-annual-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-pr","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Annual Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + annual Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual + Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the annual Puerto Rico Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual + Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the annual + Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","Puerto + Rico","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL + DAAC","roles":["producer"]}],"description":"Annual climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, + S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km + Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual + average snow water equivalent","cell_methods":"area: mean time: sum within + days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual + average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"annual average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days + since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["annual","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual + climate summaries on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2763' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:40 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181740Z-r15d8f49c9bm4cvkhC1YTOeaw80000000ad0000000001cn1 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi + response: + body: + string: '{"id":"daymet-daily-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-hi","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Daily Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + daily Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily + Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob + File System of the daily Hawaii Daymet Zarr Group on Azure Blob Storage for + use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily + Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the daily Hawaii + Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor + Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL + DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather + parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include + the following parameters: minimum temperature, maximum temperature, precipitation, + shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, + M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet + Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, + Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily + average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily + average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow + water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"snow + water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: + mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily + total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily + total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight + average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daylight + average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: + mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily + maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"daily minimum temperature","cell_methods":"area: mean time: + minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily + minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"day of + year (DOY) starting with day 1 on January 1st"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"day + of year (DOY) starting with day 1 on January 1st"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["daily","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily + surface weather data on a 1-km grid for Hawaii","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2820' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:41 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181740Z-r15d8f49c9bhbxpnhC1YTObr5c0000000370000000000c04 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless + response: + body: + string: '{"id":"3dep-seamless","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless"},{"rel":"license","href":"https://www.usgs.gov/faqs/what-are-terms-uselicensing-map-services-and-data-national-map?qt-news_science_products=0#qt-news_science_products","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-seamless","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Seamless DEMs","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/threedep.png","type":"image/png","roles":["thumbnail"],"title":"USGS + 3DEP"},"geoparquet-items":{"href":"abfs://items/3dep-seamless.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-174.001666666983,-15.00166666667,164.0016666666,84.00166666666]]},"temporal":{"interval":[["1925-01-01T00:00:00Z","2020-05-06T00:00:00Z"]]}},"license":"PDDL-1.0","keywords":["USGS","3DEP","NED","Elevation","DEM"],"providers":[{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[10,30]},"description":"U.S.-wide + digital elevation data at horizontal resolutions ranging from one to sixty + meters.\n\nThe [USGS 3D Elevation Program (3DEP) Datasets](https://www.usgs.gov/core-science-systems/ngp/3dep) + from the [National Map](https://www.usgs.gov/core-science-systems/national-geospatial-program/national-map) + are the primary elevation data product produced and distributed by the USGS. + The 3DEP program provides raster elevation data for the conterminous United + States, Alaska, Hawaii, and the island territories, at a variety of spatial + resolutions. The seamless DEM layers produced by the 3DEP program are updated + frequently to integrate newly available, improved elevation source data. \n\nDEM + layers are available nationally at grid spacings of 1 arc-second (approximately + 30 meters) for the conterminous United States, and at approximately 1, 3, + and 9 meters for parts of the United States. Most seamless DEM data for Alaska + is available at a resolution of approximately 60 meters, where only lower + resolution source data exist.\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"]},"gpkg":{"type":"application/geopackage+sqlite3","roles":["metadata"]},"metadata":{"type":"application/xml","roles":["metadata"]},"thumbnail":{"type":"image/jpeg","roles":["thumbnail"]}},"stac_version":"1.0.0","msft:container":"3dep","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"U.S.-wide + digital elevation data at horizontal resolutions ranging from one to sixty + meters","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1451' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:41 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181741Z-174fc647fd5k9jvvhC1YTOwk640000000b8g000000002hpu + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm + response: + body: + string: '{"id":"3dep-lidar-dsm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dsm","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Digital Surface Model","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dsm-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-dsm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DSM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It creates a Digital Surface Model (DSM) using [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to output a collection of Cloud Optimized GeoTIFFs, removing all points that + have been classified as noise.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"COG data","raster:bands":[{"type":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Z + PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Digital Surface Model (DSM) Cloud Optimized Geotiffs + (COGs).","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1361' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:42 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181741Z-r159ff9f48bbxz4mhC1YTOmd4g000000035000000000dgn0 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia + response: + body: + string: '{"id":"fia","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia"},{"rel":"license","href":"https://www.fs.usda.gov/rds/archive/datauseinfo/open","type":"text/html","title":"USDA + Open Access Data Use Agreement"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/fia","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Forest + Inventory and Analysis","assets":{"guide":{"href":"https://www.fia.fs.fed.us/library/database-documentation/current/ver80/FIADB%20User%20Guide%20P2_8-0.pdf","type":"application/pdf","roles":["metadata"],"title":"Database + Description and User Guide"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fia.png","type":"image/gif","title":"Forest + Inventory and Analysis"},"geoparquet-items":{"href":"abfs://items/fia.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[138.06,0.92,163.05,9.78],[165.28,4.57,172.03,14.61],[131.13,2.95,134.73,8.1],[-124.763068,24.523096,-66.949895,49.384358],[-179.148909,51.214183,-129.974167,71.365162],[172.461667,51.357688,179.77847,53.01075],[-178.334698,18.910361,-154.806773,28.402123],[144.618068,13.234189,144.956712,13.654383],[-67.945404,17.88328,-65.220703,18.515683],[144.886331,14.110472,146.064818,20.553802],[-65.085452,17.673976,-64.564907,18.412655],[-171.089874,-14.548699,-168.1433,-11.046934],[-178.334698,18.910361,-154.806773,28.402123]]},"temporal":{"interval":[["2020-06-01T00:00:00Z",null]]}},"license":"CC0-1.0","keywords":["Forest","Species","Carbon","Biomass","USDA","Forest + Service"],"providers":[{"url":"https://www.fia.fs.fed.us/","name":"Forest + Inventory & Analysis","roles":["producer","licensor"]},{"url":"https://carbonplan.org/","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"Status + and trends on U.S. forest location, health, growth, mortality, and production, + from the U.S. Forest Service''s [Forest Inventory and Analysis](https://www.fia.fs.fed.us/) + (FIA) program.\n\nThe Forest Inventory and Analysis (FIA) dataset is a nationwide + survey of the forest assets of the United States. The FIA research program + has been in existence since 1928. FIA''s primary objective is to determine + the extent, condition, volume, growth, and use of trees on the nation''s forest + land.\n\nDomain: continental U.S., 1928-2018\n\nResolution: plot-level (irregular + polygon)\n\nThis dataset was curated and brought to Azure by [CarbonPlan](https://carbonplan.org/).\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset + root","table:storage_options":{"account_name":"cpdataeuwest"}}},"stac_version":"1.0.0","table:tables":[{"name":"Survey + Table","description":"Survey table. This table contains one record for each + year an inventory is conducted in a State for annual inventory or one record + for each periodic inventory.

* SURVEY.CN = PLOT.SRV_CN links the unique + inventory record for a State and year to the plot records.","msft:item_name":"survey"},{"name":"County + Table","description":"County table. This table contains survey unit codes + and is also a reference table for the county codes and names.

* COUNTY.CN + = PLOT.CTY_CN links the unique county record to the plot record.","msft:item_name":"county"},{"name":"Plot + Table","description":"Plot table. This table provides information relevant + to the entire 1-acre field plot. This table links to most other tables, and + the linkage is made using PLOT.CN = TABLE_NAME.PLT_CN (TABLE_NAME is the name + of any table containing the column name PLT_CN). Below are some examples of + linking PLOT to other tables.

* PLOT.CN = COND.PLT_CN links the unique + plot record to the condition class record(s).

* PLOT.CN = SUBPLOT.PLT_CN + links the unique plot record to the subplot records.

* PLOT.CN = TREE.PLT_CN + links the unique plot record to the tree records.

* PLOT.CN = SEEDLING.PLT_CN + links the unique plot record to the seedling records.","msft:item_name":"plot"},{"name":"Condition + Table","description":"Condition table. This table provides information on + the discrete combination of landscape attributes that define the condition + (a condition will have the same land class, reserved status, owner group, + forest type, stand-size class, regeneration status, and stand density).

* + PLOT.CN = COND.PLT_CN links the condition class record(s) to the plot table. +

* COND.PLT_CN = SITETREE.PLT_CN and COND.CONDID = SITETREE.CONDID + links the condition class record to the site tree data.

* COND.PLT_CN + = TREE.PLT_CN and COND.CONDID = TREE.CONDID links the condition class record + to the tree data.","msft:item_name":"cond"},{"name":"Subplot Table","description":"Subplot + table. This table describes the features of a single subplot. There are multiple + subplots per 1-acre field plot and there can be multiple conditions sampled + on each subplot.

* PLOT.CN = SUBPLOT.PLT_CN links the unique plot + record to the subplot records.

* SUBPLOT.PLT_CN = COND.PLT_CN and + SUBPLOT.MACRCOND = COND.CONDID links the macroplot conditions to the condition + class record.

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.SUBPCOND + = COND.CONDID links the subplot conditions to the condition class record. +

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.MICRCOND = COND.CONDID + links the microplot conditions to the condition class record.","msft:item_name":"subplot"},{"name":"Subplot + Condition Table","description":"Subplot condition table. This table contains + information about the proportion of a subplot in a condition.

* PLOT.CN + = SUBP_COND.PLT_CN links the subplot condition class record to the plot table. +

* SUBP_COND.PLT_CN = COND.PLT_CN and SUBP_COND.CONDID = COND.CONDID + links the condition class records found on the four subplots to the subplot + description.","msft:item_name":"subp_cond"},{"name":"boundary","description":"Boundary + table. This table provides a description of the demarcation line between two + conditions that occur on a single subplot","msft:item_name":"boundary"},{"name":"Subplot + Condition Change Matrix","description":"Subplot condition change matrix table. + This table contains information about the mix of current and previous conditions + that occupy the same area on the subplot.

* PLOT.CN = SUBP_COND_CHNG_MTRX.PLT_CN + links the subplot condition change matrix records to the unique plot record. +

* PLOT.PREV_PLT_CN = SUBP_COND_CHNG_MTRX.PREV_PLT_CN links the subplot + condition change matrix records to the unique previous plot record.","msft:item_name":"subp_cond_chng_mtrx"},{"name":"Tree + Table","description":"Tree table. This table provides information for each + tree 1 inch in diameter and larger found on a microplot, subplot, or core + optional macroplot.

* PLOT.CN = TREE.PLT_CN links the tree records + to the unique plot record.

* COND.PLT_CN = TREE.PLT_CN and COND.CONDID + = TREE.CONDID links the tree records to the unique condition record.","msft:item_name":"tree"},{"name":"Tree + Woodland Stems Table","description":"Tree woodland stems table. This table + stores data for the individual stems of a woodland species tree. Individual + woodland stem diameter measurements contribute to the calculation of the diameter + stored on the parent TREE table record.

* TREE.CN = TREE_WOODLAND_STEMS.TRE_CN + links a woodland stems record to the corresponding unique tree record.","msft:item_name":"tree_woodland_stems"},{"name":"Tree + Regional Biomass Table","description":"Tree regional biomass table. This table + contains biomass estimates computed using equations and methodology that varies + by FIA work unit. This table retains valuable information for generating biomass + estimates that match earlier published reports.

* TREE.CN = TREE_REGIONAL_BIOMASS.TRE_CN + links a tree regional biomass record to the corresponding unique tree.","msft:item_name":"tree_regional_biomass"},{"name":"Tree + Net Growth, Removal, and Mortality Component Table","description":"Tree net + growth, removal, and mortality component table. This table stores information + used to compute net growth, removals, and mortality estimates for remeasurement + trees. Each remeasurement tree has a single record in this table.

* + TREE_GRM_COMPONENT.TRE_CN = TREE.TRE_CN links the records in this table to + the corresponding tree record in the TREE table.","msft:item_name":"tree_grm_component"},{"name":"Tree + Net Growth, Removal, and Mortality Midpoint Table","description":"Tree net + growth, removal, and mortality midpoint table. This table contains information + about a remeasured tree at the midpoint of the remeasurement period. It does + not contain a record for every tree. Midpoint estimates are computed for trees + that experience mortality, removal, or land use diversion or reversion. The + information in this table is used to compute net growth, removal, and mortality + estimates on remeasurement trees.

* TREE_GRM_MIDPT.TRE_CN = TREE.TRE_CN + links the records in this table to the corresponding tree record in the TREE + table.","msft:item_name":"tree_grm_midpt"},{"name":"Tree Net Growth, Removal, + and Mortality Begin Table","description":"Tree net growth, removal, and mortality + begin table. This table contains information for remeasured trees where values + have been calculated for the beginning of the remeasurement period. Only those + trees where information was recalculated for time 1 (T1) are included. The + information in this table is used to produce net growth, removal and mortality + estimates on remeasured trees.

* TREE_GRM_BEGIN.TRE_CN = TREE.TRE_CN + links the records in this table to the corresponding tree record in the TREE + table.","msft:item_name":"tree_grm_begin"},{"name":"Tree Net Growth, Removal, + and Mortality Estimation Table","description":"Tree net growth, removal, and + mortality estimation table. This table contains information used to produce + estimates of growth, removals and mortality.

* PLOT.CN = TREE_GRM_ESTN.PLT_CN + links the tree GRM estimation records to the unique plot record.

* + TREE.CN = TREE_GRM_ESTN.TRE_CN links the tree GRM estimation records to the + unique tree record.","msft:item_name":"tree_grm_estn"},{"name":"Seedling Table","description":"Seedling + table. This table provides a count of the number of live trees of a species + found on a microplot that are less than 1 inch in diameter but at least 6 + inches in length for conifer species or at least 12 inches in length for hardwood + species.

* PLOT.CN = SEEDLING.PLT_CN links the seedling records to + the unique plot record.

* COND.PLT_CN = SEEDLING.PLT_CN and COND.CONDID + = SEEDLING.CONDID links the condition record to the seedling record.","msft:item_name":"seedling"},{"name":"Site + Tree Table","description":"Site tree table. This table provides information + on the site tree(s) collected in order to calculate site index and/or site + productivity information for a condition.

* PLOT.CN = SITETREE.PLT_CN + links the site tree records to the unique plot record.

* SITETREE.PLT_CN + = COND.PLT_CN and SITETREE.CONDID = COND.CONDID links the site tree record(s) + to the unique condition class record.","msft:item_name":"sitetree"},{"name":"Invasive + Subplot Species Table","description":"Invasive subplot species table. This + table provides percent cover data of invasive species identified on the subplot. +

* PLOT.CN = INVASIVE_SUBPLOT_SPP.PLT_CN links the invasive subplot + species record(s) to the unique plot record.

* SUBP_COND.PLT_CN = + INVASIVE_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = INVASIVE_SUBPLOT_SPP.CONDID + and SUBP_COND.SUBP = INVASIVE_SUBPLOT_SPP.SUBP links the invasive subplot + species record(s) to the unique subplot condition record.

* INVASIVE_SUBPLOT_SPP.VEG_SPCD + = REF_PLANT_DICTIONARY.SYMBOL links the invasive vegetation subplot NRCS species + code to the plant dictionary reference species code.","msft:item_name":"invasive_subplot_spp"},{"name":"Phase + 2 Vegetation Subplot Species Table","description":"Phase 2 Vegetation subplot + species table. This table provides percent cover data of vegetation species + identified on the subplot.

* PLOT.CN = P2VEG_SUBPLOT_SPP.PLT_CN links + the vegetation subplot species record(s) to the unique plot record.

* + SUBP_COND.PLT_CN = P2VEG_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = P2VEG_SUBPLOT_SPP.CONDID + and SUBP_COND.SUBP = P2VEG_SUBPLOT_SPP.SUBP links the vegetation subplot species + record(s) to the unique subplot condition record.

* P2VEG_SUBPLOT_SPP.VEG_SPCD + = REF_PLANT_DICTIONARY.SYMBOL links the P2 vegetation subplot NRCS species + code to the plant dictionary reference species code.","msft:item_name":"p2veg_subplot_spp"},{"name":"Phase + 2 Vegetation Subplot Structure Table","description":"Phase 2 Vegetation subplot + structure table. This table provides percent cover by layer by growth habit. +

* PLOT.CN = P2VEG_SUBP_STRUCTURE. PLT_CN links the subplot structure + record(s) to the unique plot record.

* SUBP_COND.PLT_CN = P2VEG_SUBP_STRUCTURE.PLT_CN + and SUBP_COND.CONDID = P2VEG_SUBP_STRUCTURE.CONDID and SUBP_COND.SUBP = P2VEG_SUBP_STRUCTURE.SUBP + links the vegetation subplot structure record(s) to the unique subplot condition + record.","msft:item_name":"p2veg_subp_structure"},{"name":"Down Woody Material + Visit Table","description":"Down woody material visit table. This table provides + general information on down woody material indicator visit, such as the date + of the DWM survey.

* PLOT.CN = DWM_VISIT.PLT_CN links the down woody + material indicator visit record to the unique plot record.","msft:item_name":"dwm_visit"},{"name":"Down + Woody Material Coarse Woody Debris Table","description":"Down woody material + coarse woody debris table. This table provides information for each piece + of coarse woody debris measured along the transects.

* PLOT.CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN + links the down woody material coarse woody debris records to the unique plot + record.

* COND.PLT_CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN and COND.CONDID= + DWM_COARSE_WOODY_DEBRIS.CONDID links the coarse woody debris records to the + unique condition record.","msft:item_name":"dwm_coarse_woody_debris"},{"name":"Down + Woody Material Duff, Litter, Fuel Table","description":"Down woody material + duff, litter, fuel table. This table provides information on the duff, litter, + fuelbed depths measured at a point on the transects.

* PLOT.CN = DWM_DUFF_LITTER_FUEL.PLT_CN + links the duff, litter, fuelbed records to the unique plot record.

* + COND.PLT_CN = DWM_DUFF_LITTER_FUEL.PLT_CN and COND.CONDID= DWM_DUFF_LITTER_FUEL.CONDID + links the duff, litter, fuel records to the unique condition record.","msft:item_name":"dwm_duff_litter_fuel"},{"name":"Down + Woody Material Fine Woody Debris Table","description":"Down woody material + fine woody debris table. This table provides information on the fine woody + debris measured along a segment of the transects.

* PLOT.CN = DWM_FINE_WOODY_DEBRIS.PLT_CN + links the fine woody debris records to the unique plot record.

* COND.PLT_CN + = DWM_FINE_WOODY_DEBRIS.PLT_CN and COND.CONDID= DWM_FINE_WOODY_DEBRIS.CONDID + links the fine woody debris records to the unique condition record.","msft:item_name":"dwm_fine_woody_debris"},{"name":"Down + Woody Material Microplot Fuel Table","description":"Down woody material microplot + fuel table. This table provides information on the fuel loads (shrubs and + herbs) measured on the microplot.

* PLOT.CN = DWM_MICROPLOT_FUEL.PLT_CN + links the microplot fuel records to the unique plot record.","msft:item_name":"dwm_microplot_fuel"},{"name":"Down + Woody Material Residual Pile Table","description":"Down woody material residual + pile table. This table provides information on the wood piles measured on + the subplot.

* PLOT.CN = DWM_RESIDUAL_PILE.PLT_CN links the wood piles + records to the unique plot record.

* COND.PLT_CN = DWM_RESIDUAL_PILE.PLT_CN + and COND.CONDID= DWM_RESIDUAL_PILE.CONDID links the wood piles records to + the unique condition record.","msft:item_name":"dwm_residual_pile"},{"name":"Down + Woody Material Transect Segment Table","description":"Down woody material + transect segment table. This table describes the down woody material transect + segment lengths by condition class.

* PLOT.CN = DWM_TRANSECT_SEGMENT.PLT_CN + links the down woody material transect length records to the unique plot record. +

* COND.PLT_CN = DWM_TRANSECT_SEGMENT.PLT_CN and COND.CONDID= DWM_TRANSECT_SEGMENT.CONDID + links the down woody material transect segment records to the unique condition + record.","msft:item_name":"dwm_transect_segment"},{"name":"Condition Down + Woody Material Calculation Table","description":"Condition down woody material + calculation table. This table contains calculated values and condition-level + estimates for down woody attributes by plot number (PLOT), condition class + number (CONDID), and evaluation identifier (EVALID).

* PLOT.CN = COND_DWM_CALC.PLT_CN + links the down woody material calculation records to the unique plot record. +

* COND.CN = COND_DWM_CALC.CND_CN links the down woody material calculation + records to the unique condition record.

* POP_STRATUM. CN = COND_DWM_CALC.STRATUM_CN + links the down woody material calculation records to the unique population + stratum record.","msft:item_name":"cond_dwm_calc"},{"name":"Plot Regeneration + Table","description":"Plot regeneration table. This table contains the information + for the four subplots describing the amount of animal browse pressure exerted + on the regeneration of trees.

* PLOT.CN = PLOT_REGEN.PLT_CN links + the unique plot record to the unique plot regeneration record.","msft:item_name":"plot_regen"},{"name":"Subplot + Regeneration Table","description":"Subplot regeneration table. This table + provides information on the subplot survey status and the site survey limitations, + if any, for the tree regeneration study.

* PLOT.CN = SUBPLOT_REGEN.PLT_CN + links the unique plot record to the subplot regeneration records.

* + SUBPLOT.PLT_CN = SUBPLOT_REGEN.PLT_CN and SUBPLOT.SUBP = SUBPLOT_REGEN.SUBP + links the subplot record to the subplot regeneration record.","msft:item_name":"subplot_regen"},{"name":"Seedling + Regeneration Table","description":"Seedling regeneration. This table contains + provides information on the seedling count by condition, species, source, + and length class for the tree regeneration study.

* PLOT.CN = SEEDLING_REGEN.PLT_CN + links the unique plot record to the seedling regeneration records.

* + COND.PLT_CN = SEEDLING_REGEN.PLT_CN and COND.CONDID = SEEDLING_REGEN.CONDID + links the regeneration seedling records to the unique condition record.","msft:item_name":"seedling_regen"},{"name":"Population + Estimation Unit Table","description":"Population estimation unit table. This + table contains information about estimation units. An estimation unit is a + geographic area that can be drawn on a map. It has a known area, and the sampling + intensity must be the same within a stratum within an estimation unit. Generally, + estimation units are contiguous areas, but exceptions are made when certain + ownerships, usually National Forests, are sampled at different intensities. + One record in the POP_ESTN_UNIT table corresponds to a single estimation unit. + POP_ESTN_UNIT.CN = POP_STRATUM.ESTN_UNIT_CN links the unique stratified geographical + area (ESTN_UNIT) to the strata (STRATUMCD) that are assigned to each ESTN_UNIT.","msft:item_name":"pop_estn_unit"},{"name":"Population + Evaluation Table","description":"Population evaluation table. This table provides + information about evaluations. An evaluation is the combination of a set of + plots (the sample) and a set of Phase 1 data (obtained through remote sensing, + called a stratification) that can be used to produce population estimates + for a State (an evaluation may be created to produce population estimates + for a region other than a State, such as the Black Hills National Forest). + A record in the POP_EVAL table identifies one evaluation and provides some + descriptive information about how the evaluation may be used.

* POP_ESTN_UNIT.EVAL_CN + = POP_EVAL.CN links the unique evaluation identifier (EVALID) in the POP_EVAL + table to the unique geographical areas (ESTN_UNIT) that are stratified. Within + a population evaluation (EVALID) there can be multiple population estimation + units, or geographic areas across which there are a number of values being + estimated (e.g., estimation of volume across counties for a given State).","msft:item_name":"pop_eval"},{"name":"Population + Evaluation Attribute Table","description":"Population evaluation attribute + table. This table provides information as to which population estimates can + be provided by an evaluation. If an evaluation can produce only 22 of all + the population estimates in the REF_POP_ATTRIBUTE table, there will be 22 + records in the POP_EVAL_ATTRIBUTE table (one per population estimate) for + that evaluation.

* POP_EVAL.CN = POP_EVAL_ATTRIBUTE.EVAL_CN links + the unique evaluation identifier to the list of population estimates that + can be derived for that evaluation.","msft:item_name":"pop_eval_attribute"},{"name":"Population + Evaluation Group Table","description":"Population evaluation group table. + This table lists and describes the evaluation groups. One record in the POP_EVAL_GRP + table can be linked to all the evaluations that were used in generating estimates + for a State inventory report.

* POP_EVAL_GRP.CN = POP_EVAL_TYP.EVAL_GRP_CN + links the evaluation group record to the evaluation type record.","msft:item_name":"pop_eval_grp"},{"name":"Population + Evaluation Type Table","description":"Population evaluation type table. This + table provides information on the type of evaluations that were used to generate + a set of tables for an inventory report. In a typical State inventory report, + one evaluation is used to generate an estimate of the total land area; a second + evaluation is used to generate current estimates of volume, numbers of trees + and biomass; and a third evaluation is used for estimating growth, removals + and mortality.

* POP_EVAL_TYP.EVAL_CN = POP_EVAL.CN links the evaluation + type record to the evaluation record.

* POP_EVAL_TYP.EVAL_GRP_CN = + POP_EVAL_GRP.CN links the evaluation type record to the evaluation group record. +

* POP_EVAL_TYP.EVAL_TYP = REF_POP_EVAL_TYP_DESCR.EVAL_TYP links an + evaluation type record to an evaluation type description reference record.","msft:item_name":"pop_eval_typ"},{"name":"Population + Plot Stratum Assignment Table","description":"Population plot stratum assignment + table. This table provides a way to assign stratum information to a plot. + Stratum information is assigned to a plot by overlaying the plot''s location + on the Phase 1 imagery. Plots are linked to their appropriate stratum for + an evaluation via the POP_PLOT_STRATUM_ASSGN table.

* POP_PLOT_STRATUM_ASSGN.PLT_CN + = PLOT.CN links the stratum assigned to the plot record.","msft:item_name":"pop_plot_stratum_assgn"},{"name":"Population + Stratum Table","description":"Population stratum table. This table provides + information about individual strata. The area within an estimation unit is + divided into strata. The area for each stratum can be calculated by determining + the proportion of Phase 1 pixels/plots in each stratum and multiplying that + proportion by the total area in the estimation unit. Information for a single + stratum is stored in a single record of the POP_STRATUM table.

* POP_STRATUM.CN + = POP_PLOT_STRATUM_ASSGN.STRATUM_CN links the defined stratum to each plot.","msft:item_name":"pop_stratum"},{"name":"Plot + Geometry Table","description":"Plot geometry table. This table contains geometric + attributes associated with the plot location, such as the hydrological unit + and roadless codes.

* PLOTGEOM.CN = PLOT.CN links the unique plot + record between the two tables.","msft:item_name":"plotgeom"},{"name":"Plot + Snapshot Table","description":"Plot snapshot table. This table combines the + information in the PLOT table with information in the PLOT_EVAL_GRP and POP_STRATUM + tables to provide a snapshot of the plot records with their associated expansion + and adjustment factors.

* PLOTSNAP.CN = PLOT.CN links the unique plot + record between the two tables.","msft:item_name":"plotsnap"}],"msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Status + and trends on U.S. forest location, health, growth, mortality, and production, + from the U.S. Forest Service''s Forest Inventory and Analysis (FIA) program","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '6385' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:42 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181742Z-r159ff9f48bskz5phC1YTOp5g80000000cw00000000036ex + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc + response: + body: + string: "{\"id\":\"sentinel-1-rtc\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"title\":\"CC + BY 4.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/sentinel-1-rtc\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sentinel + 1 Radiometrically Terrain Corrected (RTC)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-rtc.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sentinel + 1 RTC\"},\"geoparquet-items\":{\"href\":\"abfs://items/sentinel-1-rtc.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"MS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2014-10-10T00:28:21Z\",null]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"ESA\",\"Copernicus\",\"Sentinel\",\"C-Band\",\"SAR\",\"RTC\"],\"providers\":[{\"url\":\"https://catalyst.earth\",\"name\":\"Catalyst\",\"roles\":[\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"licensor\"]}],\"summaries\":{\"platform\":[\"SENTINEL-1A\",\"SENTINEL-1B\"],\"constellation\":[\"Sentinel-1\"],\"s1:resolution\":[\"high\"],\"s1:orbit_source\":[\"DOWNLINK\",\"POEORB\",\"PREORB\",\"RESORB\"],\"sar:looks_range\":[5],\"sat:orbit_state\":[\"ascending\",\"descending\"],\"sar:product_type\":[\"GRD\"],\"sar:looks_azimuth\":[1],\"sar:polarizations\":[[\"VV\",\"VH\"],[\"HH\",\"HV\"],[\"VV\"],[\"VH\"],[\"HH\"]],\"sar:frequency_band\":[\"C\"],\"s1:processing_level\":[\"1\"],\"sar:instrument_mode\":[\"IW\"],\"sar:center_frequency\":[5.405],\"sar:resolution_range\":[20],\"s1:product_timeliness\":[\"NRT-10m\",\"NRT-1h\",\"NRT-3h\",\"Fast-24h\",\"Off-line\",\"Reprocessing\"],\"sar:resolution_azimuth\":[22],\"sar:pixel_spacing_range\":[10],\"sar:observation_direction\":[\"right\"],\"sar:pixel_spacing_azimuth\":[10],\"sar:looks_equivalent_number\":[4.4],\"sat:platform_international_designator\":[\"2014-016A\",\"2016-025A\",\"0000-000A\"]},\"description\":\"The + [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) mission + is a constellation of two polar-orbiting satellites, operating day and night + performing C-band synthetic aperture radar imaging. The Sentinel-1 Radiometrically + Terrain Corrected (RTC) data in this collection is a radiometrically terrain + corrected product derived from the [Ground Range Detected (GRD) Level-1](https://planetarycomputer.microsoft.com/dataset/sentinel-1-grd) + products produced by the European Space Agency. The RTC processing is performed + by [Catalyst](https://catalyst.earth/).\\n\\nRadiometric Terrain Correction + accounts for terrain variations that affect both the position of a given point + on the Earth's surface and the brightness of the radar return, as expressed + in radar geometry. Without treatment, the hill-slope modulations of the radiometry + threaten to overwhelm weaker thematic land cover-induced backscatter differences. + Additionally, comparison of backscatter from multiple satellites, modes, or + tracks loses meaning.\\n\\nA Planetary Computer account is required to retrieve + SAS tokens to read the RTC data. See the [documentation](http://planetarycomputer.microsoft.com/docs/concepts/sas/#when-an-account-is-needed) + for more information.\\n\\n### Methodology\\n\\nThe Sentinel-1 GRD product + is converted to calibrated intensity using the conversion algorithm described + in the ESA technical note ESA-EOPG-CSCOP-TN-0002, [Radiometric Calibration + of S-1 Level-1 Products Generated by the S-1 IPF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/sentinel-1/S1-Radiometric-Calibration-V1.0.pdf). + The flat earth calibration values for gamma correction (i.e. perpendicular + to the radar line of sight) are extracted from the GRD metadata. The calibration + coefficients are applied as a two-dimensional correction in range (by sample + number) and azimuth (by time). All available polarizations are calibrated + and written as separate layers of a single file. The calibrated SAR output + is reprojected to nominal map orientation with north at the top and west to + the left.\\n\\nThe data is then radiometrically terrain corrected using PlanetDEM + as the elevation source. The correction algorithm is nominally based upon + D. Small, [\u201CFlattening Gamma: Radiometric Terrain Correction for SAR + Imagery\u201D](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/sentinel-1/2011_Flattening_Gamma.pdf), + IEEE Transactions on Geoscience and Remote Sensing, Vol 49, No 8., August + 2011, pp 3081-3093. For each image scan line, the digital elevation model + is interpolated to determine the elevation corresponding to the position associated + with the known near slant range distance and arc length for each input pixel. + The elevations at the four corners of each pixel are estimated using bilinear + resampling. The four elevations are divided into two triangular facets and + reprojected onto the plane perpendicular to the radar line of sight to provide + an estimate of the area illuminated by the radar for each earth flattened + pixel. The uncalibrated sum at each earth flattened pixel is normalized by + dividing by the flat earth surface area. The adjustment for gamma intensity + is given by dividing the normalized result by the cosine of the incident angle. + Pixels which are not illuminated by the radar due to the viewing geometry + are flagged as shadow.\\n\\nCalibrated data is then orthorectified to the + appropriate UTM projection. The orthorectified output maintains the original + sample sizes (in range and azimuth) and was not shifted to any specific grid.\\n\\nRTC + data is processed only for the Interferometric Wide Swath (IW) mode, which + is the main acquisition mode over land and satisfies the majority of service + requirements.\\n\",\"item_assets\":{\"hh\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"HH: horizontal + transmit, horizontal receive\",\"description\":\"Terrain-corrected gamma naught + values of signal transmitted with horizontal polarization and received with + horizontal polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"hv\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"HV: + horizontal transmit, vertical receive\",\"description\":\"Terrain-corrected + gamma naught values of signal transmitted with horizontal polarization and + received with vertical polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"vh\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"VH: + vertical transmit, horizontal receive\",\"description\":\"Terrain-corrected + gamma naught values of signal transmitted with vertical polarization and received + with horizontal polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"vv\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"VV: + vertical transmit, vertical receive\",\"description\":\"Terrain-corrected + gamma naught values of signal transmitted with vertical polarization and received + with vertical polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"sentinel-1\",\"msft:container\":\"sentinel1-grd-rtc\",\"stac_extensions\":[\"https://stac-extensions.github.io/sar/v1.0.0/schema.json\",\"https://stac-extensions.github.io/sat/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"sentinel1euwestrtc\",\"msft:requires_account\":true,\"msft:short_description\":\"Radiometrically + terrain corrected SAR imagery derived from the Sentinel 1 Level 1 GRD product.\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3110' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:42 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181742Z-r159ff9f48b2q84rhC1YTOsqp00000000ce000000000h14n + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet + response: + body: + string: '{"id":"gridmet","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","type":"text/html","title":"CC0 + 1.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gridmet","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"gridMET","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gridmet.png","role":["thumbnail"],"type":"image/png","title":"gridMET + thumbnail"},"zarr-abfs":{"href":"abfs://gridmet/gridmet.zarr","type":"application/vnd+zarr","roles":["data","zarr"],"description":"Azure + Blob File System URI of the gridMET Zarr Group on Azure Blob Storage for use + with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"ai4edataeuwest"}},"zarr-https":{"href":"https://ai4edataeuwest.blob.core.windows.net/gridmet/gridmet.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"gridMET + HTTPS Zarr root","description":"HTTPS URI of the gridMET Zarr Group on Azure + Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-124.76666663333334,25.066666666666666,-67.05833330000002,49.400000000000006]]},"temporal":{"interval":[["1979-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["gridMET","Water","Precipitation","Temperature","Vapor + Pressure","Climate"],"providers":[{"url":"https://developmentseed.org/","name":"Development + Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"http://www.climatologylab.org/gridmet.html","name":"Climatology + Lab","roles":["producer"]},{"url":"http://onlinelibrary.wiley.com/doi/10.1002/joc.3413/full","name":"Abatzoglou, + J.T.","roles":["producer"]}],"description":"gridMET is a dataset of daily + surface meteorological data at approximately four-kilometer resolution, covering + the contiguous U.S. from 1979 to the present. These data can provide important + inputs for ecological, agricultural, and hydrological models.\n","stac_version":"1.0.0","cube:variables":{"wind_speed":{"type":"data","unit":"m/s","attrs":{"units":"m/s","long_name":"vs","dimensions":"lon + lat time","description":"Daily Mean Wind Speed","grid_mapping":"crs","standard_name":"vs","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + Mean Wind Speed"},"air_temperature":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"tmmn","dimensions":"lon + lat time","description":"Daily Minimum Temperature","grid_mapping":"crs","standard_name":"tmmn","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + Minimum Temperature"},"burning_index_g":{"type":"data","unit":"Unitless","attrs":{"units":"Unitless","long_name":"bi","dimensions":"lon + lat time","description":"BI-G","grid_mapping":"crs","standard_name":"bi","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"BI-G"},"relative_humidity":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"rmin","dimensions":"lon + lat time","description":"Daily Minimum Relative Humidity","grid_mapping":"crs","standard_name":"rmin","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + Minimum Relative Humidity"},"specific_humidity":{"type":"data","unit":"kg/kg","attrs":{"units":"kg/kg","long_name":"sph","dimensions":"lon + lat time","description":"Daily mean specific humidity","grid_mapping":"crs","standard_name":"sph","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + mean specific humidity"},"wind_from_direction":{"type":"data","unit":"Degrees + Clockwise from north","attrs":{"units":"Degrees Clockwise from north","long_name":"th","dimensions":"lon + lat time","description":"Daily mean wind direction","grid_mapping":"crs","standard_name":"th","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + mean wind direction"},"precipitation_amount":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"pr","dimensions":"lon + lat time","description":"Daily Accumulated Precipitation","grid_mapping":"crs","standard_name":"pr","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + Accumulated Precipitation"},"dead_fuel_moisture_100hr":{"type":"data","unit":"Percent","attrs":{"units":"Percent","long_name":"fm100","dimensions":"lon + lat time","description":"100 hour fuel moisture","grid_mapping":"crs","standard_name":"fm100","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"100 + hour fuel moisture"},"dead_fuel_moisture_1000hr":{"type":"data","unit":"Percent","attrs":{"units":"Percent","long_name":"fm1000","dimensions":"lon + lat time","description":"1000 hour fuel moisture","grid_mapping":"crs","standard_name":"fm1000","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"1000 + hour fuel moisture"},"mean_vapor_pressure_deficit":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"vpd","dimensions":"lon + lat time","description":"mean vapor presure deficit","grid_mapping":"crs","standard_name":"vpd","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"mean + vapor presure deficit"},"potential_evapotranspiration":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"pet","dimensions":"lon + lat time","description":"Daily reference evapotranspiration (short grass)","grid_mapping":"crs","standard_name":"pet","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + reference evapotranspiration (short grass)"},"surface_downwelling_shortwave_flux_in_air":{"type":"data","unit":"W + m-2","attrs":{"units":"W m-2","long_name":"srad","dimensions":"lon lat time","description":"Daily + Mean downward shortwave radiation at surface","grid_mapping":"crs","standard_name":"srad","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily + Mean downward shortwave radiation at surface"}},"msft:container":"gridmet","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[25.066666666666666,49.400000000000006],"description":"latitude","reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-124.76666663333334,-67.05833330000002],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["1979-01-01T00:00:00Z","2020-12-31T00:00:00Z"],"description":"time"}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Daily + high-spatial resolution surface meteorological data covering the contiguous + United States from 1979 to the present","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1986' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:43 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181742Z-r159ff9f48b5kd5thC1YTObrgc00000005c000000000c74q + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na + response: + body: + string: '{"id":"daymet-annual-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-na","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Annual North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + annual North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual + North America Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the annual North America Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual + North America Daymet HTTPS Zarr root","description":"HTTPS URI of the annual + North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","North + America","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL + DAAC","roles":["producer"]}],"description":"Annual climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, + S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km + Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[8075,7814],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[8075,7814],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual + average snow water equivalent","cell_methods":"area: mean time: sum within + days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual + average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"annual average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days + since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["annual","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual + climate summaries on a 1-km grid for North America","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2766' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:43 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181743Z-r159ff9f48b6rnlxhC1YTO0cpg000000043000000000amrw + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na + response: + body: + string: '{"id":"daymet-monthly-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-na","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Monthly North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + monthly North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly + North America Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the monthly North America Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly + North America Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly + North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","North + America","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL + DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, + M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: + Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL + DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[2000,2000],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[2000,2000],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total snow water equivalent","cell_methods":"area: mean time: sum within days + time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly + total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["monthly","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly + climate summaries on a 1-km grid for North America","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2754' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:44 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181743Z-r159ff9f48btt24zhC1YTO3p7g000000040000000000gphh + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi + response: + body: + string: '{"id":"daymet-annual-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-hi","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Annual Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + annual Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual + Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob + File System of the annual Hawaii Daymet Zarr Group on Azure Blob Storage for + use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual + Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the annual Hawaii + Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor + Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL + DAAC","roles":["producer"]}],"description":"Annual climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, + S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km + Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual + average snow water equivalent","cell_methods":"area: mean time: sum within + days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual + average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"annual average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days + since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["annual","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual + climate summaries on a 1-km grid for Hawaii","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2758' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:44 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181744Z-r159ff9f48b6rnlxhC1YTO0cpg0000000440000000007ph0 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi + response: + body: + string: '{"id":"daymet-monthly-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-hi","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Monthly Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + monthly Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly + Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob + File System of the monthly Hawaii Daymet Zarr Group on Azure Blob Storage + for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly + Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly Hawaii + Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor + Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL + DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, + M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: + Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL + DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total snow water equivalent","cell_methods":"area: mean time: sum within days + time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly + total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["monthly","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly + climate summaries on a 1-km grid for Hawaii","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2741' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:45 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181745Z-r159ff9f48bkqtkzhC1YTOwa4s00000004wg000000001136 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr + response: + body: + string: '{"id":"daymet-monthly-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-pr","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Monthly Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + monthly Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly + Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the monthly Puerto Rico Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly + Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly + Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","Puerto + Rico","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL + DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived + from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 + km spatial resolution for five variables: minimum and maximum temperature, + precipitation, vapor pressure, and snow water equivalent. Annual averages + are provided for minimum and maximum temperature, vapor pressure, and snow + water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, + M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: + Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL + DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly + average of daily average vapor pressure","cell_methods":"area: mean time: + mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly + average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total snow water equivalent","cell_methods":"area: mean time: sum within days + time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly + total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly + total precipitation","cell_methods":"area: mean time: sum within days time: + sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly + total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: + mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly + average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum + temperature","cell_methods":"area: mean time: minimum within days time: mean + over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly + average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["monthly","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly + climate summaries on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2747' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:46 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181745Z-r159ff9f48bkqtkzhC1YTOwa4s00000004r000000000epn7 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables + response: + body: + string: '{"id":"gnatsgo-tables","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables"},{"rel":"about","href":"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf","type":"application/pdf","title":"gSSURGO + User Guide","description":"User guide for gSSURGO"},{"rel":"about","href":"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf","type":"application/pdf","title":"gNATSGO + Overview Slides","description":"Slides giving a high level overview of the + gNATSGO dataset"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/","title":"CC0 + 1.0 Universal Public Domain Dedication"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"gNATSGO + Soil Database - Tables","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-tables.png","type":"image/png","roles":["thumbnail"],"title":"gNATSGO"},"geoparquet-items":{"href":"abfs://items/gnatsgo-tables.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-170.8513,-14.3799,-169.4152,-14.1432],[138.0315,5.116,163.1902,10.2773],[144.6126,13.2327,144.9658,13.6572],[-159.7909,18.8994,-154.7815,22.2464],[170.969,6.0723,171.9169,8.71933],[145.0127,14.1086,145.9242,18.8172],[130.8048,2.9268,134.9834,8.0947],[157.3678,49.0546,-117.2864,71.4567],[-67.9506,17.014,-64.3973,19.3206],[-127.8881,22.8782,-65.2748,51.6039]]},"temporal":{"interval":[["2020-07-01T00:00:00Z","2020-07-01T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["Soils","NATSGO","SSURGO","STATSGO2","RSS","USDA","United + States"],"providers":[{"url":"https://www.nrcs.usda.gov/","name":"United States + Department of Agriculture, Natural Resources Conservation Service","roles":["licensor","producer","processor","host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"This + collection contains the table data for gNATSGO. This table data can be used + to determine the values of raster data cells for Items in the [gNATSGO Rasters](https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters) + Collection.\n\nThe gridded National Soil Survey Geographic Database (gNATSGO) + is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that + provides complete coverage of the best available soils information for all + areas of the United States and Island Territories. It was created by combining + data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic + Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single + seamless ESRI file geodatabase.\n\nSSURGO is the SPSD flagship soils database + that has over 100 years of field-validated detailed soil mapping data. SSURGO + contains soils information for more than 90 percent of the United States and + island territories, but unmapped land remains. STATSGO2 is a general soil + map that has soils data for all of the United States and island territories, + but the data is not as detailed as the SSURGO data. The Raster Soil Surveys + (RSSs) are the next generation soil survey databases developed using advanced + digital soil mapping methods.\n\nThe gNATSGO database is composed primarily + of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are + newer product with relatively limited spatial extent. These RSSs were merged + into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent + of RSS is expected to increase in the coming years.\n\nSee the [official documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625)","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"table:storage_options":{"account_name":"soils"}}},"stac_version":"1.0.0","table:tables":[{"name":"chaashto","description":"The + Horizon AASHTO table contains the American Association of State Highway Transportation + Officials classification(s) for the referenced horizon. One row in this table + is marked as the representative AASHTO classification for the horizon."},{"name":"chconsistence","description":"The + Horizon Consistence table contains descriptive terms of soil consistence -- + rupture resistance, plasticity, and stickiness -- for the referenced horizon. One + row in this table is marked as having the representative characteristics for + the horizon."},{"name":"chdesgnsuffix","description":"The Horizon Designation + Suffix table contains the designation suffix(es), one per row, for the referenced + horizon. For example, the \"h\" and \"s\" of a Bhs horizon appear as two + rows in this table."},{"name":"chfrags","description":"The Horizon Fragments + table lists the mineral and organic fragments that generally occur in the + referenced horizon. If the Volume % is greater than zero (low=5, RV=10, high=15) + in a row, the kind and size of fragment in that row exists everywhere this + horizon and component occur in the map unit. If the Volume % includes zero + (low=0, RV=5, high=10), the kind and size of fragment may exist in some places, + but not in others."},{"name":"chorizon","description":"The Horizon table lists + the horizon(s) and related data for the referenced map unit component. If + the horizon thickness is greater than zero (low=5, RV=8, high=12), the horizon + exists everywhere this component occurs. If the horizon thickness includes + zero (low=0, RV=1, high=3), the horizon may exist in some places, but not + in other places.\r\nHorizons that have two distinct parts, such as E/B or + E&Bt horizons, are recorded twice. Once for the characteristics of the first + part; and again on another row, using the same depths and thicknesses, for + the characteristics of the other part."},{"name":"chpores","description":"The + Horizon Pores table lists the voids for the referenced horizon. If the Quantity + is greater than zero (low=2, RV=5, high=10) in a row, the voids in that row + exist everywhere the horizon and component occur in the map unit. If the + Quantity includes zero (low=0, RV=2, high=5), the voids may exist in some + places, but not in others. More than one row can be marked as an RV row because + a horizon may have more than one size or shape of void."},{"name":"chstruct","description":"The + Horizon Structure table lists the individual soil structure size, grade, and + shape terms for the referenced horizon. Terms in this table are assembled + into a structure group string which is recorded in the Horizon Structure Group + table."},{"name":"chstructgrp","description":"The Horizon Structure Group + table lists the ranges of soil structure for the referenced horizon. The + row with the typically occurring structure is marked as being representative. The + entry in this table is based on grouping of entries in the Horizon Structure + table."},{"name":"chtext","description":"The Horizon Text table contains notes + and narrative descriptions related to the referenced horizon. Some notes + may provide additional information about the horizon for which there is no + explicit column for such data. In many cases, the table is empty for a particular + horizon."},{"name":"chtexture","description":"The Horizon Texture table lists + the individual texture(s), or term(s) used in lieu of texture, for the referenced + horizon. Only the unmodified texture terms are listed in the Horizon Texture + table; modifiers are listed in the Horizon Texture Modifier table. For example, + a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture Group table, + \"ls\" in the Horizon Texture table, and \"gr\" in the Horizon Texture Modifier + table."},{"name":"chtexturegrp","description":"The Horizon Texture Group table + lists the range of textures for the referenced horizon as a concatenation + of horizon texture and texture modifier(s). For example, a horizon that is + gravelly loamy sand in some places and gravelly loamy coarse sand in other + places is shown as GR-LS on one row and GR-LCOS on another row in this table. The + row with the typically occurring texture is identified as the RV row. Stratified + textures are shown in one row. For example, a horizon that is stratified + gravelly loamy fine sand and cobbly coarse sand is shown as SR- GR-LFS CB-COS + on one row and the Stratified? column for that row is marked \"yes\". If + two or more textures always occur together but are not stratified, all of + the textures are listed on one row and the Stratified? column for that row + is marked \"no\"."},{"name":"chtexturemod","description":"The Horizon Texture + Modifier table lists the texture modifier(s) for the referenced texture. For + example, a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture + Group table, \"ls\" in the Horizon Texture table, and \"gr\" in this table."},{"name":"chunified","description":"The + Horizon Unified table contains the Unified Soil Classification(s) for the + referenced horizon. One row in the Horizon Unified table is marked as the + representative Unified classification for the horizon."},{"name":"cocanopycover","description":"The + Component Canopy Cover table lists the overstory plants that typically occur + on the referenced map unit component."},{"name":"cocropyld","description":"The + Component Crop Yield table lists commonly grown crops and their expected range + in yields when grown on the referenced map unit component. Yields for the + map unit as a whole are given in the Mapunit Crop Yield table."},{"name":"codiagfeatures","description":"The + Component Diagnostic Features table lists the typical soil features, such + as ochric epipedon or cambic horizon, for the referenced map unit component."},{"name":"coecoclass","description":"The + Component Ecological Classification table identifies the ecological sites + typically associated with the referenced map unit component. These may include + the official NRCS forestland and rangland ecological sites, as well as those + of other classification systems, such as the USFS Habitat Types."},{"name":"coeplants","description":"The + Component Existing Plants table lists the plants, either rangeland or forestland + plants, that typically occur on the referenced map unit component."},{"name":"coerosionacc","description":"The + Component Erosion Accelerated table lists the kinds of accelerated erosion + that occur on the referenced map unit component. One row in this table is + marked as the representative kind of accelerated erosion for that component."},{"name":"coforprod","description":"The + Component Forest Productivity table lists the site index and the annual productivity + in cubic feet per acre per year (CAMI) of forest overstory tree species that + typically occur on the referenced map unit component."},{"name":"coforprodo","description":"The + Component Forest Productivity - Other table lists the site index and annual + productivity of forest overstory tree species in units other than cubic feet + per acre per year for trees that typically occur on the referenced map unit + component."},{"name":"cogeomordesc","description":"The Component Geomorphic + Description table lists the geomorphic features on which the referenced map + unit component typically occurs."},{"name":"cohydriccriteria","description":"The + Component Hydric Criteria table lists the hydric soil criteria met for those + referenced map unit components that are classified as a \"hydric soil.\""},{"name":"cointerp","description":"The + Component Interpretation table lists the predictions of behavior and limiting + features for specified uses made for the referenced map unit component."},{"name":"comonth","description":"The + Component Month table lists the monthly flooding and ponding characteristics + for the referenced map unit component. This table has one row for each month + of the year."},{"name":"component","description":"The Component table lists + the map unit components identified in the referenced map unit, and selected + properties of each component. If the Component % is greater than zero (low=65, + RV=75, high=90) for a component, that component exists in every delineation + of that mapunit. If the Component % includes zero (low=0, RV=50, high=90), + the component may exist in some delineations, but not in others."},{"name":"copm","description":"The + Component Parent Material table lists the individual parent material(s) for + the referenced map unit component. In some cases where soils developed + in multiple materials in a vertical sequence, that sequence will be noted. In + other cases multiple entries with no vertical sequence noted indicates the + soil may have formed in one of the materials listed."},{"name":"copmgrp","description":"The + Component Parent Material Group table lists the concatenated string of parent + material(s) in which the referenced map unit component formed based on entries + in the Component Parent Material table. For example, a component formed in + one parent material, such as loess, or one vertical sequence of parent materials, + such as loamy glacial drift over silty residuum weathered from shale, has + one row in this table. A component formed in one parent material in some + locations, but another parent material (or sequence of parent materials) in + other locations has two rows in this table, one for each parent material (or + sequence of parent materials). One row is identified as the representative + parent material."},{"name":"copwindbreak","description":"The Component Potential + Windbreak table lists the windbreak plant species commonly recommended for + the referenced map unit component. A windbreak plant listed in this table + may be used alone or in combination with other plants."},{"name":"corestrictions","description":"The + Component Restrictions table lists the root restrictive feature(s) or layer(s) + for the referenced map unit component. If the thickness of the restrictive + layer is greater than zero (low=5, RV=8, high=10), the restrictive layer exists + in all delineations of the map unit where the component occurs. If the thickness + of the restrictive layer includes zero (low=0, RV=2, high=5), the restrictive + layer may exist in some delineations, but not in others. This table will + be empty if the component does not have restrictive features, but could have + several rows if several restrictive features occur in the soil."},{"name":"cosoilmoist","description":"The + Component Soil Moisture table describes the typical soil moisture profile + for the referenced map unit component during the month referenced in the Component + Month table. The soil moisture profiles for each month, taken as a group + of twelve months, describe the representative situation for the component + throughout the year."},{"name":"cosoiltemp","description":"The Component Soil + Temperature table describes the typical soil temperature profile for the referenced + map unit component during the month referenced in the Component Month table. The + soil temperature profiles for each month, taken as a group of twelve months, + describe the representative situation for the component throughout the year."},{"name":"cosurffrags","description":"The + Component Surface Fragments table lists the organic or mineral fragments that + generally occur on the surface of the referenced map unit component. If the + cover percent is greater than zero (low=0.1, RV=1, high=3) for a row in this + table, the fragment is in every delineation of the map unit where the referenced + component occurs. If the Cover % includes zero (low=0, RV=0.01, high=1) for + a row in this table, the fragment may exist in some delineations and not in + others."},{"name":"cosurfmorphgc","description":"The Component Three Dimensional + Surface Morphometry table lists the typical geomorphic position (s) of the + referenced map unit component, in three dimension terms. The geomorphic position(s) + listed in this table apply to the geomorphic feature referenced in the Component + Geomorphic Description table."},{"name":"cosurfmorphhpp","description":"The + Component Two Dimensional Surface Morphometry table lists the geomorphic position(s) + of the referenced map unit component, in two dimensional hillslope profile + terms. The geomorphic position(s) listed in this table apply to the geomorphic + feature referenced in the Component Geomorphic Description table."},{"name":"cosurfmorphmr","description":"The + Component Microrelief Surface Morphometry table lists microrelief features + associated with the referenced geomorphic (microfeature) feature shown in + the Component Geomorphic Description table."},{"name":"cosurfmorphss","description":"The + Component Slope Shape Surface Morphometry table lists the geomorphic shape(s) + of the referenced map unit component, in slope shape terms. The slope shape + terms listed in this table apply to the referenced geomorphic feature shown + in the Component Geomorphic Description table."},{"name":"cotaxfmmin","description":"The + Component Taxonomic Family Mineralogy table lists the mineralogy characteristics, + as defined in Soil Taxonomy, that apply to the referenced map unit component."},{"name":"cotaxmoistcl","description":"The + Component Taxonomic Moisture Class table provides clear identification of + the intended taxonomic moisture class, as defined in Soil Taxonomy, that apply + to the referenced map unit component, even though moisture class is implied + at a higher taxonomic level. The class or classes listed in this table describe + the representative situation for the component."},{"name":"cotext","description":"The + Component Text table contains notes and narrative descriptions for the referenced + map unit component. In many cases, the table will be empty for a particular + component."},{"name":"cotreestomng","description":"The Component Trees To + Manage table lists the trees commonly recommended for managing on the referenced + map unit component."},{"name":"cotxfmother","description":"The Component Taxonomic + Family Other Criteria table lists the other taxonomic characteristics, such + as classes of coatings or permanent cracks, as defined in Soil Taxonomy, that + apply to the referenced map unit component. The characteristics listed in + this table describe the representative situation for the component."},{"name":"distinterpmd","description":"The + Distribution Interp Metadata table records the set of NASIS fuzzy logic interpretations + which were generated for the map unit components included in a set of distribution + data."},{"name":"distlegendmd","description":"The Distribution Legend Metadata + table records information about the legends or soil survey areas selected + for inclusion in a set of distributed data. The presence of a legend in this + table does not imply that all of the available data for that legend was included + in the set of data that was distributed. Only certain map units and components + for that legend may have been selected. The record of the criteria used for + selecting map units and components may be found in the Distribution Metadata + table."},{"name":"distmd","description":"The Distribution Metadata table records + information associated with the selection of a set of data for distribution + to some entity or information system external to NASIS. A set of distribution + data may include only selected map units from a legend or legends, and only + selected components of those map units. This table records the criteria used + for selecting map units and components for inclusion in the set of distributed + data. Other recorded information includes the name of the NASIS user who + initiated a distribution request, and the times when that request was made, + and when that request was ultimately processed."},{"name":"laoverlap","description":"The + Legend Area Overlap table lists the geographic areas that are coincident with + the soil survey area identified in the Legend table. For example, a survey + area that covers two counties would have two rows in this table, one for each + county. Other types of geographic areas listed might include state, MLRA, + rainfall (R) factor area, climate (C) factor area, etc."},{"name":"legend","description":"The + Legend table identifies the soil survey area that the legend is related to, + and related information about that legend."},{"name":"legendtext","description":"The + Legend Text table contains notes and narrative descriptions related to the + referenced legend. Legend text is optional. In many cases, this table is + empty."},{"name":"mapunit","description":"The Mapunit table identifies the + map units included in the referenced legend. Data related the map unit as + a whole are also given."},{"name":"muaggatt","description":"The Mapunit Aggregated + Attribute table records a variety of soil attributes and interpretations that + have been aggregated from the component level to a single value at the map + unit level. They have been aggregated by one or more appropriate means in + order to express a consolidated value or interpretation for the map unit as + a whole."},{"name":"muaoverlap","description":"The Mapunit Area Overlap table + lists the map units that exist in the overlap between the entire soil survey + area and the referenced geographic area in the Legend Area Overlap table."},{"name":"mucropyld","description":"The + Mapunit Crop Yield table lists commonly grown crops and their expected yields + for the referenced map unit as a whole. Yields for individual map unit components + are given in the Component Crop Yield table."},{"name":"mutext","description":"The + Mapunit Text table contains notes and narrative descriptions related to the + referenced map unit."},{"name":"sacatalog","description":"This table records + the primary dynamic metadata associated with a soil survey area. This includes + such things as survey area version, tabular data version, etc. The remaining + dynamic metadata, which soil interpretations were generated for the corresponding + soil survey area, is recorded in the Survey Area Interpretation table."},{"name":"sainterp","description":"This + table records information about the soil interpretations that were generated + for a soil survey area."},{"name":"valu1","description":"Included with the + gSSURGO database, but not a part of the standard SSURGO dataset is a table + called Valu1. This table contains 57 pre-summarized or ''ready to map'' attributes + derived from the official SSURGO database. These attribute data are pre-summarized + to the map unit level using best-practice generalization methods intended + to meet the needs of most users. The generalization methods include map unit + component weighted averages and percent of the map unit meeting a given criteria. + These themes were prepared to better meet the mapping needs of users of soil + survey information and can be used with both SSURGO and gridded SSURGO (gSSURGO) + datasets."}],"msft:group_id":"gnatsgo","msft:container":"gnatsgo-stac","stac_extensions":["https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"soils","msft:short_description":"The + gridded National Soil Survey Geographic Database (gNATSGO) is a USDA-NRCS + Soil & Plant Science Division (SPSD) composite database that provides complete + coverage of the best available soils information for all areas of the United + States and Island Territories.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '6560' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:46 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181746Z-174fc647fd568j5qhC1YTO3t8s0000000az000000000358h + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb + response: + body: + string: '{"id":"hgb","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb"},{"rel":"license","href":"https://earthdata.nasa.gov/earth-observation-data/data-use-policy","title":"EOSDIS + Data Use Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hgb","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"HGB: + Harmonized Global Biomass for 2010","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hgb.png","type":"image/png","roles":["thumbnail"],"title":"Harmonized + Global Biomass"},"geoparquet-items":{"href":"abfs://items/hgb.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-61.002778,180.0,84.0]]},"temporal":{"interval":[["2010-12-31T00:00:00Z","2010-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["Biomass","Carbon","ORNL"],"providers":[{"url":"https://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1763","name":"Oak + Ridge National Laboratory Distributed Active Archive Center","roles":["producer","licensor"]},{"url":"https://carbonplan.org","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[300]},"description":"This + dataset provides temporally consistent and harmonized global maps of aboveground + and belowground biomass carbon density for the year 2010 at 300m resolution. + The aboveground biomass map integrates land-cover-specific, remotely sensed + maps of woody, grassland, cropland, and tundra biomass. Input maps were amassed + from the published literature and, where necessary, updated to cover the focal + extent or time period. The belowground biomass map similarly integrates matching + maps derived from each aboveground biomass map and land-cover-specific empirical + models. Aboveground and belowground maps were then integrated separately using + ancillary maps of percent tree/land cover and a rule-based decision tree. + Maps reporting the accumulated uncertainty of pixel-level estimates are also + provided.\n","item_assets":{"aboveground":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Global above-ground biomass"},"belowground":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global + below-ground biomass"},"aboveground_uncertainty":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Uncertainty associated + with global above-ground biomass"},"belowground_uncertainty":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Uncertainty + associated with global below-ground biomass"}},"stac_version":"1.0.0","msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Global + maps of aboveground and belowground biomass carbon density for the year 2010 + at 300m resolution","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1415' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:47 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181746Z-r159ff9f48bskz5phC1YTOp5g80000000crg00000000cvcq + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30 + response: + body: + string: '{"id":"cop-dem-glo-30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30"},{"rel":"license","href":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","title":"Copernicus + DEM License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-30","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Copernicus + DEM GLO-30","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem.png","type":"image/png","roles":["thumbnail"],"title":"COP + DEM GLO-30"},"geoparquet-items":{"href":"abfs://items/cop-dem-glo-30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-22T00:00:00Z","2021-04-22T00:00:00Z"]]}},"license":"proprietary","keywords":["Copernicus","DEM","DSM","Elevation"],"providers":[{"url":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","name":"European + Space Agency","roles":["licensor"]},{"url":"https://registry.opendata.aws/copernicus-dem/","name":"Sinergise","roles":["producer","processor"]},{"url":"https://doi.org/10.5069/G9028PQB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["tandem-x"]},"description":"The + Copernicus DEM is a digital surface model (DSM), which represents the surface + of the Earth including buildings, infrastructure, and vegetation. This DSM + is based on radar satellite data acquired during the TanDEM-X Mission, which + was funded by a public-private partnership between the German Aerospace Centre + (DLR) and Airbus Defence and Space.\n\nCopernicus DEM is available at both + 30-meter and 90-meter resolution; this dataset has a horizontal resolution + of approximately 30 meters.\n\nSee the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) + for more information.\n\nSee the dataset page on OpenTopography: \n\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:group_id":"copernicus-dem","msft:container":"copernicus-dem-stac","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"elevationeuwest","msft:short_description":"Copernicus + DEM 30 is a near-global digital surface model (DSM) with a horizontal resolution + of approximately 30 meters, derived from radar satellite data acquired during + the TanDEM-X mission.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1416' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:47 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181747Z-r159ff9f48bsqs4rhC1YTOhcrc00000004s000000000d8eu + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90 + response: + body: + string: '{"id":"cop-dem-glo-90","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"license","href":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","title":"Copernicus + DEM License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-90","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Copernicus + DEM GLO-90","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem-glo-90.png","type":"image/png","roles":["thumbnail"],"title":"COP + DEM GLO-90"},"geoparquet-items":{"href":"abfs://items/cop-dem-glo-90.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-22T00:00:00Z","2021-04-22T00:00:00Z"]]}},"license":"proprietary","keywords":["Copernicus","DEM","Elevation"],"providers":[{"url":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","name":"European + Space Agency","roles":["licensor"]},{"url":"https://registry.opendata.aws/copernicus-dem/","name":"Sinergise","roles":["producer","processor"]},{"url":"https://doi.org/10.5069/G9028PQB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[90],"platform":["tandem-x"]},"description":"The + Copernicus DEM is a digital surface model (DSM), which represents the surface + of the Earth including buildings, infrastructure, and vegetation. This DSM + is based on radar satellite data acquired during the TanDEM-X Mission, which + was funded by a public-private partnership between the German Aerospace Centre + (DLR) and Airbus Defence and Space.\n\nCopernicus DEM is available at both + 30-meter and 90-meter resolution; this dataset has a horizontal resolution + of approximately 90 meters.\n\nSee the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) + for more information.\n\nSee the dataset page on OpenTopography: \n\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:group_id":"copernicus-dem","msft:container":"copernicus-dem-stac","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"elevationeuwest","msft:short_description":"Copernicus + DEM 90 is a near-global digital surface model (DSM) with a horizontal resolution + of approximately 90 meters, derived from radar satellite data acquired during + the TanDEM-X mission.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1413' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:48 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181748Z-r159ff9f48bskz5phC1YTOp5g80000000cu0000000008e34 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate + response: + body: + string: '{"id":"terraclimate","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","type":"text/html","title":"CC0-1.0 + License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/terraclimate","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"TerraClimate","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/terraclimate.png","role":["thumbnail"],"type":"image/png","title":"TerraClimate + thumbnail"},"zarr-abfs":{"href":"az://cpdata/terraclimate.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"TerraClimate + Azure Blob File System Zarr root","description":"Azure Blob File System URI + of the TerraClimate Zarr Group on Azure Blob Storage for use with adlfs.","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"zarr-https":{"href":"https://cpdataeuwest.blob.core.windows.net/cpdata/terraclimate.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"TerraClimate + HTTPS Zarr root","description":"HTTPS URI of the TerraClimate Zarr Group on + Azure Blob Storage.","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["1958-01-01T00:00:00Z","2021-12-01T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["TerraClimate","Water","Precipitation","Temperature","Vapor + Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"http://www.climatologylab.org/terraclimate.html","name":"Climatology + Lab","roles":["producer"]},{"url":"https://www.nature.com/articles/sdata2017191","name":"Abatzoglou, + J.T., S.Z. Dobrowski, S.A. Parks, K.C. Hegewisch","roles":["producer"]}],"description":"[TerraClimate](http://www.climatologylab.org/terraclimate.html) + is a dataset of monthly climate and climatic water balance for global terrestrial + surfaces from 1958 to the present. These data provide important inputs for + ecological and hydrological studies at global scales that require high spatial + resolution and time-varying data. All data have monthly temporal resolution + and a ~4-km (1/24th degree) spatial resolution. This dataset is provided in + [Zarr](https://zarr.readthedocs.io/) format.\n","stac_version":"1.0.0","cube:variables":{"q":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"runoff_amount","dimensions":"lon + lat time","description":"Runoff","grid_mapping":"crs","standard_name":"runoff_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Runoff"},"ws":{"type":"data","unit":"m/s","attrs":{"units":"m/s","long_name":"wind_speed","dimensions":"lon + lat time","description":"Wind Speed at 10-m","grid_mapping":"crs","standard_name":"wind_speed","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Wind + Speed at 10-m"},"aet":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_evaporation_amount","dimensions":"lon + lat time","description":"Actual Evapotranspiration","grid_mapping":"crs","standard_name":"water_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Actual + Evapotranspiration"},"def":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_potential_evaporation_amount_minus_water_evaporation_amount","dimensions":"lon + lat time","description":"Climatic Water Deficit","grid_mapping":"crs","standard_name":"water_potential_evaporation_amount_minus_water_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Climatic + Water Deficit"},"pet":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_potential_evaporation_amount","dimensions":"lon + lat time","description":"Reference Evapotranspiration","grid_mapping":"crs","standard_name":"water_potential_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Reference + Evapotranspiration"},"ppt":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"precipitation_amount","dimensions":"lon + lat time","description":"Accumulated Precipitation","grid_mapping":"crs","standard_name":"precipitation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Accumulated + Precipitation"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"liquid_water_content_of_surface_snow","dimensions":"lon + lat time","description":"Snow Water Equivalent at End of Month","grid_mapping":"crs","standard_name":"liquid_water_content_of_surface_snow","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Snow + Water Equivalent at End of Month"},"vap":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"water_vapor_partial_pressure_in_air","dimensions":"lon + lat time","description":"2-m Vapor Pressure","grid_mapping":"crs","standard_name":"water_vapor_partial_pressure_in_air","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"2-m + Vapor Pressure"},"vpd":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"vapor_pressure_deficit","dimensions":"lon + lat time","description":"Vapor Pressure Deficit","grid_mapping":"crs","standard_name":"vapor_pressure_deficit","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Vapor + Pressure Deficit"},"pdsi":{"type":"data","unit":"unitless","attrs":{"units":"unitless","long_name":"palmer_drought_severity_index","dimensions":"lon + lat time","description":"Palmer Drought Severity Index","grid_mapping":"crs","standard_name":"palmer_drought_severity_index","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Palmer + Drought Severity Index"},"soil":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"soil_moisture_content","dimensions":"lon + lat time","description":"Soil Moisture at End of Month","grid_mapping":"crs","standard_name":"soil_moisture_content","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Soil + Moisture at End of Month"},"srad":{"type":"data","unit":"W/m^2","attrs":{"units":"W/m^2","long_name":"downwelling_shortwave_flux_in_air","dimensions":"lon + lat time","description":"Downward Shortwave Radiation Flux at the Surface","grid_mapping":"crs","standard_name":"downwelling_shortwave_flux_in_air","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Downward + Shortwave Radiation Flux at the Surface"},"tmax":{"type":"data","unit":"degC","attrs":{"units":"degC","long_name":"air_temperature","dimensions":"lon + lat time","description":"Maximum 2-m Temperature","grid_mapping":"crs","standard_name":"air_temperature","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Maximum + 2-m Temperature"},"tmin":{"type":"data","unit":"degC","attrs":{"units":"degC","long_name":"air_temperature","dimensions":"lon + lat time","description":"Minimum 2-m Temperature","grid_mapping":"crs","standard_name":"air_temperature","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Minimum + 2-m Temperature"}},"msft:container":"cpdata","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[-89.97916666666664,89.97916666666667],"description":"latitude","reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-179.97916666666666,179.97916666666666],"description":"longitude","reference_system":4326},"time":{"type":"temporal","extent":["1958-01-01T00:00:00Z","2021-12-01T00:00:00Z"],"description":"time"}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"High-resolution + global dataset of monthly climate and climatic water balance","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2086' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:49 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181748Z-r159ff9f48bsqs4rhC1YTOhcrc00000004r000000000ey82 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6 + response: + body: + string: "{\"id\":\"nasa-nex-gddp-cmip6\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6\"},{\"rel\":\"license\",\"href\":\"https://pcmdi.llnl.gov/CMIP6/TermsOfUse/TermsOfUse6-1.html\",\"type\":\"text/html\",\"title\":\"CMIP6 + Terms of Use\"},{\"rel\":\"documentation\",\"href\":\"https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf\",\"type\":\"application/pdf\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/nasa-nex-gddp-cmip6\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Earth + Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasa-nex-gddp-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"CESM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CESM2-historical + references\",\"cmip6:model\":\"CESM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"geoparquet-items\":{\"href\":\"abfs://items/nasa-nex-gddp-cmip6.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}},\"MIROC6.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC6_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MIROC6-historical + references\",\"cmip6:model\":\"MIROC6\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"TaiESM1.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/TaiESM1_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"TaiESM1-historical + references\",\"cmip6:model\":\"TaiESM1\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CMCC-ESM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-ESM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CMCC-ESM2-historical + references\",\"cmip6:model\":\"CMCC-ESM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"KIOST-ESM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KIOST-ESM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"KIOST-ESM-historical + references\",\"cmip6:model\":\"KIOST-ESM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"ACCESS-CM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/ACCESS-CM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"ACCESS-CM2-historical + references\",\"cmip6:model\":\"ACCESS-CM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"KACE-1-0-G.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KACE-1-0-G_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"KACE-1-0-G-historical + references\",\"cmip6:model\":\"KACE-1-0-G\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MIROC-ES2L.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC-ES2L_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MIROC-ES2L-historical + references\",\"cmip6:model\":\"MIROC-ES2L\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MRI-ESM2-0.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MRI-ESM2-0_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MRI-ESM2-0-historical + references\",\"cmip6:model\":\"MRI-ESM2-0\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"NorESM2-LM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-LM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"NorESM2-LM-historical + references\",\"cmip6:model\":\"NorESM2-LM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"NorESM2-MM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-MM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"NorESM2-MM-historical + references\",\"cmip6:model\":\"NorESM2-MM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CESM2-WACCM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2-WACCM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CESM2-WACCM-historical + references\",\"cmip6:model\":\"CESM2-WACCM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"UKESM1-0-LL.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/UKESM1-0-LL_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"UKESM1-0-LL-historical + references\",\"cmip6:model\":\"UKESM1-0-LL\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CMCC-CM2-SR5.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-CM2-SR5_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CMCC-CM2-SR5-historical + references\",\"cmip6:model\":\"CMCC-CM2-SR5\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"IPSL-CM6A-LR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/IPSL-CM6A-LR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"IPSL-CM6A-LR-historical + references\",\"cmip6:model\":\"IPSL-CM6A-LR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MPI-ESM1-2-HR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-HR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MPI-ESM1-2-HR-historical + references\",\"cmip6:model\":\"MPI-ESM1-2-HR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MPI-ESM1-2-LR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-LR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MPI-ESM1-2-LR-historical + references\",\"cmip6:model\":\"MPI-ESM1-2-LR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"CMIP6\",\"NASA\",\"Climate\",\"Humidity\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.nasa.gov/nex\",\"name\":\"NASA + NEX\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"cmip6:model\":[\"ACCESS-CM2\",\"ACCESS-ESM1-5\",\"BCC-CSM2-MR\",\"CESM2\",\"CESM2-WACCM\",\"CMCC-CM2-SR5\",\"CMCC-ESM2\",\"CNRM-CM6-1\",\"CNRM-ESM2-1\",\"CanESM5\",\"EC-Earth3\",\"EC-Earth3-Veg-LR\",\"FGOALS-g3\",\"GFDL-CM4\",\"GFDL-CM4_gr2\",\"GFDL-ESM4\",\"GISS-E2-1-G\",\"HadGEM3-GC31-LL\",\"HadGEM3-GC31-MM\",\"IITM-ESM\",\"INM-CM4-8\",\"INM-CM5-0\",\"IPSL-CM6A-LR\",\"KACE-1-0-G\",\"KIOST-ESM\",\"MIROC-ES2L\",\"MIROC6\",\"MPI-ESM1-2-HR\",\"MPI-ESM1-2-LR\",\"MRI-ESM2-0\",\"NESM3\",\"NorESM2-LM\",\"NorESM2-MM\",\"TaiESM1\",\"UKESM1-0-LL\"],\"cmip6:scenario\":[\"historical\",\"ssp245\",\"ssp585\"],\"cmip6:variable\":[\"hurs\",\"huss\",\"pr\",\"rlds\",\"rsds\",\"sfcWind\",\"tas\",\"tasmax\",\"tasmin\"]},\"description\":\"The + NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios + derived from the General Circulation Model (GCM) runs conducted under the + Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the + four \u201CTier 1\u201D greenhouse gas emissions scenarios known as Shared + Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support + of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change + (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP + model runs for which daily scenarios were produced and distributed through + the Earth System Grid Federation. The purpose of this dataset is to provide + a set of global, high resolution, bias-corrected climate change projections + that can be used to evaluate climate change impacts on processes that are + sensitive to finer-scale climate gradients and the effects of local topography + on climate conditions.\\n\\nThe [NASA Center for Climate Simulation](https://www.nccs.nasa.gov/) + maintains the [next-gddp-cmip6 product page](https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6) + where you can find more information about these datasets. Users are encouraged + to review the [technote](https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf), + provided alongside the data set, where more detailed information, references + and acknowledgements can be found.\\n\\nThis collection contains many NetCDF + files. There is one NetCDF file per `(model, scenario, variable, year)` tuple.\\n\\n- + **model** is the name of a modeling group (e.g. \\\"ACCESS-CM-2\\\"). See + the `cmip6:model` summary in the STAC collection for a full list of models.\\n- + **scenario** is one of \\\"historical\\\", \\\"ssp245\\\" or \\\"ssp585\\\".\\n- + **variable** is one of \\\"hurs\\\", \\\"huss\\\", \\\"pr\\\", \\\"rlds\\\", + \\\"rsds\\\", \\\"sfcWind\\\", \\\"tas\\\", \\\"tasmax\\\", \\\"tasmin\\\".\\n- + **year** depends on the value of *scenario*. For \\\"historical\\\", the values + range from 1950 to 2014 (inclusive). For \\\"ssp245\\\" and \\\"ssp585\\\", + the years range from 2015 to 2100 (inclusive).\\n\\nIn addition to the NetCDF + files, we provide some *experimental* **reference files** as collection-level + dataset assets. These are JSON files implementing the [references specification](https://fsspec.github.io/kerchunk/spec.html).\\nThese + files include the positions of data variables within the binary NetCDF files, + which can speed up reading the metadata. See the example notebook for more.\",\"item_assets\":{\"pr\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tas\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily + Near-Surface Air Temperature\",\"description\":\"Daily Near-Surface Air Temperature\"},\"hurs\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Near-Surface + Relative Humidity\",\"description\":\"Near-Surface Relative Humidity\"},\"huss\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Near-Surface + Specific Humidity\",\"description\":\"Near-Surface Specific Humidity\"},\"rlds\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Surface + Downwelling Longwave Radiation\",\"description\":\"Surface Downwelling Longwave + Radiation\"},\"rsds\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Surface + Downwelling Shortwave Radiation\",\"description\":\"Surface Downwelling Shortwave + Radiation\"},\"tasmax\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily + Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface + Air Temperature\"},\"tasmin\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily + Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface + Air Temperature\"},\"sfcWind\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily-Mean + Near-Surface Wind Speed\",\"description\":\"Daily-Mean Near-Surface Wind Speed\"}},\"sci:citation\":\"Climate + scenarios used were from the NEX-GDDP-CMIP6 dataset, prepared by the Climate + Analytics Group and NASA Ames Research Center using the NASA Earth Exchange, + and distributed by the NASA Center for Climate Simulation (NCCS).\",\"stac_version\":\"1.0.0\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"kg + m-2 s-1\",\"attrs\":{\"units\":\"kg m-2 s-1\",\"comment\":\"includes both + liquid and solid phases\",\"long_name\":\"Precipitation\",\"cell_methods\":\"area: + time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"precipitation_flux\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Precipitation\"},\"tas\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"near-surface + (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin\",\"long_name\":\"Daily + Near-Surface Air Temperature\",\"cell_methods\":\"area: mean time: maximum\",\"cell_measures\":\"area: + areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Near-Surface Air Temperature\"},\"hurs\":{\"type\":\"data\",\"unit\":\"%\",\"attrs\":{\"units\":\"%\",\"comment\":\"The + relative humidity with respect to liquid water for T> 0 C, and with respect + to ice for T<0 C.\",\"long_name\":\"Near-Surface Relative Humidity\",\"cell_methods\":\"area: + time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"relative_humidity\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Near-Surface + Relative Humidity\"},\"huss\":{\"type\":\"data\",\"unit\":\"1\",\"attrs\":{\"units\":\"1\",\"comment\":\"Near-surface + (usually, 2 meter) specific humidity.\",\"long_name\":\"Near-Surface Specific + Humidity\",\"cell_methods\":\"area: time: mean\",\"cell_measures\":\"area: + areacella\",\"standard_name\":\"specific_humidity\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Near-Surface + Specific Humidity\"},\"rlds\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"comment\":\"The surface called 'surface' means the lower boundary + of the atmosphere. 'longwave' means longwave radiation. Downwelling radiation + is radiation from above. It does not mean 'net downward'. When thought of + as being incident on a surface, a radiative flux is sometimes called 'irradiance'. + In addition, it is identical with the quantity measured by a cosine-collector + light-meter and sometimes called 'vector irradiance'. In accordance with common + usage in geophysical disciplines, 'flux' implies per unit area, called 'flux + density' in physics.\",\"long_name\":\"Surface Downwelling Longwave Radiation\",\"cell_methods\":\"area: + time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"surface_downwelling_longwave_flux_in_air\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Surface + Downwelling Longwave Radiation\"},\"rsds\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"comment\":\"Surface solar irradiance + for UV calculations.\",\"long_name\":\"Surface Downwelling Shortwave Radiation\",\"cell_methods\":\"area: + time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"surface_downwelling_shortwave_flux_in_air\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Surface + Downwelling Shortwave Radiation\"},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"cell_methods\":\"area: + mean time: maximum\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"cell_methods\":\"area: + mean time: minimum\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Minimum Near-Surface Air Temperature\"},\"sfcWind\":{\"type\":\"data\",\"unit\":\"m + s-1\",\"attrs\":{\"units\":\"m s-1\",\"comment\":\"near-surface (usually, + 10 meters) wind speed.\",\"long_name\":\"Daily-Mean Near-Surface Wind Speed\",\"cell_methods\":\"area: + time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"wind_speed\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily-Mean + Near-Surface Wind Speed\"}},\"msft:container\":\"nex-gddp-cmip6\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-59.875,89.875],\"description\":\"latitude\",\"reference_system\":4326},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[0.125,359.875],\"description\":\"longitude\",\"reference_system\":4326},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T00:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/datacube/v2.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"nasagddp\",\"msft:short_description\":[\"Global + downscaled climate scenarios derived from the General Circulation Model conducted + under CMIP6.\"],\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '4047' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:49 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181749Z-174fc647fd5xrjvvhC1YTOvn1c0000000b8g000000002q4y + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr + response: + body: + string: '{"id":"gpm-imerg-hhr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gpm-imerg-hhr","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"GPM + IMERG","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gpm-imerg-hhr.png","role":["thumbnail"],"type":"image/png","title":"gpm-imerg-hhr + thumbnail"},"zarr-abfs":{"href":"abfs://imerg/gpm-imerg-hhr.zarr","type":"application/vnd+zarr","roles":["data","zarr"],"description":"Azure + Blob File System URI of the gpm-imerg-hhr Zarr Group on Azure Blob Storage + for use with adlfs.","xarray:open_kwargs":{"use_cftime":true,"consolidated":true},"xarray:storage_options":{"account_name":"ai4edataeuwest"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-06-01T00:00:00Z","2021-05-31T23:30:00Z"]]}},"license":"proprietary","sci:doi":"10.5067/GPM/IMERG/3B-HH/06","keywords":["IMERG","GPM","Precipitation"],"providers":[{"url":"https://developmentseed.org/","name":"Development + Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://gpm.nasa.gov/data/directory","name":"NASA","roles":["producer"]}],"description":"The + Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information + from the [GPM satellite constellation](https://gpm.nasa.gov/missions/gpm/constellation) + to estimate precipitation over the majority of the Earth''s surface. This + algorithm is particularly valuable over the majority of the Earth''s surface + that lacks precipitation-measuring instruments on the ground. Now in the latest + Version 06 release of IMERG the algorithm fuses the early precipitation estimates + collected during the operation of the TRMM satellite (2000 - 2015) with more + recent precipitation estimates collected during operation of the GPM satellite + (2014 - present). The longer the record, the more valuable it is, as researchers + and application developers will attest. By being able to compare and contrast + past and present data, researchers are better informed to make climate and + weather models more accurate, better understand normal and extreme rain and + snowfall around the world, and strengthen applications for current and future + disasters, disease, resource management, energy production and food security.\n\nFor + more, see the [IMERG homepage](https://gpm.nasa.gov/data/imerg) The [IMERG + Technical documentation](https://gpm.nasa.gov/sites/default/files/2020-10/IMERG_doc_201006.pdf) + provides more information on the algorithm, input datasets, and output products.","sci:citation":"Huffman, + G.J., E.F. Stocker, D.T. Bolvin, E.J. Nelkin, Jackson Tan (2019), GPM IMERG + Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V06, Greenbelt, + MD, Goddard Earth Sciences Data and Information Services Center (GES DISC)","stac_version":"1.0.0","cube:variables":{"lat_bnds":{"type":"auxiliary","unit":"degrees_north","attrs":{"Units":"degrees_north","units":"degrees_north","coordinates":"lat + latv","DimensionNames":"lat,latv"},"shape":[1800,2],"chunks":[1800,2],"dimensions":["lat","latv"]},"lon_bnds":{"type":"auxiliary","unit":"degrees_east","attrs":{"Units":"degrees_east","units":"degrees_east","coordinates":"lon + lonv","DimensionNames":"lon,lonv"},"shape":[3600,2],"chunks":[3600,2],"dimensions":["lon","lonv"]},"time_bnds":{"type":"auxiliary","attrs":{"Units":"seconds + since 1970-01-01 00:00:00 UTC","coordinates":"time nv","DimensionNames":"time,nv"},"shape":[368160,2],"chunks":[12,2],"dimensions":["time","nv"]},"randomError":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQprecipSource":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQprecipitation":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"IRprecipitation":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationCal":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQobservationTime":{"type":"data","attrs":{"Units":"minutes","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationUncal":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"IRkalmanFilterWeight":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationQualityIndex":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"probabilityLiquidPrecipitation":{"type":"data","unit":"percent","attrs":{"Units":"percent","units":"percent","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]}},"msft:container":"imerg","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[-89.94999694824219,89.94999694824219],"reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-179.9499969482422,179.9499969482422],"reference_system":4326},"time":{"step":"P0DT0H30M0S","type":"temporal","extent":["2000-06-01T00:00:00Z","2021-05-31T23:30:00Z"]}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"The + Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information + from the GPM satellite constellation to estimate precipitation over the majority + of the Earth''s surface.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2230' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:50 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181749Z-r15d8f49c9bc6q7fhC1YTO63rc000000042g0000000034ay + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters + response: + body: + string: "{\"id\":\"gnatsgo-rasters\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters\"},{\"rel\":\"about\",\"href\":\"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf\",\"type\":\"application/pdf\",\"title\":\"gSSURGO + User Guide\",\"description\":\"User guide for gSSURGO\"},{\"rel\":\"about\",\"href\":\"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf\",\"type\":\"application/pdf\",\"title\":\"gNATSGO + Overview Slides\",\"description\":\"Slides giving a high level overview of + the gNATSGO dataset\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/publicdomain/zero/1.0/\",\"title\":\"CC0 + 1.0 Universal Public Domain Dedication\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"gNATSGO + Soil Database - Rasters\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-rasters.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"gNATSGO\"},\"geoparquet-items\":{\"href\":\"abfs://items/gnatsgo-rasters.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-170.8513,-14.3799,-169.4152,-14.1432],[138.0315,5.116,163.1902,10.2773],[144.6126,13.2327,144.9658,13.6572],[-159.7909,18.8994,-154.7815,22.2464],[170.969,6.0723,171.9169,8.71933],[145.0127,14.1086,145.9242,18.8172],[130.8048,2.9268,134.9834,8.0947],[157.3678,49.0546,-117.2864,71.4567],[-67.9506,17.014,-64.3973,19.3206],[-127.8881,22.8782,-65.2748,51.6039]]},\"temporal\":{\"interval\":[[\"2020-07-01T00:00:00Z\",\"2020-07-01T00:00:00Z\"]]}},\"license\":\"CC0-1.0\",\"keywords\":[\"Soils\",\"NATSGO\",\"SSURGO\",\"STATSGO2\",\"RSS\",\"USDA\",\"United + States\"],\"providers\":[{\"url\":\"https://www.nrcs.usda.gov/\",\"name\":\"United + States Department of Agriculture, Natural Resources Conservation Service\",\"roles\":[\"licensor\",\"producer\",\"processor\",\"host\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"This + collection contains the raster data for gNATSGO. In order to use the map unit + values contained in the `mukey` raster asset, you'll need to join to tables + represented as Items in the [gNATSGO Tables](https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables) + Collection. Many items have commonly used values encoded in additional raster + assets.\\n\\nThe gridded National Soil Survey Geographic Database (gNATSGO) + is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that + provides complete coverage of the best available soils information for all + areas of the United States and Island Territories. It was created by combining + data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic + Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single + seamless ESRI file geodatabase.\\n\\nSSURGO is the SPSD flagship soils database + that has over 100 years of field-validated detailed soil mapping data. SSURGO + contains soils information for more than 90 percent of the United States and + island territories, but unmapped land remains. STATSGO2 is a general soil + map that has soils data for all of the United States and island territories, + but the data is not as detailed as the SSURGO data. The Raster Soil Surveys + (RSSs) are the next generation soil survey databases developed using advanced + digital soil mapping methods.\\n\\nThe gNATSGO database is composed primarily + of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are + newer product with relatively limited spatial extent. These RSSs were merged + into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent + of RSS is expected to increase in the coming years.\\n\\nSee the [official + documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625)\",\"item_assets\":{\"mukey\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"mukey\",\"description\":\"Map + unit key is the unique identifier of a record in the Mapunit table. Use this + column to join the Component table to the Map Unit table and the Valu1 table + to the MapUnitRaster_10m raster map layer to map valu1 themes.\"},\"aws0_5\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_5\",\"description\":\"Available + water storage estimate (AWS) in a standard zone 1 (0-5 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + layer based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"soc0_5\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_5\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 1 or standard zone 1 + (0-5 cm depth). The concentration of organic carbon present in the soil expressed + in grams C per square meter to a depth of 5 cm. NULL values are presented + where data are incomplete or not available.\"},\"tk0_5a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_5a\",\"description\":\"Thickness + of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed + in cm (weighted average) for the available water storage calculation. NULL + values are presented where data are incomplete or not available.\"},\"tk0_5s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_5s\",\"description\":\"Thickness + of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed + in cm (weighted average) for the Soil Organic Carbon calculation. NULL values + are presented where data are incomplete or not available.\"},\"aws0_20\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_20\",\"description\":\"Available + water storage estimate (AWS) in standard zone 2 (0-20 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + zone based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"aws0_30\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_30\",\"description\":\"Available + water storage estimate (AWS) in standard zone 3 (0-30 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + zone based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"aws5_20\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws5_20\",\"description\":\"Available + water storage estimate (AWS) in standard layer 2 (5-20 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + layer based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"soc0_20\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_20\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard zone 2 (0-20 cm depth). The + concentration of organic carbon present in the soil expressed in grams C per + square meter to a depth of 20 cm. NULL values are presented where data are + incomplete or not available.\"},\"soc0_30\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_30\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard zone 3 (0-30 cm depth). The + concentration of organic carbon present in the soil expressed in grams C per + square meter to a depth of 30 cm. NULL values are presented where data are + incomplete or not available.\"},\"soc5_20\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc5_20\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 2 (5-20 cm depth). The + concentration of organic carbon present in the soil expressed in grams C per + square meter for the 5-20 cm layer. NULL values are presented where data are + incomplete or not available.\"},\"tk0_20a\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_20a\",\"description\":\"Thickness + of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_20s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_20s\",\"description\":\"Thickness + of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_30a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_30a\",\"description\":\"Thickness + of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_30s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_30s\",\"description\":\"Thickness + of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk5_20a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk5_20a\",\"description\":\"Thickness + of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk5_20s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk5_20s\",\"description\":\"Thickness + of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"aws0_100\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_100\",\"description\":\"Available + water storage estimate (AWS) in standard zone 4 (0-100 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + zone based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"aws0_150\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_150\",\"description\":\"Available + water storage estimate (AWS) in standard zone 5 (0-150 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + zone based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"aws0_999\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_999\",\"description\":\"Available + water storage estimate (AWS) in total soil profile (0 cm to the reported depth + of the soil profile), expressed in mm. The volume of plant available water + that the soil can store in this layer based on all map unit components (weighted + average). NULL values are presented where data are incomplete or not available.\"},\"aws20_50\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws20_50\",\"description\":\"Available + water storage estimate (AWS) in standard layer 3 (20-50 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + layer based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"droughty\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"droughty\",\"description\":\"zone + for commodity crops that is less than or equal to 6 inches (152 mm) expressed + as \\\"1\\\" for a drought vulnerable soil landscape map unit or \\\"0\\\" + for a non-droughty soil landscape map unit or NULL for miscellaneous areas + (includes water bodies) or where data were not available. It is computed as + a weighted average for major earthy components. Earthy components are those + soil series or higher level taxa components that can support crop growth (Dobos + et al., 2012). Major components are those soil components where the majorcompflag + = 'Yes'\"},\"nccpi3sg\":{\"type\":\"image/tiff; application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3sg\",\"description\":\"National + Commodity Crop Productivity Index for Small Grains (weighted average) for + major earthy components. Values range from .01 (low productivity) to .99 (high + productivity). Earthy components are those soil series or higher level taxa + components that can support crop growth (Dobos et al., 2012). Major components + are those soil components where the majorcompflag = 'Yes' (SSURGO component + table). NULL values are presented where data are incomplete or not available.\"},\"soc0_100\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_100\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard zone 4 (0-100 cm depth). The + concentration of organic carbon present in the soil expressed in grams C per + square meter to a depth of 100 cm. NULL values are presented where data are + incomplete or not available.\"},\"soc0_150\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_150\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard zone 5 (0-150 cm depth). The + concentration of organic carbon present in the soil expressed in grams C per + square meter to a depth of 150 cm. NULL values are presented where data are + incomplete or not available.\"},\"soc0_999\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_999\",\"description\":\"Soil + organic carbon stock estimate (SOC) in total soil profile (0 cm to the reported + depth of the soil profile). The concentration of organic carbon present in + the soil expressed in grams C per square meter for the total reported soil + profile depth. NULL values are presented where data are incomplete or not + available.\"},\"soc20_50\":{\"type\":\"image/tiff; application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc20_50\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 3 (20-50 cm depth). + The concentration of organic carbon present in the soil expressed in grams + C per square meter for the 20-50 cm layer. NULL values are presented where + data are incomplete or not available.\"},\"tk0_100a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_100a\",\"description\":\"Thickness + of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_100s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_100s\",\"description\":\"Thickness + of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_150a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_150a\",\"description\":\"Thickness + of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_150s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_150s\",\"description\":\"Thickness + of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk0_999a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_999a\",\"description\":\"Thickness + of soil components used in total soil profile (0 cm to the reported depth + of the soil profile) expressed in cm (weighted average) for the available + water storage calculation. NULL values are presented where data are incomplete + or not available.\"},\"tk0_999s\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_999s\",\"description\":\"Thickness + of soil components used in total soil profile (0 cm to the reported depth + of the soil profile) expressed in cm (weighted average) for the Soil Organic + Carbon calculation. NULL values are presented where data are incomplete or + not available.\"},\"tk20_50a\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk20_50a\",\"description\":\"Thickness + of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk20_50s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk20_50s\",\"description\":\"Thickness + of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"aws50_100\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws50_100\",\"description\":\"Available + water storage estimate (AWS) in standard layer 3 (50-100 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + layer based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"musumcpct\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpct\",\"description\":\"The + sum of the comppct_r (SSURGO component table) values for all listed components + in the map unit. Useful metadata information. NULL values are presented where + data are incomplete or not available.\"},\"nccpi3all\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3all\",\"description\":\"National + Commodity Crop Productivity Index that has the highest value among Corn and + Soybeans, Small Grains, or Cotton (weighted average) for major earthy components. + Values range from .01 (low productivity) to .99 (high productivity). Earthy + components are those soil series or higher level taxa components that can + support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"nccpi3cot\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3cot\",\"description\":\"National + Commodity Crop Productivity Index for Cotton (weighted average) for major + earthy components. Values range from .01 (low productivity) to .99 (high productivity). + Earthy components are those soil series or higher level taxa components that + can support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"nccpi3soy\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3soy\",\"description\":\"National + Commodity Crop Productivity Index for Soybeans (weighted average) for major + earthy components. Values range from .01 (low productivity) to .99 (high productivity). + Earthy components are those soil series or higher level taxa components that + can support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"pwsl1pomu\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"pwsl1pomu\",\"description\":\"Potential + Wetland Soil Landscapes (PWSL) is expressed as the percentage of the map unit + that meets the PWSL criteria. The hydric rating (soil component variable \u201Chydricrating\u201D) + is an indicator of wet soils. For version 1 (pwsl1), those soil components + that meet the following criteria are tagged as PWSL and their comppct_r values + are summed for each map unit. Soil components with hydricrating = 'YES' are + considered PWSL. Soil components with hydricrating = \u201CNO\u201D are not + PWSL. Soil components with hydricrating = 'UNRANKED' are tested using other + attributes, and will be considered PWSL if any of the following conditions + are met: drainagecl = 'Poorly drained' or 'Very poorly drained' or the localphase + or the otherph data fields contain any of the phrases \\\"drained\\\" or \\\"undrained\\\" + or \\\"channeled\\\" or \\\"protected\\\" or \\\"ponded\\\" or \\\"flooded\\\". + If these criteria do not determine the PWSL for a component and hydricrating + = 'UNRANKED', then the map unit will be classified as PWSL if the map unit + name contains any of the phrases \\\"drained\\\" or \\\"undrained\\\" or \\\"channeled\\\" + or \\\"protected\\\" or \\\"ponded\\\" or \\\"flooded\\\". For version 1 (pwsl1), + waterbodies are identified as \\\"999\\\" when map unit names match a list + of terms that identify water or intermittent water or map units have a sum + of the comppct_r for \\\"Water\\\" that is 80% or greater. NULL values are + presented where data are incomplete or not available.\"},\"rootznaws\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"rootznaws\",\"description\":\"Root + zone (commodity crop) available water storage estimate (RZAWS) , expressed + in mm, is the volume of plant available water that the soil can store within + the root zone based on all map unit earthy major components (weighted average). + Earthy components are those soil series or higher level taxa components that + can support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"rootznemc\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"rootznemc\",\"description\":\"Root + zone depth is the depth within the soil profile that commodity crop (cc) roots + can effectively extract water and nutrients for growth. Root zone depth influences + soil productivity significantly. Soil component horizon criteria for root-limiting + depth include: presence of hard bedrock, soft bedrock, a fragipan, a duripan, + sulfuric material, a dense layer, a layer having a pH of less than 3.5, or + a layer having an electrical conductivity of more than 12 within the component + soil profile. If no root-restricting zone is identified, a depth of 150 cm + is used to approximate the root zone depth (Dobos et al., 2012). Root zone + depth is computed for all map unit major earthy components (weighted average). + Earthy components are those soil series or higher level taxa components that + can support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"soc50_100\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc50_100\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 4 (50-100 cm depth). + The concentration of organic carbon present in the soil expressed in grams + C per square meter for the 50-100 cm layer. NULL values are presented where + data are incomplete or not available.\"},\"tk50_100a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk50_100a\",\"description\":\"Thickness + of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk50_100s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk50_100s\",\"description\":\"Thickness + of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"aws100_150\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws100_150\",\"description\":\"Available + water storage estimate (AWS) in standard layer 5 (100-150 cm depth), expressed + in mm. The volume of plant available water that the soil can store in this + layer based on all map unit components (weighted average). NULL values are + presented where data are incomplete or not available.\"},\"aws150_999\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws150_999\",\"description\":\"Available + water storage estimate (AWS) in standard layer 6 (150 cm to the reported depth + of the soil profile), expressed in mm. The volume of plant available water + that the soil can store in this layer based on all map unit components (weighted + average). NULL values are presented where data are incomplete or not available.\"},\"musumcpcta\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpcta\",\"description\":\"The + sum of the comppct_r (SSURGO component table) values used in the available + water storage calculation for the map unit. Useful metadata information. NULL + values are presented where data are incomplete or not available.\"},\"musumcpcts\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpcts\",\"description\":\"The + sum of the comppct_r (SSURGO component table) values used in the soil organic + carbon calculation for the map unit. Useful metadata information. NULL values + are presented where data are incomplete or not available.\"},\"nccpi3corn\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3corn\",\"description\":\"National + Commodity Crop Productivity Index for Corn (weighted average) for major earthy + components. Values range from .01 (low productivity) to .99 (high productivity). + Earthy components are those soil series or higher level taxa components that + can support crop growth (Dobos et al., 2012). Major components are those soil + components where the majorcompflag = 'Yes' (SSURGO component table). NULL + values are presented where data are incomplete or not available.\"},\"pctearthmc\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"pctearthmc\",\"description\":\"The + National Commodity Crop Productivity Index map unit percent earthy is the + map unit summed comppct_r for major earthy components. Earthy components are + those soil series or higher level taxa components that can support crop growth + (Dobos et al., 2012). Major components are those soil components where the + majorcompflag = 'Yes' (SSURGO component table). Useful metadata information. + NULL values are presented where data are incomplete or not available.\"},\"soc100_150\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc100_150\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 5 (100-150 cm depth). + The concentration of organic carbon present in the soil expressed in grams + C per square meter for the 100-150 cm layer. NULL values are presented where + data are incomplete or not available.\"},\"soc150_999\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc150_999\",\"description\":\"Soil + organic carbon stock estimate (SOC) in standard layer 6 (150 cm to the reported + depth of the soil profile). The concentration of organic carbon present in + the soil expressed in grams C per square meter for the 150 cm and greater + depth layer. NULL values are presented where data are incomplete or not available.\"},\"tk100_150a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk100_150a\",\"description\":\"Thickness + of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted + average) for the available water storage calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk100_150s\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk100_150s\",\"description\":\"Thickness + of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted + average) for the Soil Organic Carbon calculation. NULL values are presented + where data are incomplete or not available.\"},\"tk150_999a\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk150_999a\",\"description\":\"Thickness + of soil components used in standard layer 6 (150 cm to the reported depth + of the soil profile) expressed in cm (weighted average) for the available + water storage calculation. NULL values are presented where data are incomplete + or not available.\"},\"tk150_999s\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk150_999s\",\"description\":\"Thickness + of soil components used in standard layer 6 (150 cm to the reported depth + of the soil profile) expressed in cm (weighted average) for the Soil Organic + Carbon calculation. NULL values are presented where data are incomplete or + not available.\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"gnatsgo\",\"msft:container\":\"gnatsgo-stac\",\"stac_extensions\":[\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"soils\",\"msft:short_description\":\"Raster + data for the gridded National Soil Survey Geographic Database (gNATSGO), a + USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides + complete coverage of the best available soils information for all areas of + the United States and Island Territories.\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '4724' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:50 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181750Z-r15d8f49c9bfx6dchC1YTO08840000000ak0000000002ws3 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag + response: + body: + string: '{"id":"3dep-lidar-hag","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-hag","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Height above Ground","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hag-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-hag.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Elevation"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + COG type is generated using the Z dimension of the [COPC data](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc) + data and removes noise, water, and using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) + followed by [pdal.filters.hag_nn](https://pdal.io/stages/filters.hag_nn.html#filters-hag-nn).\n\nThe + Height Above Ground Nearest Neighbor filter takes as input a point cloud with + Classification set to 2 for ground points. It creates a new dimension, HeightAboveGround, + that contains the normalized height values.\n\nGround points may be generated + with [`pdal.filters.pmf`](https://pdal.io/stages/filters.pmf.html#filters-pmf) + or [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf), + but you can use any method you choose, as long as the ground returns are marked.\n\nNormalized + heights are a commonly used attribute of point cloud data. This can also be + referred to as height above ground (HAG) or above ground level (AGL) heights. + In the end, it is simply a measure of a point''s relative height as opposed + to its raw elevation value.\n\nThe filter finds the number of ground points + nearest to the non-ground point under consideration. It calculates an average + ground height weighted by the distance of each ground point from the non-ground + point. The HeightAboveGround is the difference between the Z value of the + non-ground point and the interpolated ground height.\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"HeightAboveGround","unit":"metre","sampling":"point","data_type":"float32","description":"Raster + for Height Above Ground (HAG)"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Height Above Ground (HAG or Elevation) Cloud Optimized + Geotiffs (COGs). All USGS HAG COG STAC items will be associated with this + STAC collection.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1825' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:51 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181750Z-174fc647fd57r747hC1YTOhrns0000000340000000004nzf + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02 + response: + body: + string: "{\"id\":\"io-lulc-annual-v02\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02\"},{\"rel\":\"related\",\"href\":\"https://livingatlas.arcgis.com/landcover/\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC + BY 4.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/io-lulc-annual-v02\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"10m + Annual Land Use Land Cover (9-class) V2\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-annual-v02.png\",\"title\":\"10m + Annual Land Use Land Cover (9-class)\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/io-lulc-annual-v02.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2017-01-01T00:00:00Z\",\"2024-01-01T00:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"Global\",\"Land + Cover\",\"Land Use\",\"Sentinel\"],\"providers\":[{\"url\":\"https://www.esri.com/\",\"name\":\"Esri\",\"roles\":[\"licensor\"]},{\"url\":\"https://www.impactobservatory.com/\",\"name\":\"Impact + Observatory\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"raster:bands\":[{\"nodata\":0,\"spatial_resolution\":10}]},\"description\":\"Time + series of annual global maps of land use and land cover (LULC). It currently + has data from 2017-2023. The maps are derived from ESA Sentinel-2 imagery + at 10m resolution. Each map is a composite of LULC predictions for 9 classes + throughout the year in order to generate a representative snapshot of each + year.\\n\\nThis dataset, produced by [Impact Observatory](http://impactobservatory.com/), + Microsoft, and Esri, displays a global map of land use and land cover (LULC) + derived from ESA Sentinel-2 imagery at 10 meter resolution for the years 2017 + - 2023. Each map is a composite of LULC predictions for 9 classes throughout + the year in order to generate a representative snapshot of each year. This + dataset was generated by Impact Observatory, which used billions of human-labeled + pixels (curated by the National Geographic Society) to train a deep learning + model for land classification. Each global map was produced by applying this + model to the Sentinel-2 annual scene collections from the Mircosoft Planetary + Computer. Each of the maps has an assessed average accuracy of over 75%.\\n\\nThese + maps have been improved from Impact Observatory\u2019s [previous release](https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class) + and provide a relative reduction in the amount of anomalous change between + classes, particularly between \u201CBare\u201D and any of the vegetative classes + \u201CTrees,\u201D \u201CCrops,\u201D \u201CFlooded Vegetation,\u201D and + \u201CRangeland\u201D. This updated time series of annual global maps is also + re-aligned to match the ESA UTM tiling grid for Sentinel-2 imagery.\\n\\nAll + years are available under a Creative Commons BY-4.0.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Global + land cover data\",\"file:values\":[{\"values\":[0],\"summary\":\"No Data\"},{\"values\":[1],\"summary\":\"Water\"},{\"values\":[2],\"summary\":\"Trees\"},{\"values\":[4],\"summary\":\"Flooded + vegetation\"},{\"values\":[5],\"summary\":\"Crops\"},{\"values\":[7],\"summary\":\"Built + area\"},{\"values\":[8],\"summary\":\"Bare ground\"},{\"values\":[9],\"summary\":\"Snow/ice\"},{\"values\":[10],\"summary\":\"Clouds\"},{\"values\":[11],\"summary\":\"Rangeland\"}]}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"io-land-cover\",\"msft:container\":\"io-lulc\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.0.0/schema.json\",\"https://stac-extensions.github.io/label/v1.0.0/schema.json\",\"https://stac-extensions.github.io/file/v2.1.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"Global + land cover information with 9 classes for 2017-2023 at 10m resolution\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1831' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:51 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181751Z-r15d8f49c9bgxhmmhC1YTO1n240000000as0000000004gyx + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi + response: + body: + string: "{\"id\":\"goes-cmi\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi\"},{\"rel\":\"license\",\"href\":\"https://www.nesdisia.noaa.gov/policy.html\",\"title\":\"Public + Domain\"},{\"rel\":\"preview\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/collection/map?collection=goes-cmi\",\"title\":\"Map + of collection mosaic\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/goes-cmi\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"GOES-R + Cloud & Moisture Imagery\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-cmi-thumb.png\",\"title\":\"GOES + CMIP\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/goes-cmi.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"W-MON\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}},\"tilejson\":{\"title\":\"Mosaic + TileJSON with default rendering\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/collection/tilejson.json?collection=goes-cmi&expression=C02_2km_wm%3B0.45%2AC02_2km_wm%2B0.1%2AC03_2km_wm%2B0.45%2AC01_2km_wm%3BC01_2km_wm&nodata=-1&rescale=1%2C1000&color_formula=Gamma+RGB+2.5+Saturation+1.4+Sigmoidal+RGB+2+0.7&asset_as_band=True&resampling=bilinear&format=png\",\"type\":\"application/json\",\"roles\":[\"tiles\"]}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-81.33,6.3,81.33],[141.7,-81.33,180.0,81.33]]},\"temporal\":{\"interval\":[[\"2017-02-28T00:16:52Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"GOES\",\"NOAA\",\"NASA\",\"Satellite\",\"Cloud\",\"Moisture\"],\"providers\":[{\"url\":\"https://www.nasa.gov/content/goes\",\"name\":\"NASA\",\"roles\":[\"producer\"]},{\"url\":\"https://www.goes-r.gov/\",\"name\":\"NOAA\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"platform\":[\"GOES-16\",\"GOES-17\",\"GOES-18\",\"GOES-19\"],\"goes:mode\":[\"3\",\"4\",\"6\"],\"instruments\":[\"ABI\"],\"goes:image-type\":[\"FULL + DISK\",\"CONUS\",\"MESOSCALE\"],\"goes:processing-level\":[\"L2\"]},\"description\":\"The + GOES-R Advanced Baseline Imager (ABI) L2 Cloud and Moisture Imagery product + provides 16 reflective and emissive bands at high temporal cadence over the + Western Hemisphere.\\n\\nThe GOES-R series is the latest in the Geostationary + Operational Environmental Satellites (GOES) program, which has been operated + in a collaborative effort by NOAA and NASA since 1975. The operational GOES-R + Satellites, GOES-16, GOES-17, and GOES-18, capture 16-band imagery from geostationary + orbits over the Western Hemisphere via the Advance Baseline Imager (ABI) radiometer. + The ABI captures 2 visible, 4 near-infrared, and 10 infrared channels at resolutions + between 0.5km and 2km.\\n\\n### Geographic coverage\\n\\nThe ABI captures + three levels of coverage, each at a different temporal cadence depending on + the modes described below. The geographic coverage for each image is described + by the `goes:image-type` STAC Item property.\\n\\n- _FULL DISK_: a circular + image depicting nearly full coverage of the Western Hemisphere.\\n- _CONUS_: + a 3,000 (lat) by 5,000 (lon) km rectangular image depicting the Continental + U.S. (GOES-16) or the Pacific Ocean including Hawaii (GOES-17).\\n- _MESOSCALE_: + a 1,000 by 1,000 km rectangular image. GOES-16 and 17 both alternate between + two different mesoscale geographic regions.\\n\\n### Modes\\n\\nThere are + three standard scanning modes for the ABI instrument: Mode 3, Mode 4, and + Mode 6.\\n\\n- Mode _3_ consists of one observation of the full disk scene + of the Earth, three observations of the continental United States (CONUS), + and thirty observations for each of two distinct mesoscale views every fifteen + minutes.\\n- Mode _4_ consists of the observation of the full disk scene every + five minutes.\\n- Mode _6_ consists of one observation of the full disk scene + of the Earth, two observations of the continental United States (CONUS), and + twenty observations for each of two distinct mesoscale views every ten minutes.\\n\\nThe + mode that each image was captured with is described by the `goes:mode` STAC + Item property.\\n\\nSee this [ABI Scan Mode Demonstration](https://youtu.be/_c5H6R-M0s8) + video for an idea of how the ABI scans multiple geographic regions over time.\\n\\n### + Cloud and Moisture Imagery\\n\\nThe Cloud and Moisture Imagery product contains + one or more images with pixel values identifying \\\"brightness values\\\" + that are scaled to support visual analysis. Cloud and Moisture Imagery product + (CMIP) files are generated for each of the sixteen ABI reflective and emissive + bands. In addition, there is a multi-band product file that includes the imagery + at all bands (MCMIP).\\n\\nThe Planetary Computer STAC Collection `goes-cmi` + captures both the CMIP and MCMIP product files into individual STAC Items + for each observation from a GOES-R satellite. It contains the original CMIP + and MCMIP NetCDF files, as well as cloud-optimized GeoTIFF (COG) exports of + the data from each MCMIP band (2km); the full-resolution CMIP band for bands + 1, 2, 3, and 5; and a Web Mercator COG of bands 1, 2 and 3, which are useful + for rendering.\\n\\nThis product is not in a standard coordinate reference + system (CRS), which can cause issues with some tooling that does not handle + non-standard large geographic regions.\\n\\n### For more information\\n- [Beginner\u2019s + Guide to GOES-R Series Data](https://www.goes-r.gov/downloads/resources/documents/Beginners_Guide_to_GOES-R_Series_Data.pdf)\\n- + [GOES-R Series Product Definition and Users\u2019 Guide: Volume 5 (Level 2A+ + Products)](https://www.goes-r.gov/products/docs/PUG-L2+-vol5.pdf) ([Spanish + verison](https://github.com/NOAA-Big-Data-Program/bdp-data-docs/raw/main/GOES/QuickGuides/Spanish/Guia%20introductoria%20para%20datos%20de%20la%20serie%20GOES-R%20V1.1%20FINAL2%20-%20Copy.pdf))\\n\\n\",\"item_assets\":{\"C01_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 01 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI + Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, + coastal water mapping\",\"center_wavelength\":0.47}]},\"C01_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 01\",\"eo:bands\":[{\"name\":\"ABI Band + 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, + coastal water mapping\",\"center_wavelength\":0.47}]},\"C02_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 02\",\"eo:bands\":[{\"name\":\"ABI Band + 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, + winds\",\"center_wavelength\":0.64}]},\"C03_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 03 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI + Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn + scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C03_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 03\",\"eo:bands\":[{\"name\":\"ABI Band + 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn scar, + aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C04_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 04\",\"eo:bands\":[{\"name\":\"ABI Band + 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38}]},\"C05_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 05 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI + Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase + and particle size, snow\",\"center_wavelength\":1.61}]},\"C05_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 05\",\"eo:bands\":[{\"name\":\"ABI Band + 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase and + particle size, snow\",\"center_wavelength\":1.61}]},\"C06_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 06\",\"eo:bands\":[{\"name\":\"ABI Band + 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud properties, + particle size, vegetation, snow\",\"center_wavelength\":2.25}]},\"C07_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 07\",\"eo:bands\":[{\"name\":\"ABI + Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89}]},\"C08_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 08\",\"eo:bands\":[{\"name\":\"ABI + Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17}]},\"C09_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 09\",\"eo:bands\":[{\"name\":\"ABI + Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93}]},\"C10_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 10\",\"eo:bands\":[{\"name\":\"ABI + Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34}]},\"C11_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 11\",\"eo:bands\":[{\"name\":\"ABI + Band 11\",\"description\":\"Total water for stability, cloud phase, dust, + silicon dioxide, rainfall\",\"center_wavelength\":8.44}]},\"C12_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 12\",\"eo:bands\":[{\"name\":\"ABI + Band 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61}]},\"C13_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 13\",\"eo:bands\":[{\"name\":\"ABI + Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33}]},\"C14_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 14\",\"eo:bands\":[{\"name\":\"ABI + Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19}]},\"C15_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 15\",\"eo:bands\":[{\"name\":\"ABI + Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27}]},\"C16_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery brightness temperature at top of atmosphere - Band 16\",\"eo:bands\":[{\"name\":\"ABI + Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}]},\"MCMIP-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery - Multiband\",\"eo:bands\":[{\"name\":\"ABI Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime + aerosol over land, coastal water mapping\",\"center_wavelength\":0.47},{\"name\":\"ABI + Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, + winds\",\"center_wavelength\":0.64},{\"name\":\"ABI Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime + vegetation, burn scar, aerosol over water, winds\",\"center_wavelength\":0.87},{\"name\":\"ABI + Band 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38},{\"name\":\"ABI + Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase + and particle size, snow\",\"center_wavelength\":1.61},{\"name\":\"ABI Band + 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud properties, + particle size, vegetation, snow\",\"center_wavelength\":2.25},{\"name\":\"ABI + Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89},{\"name\":\"ABI + Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17},{\"name\":\"ABI + Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93},{\"name\":\"ABI + Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34},{\"name\":\"ABI + Band 11\",\"description\":\"Total water for stability, cloud phase, dust, + silicon dioxide, rainfall\",\"center_wavelength\":8.44},{\"name\":\"ABI Band + 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61},{\"name\":\"ABI + Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33},{\"name\":\"ABI + Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19},{\"name\":\"ABI + Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27},{\"name\":\"ABI + Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}],\"description\":\"The + Cloud and Moisture Imagery product contains one or more Earth-view images + with pixel values identifying 'brightness values' that are scaled to support + visual analysis.\"},\"C02_0.5km\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 02 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI + Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, + winds\",\"center_wavelength\":0.64}]},\"C01_2km_wm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 01, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI + Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, + coastal water mapping\",\"center_wavelength\":0.47}]},\"C02_2km_wm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 02, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI + Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, + winds\",\"center_wavelength\":0.64}]},\"C03_2km_wm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery reflectance factor - Band 03, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI + Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn + scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C01_DQF_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud + and Moisture Imagery data quality flags - Band 01 (full resolution)\"},\"C01_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 01\"},\"C02_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 02\"},\"C03_DQF_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud + and Moisture Imagery data quality flags - Band 03 (full resolution)\"},\"C03_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 03\"},\"C04_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 04\"},\"C05_DQF_1km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud + and Moisture Imagery data quality flags - Band 05 (full resolution)\"},\"C05_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 05\"},\"C06_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 06\"},\"C07_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 07\"},\"C08_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 08\"},\"C09_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 09\"},\"C10_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 10\"},\"C11_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 11\"},\"C12_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 12\"},\"C13_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 13\"},\"C14_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 14\"},\"C15_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 15\"},\"C16_DQF_2km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture + Imagery data quality flags - Band 16\"},\"CMIP_C01-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 01\",\"eo:bands\":[{\"name\":\"ABI + Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, + coastal water mapping\",\"center_wavelength\":0.47}]},\"CMIP_C02-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 02\",\"eo:bands\":[{\"name\":\"ABI + Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, + winds\",\"center_wavelength\":0.64}]},\"CMIP_C03-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 03\",\"eo:bands\":[{\"name\":\"ABI + Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn + scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"CMIP_C04-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 04\",\"eo:bands\":[{\"name\":\"ABI + Band 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38}]},\"CMIP_C05-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 05\",\"eo:bands\":[{\"name\":\"ABI + Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase + and particle size, snow\",\"center_wavelength\":1.61}]},\"CMIP_C06-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery reflectance factor - Band 06\",\"eo:bands\":[{\"name\":\"ABI + Band 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud + properties, particle size, vegetation, snow\",\"center_wavelength\":2.25}]},\"CMIP_C07-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 07\",\"eo:bands\":[{\"name\":\"ABI + Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89}]},\"CMIP_C08-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 08\",\"eo:bands\":[{\"name\":\"ABI + Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17}]},\"CMIP_C09-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 09\",\"eo:bands\":[{\"name\":\"ABI + Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93}]},\"CMIP_C10-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 10\",\"eo:bands\":[{\"name\":\"ABI + Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34}]},\"CMIP_C11-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 11\",\"eo:bands\":[{\"name\":\"ABI + Band 11\",\"description\":\"Total water for stability, cloud phase, dust, + silicon dioxide, rainfall\",\"center_wavelength\":8.44}]},\"CMIP_C12-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 12\",\"eo:bands\":[{\"name\":\"ABI + Band 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61}]},\"CMIP_C13-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 13\",\"eo:bands\":[{\"name\":\"ABI + Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33}]},\"CMIP_C14-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 14\",\"eo:bands\":[{\"name\":\"ABI + Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19}]},\"CMIP_C15-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 15\",\"eo:bands\":[{\"name\":\"ABI + Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27}]},\"CMIP_C16-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud + and Moisture Imagery brightness temperature at top of atmosphere - Band 16\",\"eo:bands\":[{\"name\":\"ABI + Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}]},\"C02_DQF_0.5km\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud + and Moisture Imagery data quality flags - Band 02 (full resolution)\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"goes\",\"msft:container\":\"noaa-goes-cogs\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"goeseuwest\",\"msft:short_description\":\"High + temporal cadence cloud and moisture imagery over the Western Hemisphere from + the Advanced Baseline Imager (ABI) instrument.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '4058' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:52 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181751Z-174fc647fd5tfd8ghC1YTOnp1c0000000330000000003k3m + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404 + response: + body: + string: "{\"id\":\"conus404\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-21-0326.1\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.5066/P9PHPK4F\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.5065/ZYY0-Y036\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative + Commons Attribution 4.0 International\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/conus404\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CONUS404\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/conus404-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"CONUS404 + Thumbnail\"},\"zarr-abfs\":{\"href\":\"az://noaa/conus404.zarr\",\"type\":\"application/vnd+zarr\",\"roles\":[\"data\",\"zarr\",\"abfs\"],\"title\":\"CONUS404 + Zarr root\",\"description\":\"Azure Blob File Syustem URI of the Zarr store + for the CONUS404 dataset.\",\"xarray:open_kwargs\":{\"consolidated\":true},\"xarray:storage_options\":{\"account_name\":\"azureopendatastorage\"}},\"zarr-https\":{\"href\":\"https://azureopendatastorage.blob.core.windows.net/noaa/conus404.zarr\",\"type\":\"application/vnd+zarr\",\"roles\":[\"data\",\"zarr\",\"https\"],\"title\":\"CONUS404 + Zarr root\",\"description\":\"HTTPS URI of the Zarr store for the CONUS404 + dataset.\",\"xarray:open_kwargs\":{\"consolidated\":true}}},\"extent\":{\"spatial\":{\"bbox\":[[-137.873,17.631,-58.463,56.704]]},\"temporal\":{\"interval\":[[\"1979-10-01T00:00:00Z\",\"2022-09-30T23:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"sci:doi\":\"10.1175/BAMS-D-21-0326.1\",\"keywords\":[\"CONUS404\",\"Hydroclimate\",\"Hydrology\",\"Inland + Waters\",\"Precipitation\",\"Weather\",\"Climate\"],\"providers\":[{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]},{\"url\":\"https://doi.org/10.5066/P9PHPK4F\",\"name\":\"USGS\",\"roles\":[\"producer\"]},{\"url\":\"https://doi.org/10.5065/ZYY0-Y036\",\"name\":\"NCAR\",\"roles\":[\"producer\"]}],\"description\":\"[CONUS404](https://www.usgs.gov/data/conus404-four-kilometer-long-term-regional-hydroclimate-reanalysis-over-conterminous-united) + is a unique, high-resolution hydro-climate dataset appropriate for forcing + hydrological models and conducting meteorological analysis over the conterminous + United States. CONUS404, so named because it covers the CONterminous United + States for over 40 years at 4 km resolution, was produced by the Weather Research + and Forecasting (WRF) model simulations run by NCAR as part of a collaboration + with the USGS Water Mission Area. The CONUS404 includes 42 years of data (water + years 1980-2021) and the spatial domain extends beyond the CONUS into Canada + and Mexico, thereby capturing transboundary river basins and covering all + contributing areas for CONUS surface waters.\\n\\nThe CONUS404 dataset, produced + using WRF version 3.9.1.1, is the successor to the CONUS1 dataset in [ds612.0](https://rda.ucar.edu/datasets/ds612.0/) + (Liu, et al., 2017) with improved representation of weather and climate conditions + in the central United States due to the addition of a shallow groundwater + module and several other improvements in the NOAH-Multiparameterization land + surface model. It also uses a more up-to-date and higher-resolution reanalysis + dataset (ERA5) as input and covers a longer period than CONUS1.\",\"msft:region\":\"eastus\",\"sci:citation\":\"Rasmussen, + R. M., Chen, F., Liu, C.H., Ikeda, K., Prein, A., Kim, J., Schneider, T., + Dai, A., Gochis, D., Dugger, A., Zhang, Y., Jaye, A., Dudhia, J., He, C., + Harrold, M., Xue, L., Chen, S., Newman, A., Dougherty, E., Abolafia-Rosenzweig, + R., Lybarger, N. D., Viger, R., Lesmes, D., Skalak, K., Brakebill, J., Cline, + D., Dunne, K., Rasmussen, K., & Miguez-Macho, G. (2023). CONUS404: The NCAR\u2013USGS + 4-km Long-Term Regional Hydroclimate Reanalysis over the CONUS. Bulletin of + the American Meteorological Society, 104(8), E1382-E1408. https://doi.org/10.1175/BAMS-D-21-0326.1\",\"stac_version\":\"1.0.0\",\"cube:variables\":{\"P\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"Total + pressure (P0 + PB)\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Total + pressure (P0 + PB)\"},\"U\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m + s-1\",\"stagger\":\"X\",\"description\":\"U-component of wind with respect + to model grid\"},\"shape\":[376944,50,1015,1368],\"chunks\":[1,1,1015,1368],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east_stag\"],\"description\":\"U-component + of wind with respect to model grid\"},\"V\":{\"type\":\"data\",\"unit\":\"m + s-1\",\"attrs\":{\"units\":\"m s-1\",\"stagger\":\"Y\",\"description\":\"V-component + of wind with respect to model grid\"},\"shape\":[376944,50,1016,1367],\"chunks\":[1,1,1016,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north_stag\",\"west_east\"],\"description\":\"V-component + of wind with respect to model grid\"},\"W\":{\"type\":\"data\",\"unit\":\"m + s-1\",\"attrs\":{\"units\":\"m s-1\",\"stagger\":\"Z\",\"description\":\"W-component + of wind\"},\"shape\":[376944,51,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top_stag\",\"south_north\",\"west_east\"],\"description\":\"W-component + of wind\"},\"Z\":{\"type\":\"data\",\"unit\":\"m2 s-2\",\"attrs\":{\"units\":\"m2 + s-2\",\"stagger\":\"Z\",\"description\":\"Geopotential height (PH + PHB)/9.81\"},\"shape\":[376944,51,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top_stag\",\"south_north\",\"west_east\"],\"description\":\"Geopotential + height (PH + PHB)/9.81\"},\"LH\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"LATENT HEAT FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"LATENT + HEAT FLUX AT THE SURFACE\"},\"MU\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"dry + airmass in column (MU+MUB)\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"dry + airmass in column (MU+MUB)\"},\"Q2\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"long_name\":\"Water vapor mixing ratio at 2 meters\",\"description\":\"QV + at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"QV + at 2 M\"},\"SR\":{\"type\":\"data\",\"unit\":\"-\",\"attrs\":{\"units\":\"-\",\"stagger\":\"\",\"description\":\"fraction + of frozen precipitation\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"fraction + of frozen precipitation\"},\"T2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"TEMP + at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TEMP + at 2 M\"},\"TG\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"bulk + ground temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"bulk + ground temperature\"},\"TK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"Air + Temperature\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Air + Temperature\"},\"TV\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"vegetation + leaf temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"vegetation + leaf temperature\"},\"GLW\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"DOWNWARD LONG WAVE FLUX AT GROUND + SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"DOWNWARD + LONG WAVE FLUX AT GROUND SURFACE\"},\"HFX\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"UPWARD + HEAT FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"UPWARD + HEAT FLUX AT THE SURFACE\"},\"LAI\":{\"type\":\"data\",\"unit\":\"m-2/m-2\",\"attrs\":{\"units\":\"m-2/m-2\",\"stagger\":\"\",\"description\":\"LEAF + AREA INDEX\",\"number_of_significant_digits\":3},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"LEAF + AREA INDEX\"},\"OLR\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"TOA OUTGOING LONG WAVE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TOA + OUTGOING LONG WAVE\"},\"QFX\":{\"type\":\"data\",\"unit\":\"kg m-2 s-1\",\"attrs\":{\"units\":\"kg + m-2 s-1\",\"stagger\":\"\",\"description\":\"UPWARD MOISTURE FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"UPWARD + MOISTURE FLUX AT THE SURFACE\"},\"SST\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SEA + SURFACE TEMPERATURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SEA + SURFACE TEMPERATURE\"},\"TD2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"2-m + dewpoint temperature\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"2-m + dewpoint temperature\"},\"TH2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"POT + TEMP at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"POT + TEMP at 2 M\"},\"TSK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SURFACE + SKIN TEMPERATURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE + SKIN TEMPERATURE\"},\"U10\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m + s-1\",\"stagger\":\"\",\"long_name\":\"U-component wind with respect to model + grid at 10 meters\",\"description\":\"U at 10 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U + at 10 M\"},\"UST\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m + s-1\",\"stagger\":\"\",\"description\":\"U* IN SIMILARITY THEORY\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U* + IN SIMILARITY THEORY\"},\"V10\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m + s-1\",\"stagger\":\"\",\"long_name\":\"V-component wind with respect to model + grid at 10 meters\",\"description\":\"V at 10 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"V + at 10 M\"},\"ZWT\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"water + table depth\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"water + table depth\"},\"lat\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"\",\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"shape\":[1015,1367],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east\"],\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"lon\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"\",\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"shape\":[1015,1367],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east\"],\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"ACTR\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + transpiration, accumulated over prior 60 minutes\",\"description\":\"acccumlated + TR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + TR\"},\"PBLH\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"PBL + HEIGHT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"PBL + HEIGHT\"},\"PSFC\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"SFC + PRESSURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SFC + PRESSURE\"},\"PWAT\":{\"type\":\"data\",\"unit\":\"meters\",\"attrs\":{\"units\":\"meters\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n + over dimension(s): bottom_top\",\"description\":\"Precipitable Water\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Precipitable + Water\"},\"QICE\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Ice mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Ice + mixing ratio\"},\"QRFS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + baseflow since model start time\",\"description\":\"sum baseflow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum + baseflow\"},\"RECH\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + water tabel recharged since model init time\",\"description\":\"Accumulated + water tabel recharged\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated + water tabel recharged\"},\"SH2O\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 + m-3\",\"stagger\":\"Z\",\"description\":\"SOIL LIQUID WATER\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL + LIQUID WATER\"},\"SNOW\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg + m-2\",\"stagger\":\"\",\"description\":\"SNOW WATER EQUIVALENT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SNOW + WATER EQUIVALENT\"},\"TRAD\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"surface + radiative temperature\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"surface + radiative temperature\"},\"TSLB\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"Z\",\"description\":\"SOIL + TEMPERATURE\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL + TEMPERATURE\"},\"TSNO\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"Z\",\"description\":\"snow + temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow + temperature\"},\"ACEVB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + latent heat flux over bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated + EVB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + EVB\"},\"ACEVC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + latent heat flux for canopy layer, accumulated over prior 60 minutes\",\"description\":\"acccumlated + EVC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + EVC\"},\"ACEVG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + ground latent heat flux below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated + EVG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + EVG\"},\"ACGHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + heat flux into soil or snowpack for bare ground, accumulated over prior 60 + minutes\",\"description\":\"acccumlated GHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + GHB\"},\"ACGHV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + heat flux into soil or snowpack under canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated + GHV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + GHV\"},\"ACIRB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + net longwave radiation for bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated + IRB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + IRB\"},\"ACIRC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + net longwave radiation from canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated + IRC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + IRC\"},\"ACIRG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + net longwave radiation from ground below canopy, accumulated over prior 60 + minutes\",\"description\":\"acccumlated IRG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + IRG\"},\"ACQRF\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + groundwater baseflow, accumulated over prior 60 minutes\",\"description\":\"accumulated + baseflow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"accumulated + baseflow\"},\"ACSAV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + solar radiation absorbed by vegetated fraction, accumulated over prior 60 + minutes\",\"description\":\"acccumlated SAV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SAV\"},\"ACSHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + sensible heat flux at bare fraction, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SHB\"},\"ACSHC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + sensible heat flux, canopy to atmosphere, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SHC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SHC\"},\"ACSHG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + sensible heat flux from ground below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SHG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SHG\"},\"EMISS\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"SURFACE + EMISSIVITY\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE + EMISSIVITY\"},\"LWDNB\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING LONGWAVE + FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"LWDNT\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + DOWNWELLING LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING LONGWAVE FLUX AT TOP\"},\"LWUPB\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"LWUPT\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING LONGWAVE FLUX AT TOP\"},\"MLLCL\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Mixed-layer + lifting condensation level (LCL)\",\"description\":\"MIXED-LAYER LCL\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER + LCL\"},\"O3RAD\":{\"type\":\"data\",\"unit\":\"ppmv\",\"attrs\":{\"units\":\"ppmv\",\"stagger\":\"\",\"description\":\"RADIATION + 3D OZONE\",\"number_of_significant_digits\":5},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"RADIATION + 3D OZONE\"},\"P_HYD\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"hydrostatic + pressure\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"hydrostatic + pressure\"},\"QNICE\":{\"type\":\"data\",\"unit\":\" kg-1\",\"attrs\":{\"units\":\" + \ kg-1\",\"stagger\":\"\",\"description\":\"Ice Number concentration\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Ice + Number concentration\"},\"QRAIN\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Rain water mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Rain + water mixing ratio\"},\"QSLAT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + groundwater lateral flow since model start time\",\"description\":\"sum lateral + flow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum + lateral flow\"},\"QSNOW\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Snow mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Snow + mixing ratio\"},\"SBLCL\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Surface-based + lifting condensation level (LCL)\",\"description\":\"SURFACE-BASED LCL\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED + LCL\"},\"SMOIS\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 + m-3\",\"stagger\":\"Z\",\"description\":\"SOIL MOISTURE\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL + MOISTURE\"},\"SNICE\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"Z\",\"description\":\"snow + layer ice\"},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow + layer ice\"},\"SNLIQ\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"Z\",\"description\":\"snow + layer liquid\"},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow + layer liquid\"},\"SNOWC\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"FLAG + INDICATING SNOW COVERAGE (1 FOR SNOW COVER)\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"FLAG + INDICATING SNOW COVERAGE (1 FOR SNOW COVER)\"},\"SNOWH\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"PHYSICAL + SNOW DEPTH\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"PHYSICAL + SNOW DEPTH\"},\"SRH01\":{\"type\":\"data\",\"unit\":\"m2s-2\",\"attrs\":{\"units\":\"m2s-2\",\"stagger\":\"\",\"description\":\"0-1km + storm-relative helicity\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km + storm-relative helicity\"},\"SRH03\":{\"type\":\"data\",\"unit\":\"m2s-2\",\"attrs\":{\"units\":\"m2s-2\",\"stagger\":\"\",\"description\":\"0-3km + storm-relative helicity\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-3km + storm-relative helicity\"},\"SSTSK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SKIN + SEA SURFACE TEMPERATURE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SKIN + SEA SURFACE TEMPERATURE\"},\"SWDNB\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING SHORTWAVE + FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"SWDNT\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + DOWNWELLING SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"SWUPB\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"SWUPT\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING SHORTWAVE FLUX AT TOP\"},\"USHR1\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-1km + AGL U-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km + AGL U-component Wind Shear\"},\"USHR6\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-6km + AGL U-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-6km + AGL U-component Wind Shear\"},\"VSHR1\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-1km + AGL V-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km + AGL V-component Wind Shear\"},\"VSHR6\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-6km + AGL V-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-6km + AGL V-component Wind Shear\"},\"ZSNSO\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"Z\",\"description\":\"layer-bottom + depth from snow surf\",\"number_of_significant_digits\":5},\"shape\":[376944,7,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snso_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"layer-bottom + depth from snow surf\"},\"lat_u\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"X\",\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"shape\":[1015,1368],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east_stag\"],\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"lat_v\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"Y\",\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"shape\":[1016,1367],\"chunks\":[883,1187],\"dimensions\":[\"south_north_stag\",\"west_east\"],\"description\":\"LATITUDE, + SOUTH IS NEGATIVE\"},\"lon_u\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"X\",\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"shape\":[1015,1368],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east_stag\"],\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"lon_v\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"Y\",\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"shape\":[1016,1367],\"chunks\":[883,1187],\"dimensions\":[\"south_north_stag\",\"west_east\"],\"description\":\"LONGITUDE, + WEST IS NEGATIVE\"},\"ACDEWC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy dew rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QDEWC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QDEWC\"},\"ACECAN\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + net evaporation of canopy water (evap + sublim - dew - frost), accumulated + over prior 60 minutes\",\"description\":\"acccumlated ECAN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + ECAN\"},\"ACEDIR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + net soil evaporation or snowpack sublimation (evap or sublim - dew or frost), + accumulated over prior 60 minutes\",\"description\":\"acccumlated EDIR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + EDIR\"},\"ACEVAC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy evaporation, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QEVAC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QEVAC\"},\"ACFROC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy frost, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QFROC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QFROC\"},\"ACFRZC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + refreezing of canopy liquid water, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QFRZC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QFRZC\"},\"ACINTR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy rain interception rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QINTR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QINTR\"},\"ACINTS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy snow interception rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QINTS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QINTS\"},\"ACPAHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + precipitation advected energy to bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated + PAHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + PAHB\"},\"ACPAHG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + precipitation advected energy to below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated + PAHG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + PAHG\"},\"ACPAHV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + precipitation advected energy to vegetation, accumulated over prior 60 minutes\",\"description\":\"acccumlated + PAHV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + PAHV\"},\"ACQLAT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + groundwater lateral flow, accumulated over prior 60 minutes\",\"description\":\"accumulated + lateral flow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"accumulated + lateral flow\"},\"ACSAGB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + solar radiation absorbed by bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SAG under vegetation\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SAG under vegetation\"},\"ACSAGV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + solar radiation absorbed by vegetated ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SAG in bare section\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SAG in bare section\"},\"ACSNOM\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg + m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated total liquid water out + of the snowpack since model initial time\",\"description\":\"Accumulated total + liquid water out of the snowpack\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated + total liquid water out of the snowpack\"},\"ACSUBC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy snow sublimation, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QSUBC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QSUBC\"},\"ALBEDO\":{\"type\":\"data\",\"unit\":\"-\",\"attrs\":{\"units\":\"-\",\"stagger\":\"\",\"long_name\":\"Surface + albedo including snow effects\",\"description\":\"ALBEDO\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ALBEDO\"},\"CANICE\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"description\":\"intercepted + ice mass\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"intercepted + ice mass\"},\"CANWAT\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg + m-2\",\"stagger\":\"\",\"description\":\"CANOPY WATER\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"CANOPY + WATER\"},\"CLDFRA\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"CLOUD + FRACTION\",\"number_of_significant_digits\":4},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"CLOUD + FRACTION\"},\"COSZEN\":{\"type\":\"data\",\"unit\":\"dimensionless\",\"attrs\":{\"units\":\"dimensionless\",\"stagger\":\"\",\"description\":\"COS + of SOLAR ZENITH ANGLE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"COS + of SOLAR ZENITH ANGLE\"},\"LWDNBC\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING CLEAR SKY + LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"LWDNTC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"LWUPBC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"LWUPTC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"MLCAPE\":{\"type\":\"data\",\"unit\":\"J + kg-1\",\"attrs\":{\"units\":\"J kg-1\",\"stagger\":\"\",\"long_name\":\"Mixed-layer + convective available potential energy (CAPE)\",\"description\":\"MIXED-LAYER + CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER + CAPE\"},\"MLCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J + kg-1\",\"stagger\":\"\",\"long_name\":\"Mixed-layer convective inhibition + up to the level of free convection (CINH)\",\"description\":\"MIXED-LAYER + CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER + CINH\"},\"MUCAPE\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J + kg-1\",\"stagger\":\"\",\"long_name\":\"Most-unstable convective available + potential energy (CAPE)\",\"description\":\"MOST-UNSTABLE CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MOST-UNSTABLE + CAPE\"},\"MUCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J + kg-1\",\"stagger\":\"\",\"long_name\":\"Most-unstable convective inhibition + up to the level of free convection (CINH)\",\"description\":\"MOST-UNSTABLE + CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MOST-UNSTABLE + CINH\"},\"QCLOUD\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Cloud water mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Cloud + water mixing ratio\"},\"QGRAUP\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Graupel mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Graupel + mixing ratio\"},\"QNRAIN\":{\"type\":\"data\",\"unit\":\" kg(-1)\",\"attrs\":{\"units\":\" + \ kg(-1)\",\"stagger\":\"\",\"description\":\"Rain Number concentration\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Rain + Number concentration\"},\"QVAPOR\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"description\":\"Water vapor mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Water + vapor mixing ratio\"},\"SBCAPE\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J + kg-1\",\"stagger\":\"\",\"long_name\":\"Surface-based convective available + potential energy (CAPE)\",\"description\":\"SURFACE-BASED CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED + CAPE\"},\"SBCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J + kg-1\",\"stagger\":\"\",\"long_name\":\"Surface-based convective inhibition + up to the level of free convection (CINH)\",\"description\":\"SURFACE-BASED + CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED + CINH\"},\"SEAICE\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"SEA + ICE FLAG\",\"number_of_significant_digits\":3},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SEA + ICE FLAG\"},\"SMCWTD\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 + m-3\",\"stagger\":\"\",\"description\":\"deep soil moisture\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"deep + soil moisture\"},\"SWDNBC\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W + m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING CLEAR SKY + SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"SWDNTC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"SWDOWN\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"DOWNWARD + SHORT WAVE FLUX AT GROUND SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"DOWNWARD + SHORT WAVE FLUX AT GROUND SURFACE\"},\"SWNORM\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"NORMAL + SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"NORMAL + SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)\"},\"SWUPBC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"SWUPTC\":{\"type\":\"data\",\"unit\":\"W + m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS + UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"U_BUNK\":{\"type\":\"data\",\"unit\":\"ms-1\",\"attrs\":{\"units\":\"ms-1\",\"stagger\":\"\",\"description\":\"U-component + of Bunkers storm motion\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U-component + of Bunkers storm motion\"},\"V_BUNK\":{\"type\":\"data\",\"unit\":\"ms-1\",\"attrs\":{\"units\":\"ms-1\",\"stagger\":\"\",\"description\":\"V-component + of Bunkers storm motion\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"V-component + of Bunkers storm motion\"},\"ACDRIPR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy precipitation drip rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QDRIPR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QDRIPR\"},\"ACDRIPS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy snow drip rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QDRIPS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QDRIPS\"},\"ACETLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + total evaporation, accumulated over prior 60 minutes\",\"description\":\"acccumlated + ET\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + ET\"},\"ACETRAN\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + plant transpiration, accumulated over prior 60 minutes\",\"description\":\"acccumlated + ETRAN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + ETRAN\"},\"ACLWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling longwave radiation + flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED + DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"ACLWDNT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + downwelling longwave radiation flux at top, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING LONGWAVE FLUX + AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING LONGWAVE FLUX AT TOP\"},\"ACLWUPB\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling longwave radiation flux at bottom, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING LONGWAVE FLUX + AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"ACLWUPT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling longwave radiation flux at top, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING LONGWAVE FLUX + AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING LONGWAVE FLUX AT TOP\"},\"ACMELTC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy snow melt, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QMELTC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QMELTC\"},\"ACRUNSB\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + subsurface runoff, accumulated over prior 60 minutes\",\"description\":\"Accumulated + RUNSB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated + RUNSB\"},\"ACRUNSF\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + surface runoff, accumulated over prior 60 minutes\",\"description\":\"Accumulated + RUNSF\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated + RUNSF\"},\"ACSNBOT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + liquid water flux out of bottom of snowpack, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QSNBOT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QSNBOT\"},\"ACSNFRO\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + snowpack frost, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QSNFRO\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QSNFRO\"},\"ACSNSUB\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + snowpack sublimation, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QSNSUB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QSNSUB\"},\"ACSWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling shortwave radiation + flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED + DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"ACSWDNT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + downwelling shortwave radiation flux at top, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING SHORTWAVE + FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"ACSWUPB\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling shortwave radiation flux at bottom, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING SHORTWAVE FLUX + AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"ACSWUPT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling shortwave radiation flux at top, accumulated since last bucket_J + (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING SHORTWAVE FLUX + AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING SHORTWAVE FLUX AT TOP\"},\"ACTHROR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy rain throughfall, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QTHROR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QTHROR\"},\"ACTHROS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + canopy snow throughfall, accumulated over prior 60 minutes\",\"description\":\"acccumlated + QTHROS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + QTHROS\"},\"RAINNCV\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"description\":\"TIME-STEP + NONCONVECTIVE PRECIPITATION\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TIME-STEP + NONCONVECTIVE PRECIPITATION\"},\"ACGHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + total ground heat flux into soil or snowpack, accumulated over prior 60 minutes\",\"description\":\"acccumlated + total ground heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + total ground heat flux\"},\"ACLHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + total latent heat flux, accumulated over prior 60 minutes\",\"description\":\"acccumlated + total latent heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + total latent heat flux\"},\"ACLWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling clear sky longwave + radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"ACLWDNTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + downwelling clear sky longwave radiation flux at top, accumulated since last + bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING CLEAR + SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"ACLWUPBC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling clear sky longwave radiation flux at bottom, accumulated since last + bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR + SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"ACLWUPTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling clear sky longwave radiation flux at top, accumulated since last + bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR + SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"ACPAHLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + total precipitation heat flux advected to surface, accumulated over prior + 60 minutes\",\"description\":\"acccumlated total precip heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + total precip heat flux\"},\"ACSHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Acccumlated + total sensible heat flux, accumulated over prior 60 minutes\",\"description\":\"acccumlated + total sensible heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + total sensible heat flux\"},\"ACSWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling clear sky shortwave + radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"ACSWDNTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + downwelling clear sky shortwave radiation flux at top, accumulated since last + bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING CLEAR + SKY SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"ACSWUPBC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling clear sky shortwave radiation flux at bottom, accumulated since + last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING + CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"ACSWUPTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated + upwelling clear sky shortwave radiation flux at top accumulated since last + bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR + SKY SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"FORCPLSM\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"long_name\":\"Lowest + model pressure into land surface model\",\"description\":\"lowest model P + into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest + model P into LSM\"},\"FORCQLSM\":{\"type\":\"data\",\"unit\":\"kg/kg\",\"attrs\":{\"units\":\"kg/kg\",\"stagger\":\"\",\"long_name\":\"Lowest + model mixing ratio into land surface model\",\"description\":\"lowest model + Q into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest + model Q into LSM\"},\"FORCTLSM\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"long_name\":\"Lowest + model temperature into land surface model\",\"description\":\"lowest model + T into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest + model T into LSM\"},\"FORCWLSM\":{\"type\":\"data\",\"unit\":\"m/s\",\"attrs\":{\"units\":\"m/s\",\"stagger\":\"\",\"long_name\":\"Lowest + model wind speed into land surface model\",\"description\":\"lowest model + wind speed into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest + model wind speed into LSM\"},\"FORCZLSM\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Lowest + model height above ground level into land surface model\",\"description\":\"lowest + model Z into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest + model Z into LSM\"},\"QSPRINGS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + seeping water since model start time\",\"description\":\"sum seeping water\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum + seeping water\"},\"REFL_COM\":{\"type\":\"data\",\"unit\":\"dbZ\",\"attrs\":{\"units\":\"dbZ\",\"stagger\":\"\",\"description\":\"COMPOSITE + REFLECTIVITY\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"COMPOSITE + REFLECTIVITY\"},\"totalIce\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Ice + mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Ice + mixing ratio\"},\"totalLiq\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Cloud + water mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Cloud + water mixing ratio\"},\"totalVap\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg + kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Water + vapor mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Water + vapor mixing ratio\"},\"ACLWDNLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + longwave downwelling radiation at land surface model, accumulated over prior + 60 minutes\",\"description\":\"acccumlated LWDN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + LWDN\"},\"ACLWUPLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + longwave upwelling radiation at land surface model, accumulated over prior + 60 minutes\",\"description\":\"acccumlated LWUP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + LWUP\"},\"ACPONDING\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + surface ponding from complete pack melt, accumulated over prior 60 minutes\",\"description\":\"acccumlated + PONDING\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + PONDING\"},\"ACRAINLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + liquid precipitation into land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated + RAINLSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + RAINLSM\"},\"ACSNOWLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + frozen precipitation into land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SNOWLSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SNOWLSM\"},\"ACSWDNLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + shortwave radiation down at land surface model, accumulated over prior 60 + minutes\",\"description\":\"acccumlated SWDN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SWDN\"},\"ACSWUPLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated + shortwave radiation up at land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated + SWUP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + SWUP\"},\"I_ACLWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Bucket for downwelling longwave flux + at bottom accumulated since model start time\",\"description\":\"BUCKET FOR + DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWDNT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling longwave flux at top accumulated since model start time\",\"description\":\"BUCKET + FOR DOWNWELLING LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING LONGWAVE FLUX AT TOP\"},\"I_ACLWUPB\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling longwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET + FOR UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWUPT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling longwave flux at top accumulated since model start time\",\"description\":\"BUCKET + FOR UPWELLING LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING LONGWAVE FLUX AT TOP\"},\"I_ACSWDNB\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling shortwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET + FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWDNT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling shortwave flux at top accumulated since model start time\",\"description\":\"BUCKET + FOR DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"I_ACSWUPB\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling shortwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET + FOR UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWUPT\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling shortwave flux at top accumulated since model start time\",\"description\":\"BUCKET + FOR UPWELLING SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING SHORTWAVE FLUX AT TOP\"},\"REFL_10CM\":{\"type\":\"data\",\"unit\":\"dBZ\",\"attrs\":{\"units\":\"dBZ\",\"stagger\":\"\",\"description\":\"Radar + reflectivity (lamda = 10 cm)\",\"number_of_significant_digits\":5},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Radar + reflectivity (lamda = 10 cm)\"},\"ACRAINSNOW\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Acccumlated + rain on snow pack, accumulated over prior 60 minutes\",\"description\":\"acccumlated + rain on snow pack\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated + rain on snow pack\"},\"I_ACLWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J + m-2\",\"stagger\":\"\",\"long_name\":\"Bucket for downwelling clear sky longwave + flux at bottom accumulated since model start time\",\"description\":\"BUCKET + FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWDNTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling clear sky longwave flux at top accumulated since model start + time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT + TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"I_ACLWUPBC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling clear sky longwave flux at bottom accumulated since model start + time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWUPTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling clear sky longwave flux at top accumulated since model start + time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"I_ACSWDNBC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling clear sky shortwave flux at bottom accumulated since model + start time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE + FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWDNTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for downwelling clear sky shortwave flux at top accumulated since model start + time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT + TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"I_ACSWUPBC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling clear sky shortwave flux at bottom accumulated since model start + time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT + BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWUPTC\":{\"type\":\"data\",\"unit\":\"J + m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket + for upwelling clear sky shortwave flux at top accumulated since model start + time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT + TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET + FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"SNOWENERGY\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"description\":\"energy + content in snow relative to 273.16\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"energy + content in snow relative to 273.16\"},\"SOILENERGY\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"description\":\"energy + content in soil relative to 273.16\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"energy + content in soil relative to 273.16\"},\"PREC_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + grid scale precipitation , accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED + GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME\"},\"SNOW_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + snow water equivalent, accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED + SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"REFL_1KM_AGL\":{\"type\":\"data\",\"unit\":\"dbZ\",\"attrs\":{\"units\":\"dbZ\",\"stagger\":\"\",\"description\":\"1KM + AGL REFLECTIVITY\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"1KM + AGL REFLECTIVITY\"},\"GRAUPEL_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated + graupel water equivalent, accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED + GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED + GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"}},\"msft:container\":\"noaa\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"type\":\"spatial\",\"extent\":[17.647308349609375,57.34341812133789]},\"lon\":{\"axis\":\"x\",\"type\":\"spatial\",\"extent\":[-138.73135375976562,-57.068634033203125]},\"time\":{\"step\":\"P0DT1H0M0S\",\"type\":\"temporal\",\"extent\":[\"1979-10-01T00:00:00Z\",\"2022-09-30T23:00:00Z\"],\"description\":\"time\"},\"west_east\":{\"type\":\"count\",\"extent\":[0,1366],\"description\":\"west_east + index\"},\"bottom_top\":{\"type\":\"count\",\"extent\":[0,49],\"description\":\"bottom_top + index\"},\"south_north\":{\"type\":\"count\",\"extent\":[0,1014],\"description\":\"south_north + index\"},\"west_east_stag\":{\"type\":\"count\",\"extent\":[0,1367],\"description\":\"west_east_stag + index.\"},\"bottom_top_stag\":{\"type\":\"count\",\"extent\":[0,50],\"description\":\"bottom_top_stag + index\"},\"snow_layers_stag\":{\"type\":\"count\",\"extent\":[0,2],\"description\":\"snow + layer index.\"},\"snso_layers_stag\":{\"type\":\"count\",\"extent\":[0,6],\"description\":\"snso + layer index.\"},\"soil_layers_stag\":{\"type\":\"count\",\"extent\":[0,4],\"description\":\"soil + layer index.\"},\"south_north_stag\":{\"type\":\"count\",\"extent\":[0,1015],\"description\":\"south_north_stag + index.\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/datacube/v2.2.0/schema.json\"],\"msft:storage_account\":\"azureopendatastorage\",\"msft:short_description\":\"High-resolution + hydro-climate dataset for forcing hydrological models and meteorological analysis + over the conterminous United States.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '7837' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:53 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181752Z-174fc647fd5k9jvvhC1YTOwk640000000bc0000000000d0v + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity + response: + body: + string: '{"id":"3dep-lidar-intensity","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-intensity","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Intensity","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/intensity-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Intensity"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It is a collection of Cloud Optimized GeoTIFFs representing the pulse return + magnitude.\n\nThe values are based on the Intensity [PDAL dimension](https://pdal.io/dimensions.html) + and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) + and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"Intensity","unit":"metre","sampling":"point","data_type":"uint16","description":"Intensity + PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the Intensity + dimension.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1240' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:53 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181753Z-r15d8f49c9bkrdj8hC1YTOgwt40000000a3g000000002b9c + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid + response: + body: + string: '{"id":"3dep-lidar-pointsourceid","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-pointsourceid","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Point Source","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/pointsourceid-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-pointsourceid.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","PointSourceId"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It is a collection of Cloud Optimized GeoTIFFs representing the file source + ID from which the point originated. Zero indicates that the point originated + in the current file.\n\nThis values are based on the PointSourceId [PDAL dimension](https://pdal.io/dimensions.html) + and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) + and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"PointSourceId","unit":"metre","sampling":"point","data_type":"int32","description":"PointSourceId + PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for Cloud Optimized Geotiffs (COGs) using PDAL''s PointSourceId + dimension.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1449' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:54 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181753Z-r15d8f49c9b8x526hC1YTOx9c00000000ay00000000011pq + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs + response: + body: + string: '{"id":"mtbs","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs"},{"rel":"license","href":"https://catalog.data.gov/sl/dataset/mtbs-wildfire-burn-severity-mosaics-40c75","title":"CC + BY"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/mtbs","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MTBS: + Monitoring Trends in Burn Severity","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mtbs.png","type":"image/png","roles":["thumbnail"],"title":"MTBS"},"geoparquet-items":{"href":"abfs://items/mtbs.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.705027,56.331164,-137.664767,69.980073],[-127.579429,23.680916,-65.871833,50.870718]]},"temporal":{"interval":[["1984-12-31T00:00:00Z","2018-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["MTBS","USGS","USFS","USDA","Forest","Fire"],"providers":[{"url":"https://www.mtbs.gov/","name":"MTBS + program","roles":["producer","licensor"]},{"url":"https://carbonplan.org","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30]},"description":"[Monitoring + Trends in Burn Severity](https://www.mtbs.gov/) (MTBS) is an inter-agency + program whose goal is to consistently map the burn severity and extent of + large fires across the United States from 1984 to the present. This includes + all fires 1000 acres or greater in the Western United States and 500 acres + or greater in the Eastern United States. The burn severity mosaics in this + dataset consist of thematic raster images of MTBS burn severity classes for + all currently completed MTBS fires for the continental United States and Alaska.\n","item_assets":{"metadata":{"type":"text/html","roles":["metadata"],"title":"Metadata"},"burn-severity":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Burn + severity","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Unburned + to low"},{"values":[2],"summary":"Low"},{"values":[3],"summary":"Moderate"},{"values":[4],"summary":"High"},{"values":[5],"summary":"Increased + Greenness"}]}},"stac_version":"1.0.0","msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Annual + burn severity mosaics for the continental United States and Alaska","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1344' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:54 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181754Z-174fc647fd58qhlmhC1YTOqcx0000000030g000000003pmc + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap + response: + body: + string: '{"id":"noaa-c-cap","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-product-page.pdf","type":"application/pdf","title":"Handout + - C-CAP Products"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-faq-regional.pdf","type":"application/pdf","title":"Frequently + Asked Questions"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-class-scheme-regional.pdf","type":"application/pdf","title":"C-CAP + Classification Scheme and Class Definitions"},{"rel":"license","href":"https://coast.noaa.gov/digitalcoast/data/ccapregional.html","type":"text/html","title":"C-CAP + Regional Land Cover and Change"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-c-cap","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"C-CAP + Regional Land Cover and Change","assets":{"boundary":{"href":"https://coast.noaa.gov/data/digitalcoast/zip/ccap-mapping-bndry-wgs84.zip","type":"application/zip","title":"C-CAP + Mapping Boundary (shp file)"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-c-cap.png","type":"image/png","roles":["data"],"title":"NOAA + C-CAP"},"geoparquet-items":{"href":"abfs://items/noaa-c-cap.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-160.315986,17.892786,-64.966857,49.471148],[-127.984554,22.718719,-64.966857,49.471148],[-160.315986,18.879215,-154.706564,22.271167],[-67.290869,17.892786,-65.230246,18.538629]]},"temporal":{"interval":[["1975-01-01T00:00:00Z","2016-12-31T00:00:00Z"],["1975-01-01T00:00:00Z","2016-12-31T00:00:00Z"],["1992-01-01T00:00:00Z","2005-12-31T00:00:00Z"],["2010-01-01T00:00:00Z","2010-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["Land + Cover","Land Use","NOAA","Coastal"],"providers":[{"url":"https://coast.noaa.gov/digitalcoast/data/ccapregional.html","name":"National + Oceanic and Atmospheric Administration, Office for Coastal Management","roles":["licensor","producer","processor"]},{"url":"https//planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"Nationally + standardized, raster-based inventories of land cover for the coastal areas + of the U.S. Data are derived, through the Coastal Change Analysis Program, + from the analysis of multiple dates of remotely sensed imagery. Two file + types are available: individual dates that supply a wall-to-wall map, and + change files that compare one date to another. The use of standardized data + and procedures assures consistency through time and across geographies. C-CAP + data forms the coastal expression of the National Land Cover Database (NLCD) + and the A-16 land cover theme of the National Spatial Data Infrastructure. The + data are updated every 5 years.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":0,"description":"Background"},{"value":1,"description":"Unclassified + (Cloud, Shadow, etc)"},{"value":2,"color-hint":"FFFFFF","description":"High + Intensity Developed"},{"value":3,"color-hint":"C1C1C1","description":"Medium + Intensity Developed"},{"value":4,"color-hint":"979797","description":"Low + Intensity Developed"},{"value":5,"color-hint":"CCCA42","description":"Developed + Open Space"},{"value":6,"color-hint":"4E2409","description":"Cultivated Crops"},{"value":7,"color-hint":"BCA05B","description":"Pasture/Hay"},{"value":8,"color-hint":"EABB8E","description":"Grassland/Herbaceous"},{"value":9,"color-hint":"6FEC48","description":"Deciduous + Forest"},{"value":10,"color-hint":"15380A","description":"Evergreen Forest"},{"value":11,"color-hint":"489D48","description":"Mixed + Forest"},{"value":12,"color-hint":"6D6C1F","description":"Scrub/Shrub"},{"value":13,"color-hint":"245A5A","description":"Palustrine + Forested Wetland"},{"value":14,"color-hint":"E2742D","description":"Palustrine + Scrub/Shrub Wetland"},{"value":15,"color-hint":"DE3BEA","description":"Palustrine + Emergent Wetland (Persistent)"},{"value":16,"color-hint":"37083B","description":"Estuarine + Forested Wetland"},{"value":17,"color-hint":"631569","description":"Estuarine + Scrub/Shrub Wetland"},{"value":18,"color-hint":"A028A9","description":"Estuarine + Emergent Wetland"},{"value":19,"color-hint":"6DEEF0","description":"Unconsolidated + Shore"},{"value":20,"color-hint":"F3F050","description":"Bare Land"},{"value":21,"color-hint":"000A72","description":"Open + Water"},{"value":22,"color-hint":"0021E8","description":"Palustrine Aquatic + Bed"},{"value":23,"color-hint":"6777D4","description":"Estuarine Aquatic Bed"},{"value":24,"color-hint":"F3D147","description":"Tundra"},{"value":25,"color-hint":"BBF7EF","description":"Perennial + Ice/Snow"}]},"metadata":{"type":"application/xml","roles":["metadata"]}},"sci:citation":"National + Oceanic and Atmospheric Administration, Office for Coastal Management. Name + of Data Set: Coastal Change Analysis Program (C-CAP) Regional Land Cover. + Charleston, SC: NOAA Office for Coastal Management. Accessed April 2022 at + www.coast.noaa.gov/htdata/raster1/landcover/bulkdownload/30m_lc/.","stac_version":"1.0.0","msft:container":"noaa-c-cap","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Periodic + coastal landcover classifications back to 1975","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2234' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:55 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181754Z-r15d8f49c9bss6b6hC1YTO0m880000000ah0000000002qzh + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc + response: + body: + string: '{"id":"3dep-lidar-copc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Point Cloud","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-copc-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"Thumbnail"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Point + cloud"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + collection contains source data from the [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program) + reformatted into the [COPC](https://copc.io) format. A COPC file is a LAZ + 1.4 file that stores point data organized in a clustered octree. It contains + a VLR that describes the octree organization of data that are stored in LAZ + 1.4 chunks. The end product is a one-to-one mapping of LAZ to UTM-reprojected + COPC files.\n\nLAZ data is geospatial [LiDAR point cloud](https://en.wikipedia.org/wiki/Point_cloud) + (LPC) content stored in the compressed [LASzip](https://laszip.org?) format. + Data were reorganized and stored in LAZ-compatible [COPC](https://copc.io) + organization for use in Planetary Computer, which supports incremental spatial + access and cloud streaming.\n\nLPC can be summarized for construction of digital + terrain models (DTM), filtered for extraction of features like vegetation + and buildings, and visualized to provide a point cloud map of the physical + spaces the laser scanner interacted with. LPC content from 3DEP is used to + compute and extract a variety of landscape characterization products, and + some of them are provided by Planetary Computer, including Height Above Ground, + Relative Intensity Image, and DTM and Digital Surface Models.\n\nThe LAZ tiles + represent a one-to-one mapping of original tiled content as provided by the + [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program), with the exception + that the data were reprojected and normalized into appropriate UTM zones for + their location without adjustment to the vertical datum. In some cases, vertical + datum description may not match actual data values, especially for pre-2010 + USGS 3DEP point cloud data.\n\nIn addition to these COPC files, various higher-level + derived products are available as Cloud Optimized GeoTIFFs in [other collections](https://planetarycomputer.microsoft.com/dataset/group/3dep-lidar).","item_assets":{"data":{"type":"application/vnd.laszip+copc","roles":["data"],"title":"COPC + data","pc:type":"lidar","pc:encoding":"application/vnd.laszip+copc"},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COPC"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-copc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/pointcloud/v1.0.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"Nationwide + Lidar point cloud data in COPC format.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1811' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:56 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181755Z-r15d8f49c9bnmvr2hC1YTO99f00000000ah0000000003srx + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061 + response: + body: + string: '{"id":"modis-64A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1006/MCD64_User_Guide_V61.pdf","title":"MCD64 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD64A1","title":"MCD64A1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD64A1.061","title":"LP + DAAC - MCD64A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-64A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Burned Area Monthly","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-64A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Burned Area Monthly thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-64A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-11-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Fire","MCD64A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Terra and Aqua combined MCD64A1 Version 6.1 Burned Area data product is a + monthly, global gridded 500 meter (m) product containing per-pixel burned-area + and quality information. The MCD64A1 burned-area mapping approach employs + 500 m Moderate Resolution Imaging Spectroradiometer (MODIS) Surface Reflectance + imagery coupled with 1 kilometer (km) MODIS active fire observations. The + algorithm uses a burn sensitive Vegetation Index (VI) to create dynamic thresholds + that are applied to the composite data. The VI is derived from MODIS shortwave + infrared atmospherically corrected surface reflectance bands 5 and 7 with + a measure of temporal texture. The algorithm identifies the date of burn for + the 500 m grid cells within each individual MODIS tile. The date is encoded + in a single data layer as the ordinal day of the calendar year on which the + burn occurred with values assigned to unburned land pixels and additional + special values reserved for missing data and water grid cells. The data layers + provided in the MCD64A1 product include Burn Date, Burn Data Uncertainty, + Quality Assurance, along with First Day and Last Day of reliable change detection + of the year.","item_assets":{"QA":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Quality Assurance Indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Last_Day":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Last day of the year of + reliable change detection","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Burn_Date":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Burn + day of year","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"First_Day":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"First + day of the year of reliable change detection","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"Burn_Date_Uncertainty":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Estimated + uncertainty in burn day","raster:bands":[{"unit":"Day","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD64A1.061","citation":"Giglio, + L., Justice, C., Boschetti, L., & Roy, D. (2021). MODIS/Terra+Aqua + Burned Area Monthly L3 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS + Land Processes DAAC. https://doi.org/10.5067/MODIS/MCD64A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Burned Area Monthly","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2068' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:56 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181756Z-r15d8f49c9bfx6dchC1YTO08840000000am0000000002p9f + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic + response: + body: + string: '{"id":"alos-fnf-mosaic","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic"},{"rel":"handbook","href":"https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf","type":"application/pdf","title":"Global + 25 m Resolution PALSAR-2/PALSAR Forest/Non-Forest Map (FNF)","description":"Also + includes data usage information"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","type":"text/html","title":"JAXA + Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ALOS + Forest/Non-Forest Annual Mosaic","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-fnf-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"ALOS + PALSAR MOSAIC"},"geoparquet-items":{"href":"abfs://items/alos-fnf-mosaic.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,85.0,180.0,-56.0]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","version":"2.0.0","keywords":["ALOS","JAXA","Forest","Land + Cover","Global"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm","name":"Japan + Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://developmentseed.org","name":"Development + Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft + Planetary Computer","roles":["host","processor"]}],"summaries":{"platform":["ALOS","ALOS-2"],"instruments":["PALSAR","PALSAR-2"]},"description":"The + global 25m resolution SAR mosaics and forest/non-forest maps are free and + open annual datasets generated by [JAXA](https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm) + using the L-band Synthetic Aperture Radar sensors on the Advanced Land Observing + Satellite-2 (ALOS-2 PALSAR-2), the Advanced Land Observing Satellite (ALOS + PALSAR) and the Japanese Earth Resources Satellite-1 (JERS-1 SAR).\n\nThe + global forest/non-forest maps (FNF) were generated by a Random Forest machine + learning-based classification method, with the re-processed global 25m resolution + [PALSAR-2 mosaic dataset](https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic) + (Ver. 2.0.0) as input. Here, the \"forest\" is defined as the tree covered + land with an area larger than 0.5 ha and a canopy cover of over 10 %, in accordance + with the FAO definition of forest. The classification results are presented + in four categories, with two categories of forest areas: forests with a canopy + cover of 90 % or more and forests with a canopy cover of 10 % to 90 %, depending + on the density of the forest area.\n\nSee the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf) + for more details.\n","item_assets":{"C":{"role":"data","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"C","description":"Forest + vs Non-Forest classification","raster:bands":[{"nodata":0,"data_type":"uint8"}],"classification:classes":[{"name":"no_data","value":0,"description":"No + data"},{"name":"forest (>90%)","value":1,"description":"Forest (>90% canopy + cover)"},{"name":"forest (10-90%)","value":2,"description":"Forest (10-90% + canopy cover)"},{"name":"non_forest","value":3,"description":"Non-forest"},{"name":"water","value":4,"description":"Water"}]}},"stac_version":"1.0.0","msft:container":"palsar","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/version/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"https://pceo.blob.core.windows.net/","msft:short_description":"Global + 25m resolution map classifying \"forest\" and \"non-forest\" landcover.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1816' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:57 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181756Z-r15d8f49c9b7zs9thC1YTOzh1n0000000av0000000002f4y + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns + response: + body: + string: '{"id":"3dep-lidar-returns","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-returns","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Returns","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/numberofreturns-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-returns.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","NumberOfReturns"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It is a collection of Cloud Optimized GeoTIFFs representing the number of + returns for a given pulse.\n\nThis values are based on the PointSourceId [PDAL + dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) + and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to remove outliers and noise.\n\nThe values are based on the NumberOfReturns + [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) + and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"ReturnNumber","unit":"metre","sampling":"point","data_type":"int16","description":"Raster + for ReturnNumber PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the ReturnNumber + dimension.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1438' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:57 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181757Z-r15d8f49c9blgrcwhC1YTO0uxw00000001s00000000034et + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi + response: + body: + string: '{"id":"mobi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi"},{"rel":"license","href":"https://aka.ms/mobi-license","title":"NatureServe + MoBI license"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/mobi","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MoBI: + Map of Biodiversity Importance","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mobi.png","type":"image/png","roles":["thumbnail"],"title":"MoBI"},"geoparquet-items":{"href":"abfs://items/mobi.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-130.23751729209377,21.736663926419077,-63.66198266211968,49.184200486300604]]},"temporal":{"interval":[["2020-04-14T00:00:00Z","2020-04-14T00:00:00Z"]]}},"license":"proprietary","keywords":["MoBI","Natureserve","United + States","Biodiversity"],"providers":[{"url":"http://natureserve.org/","name":"NatureServe","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[990]},"description":"The + [Map of Biodiversity Importance](https://www.natureserve.org/conservation-tools/projects/map-biodiversity-importance) + (MoBI) consists of raster maps that combine habitat information for 2,216 + imperiled species occurring in the conterminous United States, using weightings + based on range size and degree of protection to identify areas of high importance + for biodiversity conservation. Species included in the project are those which, + as of September 2018, had a global conservation status of G1 (critical imperiled) + or G2 (imperiled) or which are listed as threatened or endangered at the full + species level under the United States Endangered Species Act. Taxonomic groups + included in the project are vertebrates (birds, mammals, amphibians, reptiles, + turtles, crocodilians, and freshwater and anadromous fishes), vascular plants, + selected aquatic invertebrates (freshwater mussels and crayfish) and selected + pollinators (bumblebees, butterflies, and skippers).\n\nThere are three types + of spatial data provided, described in more detail below: species richness, + range-size rarity, and protection-weighted range-size rarity. For each type, + this data set includes five different layers – one for all species combined, + and four additional layers that break the data down by taxonomic group (vertebrates, + plants, freshwater invertebrates, and pollinators) – for a total of + fifteen layers.\n\nThese data layers are intended to identify areas of high + potential value for on-the-ground biodiversity protection efforts. As a synthesis + of predictive models, they cannot guarantee either the presence or absence + of imperiled species at a given location. For site-specific decision-making, + these data should be used in conjunction with field surveys and/or documented + occurrence data, such as is available from the [NatureServe Network](https://www.natureserve.org/natureserve-network).\n","item_assets":{"RSR_All":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Range-size + rarity for all species"},"RSR_Plants":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for vascular + plants"},"RSR_Vertebrates":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Range-size + rarity for vertebrates"},"RSR_AquaticInverts":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for aquatic + invertebrates"},"PWRSR_GAP12_SUM_All":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Protection-weighted range-size + rarity for all species"},"SpeciesRichness_All":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Species richness for all + species"},"RSR_PollinatorInverts":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for pollinators"},"PWRSR_GAP12_SUM_Plants":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted + range-size rarity for vascular plants"},"SpeciesRichness_Plants":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species + richness for vascular plants"},"PWRSR_GAP12_SUM_Vertebrates":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted + range-size rarity for vertebrates"},"SpeciesRichness_Vertebrates":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species + richness for vertebrates"},"PWRSR_GAP12_SUM_AquaticInverts":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted + range-size rarity for aquatic invertebrates"},"SpeciesRichness_AquaticInverts":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species + richness for aquatic invertebrates"},"PWRSR_GAP12_SUM_PollinatorInverts":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted + range-size rarity for pollinators"},"SpeciesRichness_PollinatorInverts":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species + richness for pollinators"}},"stac_version":"1.0.0","msft:container":"mobi","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Habitat + information for 2,216 imperiled species occurring in the continental United + States","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2006' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:58 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181758Z-174fc647fd55l5h4hC1YTOrgc4000000043g000000002622 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2 + response: + body: + string: '{"id":"landsat-c2-l2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9IAXOVV","title":"Landsat + 4-5 TM Collection 2 Level-2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9C7I13B","title":"Landsat + 7 ETM+ Collection 2 Level-2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9OGBGM6","title":"Landsat + 8-9 OLI/TIRS Collection 2 Level-2"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/landsat-c2-l2","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Landsat + Collection 2 Level-2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Landsat + Collection 2 Level-2 thumbnail"},"geoparquet-items":{"href":"abfs://items/landsat-c2-l2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1982-08-22T00:00:00Z",null]]}},"license":"proprietary","keywords":["Landsat","USGS","NASA","Satellite","Global","Imagery","Reflectance","Temperature"],"providers":[{"url":"https://landsat.gsfc.nasa.gov/","name":"NASA","roles":["producer","licensor"]},{"url":"https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products","name":"USGS","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30,60,100,120],"sci:doi":["10.5066/P9IAXOVV","10.5066/P9C7I13B","10.5066/P9OGBGM6"],"eo:bands":[{"name":"TM_B1","common_name":"blue","description":"Visible + blue (Thematic Mapper)","center_wavelength":0.49,"full_width_half_max":0.07},{"name":"TM_B2","common_name":"green","description":"Visible + green (Thematic Mapper)","center_wavelength":0.56,"full_width_half_max":0.08},{"name":"TM_B3","common_name":"red","description":"Visible + red (Thematic Mapper)","center_wavelength":0.66,"full_width_half_max":0.06},{"name":"TM_B4","common_name":"nir08","description":"Near + infrared (Thematic Mapper)","center_wavelength":0.83,"full_width_half_max":0.14},{"name":"TM_B5","common_name":"swir16","description":"Short-wave + infrared (Thematic Mapper)","center_wavelength":1.65,"full_width_half_max":0.2},{"name":"TM_B6","common_name":"lwir","description":"Long-wave + infrared (Thematic Mapper)","center_wavelength":11.45,"full_width_half_max":2.1},{"name":"TM_B7","common_name":"swir22","description":"Short-wave + infrared (Thematic Mapper)","center_wavelength":2.22,"full_width_half_max":0.27},{"name":"ETM_B1","common_name":"blue","description":"Visible + blue (Enhanced Thematic Mapper Plus)","center_wavelength":0.48,"full_width_half_max":0.07},{"name":"ETM_B2","common_name":"green","description":"Visible + green (Enhanced Thematic Mapper Plus)","center_wavelength":0.56,"full_width_half_max":0.08},{"name":"ETM_B3","common_name":"red","description":"Visible + red (Enhanced Thematic Mapper Plus)","center_wavelength":0.66,"full_width_half_max":0.06},{"name":"ETM_B4","common_name":"nir08","description":"Near + infrared (Enhanced Thematic Mapper Plus)","center_wavelength":0.84,"full_width_half_max":0.13},{"name":"ETM_B5","common_name":"swir16","description":"Short-wave + infrared (Enhanced Thematic Mapper Plus)","center_wavelength":1.65,"full_width_half_max":0.2},{"name":"ETM_B6","common_name":"lwir","description":"Long-wave + infrared (Enhanced Thematic Mapper Plus)","center_wavelength":11.34,"full_width_half_max":2.05},{"name":"ETM_B7","common_name":"swir22","description":"Short-wave + infrared (Enhanced Thematic Mapper Plus)","center_wavelength":2.2,"full_width_half_max":0.28},{"name":"OLI_B1","common_name":"coastal","description":"Coastal/Aerosol + (Operational Land Imager)","center_wavelength":0.44,"full_width_half_max":0.02},{"name":"OLI_B2","common_name":"blue","description":"Visible + blue (Operational Land Imager)","center_wavelength":0.48,"full_width_half_max":0.06},{"name":"OLI_B3","common_name":"green","description":"Visible + green (Operational Land Imager)","center_wavelength":0.56,"full_width_half_max":0.06},{"name":"OLI_B4","common_name":"red","description":"Visible + red (Operational Land Imager)","center_wavelength":0.65,"full_width_half_max":0.04},{"name":"OLI_B5","common_name":"nir08","description":"Near + infrared (Operational Land Imager)","center_wavelength":0.87,"full_width_half_max":0.03},{"name":"OLI_B6","common_name":"swir16","description":"Short-wave + infrared (Operational Land Imager)","center_wavelength":1.61,"full_width_half_max":0.09},{"name":"OLI_B7","common_name":"swir22","description":"Short-wave + infrared (Operational Land Imager)","center_wavelength":2.2,"full_width_half_max":0.19},{"name":"TIRS_B10","common_name":"lwir11","description":"Long-wave + infrared (Thermal Infrared Sensor)","center_wavelength":10.9,"full_width_half_max":0.59}],"platform":["landsat-4","landsat-5","landsat-7","landsat-8","landsat-9"],"instruments":["tm","etm+","oli","tirs"],"view:off_nadir":{"maximum":15,"minimum":0}},"description":"Landsat + Collection 2 Level-2 [Science Products](https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products), + consisting of atmospherically corrected [surface reflectance](https://www.usgs.gov/landsat-missions/landsat-collection-2-surface-reflectance) + and [surface temperature](https://www.usgs.gov/landsat-missions/landsat-collection-2-surface-temperature) + image data. Collection 2 Level-2 Science Products are available from August + 22, 1982 to present.\n\nThis dataset represents the global archive of Level-2 + data from [Landsat Collection 2](https://www.usgs.gov/core-science-systems/nli/landsat/landsat-collection-2) + acquired by the [Thematic Mapper](https://landsat.gsfc.nasa.gov/thematic-mapper/) + onboard Landsat 4 and 5, the [Enhanced Thematic Mapper](https://landsat.gsfc.nasa.gov/the-enhanced-thematic-mapper-plus-etm/) + onboard Landsat 7, and the [Operatational Land Imager](https://landsat.gsfc.nasa.gov/satellites/landsat-8/spacecraft-instruments/operational-land-imager/) + and [Thermal Infrared Sensor](https://landsat.gsfc.nasa.gov/satellites/landsat-8/spacecraft-instruments/thermal-infrared-sensor/) + onboard Landsat 8 and 9. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) + format.\n","item_assets":{"qa":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Temperature Quality Assessment Band","description":"Collection 2 Level-2 Quality + Assessment Band (ST_QA) Surface Temperature Product","raster:bands":[{"unit":"kelvin","scale":0.01,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"ang":{"type":"text/plain","roles":["metadata"],"title":"Angle + Coefficients File","description":"Collection 2 Level-1 Angle Coefficients + File"},"red":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Red + Band","eo:bands":[{"common_name":"red","description":"Visible red"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"blue":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Blue + Band","eo:bands":[{"common_name":"blue","description":"Visible blue"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"drad":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Downwelled + Radiance Band","description":"Collection 2 Level-2 Downwelled Radiance Band + (ST_DRAD) Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"emis":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Emissivity + Band","description":"Collection 2 Level-2 Emissivity Band (ST_EMIS) Surface + Temperature Product","raster:bands":[{"unit":"emissivity coefficient","scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"emsd":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Emissivity + Standard Deviation Band","description":"Collection 2 Level-2 Emissivity Standard + Deviation Band (ST_EMSD) Surface Temperature Product","raster:bands":[{"unit":"emissivity + coefficient","scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"lwir":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Surface + Temperature Band","eo:bands":[{"common_name":"lwir","description":"Long-wave + infrared"}],"description":"Collection 2 Level-2 Thermal Infrared Band (ST_B6) + Surface Temperature","raster:bands":[{"unit":"kelvin","scale":0.00341802,"nodata":0,"offset":149.0,"data_type":"uint16","spatial_resolution":30}]},"trad":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal + Radiance Band","description":"Collection 2 Level-2 Thermal Radiance Band (ST_TRAD) + Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"urad":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Upwelled + Radiance Band","description":"Collection 2 Level-2 Upwelled Radiance Band + (ST_URAD) Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"atran":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Atmospheric + Transmittance Band","description":"Collection 2 Level-2 Atmospheric Transmittance + Band (ST_ATRAN) Surface Temperature Product","raster:bands":[{"scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"cdist":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cloud + Distance Band","description":"Collection 2 Level-2 Cloud Distance Band (ST_CDIST) + Surface Temperature Product","raster:bands":[{"unit":"kilometer","scale":0.01,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"green":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Green + Band","eo:bands":[{"common_name":"green","description":"Visible green","center_wavelength":0.56}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"nir08":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Near + Infrared Band 0.8","eo:bands":[{"common_name":"nir08","description":"Near + infrared"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"lwir11":{"gsd":100,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Surface + Temperature Band","eo:bands":[{"name":"TIRS_B10","common_name":"lwir11","description":"Long-wave + infrared","center_wavelength":10.9,"full_width_half_max":0.59}],"description":"Collection + 2 Level-2 Thermal Infrared Band (ST_B10) Surface Temperature","raster:bands":[{"unit":"kelvin","scale":0.00341802,"nodata":0,"offset":149.0,"data_type":"uint16","spatial_resolution":30}]},"swir16":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Short-wave + Infrared Band 1.6","eo:bands":[{"common_name":"swir16","description":"Short-wave + infrared"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"swir22":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Short-wave + Infrared Band 2.2","eo:bands":[{"common_name":"swir22","description":"Short-wave + infrared"}],"description":"Collection 2 Level-2 Short-wave Infrared Band 2.2 + (SR_B7) Surface Reflectance","raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"coastal":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Coastal/Aerosol + Band","eo:bands":[{"name":"OLI_B1","common_name":"coastal","description":"Coastal/Aerosol","center_wavelength":0.44,"full_width_half_max":0.02}],"description":"Collection + 2 Level-2 Coastal/Aerosol Band (SR_B1) Surface Reflectance","raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"mtl.txt":{"type":"text/plain","roles":["metadata"],"title":"Product + Metadata File (txt)","description":"Collection 2 Level-2 Product Metadata + File (txt)"},"mtl.xml":{"type":"application/xml","roles":["metadata"],"title":"Product + Metadata File (xml)","description":"Collection 2 Level-2 Product Metadata + File (xml)"},"cloud_qa":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud","cloud-shadow","snow-ice","water-mask"],"title":"Cloud + Quality Assessment Band","description":"Collection 2 Level-2 Cloud Quality + Assessment Band (SR_CLOUD_QA) Surface Reflectance Product","raster:bands":[{"unit":"bit + index","data_type":"uint8","spatial_resolution":30}],"classification:bitfields":[{"name":"ddv","length":1,"offset":0,"classes":[{"name":"not_ddv","value":0,"description":"Pixel + has no DDV"},{"name":"ddv","value":1,"description":"Pixel has DDV"}],"description":"Dense + Dark Vegetation (DDV)"},{"name":"cloud","length":1,"offset":1,"classes":[{"name":"not_cloud","value":0,"description":"Pixel + has no cloud"},{"name":"cloud","value":1,"description":"Pixel has cloud"}],"description":"Cloud + mask"},{"name":"cloud_shadow","length":1,"offset":2,"classes":[{"name":"not_shadow","value":0,"description":"Pixel + has no cloud shadow"},{"name":"shadow","value":1,"description":"Pixel has + cloud shadow"}],"description":"Cloud shadow mask"},{"name":"cloud_adjacent","length":1,"offset":3,"classes":[{"name":"not_adjacent","value":0,"description":"Pixel + is not adjacent to cloud"},{"name":"adjacent","value":1,"description":"Pixel + is adjacent to cloud"}],"description":"Cloud adjacency"},{"name":"snow","length":1,"offset":4,"classes":[{"name":"not_snow","value":0,"description":"Pixel + is not snow"},{"name":"shadow","value":1,"description":"Pixel is snow"}],"description":"Snow + mask"},{"name":"water","length":1,"offset":5,"classes":[{"name":"not_water","value":0,"description":"Pixel + is not water"},{"name":"water","value":1,"description":"Pixel is water"}],"description":"Water + mask"}]},"mtl.json":{"type":"application/json","roles":["metadata"],"title":"Product + Metadata File (json)","description":"Collection 2 Level-2 Product Metadata + File (json)"},"qa_pixel":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud","cloud-shadow","snow-ice","water-mask"],"title":"Pixel + Quality Assessment Band","description":"Collection 2 Level-1 Pixel Quality + Assessment Band (QA_PIXEL)","raster:bands":[{"unit":"bit index","nodata":1,"data_type":"uint16","spatial_resolution":30}]},"qa_radsat":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["saturation"],"raster:bands":[{"unit":"bit + index","data_type":"uint16","spatial_resolution":30}]},"qa_aerosol":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data-mask","water-mask"],"title":"Aerosol + Quality Assessment Band","description":"Collection 2 Level-2 Aerosol Quality + Assessment Band (SR_QA_AEROSOL) Surface Reflectance Product","raster:bands":[{"unit":"bit + index","nodata":1,"data_type":"uint8","spatial_resolution":30}],"classification:bitfields":[{"name":"fill","length":1,"offset":0,"classes":[{"name":"not_fill","value":0,"description":"Pixel + is not fill"},{"name":"fill","value":1,"description":"Pixel is fill"}],"description":"Image + or fill data"},{"name":"retrieval","length":1,"offset":1,"classes":[{"name":"not_valid","value":0,"description":"Pixel + retrieval is not valid"},{"name":"valid","value":1,"description":"Pixel retrieval + is valid"}],"description":"Valid aerosol retrieval"},{"name":"water","length":1,"offset":2,"classes":[{"name":"not_water","value":0,"description":"Pixel + is not water"},{"name":"water","value":1,"description":"Pixel is water"}],"description":"Water + mask"},{"name":"interpolated","length":1,"offset":5,"classes":[{"name":"not_interpolated","value":0,"description":"Pixel + is not interpolated aerosol"},{"name":"interpolated","value":1,"description":"Pixel + is interpolated aerosol"}],"description":"Aerosol interpolation"},{"name":"level","length":2,"offset":6,"classes":[{"name":"climatology","value":0,"description":"No + aerosol correction applied"},{"name":"low","value":1,"description":"Low aerosol + level"},{"name":"medium","value":2,"description":"Medium aerosol level"},{"name":"high","value":3,"description":"High + aerosol level"}],"description":"Aerosol level"}]},"atmos_opacity":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Atmospheric + Opacity Band","description":"Collection 2 Level-2 Atmospheric Opacity Band + (SR_ATMOS_OPACITY) Surface Reflectance Product","raster:bands":[{"scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]}},"stac_version":"1.0.0","msft:group_id":"landsat","msft:container":"landsat-c2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"landsateuwest","msft:short_description":"Landsat + Collection 2 Level-2 data from the Thematic Mapper (TM) onboard Landsat 4 + and 5, the Enhanced Thematic Mapper Plus (ETM+) onboard Landsat 7, and the + Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS) onboard Landsat + 8 and 9.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3454' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:58 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181758Z-r15d8f49c9blgrcwhC1YTO0uxw00000001r0000000003cyy + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds + response: + body: + string: '{"id":"era5-pds","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds"},{"rel":"license","href":"https://apps.ecmwf.int/datasets/licences/copernicus/","type":"application/pdf","title":"License + to Use Copernicus Products"},{"rel":"describedby","href":"https://confluence.ecmwf.int/display/CKB/ERA5","type":"text/html","title":"Project + homepage"},{"rel":"describedby","href":"https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it","type":"text/html","title":"How + to cite"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/era5-pds","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ERA5 + - PDS","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/era5-thumbnail.png","type":"image/png","title":"Thumbnail"},"geoparquet-items":{"href":"abfs://items/era5-pds.parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","media_type":"application/x-parquet","description":"Snapshot of + the collection''s STAC items exported to GeoParquet format.","extra_fields":{"msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["1979-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["ERA5","ECMWF","Precipitation","Temperature","Reanalysis","Weather"],"providers":[{"url":"https://www.ecmwf.int/","name":"ECMWF","roles":["producer","licensor"]},{"url":"https://planetos.com/","name":"Planet + OS","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"era5:kind":["fc","an"]},"description":"ERA5 + is the fifth generation ECMWF atmospheric reanalysis of the global climate\ncovering + the period from January 1950 to present. ERA5 is produced by the\nCopernicus + Climate Change Service (C3S) at ECMWF.\n\nReanalysis combines model data with + observations from across the world into a\nglobally complete and consistent + dataset using the laws of physics. This\nprinciple, called data assimilation, + is based on the method used by numerical\nweather prediction centres, where + every so many hours (12 hours at ECMWF) a\nprevious forecast is combined with + newly available observations in an optimal\nway to produce a new best estimate + of the state of the atmosphere, called\nanalysis, from which an updated, improved + forecast is issued. Reanalysis works\nin the same way, but at reduced resolution + to allow for the provision of a\ndataset spanning back several decades. Reanalysis + does not have the constraint\nof issuing timely forecasts, so there is more + time to collect observations, and\nwhen going further back in time, to allow + for the ingestion of improved versions\nof the original observations, which + all benefit the quality of the reanalysis\nproduct.\n\nThis dataset was converted + to Zarr by [Planet OS](https://planetos.com/).\nSee [their documentation](https://github.com/planet-os/notebooks/blob/master/aws/era5-pds.md)\nfor + more.\n\n## STAC Metadata\n\nTwo types of data variables are provided: \"forecast\" + (`fc`) and \"analysis\" (`an`).\n\n* An **analysis**, of the atmospheric conditions, + is a blend of observations\n with a previous forecast. An analysis can only + provide\n [instantaneous](https://confluence.ecmwf.int/display/CKB/Model+grid+box+and+time+step)\n parameters + (parameters valid at a specific time, e.g temperature at 12:00),\n but not + accumulated parameters, mean rates or min/max parameters.\n* A **forecast** + starts with an analysis at a specific time (the ''initialization\n time''), + and a model computes the atmospheric conditions for a number of\n ''forecast + steps'', at increasing ''validity times'', into the future. A forecast\n can + provide\n [instantaneous](https://confluence.ecmwf.int/display/CKB/Model+grid+box+and+time+step)\n parameters, + accumulated parameters, mean rates, and min/max parameters.\n\nEach [STAC](https://stacspec.org/) + item in this collection covers a single month\nand the entire globe. There + are two STAC items per month, one for each type of data\nvariable (`fc` and + `an`). The STAC items include an `ecmwf:kind` properties to\nindicate which + kind of variables that STAC item catalogs.\n\n## How to acknowledge, cite + and refer to ERA5\n\nAll users of data on the Climate Data Store (CDS) disks + (using either the web interface or the CDS API) must provide clear and visible + attribution to the Copernicus programme and are asked to cite and reference + the dataset provider:\n\nAcknowledge according to the [licence to use Copernicus + Products](https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf).\n\nCite + each dataset used as indicated on the relevant CDS entries (see link to \"Citation\" + under References on the Overview page of the dataset entry).\n\nThroughout + the content of your publication, the dataset used is referred to as Author + (YYYY).\n\nThe 3-steps procedure above is illustrated with this example: [Use + Case 2: ERA5 hourly data on single levels from 1979 to present](https://confluence.ecmwf.int/display/CKB/Use+Case+2%3A+ERA5+hourly+data+on+single+levels+from+1979+to+present).\n\nFor + complete details, please refer to [How to acknowledge and cite a Climate Data + Store (CDS) catalogue entry and the data published as part of it](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it).","item_assets":{"surface_air_pressure":{"type":"application/vnd+zarr","roles":["data"],"title":"Surface + pressure","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"sea_surface_temperature":{"type":"application/vnd+zarr","roles":["data"],"title":"Sea + surface temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"eastward_wind_at_10_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"10 + metre U wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"2 + metre temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"eastward_wind_at_100_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"100 + metre U wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"northward_wind_at_10_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"10 + metre V wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"northward_wind_at_100_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"100 + metre V wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_pressure_at_mean_sea_level":{"type":"application/vnd+zarr","roles":["data"],"title":"Mean + sea level pressure","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"dew_point_temperature_at_2_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"2 + metre dewpoint temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"precipitation_amount_1hour_Accumulation":{"type":"application/vnd+zarr","roles":["data"],"title":"Total + precipitation","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres_1hour_Maximum":{"type":"application/vnd+zarr","roles":["data"],"title":"Maximum + temperature at 2 metres since previous post-processing","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres_1hour_Minimum":{"type":"application/vnd+zarr","roles":["data"],"title":"Minimum + temperature at 2 metres since previous post-processing","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation":{"type":"application/vnd+zarr","roles":["data"],"title":"Surface + solar radiation downwards","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}}},"stac_version":"1.0.0","cube:variables":{"time1_bounds":{"type":"data","attrs":{},"shape":[null,2],"dimensions":["time","nv"]},"surface_air_pressure":{"type":"data","unit":"Pa","attrs":{"units":"Pa","nameCDM":"Surface_pressure_surface","long_name":"Surface + pressure","nameECMWF":"Surface pressure","product_type":"analysis","standard_name":"surface_air_pressure","shortNameECMWF":"sp"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Surface + pressure"},"sea_surface_temperature":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Sea_surface_temperature_surface","long_name":"Sea + surface temperature","nameECMWF":"Sea surface temperature","product_type":"analysis","standard_name":"sea_surface_temperature","shortNameECMWF":"sst"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Sea + surface temperature"},"eastward_wind_at_10_metres":{"type":"data","unit":"m + s**-1","attrs":{"units":"m s**-1","nameCDM":"10_metre_U_wind_component_surface","long_name":"10 + metre U wind component","nameECMWF":"10 metre U wind component","product_type":"analysis","standard_name":"eastward_wind","shortNameECMWF":"10u"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"10 + metre U wind component"},"air_temperature_at_2_metres":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"2_metre_temperature_surface","long_name":"2 + metre temperature","nameECMWF":"2 metre temperature","product_type":"analysis","standard_name":"air_temperature","shortNameECMWF":"2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"2 + metre temperature"},"eastward_wind_at_100_metres":{"type":"data","unit":"m + s**-1","attrs":{"units":"m s**-1","nameCDM":"100_metre_U_wind_component_surface","long_name":"100 + metre U wind component","nameECMWF":"100 metre U wind component","product_type":"analysis","standard_name":"eastward_wind","shortNameECMWF":"100u"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"100 + metre U wind component"},"northward_wind_at_10_metres":{"type":"data","unit":"m + s**-1","attrs":{"units":"m s**-1","nameCDM":"10_metre_V_wind_component_surface","long_name":"10 + metre V wind component","nameECMWF":"10 metre V wind component","product_type":"analysis","standard_name":"northward_wind","shortNameECMWF":"10v"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"10 + metre V wind component"},"northward_wind_at_100_metres":{"type":"data","unit":"m + s**-1","attrs":{"units":"m s**-1","nameCDM":"100_metre_V_wind_component_surface","long_name":"100 + metre V wind component","nameECMWF":"100 metre V wind component","product_type":"analysis","standard_name":"northward_wind","shortNameECMWF":"100v"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"100 + metre V wind component"},"air_pressure_at_mean_sea_level":{"type":"data","unit":"Pa","attrs":{"units":"Pa","nameCDM":"Mean_sea_level_pressure_surface","long_name":"Mean + sea level pressure","nameECMWF":"Mean sea level pressure","product_type":"analysis","standard_name":"air_pressure_at_mean_sea_level","shortNameECMWF":"msl"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Mean + sea level pressure"},"dew_point_temperature_at_2_metres":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"2_metre_dewpoint_temperature_surface","long_name":"2 + metre dewpoint temperature","nameECMWF":"2 metre dewpoint temperature","product_type":"analysis","standard_name":"dew_point_temperature","shortNameECMWF":"2d"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"2 + metre dewpoint temperature"},"precipitation_amount_1hour_Accumulation":{"type":"data","unit":"m","attrs":{"units":"m","nameCDM":"Total_precipitation_1hour_Accumulation","long_name":"Total + precipitation","nameECMWF":"Total precipitation","product_type":"forecast","standard_name":"precipitation_amount","shortNameECMWF":"tp"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Total + precipitation"},"air_temperature_at_2_metres_1hour_Maximum":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Maximum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2","long_name":"Maximum + temperature at 2 metres since previous post-processing","nameECMWF":"Maximum + temperature at 2 metres since previous post-processing","product_type":"forecast","standard_name":"air_temperature","shortNameECMWF":"mx2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Maximum + temperature at 2 metres since previous post-processing"},"air_temperature_at_2_metres_1hour_Minimum":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Minimum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2","long_name":"Minimum + temperature at 2 metres since previous post-processing","nameECMWF":"Minimum + temperature at 2 metres since previous post-processing","product_type":"forecast","standard_name":"air_temperature","shortNameECMWF":"mn2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Minimum + temperature at 2 metres since previous post-processing"},"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation":{"type":"data","unit":"J + m**-2","attrs":{"units":"J m**-2","nameCDM":"Surface_solar_radiation_downwards_surface_1_Hour_Accumulation","long_name":"Surface + solar radiation downwards","nameECMWF":"Surface solar radiation downwards","product_type":"forecast","standard_name":"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air","shortNameECMWF":"ssrd"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Surface + solar radiation downwards"}},"msft:container":"era5","cube:dimensions":{"lat":{"axis":"y","step":-0.25,"type":"spatial","extent":[-90.0,90.0],"description":"latitude","reference_system":"epsg:4326"},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.0,359.75],"description":"longitude","reference_system":"epsg:4326"},"time":{"step":"P0DT1H0M0S","type":"temporal","extent":["1970-01-01T00:00:00Z",null]}},"stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"A + comprehensive reanalysis, which assimilates as many observations as possible + in the upper air and near surface.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3774' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:17:59 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181759Z-r15d8f49c9bnp7fghC1YTO67780000000af00000000008f3 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass + response: + body: + string: "{\"id\":\"chloris-biomass\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-NC-SA-4.0.html\",\"title\":\"Creative + Commons Attribution Non Commercial Share Alike 4.0 International\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/chloris-biomass\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Chloris + Biomass\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chloris-biomass.jpg\",\"type\":\"image/jpg\",\"roles\":[\"thumbnail\"],\"title\":\"Chloris + Biomass\"},\"geoparquet-items\":{\"href\":\"abfs://items/chloris-biomass.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-179.95,-60,179.95,90]]},\"temporal\":{\"interval\":[[\"2003-07-31T00:00:00Z\",\"2019-07-31T00:00:00Z\"]]}},\"license\":\"CC-BY-NC-SA-4.0\",\"keywords\":[\"Chloris\",\"Biomass\",\"MODIS\",\"Carbon\"],\"providers\":[{\"url\":\"http://chloris.earth/\",\"name\":\"Chloris\",\"roles\":[\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"gsd\":[4633]},\"description\":\"The + Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and + change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems. + It covers the period 2003 - 2019, at annual time steps. The global dataset + has a circa 4.6 km spatial resolution.\\n\\nThe maps and data sets were generated + by combining multiple remote sensing measurements from space borne satellites, + processed using state-of-the-art machine learning and statistical methods, + validated with field data from multiple countries. The dataset provides direct + estimates of aboveground stock and change, and are not based on land use or + land cover area change, and as such they include gains and losses of carbon + stock in all types of woody vegetation - whether natural or plantations.\\n\\nAnnual + stocks are expressed in units of tons of biomass. Annual changes in stocks + are expressed in units of CO2 equivalent, i.e., the amount of CO2 released + from or taken up by terrestrial ecosystems for that specific pixel.\\n\\nThe + spatial data sets are available on [Microsoft\u2019s Planetary Computer](https://planetarycomputer.microsoft.com/dataset/chloris-biomass) + under a Creative Common license of the type Attribution-Non Commercial-Share + Alike [CC BY-NC-SA](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html).\\n\\n[Chloris + Geospatial](https://chloris.earth/) is a mission-driven technology company + that develops software and data products on the state of natural capital for + use by business, governments, and the social sector.\\n\",\"item_assets\":{\"biomass\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual + estimates of aboveground woody biomass.\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":2147483647,\"data_type\":\"uint32\"}]},\"biomass_wm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual + estimates of aboveground woody biomass (Web Mercator).\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":2147483647,\"data_type\":\"uint32\"}]},\"biomass_change\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual + estimates of changes (gains and losses) in aboveground woody biomass from + the previous year.\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":-32768,\"data_type\":\"int16\"}]},\"biomass_change_wm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual + estimates of changes (gains and losses) in aboveground woody biomass from + the previous year (Web Mercator).\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":-32768,\"data_type\":\"int16\"}]}},\"stac_version\":\"1.0.0\",\"msft:container\":\"chloris-biomass\",\"stac_extensions\":[\"https://stac-extensions.github.io/projection/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"The + Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and + change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems + during the period 2003 - 2019, at annual time steps. The global dataset has + a circa 4.6 km spatial resolution.\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1755' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:00 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181759Z-r15d8f49c9b77lfxhC1YTO3zms0000000a30000000002wy3 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast + response: + body: + string: "{\"id\":\"kaza-hydroforecast\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast\"},{\"rel\":\"license\",\"href\":\"https://cdla.dev/sharing-1-0/\",\"type\":\"text/html\",\"title\":\"Community + Data License Agreement \u2013 Sharing, Version 1.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/kaza-hydroforecast\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"HydroForecast + - Kwando & Upper Zambezi Rivers\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/kaza-hydroforecast-thumbnail.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[21.04494,-17.792517,23.343421,-13.08062],[23.343421,-17.792517,23.343421,-17.792517],[23.343421,-17.792517,23.343421,-17.792517],[21.04494,-15.13158,21.04494,-15.13158],[21.80157,-16.01209,21.80157,-16.01209],[22.91715,-17.38856,22.91715,-17.38856],[23.00610530305009,-17.347398048598034,23.00610530305009,-17.347398048598034],[22.669092,-14.971843,22.669092,-14.971843],[22.675487,-13.08062,22.675487,-13.08062]]},\"temporal\":{\"interval\":[[\"2022-01-01T00:00:00Z\",null]]}},\"license\":\"CDLA-Sharing-1.0\",\"version\":\"1.0.0\",\"keywords\":[\"Water\",\"HydroForecast\",\"Streamflow\",\"Hydrology\",\"Upstream + Tech\"],\"providers\":[{\"url\":\"https://www.upstream.tech\",\"name\":\"Upstream + Tech\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"description\":\"This + dataset is a daily updated set of HydroForecast seasonal river flow forecasts + at six locations in the Kwando and Upper Zambezi river basins. More details + about the locations, project context, and to interactively view current and + previous forecasts, visit our [public website](https://dashboard.hydroforecast.com/public/wwf-kaza).\\n\\n## + Flow forecast dataset and model description\\n\\n[HydroForecast](https://www.upstream.tech/hydroforecast) + is a theory-guided machine learning hydrologic model that predicts streamflow + in basins across the world. For the Kwando and Upper Zambezi, HydroForecast + makes daily predictions of streamflow rates using a [seasonal analog approach](https://support.upstream.tech/article/125-seasonal-analog-model-a-technical-overview). + The model's output is probabilistic and the mean, median and a range of quantiles + are available at each forecast step.\\n\\nThe underlying model has the following + attributes: \\n\\n* Timestep: 10 days\\n* Horizon: 10 to 180 days \\n* Update + frequency: daily\\n* Units: cubic meters per second (m\xB3/s)\\n \\n## + Site details\\n\\nThe model produces output for six locations in the Kwando + and Upper Zambezi river basins.\\n\\n* Upper Zambezi sites\\n * Zambezi + at Chavuma\\n * Luanginga at Kalabo\\n* Kwando basin sites\\n * Kwando + at Kongola -- total basin flows\\n * Kwando Sub-basin 1\\n * Kwando + Sub-basin 2 \\n * Kwando Sub-basin 3\\n * Kwando Sub-basin 4\\n * + Kwando Kongola Sub-basin\\n\\n## STAC metadata\\n\\nThere is one STAC item + per location. Each STAC item has a single asset linking to a Parquet file + in Azure Blob Storage.\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Forecast + Data\",\"description\":\"All seasonal river flow forecasts for a specific + forecast site, produced by Upstream Tech's HydroForecast model\"}},\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"initialization_time\",\"type\":\"timestamp\",\"description\":\"The + initial timestamp in the forecast model which created this forecast step. + All rows with the same initialization time are part of the same \\\"forecast\\\" + and are produced at the same time.\"},{\"name\":\"valid_time\",\"type\":\"timestamp\",\"description\":\"The + point in time this forecast step is predicting. valid_time = initialization_time + + lead_time_hours. The discharge values in this row are the average rate from + this time (inclusive) until the next valid time (exclusive).\"},{\"name\":\"lead_time_hours\",\"type\":\"int64\",\"description\":\"The + number of hours ahead of the initialization time this forecast step is predicting.\"},{\"name\":\"discharge_mean\",\"type\":\"double\",\"description\":\"The + mean of the probabilistic streamflow prediction, as an average rate across + the forecast step in m\xB3/s.\"},{\"name\":\"discharge_median\",\"type\":\"double\",\"description\":\"The + median of the probabilistic streamflow prediction, as an average rate across + the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.01\",\"type\":\"double\",\"description\":\"The + quantile 0.01 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.025\",\"type\":\"double\",\"description\":\"The + quantile 0.025 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.05\",\"type\":\"double\",\"description\":\"The + quantile 0.05 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.1\",\"type\":\"double\",\"description\":\"The + quantile 0.1 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.25\",\"type\":\"double\",\"description\":\"The + quantile 0.25 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.5\",\"type\":\"double\",\"description\":\"The + quantile 0.5 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.75\",\"type\":\"double\",\"description\":\"The + quantile 0.75 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.9\",\"type\":\"double\",\"description\":\"The + quantile 0.9 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.95\",\"type\":\"double\",\"description\":\"The + quantile 0.95 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.975\",\"type\":\"double\",\"description\":\"The + quantile 0.975 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.99\",\"type\":\"double\",\"description\":\"The + quantile 0.99 of the probabilistic streamflow prediction, as an average rate + across the forecast step in m\xB3/s.\"}],\"msft:container\":\"hydroforecast\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"Seasonal + river flow forecasts for the Kwando and Upper Zambezi rivers in the KAZA region + of Africa, produced by Upstream Tech's HydroForecast model.\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2068' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:00 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181800Z-174fc647fd5zfbbphC1YTOxuwc0000000b5g000000004hgg + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic + response: + body: + string: "{\"id\":\"planet-nicfi-analytic\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic\"},{\"rel\":\"license\",\"href\":\"https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant + License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant + License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://www.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI + Program - Satellite Imagery and Monitoring | Planet\"},{\"rel\":\"documentation\",\"href\":\"https://developers.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI + Program Resource Center\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/planet-nicfi-analytic\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Planet-NICFI + Basemaps (Analytic)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-analytic-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/planet-nicfi-analytic.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"AS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-34.161818157002,180.0,30.145127179625]]},\"temporal\":{\"interval\":[[\"2015-12-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Planet\",\"NICFI\",\"Satellite\",\"Tropics\",\"Imagery\"],\"providers\":[{\"url\":\"http://planet.com\",\"name\":\"Planet\",\"roles\":[\"processor\",\"producer\",\"licensor\"],\"description\":\"Contact + Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)\"},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"gsd\":[4.77],\"eo:bands\":[{\"name\":\"Blue\",\"common_name\":\"blue\",\"description\":\"visible + blue\"},{\"name\":\"Green\",\"common_name\":\"green\",\"description\":\"visible + green\"},{\"name\":\"Red\",\"common_name\":\"red\",\"description\":\"visible + red\"},{\"name\":\"NIR\",\"common_name\":\"nir\",\"description\":\"near-infrared\"}],\"planet-nicfi:cadence\":[\"biannual\",\"monthly\"],\"planet-nicfi:percent_covered\":{\"maximum\":100,\"minimum\":0}},\"description\":\"*Note: + Assets in this collection are only available to winners of the [GEO-Microsoft + Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). + Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) + and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).*\\n\\nThrough + Norway\u2019s International Climate & Forests Initiative (NICFI), users can + access Planet\u2019s high-resolution, analysis-ready mosaics of the world\u2019s + tropics in order to help reduce and reverse the loss of tropical forests, + combat climate change, conserve biodiversity, and facilitate sustainable development.\\n\\nIn + support of NICFI\u2019s mission, you can use this data for a number of projects + including, but not limited to:\\n\\n* Advance scientific research about the + world\u2019s tropical forests and the critical services they provide.\\n* + Implement and improve policies for sustainable forest management and land + use in developing tropical forest countries and jurisdictions.\\n* Increase + transparency and accountability in the tropics.\\n* Protect and improve the + rights of indigenous peoples and local communities in tropical forest countries.\\n* + Innovate solutions towards reducing pressure on forests from global commodities + and financial markets.\\n* In short, the primary purpose of the NICFI Program + is to support reducing and reversing the loss of tropical forests, contributing + to combating climate change, conserving biodiversity, contributing to forest + regrowth, restoration, and enhancement, and facilitating sustainable development, + all of which must be Non-Commercial Use.\\n\\nTo learn how more about the + NICFI program, streaming and downloading basemaps please read the [NICFI Data + Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf).\\n\\nThis + collection contains both monthly and biannual mosaics. Biannual mosaics are + available from December 2015 - August 2020. Monthly mosaics are available + from September 2020. The STAC items include a `planet-nicfi:cadence` field + indicating the type of mosaic.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Data\",\"description\":\"a + 'ground truth' representation of spatially accurate data with minimized effects + of atmosphere and sensor characteristics\"},\"thumbnail\":{\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"planet-nicfi\",\"msft:container\":\"nicfi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"planet\",\"msft:short_description\":\"Planet's + high-resolution, analysis-ready mosaics of the world's tropics\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2236' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:01 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181800Z-r15d8f49c9b5xkr4hC1YTOs96800000003zg000000004un6 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061 + response: + body: + string: '{"id":"modis-17A2H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A2H","title":"MOD17A2H + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A2H","title":"MYD17A2H + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A2H.061","title":"LP + DAAC - MOD17A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A2H.061","title":"LP + DAAC - MYD17A2H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A2H-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Gross Primary Productivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Gross Primary Productivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A2H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A2H","MYD17A2H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day + composite of values with 500 meter (m) pixel size based on the radiation use + efficiency concept that can be potentially used as inputs to data models to + calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry + of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data + product includes information about GPP and Net Photosynthesis (PSN). The PSN + band values are the GPP less the Maintenance Respiration (MR). The data product + also contains a PSN Quality Control (QC) layer. The quality layer contains + quality information for both the GPP and the PSN.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg + C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"PsnNet_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net + Photosynthesis","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Psn_QC_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + control indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A2H.061","citation":"Running, + S., Mu, Q., & Zhao, M. (2021). MODIS/Terra Gross Primary Productivity + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD17A2H.061"},{"doi":"10.5067/MODIS/MYD17A2H.061","citation":"Running, + S., Mu, Q., & Zhao, M. (2021). MODIS/Aqua Gross Primary Productivity + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD17A2H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Gross Primary Productivity 8-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1821' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:02 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181801Z-r15d8f49c9bs9fzrhC1YTOkufw0000000aqg000000000hrd + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061 + response: + body: + string: '{"id":"modis-11A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/715/MOD11_User_Guide_V61.pdf","title":"MOD11 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD11A2","title":"MOD11A2 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD11A2","title":"MYD11A2 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD11A2.061","title":"LP + DAAC - MOD11A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD11A2.061","title":"LP + DAAC - MYD11A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-11A2-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Land Surface Temperature/Emissivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Land Surface Temperature/Emissivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-11A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD11A2","MYD11A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity + 8-Day Version 6.1 product provides an average 8-day per-pixel Land Surface + Temperature and Emissivity (LST&E) with a 1 kilometer (km) spatial resolution + in a 1,200 by 1,200 km grid. Each pixel value in the MOD11A2 is a simple average + of all the corresponding MOD11A1 LST pixels collected within that 8-day period. + The 8-day compositing period was chosen because twice that period is the exact + ground track repeat period of the Terra and Aqua platforms. Provided along + with the daytime and nighttime surface temperature bands are associated quality + control assessments, observation times, view zenith angles, and clear-sky + coverages along with bands 31 and 32 emissivities from land cover types.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Quality control for daytime + LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + control for nighttime LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"LST_Day_1km":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"8-day + daytime 1km grid Landsurface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Day_view_angl":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + view zenith angle of daytime Land-surface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Day_view_time":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + time of daytime Landsurface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"LST_Night_1km":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"8-day + nighttime 1km grid Landsurface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_sky_days":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"the + days in clear-sky conditions and with validate LSTs","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Night_view_angl":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View + zenith angle of nighttime Land-surface Temperature ","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Night_view_time":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + view zenith angle of nighttime Land-surface Temperature","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"Clear_sky_nights":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"the + nights in clear-sky conditions and with validate LSTs","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD11A2.061","citation":"Wan, + Z., Hook, S., & Hulley, G. (2021). MODIS/Terra Land Surface Temperature/Emissivity + 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD11A2.061"},{"doi":"10.5067/MODIS/MYD11A2.061","citation":"Wan, + Z., Hook, S., & Hulley, G. (2021). MODIS/Aqua Land Surface Temperature/Emissivity + 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD11A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Land Surface Temperature/Emissivity 8-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2070' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:02 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181802Z-174fc647fd5d7ckdhC1YTO8p3c000000043g000000000vsn + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr + response: + body: + string: '{"id":"daymet-daily-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-pr","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Daily Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + daily Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily + Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the daily Puerto Rico Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily + Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the daily + Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","Puerto + Rico","Temperature","Precipitation","Vapor Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL + DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather + parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include + the following parameters: minimum temperature, maximum temperature, precipitation, + shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, + M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet + Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, + Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily + average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily + average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow + water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"snow + water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: + mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily + total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily + total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight + average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daylight + average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: + mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily + maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"daily minimum temperature","cell_methods":"area: mean time: + minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily + minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"yearday + base 1"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"yearday + base 1"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["daily","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily + surface weather data on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2807' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:03 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181802Z-r15d8f49c9bs9fzrhC1YTOkufw0000000akg000000002s4a + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native + response: + body: + string: '{"id":"3dep-lidar-dtm-native","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm-native","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Digital Terrain Model (Native)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-dtm-native-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DTM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It creates a Digital Terrain Model (DTM) using the vendor provided (native) + ground classification and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) + to output a collection of Cloud Optimized GeoTIFFs, removing all points that + have been classified as noise.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Raster + for Z PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs + (COGs) using vendor provided ground classification.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1258' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:03 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181803Z-r15d8f49c9bc7mfhhC1YTOed7000000003700000000026c9 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification + response: + body: + string: '{"id":"3dep-lidar-classification","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-classification","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Classification","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-classification-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Classification"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It uses the [ASPRS](https://www.asprs.org/) (American Society for Photogrammetry + and Remote Sensing) [Lidar point classification](https://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/lidar-point-classification.htm). + See [LAS specification](https://www.ogc.org/standards/LAS) for details.\n\nThis + COG type is based on the Classification [PDAL dimension](https://pdal.io/dimensions.html) + and uses [`pdal.filters.range`](https://pdal.io/stages/filters.range.html) + to select a subset of interesting classifications. Do note that not all LiDAR + collections contain a full compliment of classification labels.\nTo remove + outliers, the PDAL pipeline uses a noise filter and then outputs the Classification + dimension.\n\nThe STAC collection implements the [`item_assets`](https://github.com/stac-extensions/item-assets) + and [`classification`](https://github.com/stac-extensions/classification) + extensions. These classes are displayed in the \"Item assets\" below. You + can programmatically access the full list of class values and descriptions + using the `classification:classes` field form the `data` asset on the STAC + collection.\n\nClassification rasters were produced as a subset of LiDAR classification + categories:\n\n```\n0, Never Classified\n1, Unclassified\n2, Ground\n3, Low + Vegetation\n4, Medium Vegetation\n5, High Vegetation\n6, Building\n9, Water\n10, + Rail\n11, Road\n17, Bridge Deck\n```\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"name":"Classification","unit":"metre","sampling":"point","data_type":"int16","description":"Raster + for Classification PDAL dimension, ASPRS Lidar Point Classification Standard"}],"classification:classes":[{"value":0,"description":"Never + Classified"},{"value":1,"description":"Unclassified"},{"value":2,"description":"Ground"},{"value":3,"description":"Low + Vegetation"},{"value":4,"description":"Medium Vegetation"},{"value":5,"description":"High + Vegetation"},{"value":6,"description":"Building"},{"value":9,"description":"Water"},{"value":10,"description":"Rail"},{"value":11,"description":"Road"},{"value":17,"description":"Bridge + Deck"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for Cloud Optimized Geotiffs (COGs) created according to + PDAL''s Intensity dimension","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1841' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:04 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181803Z-174fc647fd5p6pdxhC1YTOtnm8000000040g000000003225 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm + response: + body: + string: '{"id":"3dep-lidar-dtm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About + 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + 3DEP Lidar Digital Terrain Model","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dtm-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-dtm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DTM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This + collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). + It creates a Digital Terrain Model (DTM) using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) + to output a collection of Cloud Optimized GeoTIFFs.\n\nThe Simple Morphological + Filter (SMRF) classifies ground points based on the approach outlined in [Pingel2013](https://pdal.io/references.html#pingel2013).","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG + data","raster:bands":[{"type":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Z + PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP + Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP + Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs + (COGs) using PDAL''s filters.smrf.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1425' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:05 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181804Z-174fc647fd5btnsjhC1YTOnr200000000ar0000000002tm6 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap + response: + body: + string: '{"id":"gap","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap"},{"rel":"license","href":"https://www.usgs.gov/information-policies-and-instructions/copyrights-and-credits","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gap","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + Gap Land Cover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gap.png","type":"image/png","roles":["data"],"title":"USGS + GAP"},"geoparquet-items":{"href":"abfs://items/gap.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}},"original-data-ak":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_ak.zip","type":"application/zip","roles":["data"],"title":"Alaska + source data","description":"Original source data for Alaska"},"original-data-hi":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_hi.zip","type":"application/zip","roles":["data"],"title":"Hawaii + source data","description":"Original source data for Hawaii"},"original-data-pr":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/pr_landcover.zip","type":"application/zip","roles":["data"],"title":"Puerto + Rico source data","description":"Original source data for Puerto Rico"},"original-data-conus":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gap_landfire_nationalterrestrialecosystems2011.zip","type":"application/zip","roles":["data"],"title":"CONUS + source data","description":"Original source data for the continental United + States (CONUS)"}},"extent":{"spatial":{"bbox":[[-127.9710481801793,22.797789263564383,-65.26634281147894,51.64692620669362],[-178.13166387448902,49.09079265233118,179.87849702345594,71.43382483774205],[-160.26640694607218,18.851824447510786,-154.66974350173518,22.295114188194738],[-67.9573345827195,17.874066536543,-65.21836408976736,18.5296513469496]]},"temporal":{"interval":[["1999-01-01T00:00:00Z","2011-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","GAP","LANDFIRE","Land + Cover","United States"],"providers":[{"url":"https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"label:classes":[{"classes":["0","South + Florida Bayhead Swamp","South Florida Cypress Dome","South Florida Dwarf Cypress + Savanna","South Florida Mangrove Swamp","South Florida Hardwood Hammock","Southeast + Florida Coastal Strand and Maritime Hammock","Southwest Florida Coastal Strand + and Maritime Hammock","South Florida Pine Rockland","Atlantic Coastal Plain + Fall-line Sandhills Longleaf Pine Woodland - Open Understory","Atlantic Coastal + Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory","Atlantic + Coastal Plain Upland Longleaf Pine Woodland","Atlantic Coastal Plain Xeric + River Dune","East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland + - Open Understory Modifier","East Gulf Coastal Plain Interior Upland Longleaf + Pine Woodland - Scrub/Shrub Modifier","Florida Longleaf Pine Sandhill - Scrub/Shrub + Understory Modifier","Florida Longleaf Pine Sandhill- Open Understory Modifier","West + Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland","Atlantic Coastal + Plain Central Maritime Forest","Atlantic Coastal Plain Southern Maritime Forest","Central + and South Texas Coastal Fringe Forest and Woodland","East Gulf Coastal Plain + Limestone Forest","East Gulf Coastal Plain Maritime Forest","East Gulf Coastal + Plain Southern Loess Bluff Forest","East Gulf Coastal Plain Southern Mesic + Slope Forest","Mississippi Delta Maritime Forest","Southern Coastal Plain + Dry Upland Hardwood Forest","Southern Coastal Plain Oak Dome and Hammock","West + Gulf Coastal Plain Chenier and Upper Texas Coastal Fringe Forest and Woodland","West + Gulf Coastal Plain Mesic Hardwood Forest","East-Central Texas Plains Pine + Forest and Woodland","West Gulf Coastal Plain Pine-Hardwood Forest","West + Gulf Coastal Plain Sandhill Oak and Shortleaf Pine Forest and Woodland","Atlantic + Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier","Deciduous + Plantations","East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland + - Loblolly Modifier","East Gulf Coastal Plain Interior Upland Longleaf Pine + Woodland - Offsite Hardwood Modifier","East Gulf Coastal Plain Near-Coast + Pine Flatwoods - Offsite Hardwood Modifier","Evergreen Plantation or Managed + Pine","California Central Valley Mixed Oak Savanna","California Coastal Closed-Cone + Conifer Forest and Woodland","California Coastal Live Oak Woodland and Savanna","California + Lower Montane Blue Oak-Foothill Pine Woodland and Savanna","Central and Southern + California Mixed Evergreen Woodland","Mediterranean California Lower Montane + Black Oak-Conifer Forest and Woodland","Southern California Oak Woodland and + Savanna","Madrean Encinal","Madrean Pinyon-Juniper Woodland","Madrean Pine-Oak + Forest and Woodland","Madrean Upper Montane Conifer-Oak Forest and Woodland","Edwards + Plateau Dry-Mesic Slope Forest and Woodland","Edwards Plateau Limestone Savanna + and Woodland","Edwards Plateau Mesic Canyon","Llano Uplift Acidic Forest, + Woodland and Glade","East Cascades Oak-Ponderosa Pine Forest and Woodland","Mediterranean + California Mixed Evergreen Forest","Mediterranean California Mixed Oak Woodland","North + Pacific Dry Douglas-fir-(Madrone) Forest and Woodland","North Pacific Oak + Woodland","Edwards Plateau Limestone Shrubland","Allegheny-Cumberland Dry + Oak Forest and Woodland - Hardwood","Allegheny-Cumberland Dry Oak Forest and + Woodland - Pine Modifier","Central and Southern Appalachian Montane Oak Forest","Central + and Southern Appalachian Northern Hardwood Forest","Central Appalachian Oak + and Pine Forest","Crosstimbers Oak Forest and Woodland","East Gulf Coastal + Plain Black Belt Calcareous Prairie and Woodland - Woodland Modifier","East + Gulf Coastal Plain Northern Dry Upland Hardwood Forest","East Gulf Coastal + Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier","East Gulf + Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier","East-Central + Texas Plains Post Oak Savanna and Woodland","Lower Mississippi River Dune + Woodland and Forest","Mississippi River Alluvial Plain Dry-Mesic Loess Slope + Forest","North-Central Interior Dry Oak Forest and Woodland","North-Central + Interior Dry-Mesic Oak Forest and Woodland","Northeastern Interior Dry Oak + Forest - Mixed Modifier","Northeastern Interior Dry Oak Forest - Virginia/Pitch + Pine Modifier","Northeastern Interior Dry Oak Forest-Hardwood Modifier","Northeastern + Interior Dry-Mesic Oak Forest","Northern Atlantic Coastal Plain Dry Hardwood + Forest","Crowley''s Ridge Sand Forest","Ouachita Montane Oak Forest","Ozark-Ouachita + Dry Oak Woodland","Ozark-Ouachita Dry-Mesic Oak Forest","Southern and Central + Appalachian Oak Forest","Southern and Central Appalachian Oak Forest - Xeric","Southern + Interior Low Plateau Dry-Mesic Oak Forest","Southern Ridge and Valley Dry + Calcareous Forest","Southern Ridge and Valley Dry Calcareous Forest - Pine + modifier","East Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite + Pine Modifier","Managed Tree Plantation","Ruderal forest","Southern Piedmont + Dry Oak-(Pine) Forest - Loblolly Pine Modifier","Acadian Low-Elevation Spruce-Fir-Hardwood + Forest","Acadian-Appalachian Montane Spruce-Fir Forest","Appalachian Hemlock-Hardwood + Forest","Central and Southern Appalachian Spruce-Fir Forest","0","Laurentian-Acadian + Northern Hardwoods Forest","Laurentian-Acadian Northern Pine-(Oak) Forest","Laurentian-Acadian + Pine-Hemlock-Hardwood Forest","Paleozoic Plateau Bluff and Talus","Southern + Appalachian Northern Hardwood Forest","Atlantic Coastal Plain Dry and Dry-Mesic + Oak Forest","Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland + - Offsite Hardwood","East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest + - Hardwood Modifier","East Gulf Coastal Plain Interior Shortleaf Pine-Oak + Forest - Mixed Modifier","Ozark-Ouachita Shortleaf Pine-Bluestem Woodland","Ozark-Ouachita + Shortleaf Pine-Oak Forest and Woodland","Southeastern Interior Longleaf Pine + Woodland","Southern Appalachian Low Mountain Pine Forest","Southern Piedmont + Dry Oak-(Pine) Forest","Southern Piedmont Dry Oak-(Pine) Forest - Hardwood + Modifier","Southern Piedmont Dry Oak-(Pine) Forest - Mixed Modifier","Southern + Piedmont Dry Oak-Heath Forest - Mixed Modifier","Eastern Great Plains Tallgrass + Aspen Parkland","Northwestern Great Plains Aspen Forest and Parkland","Northwestern + Great Plains Shrubland","Western Great Plains Dry Bur Oak Forest and Woodland","Western + Great Plains Wooded Draw and Ravine","Southern Atlantic Coastal Plain Mesic + Hardwood Forest","East Gulf Coastal Plain Northern Loess Bluff Forest","East + Gulf Coastal Plain Northern Mesic Hardwood Forest","North-Central Interior + Beech-Maple Forest","North-Central Interior Maple-Basswood Forest","Ozark-Ouachita + Mesic Hardwood Forest","South-Central Interior Mesophytic Forest","Southern + and Central Appalachian Cove Forest","Crowley''s Ridge Mesic Loess Slope Forest","Southern + Piedmont Mesic Forest","Appalachian Shale Barrens","Atlantic Coastal Plain + Northern Maritime Forest","Laurentian Pine-Oak Barrens","Northeastern Interior + Pine Barrens","Northern Atlantic Coastal Plain Pitch Pine Barrens","Southern + Appalachian Montane Pine Forest and Woodland","East Cascades Mesic Montane + Mixed-Conifer Forest and Woodland","Middle Rocky Mountain Montane Douglas-fir + Forest and Woodland","Northern Rocky Mountain Dry-Mesic Montane Mixed Conifer + Forest","Northern Rocky Mountain Foothill Conifer Wooded Steppe","Northern + Rocky Mountain Mesic Montane Mixed Conifer Forest","Northern Rocky Mountain + Ponderosa Pine Woodland and Savanna","Northern Rocky Mountain Western Larch + Savanna","Northwestern Great Plains - Black Hills Ponderosa Pine Woodland + and Savanna","Rocky Mountain Foothill Limber Pine-Juniper Woodland","Inter-Mountain + Basins Aspen-Mixed Conifer Forest and Woodland","Inter-Mountain Basins Subalpine + Limber-Bristlecone Pine Woodland","Northern Rocky Mountain Subalpine Woodland + and Parkland","Rocky Mountain Aspen Forest and Woodland","Rocky Mountain Lodgepole + Pine Forest","Rocky Mountain Poor-Site Lodgepole Pine Forest","Rocky Mountain + Subalpine Dry-Mesic Spruce-Fir Forest and Woodland","Rocky Mountain Subalpine + Mesic Spruce-Fir Forest and Woodland","Rocky Mountain Subalpine-Montane Limber-Bristlecone + Pine Woodland","Rocky Mountain Bigtooth Maple Ravine Woodland","Southern Rocky + Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland","Southern Rocky + Mountain Mesic Montane Mixed Conifer Forest and Woodland","Southern Rocky + Mountain Ponderosa Pine Savanna","Southern Rocky Mountain Ponderosa Pine Woodland","California + Montane Jeffrey Pine-(Ponderosa Pine) Woodland","Klamath-Siskiyou Lower Montane + Serpentine Mixed Conifer Woodland","Klamath-Siskiyou Upper Montane Serpentine + Mixed Conifer Woodland","Mediterranean California Dry-Mesic Mixed Conifer + Forest and Woodland","Mediterranean California Mesic Mixed Conifer Forest + and Woodland","Sierran-Intermontane Desert Western White Pine-White Fir Woodland","California + Coastal Redwood Forest","North Pacific Broadleaf Landslide Forest and Shrubland","North + Pacific Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest","North Pacific + Hypermaritime Sitka Spruce Forest","North Pacific Hypermaritime Western Red-cedar-Western + Hemlock Forest","North Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland","North + Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest","North Pacific + Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest","North Pacific Mesic + Western Hemlock-Silver Fir Forest","North Pacific Wooded Volcanic Flowage","Mediterranean + California Red Fir Forest","Mediterranean California Subalpine Woodland","North + Pacific Maritime Mesic Subalpine Parkland","North Pacific Mountain Hemlock + Forest","Northern California Mesic Subalpine Woodland","Northern Pacific Mesic + Subalpine Woodland","Sierra Nevada Subalpine Lodgepole Pine Forest and Woodland","Columbia + Plateau Western Juniper Woodland and Savanna","Great Basin Pinyon-Juniper + Woodland","Inter-Mountain Basins Curl-leaf Mountain Mahogany Woodland and + Shrubland","Inter-Mountain Basins Juniper Savanna","Colorado Plateau Pinyon-Juniper + Shrubland","Colorado Plateau Pinyon-Juniper Woodland","Southern Rocky Mountain + Juniper Woodland and Savanna","Southern Rocky Mountain Pinyon-Juniper Woodland","Northwestern + Great Plains Floodplain","Northwestern Great Plains Riparian","Western Great + Plains Floodplain","Western Great Plains Floodplain Systems","Western Great + Plains Riparian Woodland and Shrubland","Central Appalachian Floodplain - + Forest Modifier","Central Appalachian Riparian - Forest Modifier","Central + Interior and Appalachian Floodplain Systems","Central Interior and Appalachian + Riparian Systems","Laurentian-Acadian Floodplain Systems","Ozark-Ouachita + Riparian","South-Central Interior Large Floodplain","South-Central Interior + Large Floodplain - Forest Modifier","South-Central Interior Small Stream and + Riparian","North-Central Interior and Appalachian Rich Swamp","0","0","Laurentian-Acadian + Swamp Systems","North-Central Interior Wet Flatwoods","0","South-Central Interior + / Upper Coastal Plain Wet Flatwoods","0","Southern Piedmont/Ridge and Valley + Upland Depression Swamp","Atlantic Coastal Plain Blackwater Stream Floodplain + Forest - Forest Modifier","Atlantic Coastal Plain Brownwater Stream Floodplain + Forest","Atlantic Coastal Plain Northern Tidal Wooded Swamp","Atlantic Coastal + Plain Small Blackwater River Floodplain Forest","Atlantic Coastal Plain Small + Brownwater River Floodplain Forest","Atlantic Coastal Plain Southern Tidal + Wooded Swamp","East Gulf Coastal Plain Large River Floodplain Forest - Forest + Modifier","East Gulf Coastal Plain Small Stream and River Floodplain Forest","East + Gulf Coastal Plain Tidal Wooded Swamp","0","Southeastern Great Plains Riparian + Forest","Southeastern Great Plains Floodplain Forest","Mississippi River Bottomland + Depression","Mississippi River Floodplain and Riparian Forest","Mississippi + River Low Floodplain (Bottomland) Forest","Mississippi River Riparian Forest","Red + River Large Floodplain Forest","Southern Coastal Plain Blackwater River Floodplain + Forest","Southern Piedmont Large Floodplain Forest - Forest Modifier","Southern + Piedmont Small Floodplain and Riparian Forest","West Gulf Coastal Plain Large + River Floodplain Forest","West Gulf Coastal Plain Near-Coast Large River Swamp","West + Gulf Coastal Plain Small Stream and River Forest","Atlantic Coastal Plain + Streamhead Seepage Swamp - Pocosin - and Baygall","Gulf and Atlantic Coastal + Plain Swamp Systems","Southern Coastal Plain Hydric Hammock","Southern Coastal + Plain Seepage Swamp and Baygall","West Gulf Coastal Plain Seepage Swamp and + Baygall","Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - + Taxodium/Nyssa Modifier","Atlantic Coastal Plain Nonriverine Swamp and Wet + Hardwood Forest - Oak Dominated Modifier","East Gulf Coastal Plain Southern + Loblolly-Hardwood Flatwoods","Lower Mississippi River Bottomland Depressions + - Forest Modifier","Lower Mississippi River Flatwoods","Northern Atlantic + Coastal Plain Basin Swamp and Wet Hardwood Forest","Southern Coastal Plain + Nonriverine Basin Swamp","Southern Coastal Plain Nonriverine Basin Swamp - + Okefenokee Bay/Gum Modifier","Southern Coastal Plain Nonriverine Basin Swamp + - Okefenokee Pine Modifier","Southern Coastal Plain Nonriverine Basin Swamp + - Okefenokee Taxodium Modifier","West Gulf Coastal Plain Nonriverine Wet Hardwood + Flatwoods","West Gulf Coastal Plain Pine-Hardwood Flatwoods","Edwards Plateau + Riparian","Atlantic Coastal Plain Clay-Based Carolina Bay Forested Wetland","Atlantic + Coastal Plain Clay-Based Carolina Bay Herbaceous Wetland","Atlantic Coastal + Plain Southern Wet Pine Savanna and Flatwoods","Central Atlantic Coastal Plain + Wet Longleaf Pine Savanna and Flatwoods","Central Florida Pine Flatwoods","East + Gulf Coastal Plain Near-Coast Pine Flatwoods","East Gulf Coastal Plain Near-Coast + Pine Flatwoods - Open Understory Modifier","East Gulf Coastal Plain Near-Coast + Pine Flatwoods - Scrub/Shrub Understory Modifier","South Florida Pine Flatwoods","Southern + Coastal Plain Nonriverine Cypress Dome","West Gulf Coastal Plain Wet Longleaf + Pine Savanna and Flatwoods","Columbia Basin Foothill Riparian Woodland and + Shrubland","Great Basin Foothill and Lower Montane Riparian Woodland and Shrubland","0","Northern + Rocky Mountain Conifer Swamp","Northern Rocky Mountain Lower Montane Riparian + Woodland and Shrubland","Rocky Mountain Lower Montane Riparian Woodland and + Shrubland","Rocky Mountain Montane Riparian Systems","Rocky Mountain Subalpine-Montane + Riparian Woodland","North Pacific Hardwood-Conifer Swamp","North Pacific Lowland + Riparian Forest and Shrubland","North Pacific Montane Riparian Woodland and + Shrubland","North Pacific Shrub Swamp","California Central Valley Riparian + Woodland and Shrubland","Mediterranean California Foothill and Lower Montane + Riparian Woodland","Mediterranean California Serpentine Foothill and Lower + Montane Riparian Woodland and Seep","North American Warm Desert Lower Montane + Riparian Woodland and Shrubland","North American Warm Desert Riparian Systems","North + American Warm Desert Riparian Woodland and Shrubland","Tamaulipan Floodplain","Tamaulipan + Riparian Systems","Boreal Aspen-Birch Forest","Boreal Jack Pine-Black Spruce + Forest","Boreal White Spruce-Fir-Hardwood Forest","Boreal-Laurentian Conifer + Acidic Swamp and Treed Poor Fen","Eastern Boreal Floodplain","South Florida + Shell Hash Beach","Southeast Florida Beach","Southwest Florida Beach","South + Florida Everglades Sawgrass Marsh","South Florida Freshwater Slough and Gator + Hole","South Florida Wet Marl Prairie","California Maritime Chaparral","California + Mesic Chaparral","California Xeric Serpentine Chaparral","Klamath-Siskiyou + Xeromorphic Serpentine Savanna and Chaparral","Mediterranean California Mesic + Serpentine Woodland and Chaparral","Northern and Central California Dry-Mesic + Chaparral","Southern California Dry-Mesic Chaparral","Southern California + Coastal Scrub","California Central Valley and Southern Coastal Grassland","California + Mesic Serpentine Grassland","Columbia Basin Foothill and Canyon Dry Grassland","Columbia + Basin Palouse Prairie","North Pacific Alpine and Subalpine Dry Grassland","North + Pacific Montane Grassland","North Pacific Montane Shrubland","Northern Rocky + Mountain Lower Montane, Foothill and Valley Grassland","Northern Rocky Mountain + Montane-Foothill Deciduous Shrubland","Northern Rocky Mountain Subalpine Deciduous + Shrubland","Northern Rocky Mountain Subalpine-Upper Montane Grassland","Southern + Rocky Mountain Montane-Subalpine Grassland","Rocky Mountain Gambel Oak-Mixed + Montane Shrubland","Rocky Mountain Lower Montane-Foothill Shrubland","California + Northern Coastal Grassland","North Pacific Herbaceous Bald and Bluff","North + Pacific Hypermaritime Shrub and Herbaceous Headland","Willamette Valley Upland + Prairie and Savanna","Mediterranean California Subalpine Meadow","Rocky Mountain + Subalpine-Montane Mesic Meadow","Central Mixedgrass Prairie","Northwestern + Great Plains Mixedgrass Prairie","Western Great Plains Foothill and Piedmont + Grassland","Western Great Plains Tallgrass Prairie","Western Great Plains + Sand Prairie","Western Great Plains Sandhill Steppe","Western Great Plains + Mesquite Woodland and Shrubland","Western Great Plains Shortgrass Prairie","Arkansas + Valley Prairie and Woodland","Central Tallgrass Prairie","North-Central Interior + Oak Savanna","North-Central Interior Sand and Gravel Tallgrass Prairie","North-Central + Oak Barrens","Northern Tallgrass Prairie","Southeastern Great Plains Tallgrass + Prairie","Texas Blackland Tallgrass Prairie","Texas-Louisiana Coastal Prairie","Central + Appalachian Pine-Oak Rocky Woodland","Southern Appalachian Grass and Shrub + Bald","Southern Appalachian Grass and Shrub Bald - Herbaceous Modifier","Southern + Appalachian Grass and Shrub Bald - Shrub Modifier","Central Appalachian Alkaline + Glade and Woodland","Central Interior Highlands Calcareous Glade and Barrens","Central + Interior Highlands Dry Acidic Glade and Barrens","Cumberland Sandstone Glade + and Barrens","Great Lakes Alvar","Nashville Basin Limestone Glade","Southern + Ridge and Valley / Cumberland Dry Calcareous Forest","Southern Piedmont Glade + and Barrens","East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland + - Herbaceous Modifier","East Gulf Coastal Plain Jackson Prairie and Woodland","Eastern + Highland Rim Prairie and Barrens - Dry Modifier","Coahuilan Chaparral","Madrean + Oriental Chaparral","Mogollon Chaparral","Sonora-Mojave Semi-Desert Chaparral","California + Montane Woodland and Chaparral","Great Basin Semi-Desert Chaparral","Florida + Dry Prairie","Florida Peninsula Inland Scrub","West Gulf Coastal Plain Catahoula + Barrens","West Gulf Coastal Plain Nepheline Syenite Glade","East Gulf Coastal + Plain Jackson Plain Dry Flatwoods - Open Understory Modifier","West Gulf Coastal + Plain Northern Calcareous Prairie","West Gulf Coastal Plain Southern Calcareous + Prairie","Acadian-Appalachian Subalpine Woodland and Heath-Krummholz","Atlantic + and Gulf Coastal Plain Interdunal Wetland","Atlantic Coastal Plain Southern + Dune and Maritime Grassland","Central and Upper Texas Coast Dune and Coastal + Grassland","East Gulf Coastal Plain Dune and Coastal Grassland","Great Lakes + Dune","Northern Atlantic Coastal Plain Dune and Swale","Northern Atlantic + Coastal Plain Heathland and Grassland","South Texas Dune and Coastal Grassland","South + Texas Sand Sheet Grassland","Southwest Florida Dune and Coastal Grassland","North + Pacific Coastal Cliff and Bluff","North Pacific Maritime Coastal Sand Dune + and Strand","Northern California Coastal Scrub","Mediterranean California + Coastal Bluff","Mediterranean California Northern Coastal Dune","Mediterranean + California Southern Coastal Dune","Atlantic Coastal Plain Northern Sandy Beach","Atlantic + Coastal Plain Sea Island Beach","Atlantic Coastal Plain Southern Beach","Florida + Panhandle Beach Vegetation","Louisiana Beach","Northern Atlantic Coastal Plain + Sandy Beach","Texas Coastal Bend Beach","Upper Texas Coast Beach","0","Mediterranean + California Serpentine Fen","Mediterranean California Subalpine-Montane Fen","North + Pacific Bog and Fen","Rocky Mountain Subalpine-Montane Fen","Atlantic Coastal + Plain Peatland Pocosin","Southern and Central Appalachian Bog and Fen","Atlantic + Coastal Plain Central Fresh-Oligohaline Tidal Marsh","Atlantic Coastal Plain + Embayed Region Tidal Freshwater Marsh","Atlantic Coastal Plain Northern Fresh + and Oligohaline Tidal Marsh","Florida Big Bend Fresh-Oligohaline Tidal Marsh","Atlantic + Coastal Plain Depression Pondshore","Atlantic Coastal Plain Large Natural + Lakeshore","Central Florida Herbaceous Pondshore","Central Florida Herbaceous + Seep","East Gulf Coastal Plain Savanna and Wet Prairie","East Gulf Coastal + Plain Depression Pondshore","Floridian Highlands Freshwater Marsh","Southern + Coastal Plain Herbaceous Seepage Bog","Southern Coastal Plain Nonriverine + Basin Swamp - Okefenokee Clethra Modifier","Southern Coastal Plain Nonriverine + Basin Swamp - Okefenokee Nupea Modifier","Texas-Louisiana Coastal Prairie + Slough","Central Interior and Appalachian Shrub-Herbaceous Wetland Systems","Great + Lakes Coastal Marsh Systems","0","0","Laurentian-Acadian Shrub-Herbaceous + Wetland Systems","0","Eastern Great Plains Wet Meadow, Prairie and Marsh","Great + Lakes Wet-Mesic Lakeplain Prairie","Great Plains Prairie Pothole","Western + Great Plains Closed Depression Wetland","Western Great Plains Depressional + Wetland Systems","Western Great Plains Open Freshwater Depression Wetland","Cumberland + Riverscour","Inter-Mountain Basins Interdunal Swale Wetland","North Pacific + Avalanche Chute Shrubland","North Pacific Intertidal Freshwater Wetland","Temperate + Pacific Freshwater Emergent Marsh","Temperate Pacific Freshwater Mudflat","Columbia + Plateau Vernal Pool","Northern California Claypan Vernal Pool","Northern Rocky + Mountain Wooded Vernal Pool","Columbia Plateau Silver Sagebrush Seasonally + Flooded Shrub-Steppe","Rocky Mountain Alpine-Montane Wet Meadow","Rocky Mountain + Subalpine-Montane Riparian Shrubland","Temperate Pacific Montane Wet Meadow","Willamette + Valley Wet Prairie","Chihuahuan-Sonoran Desert Bottomland and Swale Grassland","North + American Arid West Emergent Marsh","North American Warm Desert Riparian Mesquite + Bosque","Western Great Plains Saline Depression Wetland","Acadian Salt Marsh + and Estuary Systems","Atlantic Coastal Plain Central Salt and Brackish Tidal + Marsh","Atlantic Coastal Plain Embayed Region Tidal Salt and Brackish Marsh","Atlantic + Coastal Plain Indian River Lagoon Tidal Marsh","Atlantic Coastal Plain Northern + Tidal Salt Marsh","Florida Big Bend Salt-Brackish Tidal Marsh","Gulf and Atlantic + Coastal Plain Tidal Marsh Systems","Mississippi Sound Salt and Brackish Tidal + Marsh","Texas Saline Coastal Prairie","Temperate Pacific Tidal Salt and Brackish + Marsh","Inter-Mountain Basins Alkaline Closed Depression","Inter-Mountain + Basins Greasewood Flat","Inter-Mountain Basins Playa","North American Warm + Desert Playa","Apacherian-Chihuahuan Mesquite Upland Scrub","Apacherian-Chihuahuan + Semi-Desert Grassland and Steppe","Chihuahuan Creosotebush, Mixed Desert and + Thorn Scrub","Chihuahuan Gypsophilous Grassland and Steppe","Chihuahuan Loamy + Plains Desert Grassland","Chihuahuan Mixed Desert and Thorn Scrub","Chihuahuan + Sandy Plains Semi-Desert Grassland","Chihuahuan Stabilized Coppice Dune and + Sand Flat Scrub","Chihuahuan Succulent Desert Scrub","Madrean Juniper Savanna","Mojave + Mid-Elevation Mixed Desert Scrub","North American Warm Desert Active and Stabilized + Dune","Sonora-Mojave Creosotebush-White Bursage Desert Scrub","Sonoran Mid-Elevation + Desert Scrub","Sonoran Paloverde-Mixed Cacti Desert Scrub","Chihuahuan Mixed + Salt Desert Scrub","Sonora-Mojave Mixed Salt Desert Scrub","North American + Warm Desert Wash","South Texas Lomas","Tamaulipan Calcareous Thornscrub","Tamaulipan + Clay Grassland","Tamaulipan Mesquite Upland Scrub","Tamaulipan Mixed Deciduous + Thornscrub","Tamaulipan Savanna Grassland","Inter-Mountain Basins Mat Saltbush + Shrubland","Inter-Mountain Basins Mixed Salt Desert Scrub","Inter-Mountain + Basins Wash","Columbia Plateau Steppe and Grassland","Great Basin Xeric Mixed + Sagebrush Shrubland","Inter-Mountain Basins Big Sagebrush Shrubland","Inter-Mountain + Basins Big Sagebrush Steppe","Inter-Mountain Basins Montane Sagebrush Steppe","Colorado + Plateau Mixed Low Sagebrush Shrubland","Columbia Plateau Low Sagebrush Steppe","Columbia + Plateau Scabland Shrubland","Wyoming Basins Dwarf Sagebrush Shrubland and + Steppe","Colorado Plateau Blackbrush-Mormon-tea Shrubland","Inter-Mountain + Basins Semi-Desert Grassland","Inter-Mountain Basins Semi-Desert Shrub Steppe","Southern + Colorado Plateau Sand Shrubland","Acadian-Appalachian Alpine Tundra","Rocky + Mountain Alpine Dwarf-Shrubland","Rocky Mountain Alpine Fell-Field","Rocky + Mountain Alpine Turf","Mediterranean California Alpine Dry Tundra","Mediterranean + California Alpine Fell-Field","North Pacific Dry and Mesic Alpine Dwarf-Shrubland, + Fell-field and Meadow","Rocky Mountain Alpine Tundra/Fell-field/Dwarf-shrub + Map Unit","Temperate Pacific Intertidal Mudflat","Mediterranean California + Eelgrass Bed","North Pacific Maritime Eelgrass Bed","South-Central Interior + Large Floodplain - Herbaceous Modifier","East Gulf Coastal Plain Large River + Floodplain Forest - Herbaceous Modifier","Temperate Pacific Freshwater Aquatic + Bed","Central California Coast Ranges Cliff and Canyon","Mediterranean California + Serpentine Barrens","Southern California Coast Ranges Cliff and Canyon","Central + Interior Acidic Cliff and Talus","Central Interior Calcareous Cliff and Talus","East + Gulf Coastal Plain Dry Chalk Bluff","North-Central Appalachian Acidic Cliff + and Talus","North-Central Appalachian Circumneutral Cliff and Talus","Southern + Appalachian Montane Cliff","Southern Interior Acid Cliff","Southern Interior + Calcareous Cliff","Southern Piedmont Cliff","Southern Appalachian Granitic + Dome","Southern Appalachian Rocky Summit","Southern Piedmont Granite Flatrock","Rocky + Mountain Cliff, Canyon and Massive Bedrock","Klamath-Siskiyou Cliff and Outcrop","North + Pacific Montane Massive Bedrock, Cliff and Talus","North Pacific Serpentine + Barren","North Pacific Active Volcanic Rock and Cinder Land","Sierra Nevada + Cliff and Canyon","Western Great Plains Badland","Southwestern Great Plains + Canyon","Western Great Plains Cliff and Outcrop","North American Warm Desert + Badland","North American Warm Desert Bedrock Cliff and Outcrop","North American + Warm Desert Pavement","North American Warm Desert Volcanic Rockland","Colorado + Plateau Mixed Bedrock Canyon and Tableland","Columbia Plateau Ash and Tuff + Badland","Geysers and Hot Springs","Inter-Mountain Basins Active and Stabilized + Dune","Inter-Mountain Basins Cliff and Canyon","Inter-Mountain Basins Shale + Badland","Inter-Mountain Basins Volcanic Rock and Cinder Land","Rocky Mountain + Alpine Bedrock and Scree","Mediterranean California Alpine Bedrock and Scree","North + Pacific Alpine and Subalpine Bedrock and Scree","Unconsolidated Shore","Undifferentiated + Barren Land","North American Alpine Ice Field","Orchards Vineyards and Other + High Structure Agriculture","Cultivated Cropland","Pasture/Hay","Introduced + Upland Vegetation - Annual Grassland","Introduced Upland Vegetation - Perennial + Grassland and Forbland","Modified/Managed Southern Tall Grassland","Introduced + Upland Vegetation - Shrub","Introduced Riparian and Wetland Vegetation","Introduced + Upland Vegetation - Treed","0","Disturbed, Non-specific","Recently Logged + Areas","Harvested Forest - Grass/Forb Regeneration","Harvested Forest-Shrub + Regeneration","Harvested Forest - Northwestern Conifer Regeneration","Recently + Burned","Recently burned grassland","Recently burned shrubland","Recently + burned forest","Disturbed/Successional - Grass/Forb Regeneration","Disturbed/Successional + - Shrub Regeneration","Disturbed/Successional - Recently Chained Pinyon-Juniper","Open + Water (Aquaculture)","Open Water (Brackish/Salt)","Open Water (Fresh)","Quarries, + Mines, Gravel Pits and Oil Wells","Developed, Open Space","Developed, Low + Intensity","Developed, Medium Intensity","Developed, High Intensity"]}]},"description":"The + [USGS GAP/LANDFIRE National Terrestrial Ecosystems data](https://www.sciencebase.gov/catalog/item/573cc51be4b0dae0d5e4b0c5), + based on the [NatureServe Terrestrial Ecological Systems](https://www.natureserve.org/products/terrestrial-ecological-systems-united-states), + are the foundation of the most detailed, consistent map of vegetation available + for the United States. These data facilitate planning and management for + biological diversity on a regional and national scale.\n\nThis dataset includes + the [land cover](https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover) + component of the GAP/LANDFIRE project.\n\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"GeoTIFF + data","file:values":[{"values":[0],"summary":"0"},{"values":[1],"summary":"South + Florida Bayhead Swamp"},{"values":[2],"summary":"South Florida Cypress Dome"},{"values":[3],"summary":"South + Florida Dwarf Cypress Savanna"},{"values":[4],"summary":"South Florida Mangrove + Swamp"},{"values":[5],"summary":"South Florida Hardwood Hammock"},{"values":[6],"summary":"Southeast + Florida Coastal Strand and Maritime Hammock"},{"values":[7],"summary":"Southwest + Florida Coastal Strand and Maritime Hammock"},{"values":[8],"summary":"South + Florida Pine Rockland"},{"values":[9],"summary":"Atlantic Coastal Plain Fall-line + Sandhills Longleaf Pine Woodland - Open Understory"},{"values":[10],"summary":"Atlantic + Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory"},{"values":[11],"summary":"Atlantic + Coastal Plain Upland Longleaf Pine Woodland"},{"values":[12],"summary":"Atlantic + Coastal Plain Xeric River Dune"},{"values":[13],"summary":"East Gulf Coastal + Plain Interior Upland Longleaf Pine Woodland - Open Understory Modifier"},{"values":[14],"summary":"East + Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Scrub/Shrub Modifier"},{"values":[15],"summary":"Florida + Longleaf Pine Sandhill - Scrub/Shrub Understory Modifier"},{"values":[16],"summary":"Florida + Longleaf Pine Sandhill- Open Understory Modifier"},{"values":[17],"summary":"West + Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland"},{"values":[18],"summary":"Atlantic + Coastal Plain Central Maritime Forest"},{"values":[19],"summary":"Atlantic + Coastal Plain Southern Maritime Forest"},{"values":[20],"summary":"Central + and South Texas Coastal Fringe Forest and Woodland"},{"values":[21],"summary":"East + Gulf Coastal Plain Limestone Forest"},{"values":[22],"summary":"East Gulf + Coastal Plain Maritime Forest"},{"values":[23],"summary":"East Gulf Coastal + Plain Southern Loess Bluff Forest"},{"values":[24],"summary":"East Gulf Coastal + Plain Southern Mesic Slope Forest"},{"values":[25],"summary":"Mississippi + Delta Maritime Forest"},{"values":[26],"summary":"Southern Coastal Plain Dry + Upland Hardwood Forest"},{"values":[27],"summary":"Southern Coastal Plain + Oak Dome and Hammock"},{"values":[28],"summary":"West Gulf Coastal Plain Chenier + and Upper Texas Coastal Fringe Forest and Woodland"},{"values":[29],"summary":"West + Gulf Coastal Plain Mesic Hardwood Forest"},{"values":[30],"summary":"East-Central + Texas Plains Pine Forest and Woodland"},{"values":[31],"summary":"West Gulf + Coastal Plain Pine-Hardwood Forest"},{"values":[32],"summary":"West Gulf Coastal + Plain Sandhill Oak and Shortleaf Pine Forest and Woodland"},{"values":[33],"summary":"Atlantic + Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier"},{"values":[34],"summary":"Deciduous + Plantations"},{"values":[35],"summary":"East Gulf Coastal Plain Interior Upland + Longleaf Pine Woodland - Loblolly Modifier"},{"values":[36],"summary":"East + Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Offsite Hardwood + Modifier"},{"values":[37],"summary":"East Gulf Coastal Plain Near-Coast Pine + Flatwoods - Offsite Hardwood Modifier"},{"values":[38],"summary":"Evergreen + Plantation or Managed Pine"},{"values":[39],"summary":"California Central + Valley Mixed Oak Savanna"},{"values":[40],"summary":"California Coastal Closed-Cone + Conifer Forest and Woodland"},{"values":[41],"summary":"California Coastal + Live Oak Woodland and Savanna"},{"values":[42],"summary":"California Lower + Montane Blue Oak-Foothill Pine Woodland and Savanna"},{"values":[43],"summary":"Central + and Southern California Mixed Evergreen Woodland"},{"values":[44],"summary":"Mediterranean + California Lower Montane Black Oak-Conifer Forest and Woodland"},{"values":[45],"summary":"Southern + California Oak Woodland and Savanna"},{"values":[46],"summary":"Madrean Encinal"},{"values":[47],"summary":"Madrean + Pinyon-Juniper Woodland"},{"values":[48],"summary":"Madrean Pine-Oak Forest + and Woodland"},{"values":[49],"summary":"Madrean Upper Montane Conifer-Oak + Forest and Woodland"},{"values":[50],"summary":"Edwards Plateau Dry-Mesic + Slope Forest and Woodland"},{"values":[51],"summary":"Edwards Plateau Limestone + Savanna and Woodland"},{"values":[52],"summary":"Edwards Plateau Mesic Canyon"},{"values":[53],"summary":"Llano + Uplift Acidic Forest, Woodland and Glade"},{"values":[54],"summary":"East + Cascades Oak-Ponderosa Pine Forest and Woodland"},{"values":[55],"summary":"Mediterranean + California Mixed Evergreen Forest"},{"values":[56],"summary":"Mediterranean + California Mixed Oak Woodland"},{"values":[57],"summary":"North Pacific Dry + Douglas-fir-(Madrone) Forest and Woodland"},{"values":[58],"summary":"North + Pacific Oak Woodland"},{"values":[59],"summary":"Edwards Plateau Limestone + Shrubland"},{"values":[60],"summary":"Allegheny-Cumberland Dry Oak Forest + and Woodland - Hardwood"},{"values":[61],"summary":"Allegheny-Cumberland Dry + Oak Forest and Woodland - Pine Modifier"},{"values":[62],"summary":"Central + and Southern Appalachian Montane Oak Forest"},{"values":[63],"summary":"Central + and Southern Appalachian Northern Hardwood Forest"},{"values":[64],"summary":"Central + Appalachian Oak and Pine Forest"},{"values":[65],"summary":"Crosstimbers Oak + Forest and Woodland"},{"values":[66],"summary":"East Gulf Coastal Plain Black + Belt Calcareous Prairie and Woodland - Woodland Modifier"},{"values":[67],"summary":"East + Gulf Coastal Plain Northern Dry Upland Hardwood Forest"},{"values":[68],"summary":"East + Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier"},{"values":[69],"summary":"East + Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier"},{"values":[70],"summary":"East-Central + Texas Plains Post Oak Savanna and Woodland"},{"values":[71],"summary":"Lower + Mississippi River Dune Woodland and Forest"},{"values":[72],"summary":"Mississippi + River Alluvial Plain Dry-Mesic Loess Slope Forest"},{"values":[73],"summary":"North-Central + Interior Dry Oak Forest and Woodland"},{"values":[74],"summary":"North-Central + Interior Dry-Mesic Oak Forest and Woodland"},{"values":[75],"summary":"Northeastern + Interior Dry Oak Forest - Mixed Modifier"},{"values":[76],"summary":"Northeastern + Interior Dry Oak Forest - Virginia/Pitch Pine Modifier"},{"values":[77],"summary":"Northeastern + Interior Dry Oak Forest-Hardwood Modifier"},{"values":[78],"summary":"Northeastern + Interior Dry-Mesic Oak Forest"},{"values":[79],"summary":"Northern Atlantic + Coastal Plain Dry Hardwood Forest"},{"values":[80],"summary":"Crowley''s Ridge + Sand Forest"},{"values":[81],"summary":"Ouachita Montane Oak Forest"},{"values":[82],"summary":"Ozark-Ouachita + Dry Oak Woodland"},{"values":[83],"summary":"Ozark-Ouachita Dry-Mesic Oak + Forest"},{"values":[84],"summary":"Southern and Central Appalachian Oak Forest"},{"values":[85],"summary":"Southern + and Central Appalachian Oak Forest - Xeric"},{"values":[86],"summary":"Southern + Interior Low Plateau Dry-Mesic Oak Forest"},{"values":[87],"summary":"Southern + Ridge and Valley Dry Calcareous Forest"},{"values":[88],"summary":"Southern + Ridge and Valley Dry Calcareous Forest - Pine modifier"},{"values":[89],"summary":"East + Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite Pine Modifier"},{"values":[90],"summary":"Managed + Tree Plantation"},{"values":[91],"summary":"Ruderal forest"},{"values":[92],"summary":"Southern + Piedmont Dry Oak-(Pine) Forest - Loblolly Pine Modifier"},{"values":[93],"summary":"Acadian + Low-Elevation Spruce-Fir-Hardwood Forest"},{"values":[94],"summary":"Acadian-Appalachian + Montane Spruce-Fir Forest"},{"values":[95],"summary":"Appalachian Hemlock-Hardwood + Forest"},{"values":[96],"summary":"Central and Southern Appalachian Spruce-Fir + Forest"},{"values":[97],"summary":"0"},{"values":[98],"summary":"Laurentian-Acadian + Northern Hardwoods Forest"},{"values":[99],"summary":"Laurentian-Acadian Northern + Pine-(Oak) Forest"},{"values":[100],"summary":"Laurentian-Acadian Pine-Hemlock-Hardwood + Forest"},{"values":[101],"summary":"Paleozoic Plateau Bluff and Talus"},{"values":[102],"summary":"Southern + Appalachian Northern Hardwood Forest"},{"values":[103],"summary":"Atlantic + Coastal Plain Dry and Dry-Mesic Oak Forest"},{"values":[104],"summary":"Atlantic + Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Offsite Hardwood"},{"values":[105],"summary":"East + Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Hardwood Modifier"},{"values":[106],"summary":"East + Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Mixed Modifier"},{"values":[107],"summary":"Ozark-Ouachita + Shortleaf Pine-Bluestem Woodland"},{"values":[108],"summary":"Ozark-Ouachita + Shortleaf Pine-Oak Forest and Woodland"},{"values":[109],"summary":"Southeastern + Interior Longleaf Pine Woodland"},{"values":[110],"summary":"Southern Appalachian + Low Mountain Pine Forest"},{"values":[111],"summary":"Southern Piedmont Dry + Oak-(Pine) Forest"},{"values":[112],"summary":"Southern Piedmont Dry Oak-(Pine) + Forest - Hardwood Modifier"},{"values":[113],"summary":"Southern Piedmont + Dry Oak-(Pine) Forest - Mixed Modifier"},{"values":[114],"summary":"Southern + Piedmont Dry Oak-Heath Forest - Mixed Modifier"},{"values":[115],"summary":"Eastern + Great Plains Tallgrass Aspen Parkland"},{"values":[116],"summary":"Northwestern + Great Plains Aspen Forest and Parkland"},{"values":[117],"summary":"Northwestern + Great Plains Shrubland"},{"values":[118],"summary":"Western Great Plains Dry + Bur Oak Forest and Woodland"},{"values":[119],"summary":"Western Great Plains + Wooded Draw and Ravine"},{"values":[120],"summary":"Southern Atlantic Coastal + Plain Mesic Hardwood Forest"},{"values":[121],"summary":"East Gulf Coastal + Plain Northern Loess Bluff Forest"},{"values":[122],"summary":"East Gulf Coastal + Plain Northern Mesic Hardwood Forest"},{"values":[123],"summary":"North-Central + Interior Beech-Maple Forest"},{"values":[124],"summary":"North-Central Interior + Maple-Basswood Forest"},{"values":[125],"summary":"Ozark-Ouachita Mesic Hardwood + Forest"},{"values":[126],"summary":"South-Central Interior Mesophytic Forest"},{"values":[127],"summary":"Southern + and Central Appalachian Cove Forest"},{"values":[128],"summary":"Crowley''s + Ridge Mesic Loess Slope Forest"},{"values":[129],"summary":"Southern Piedmont + Mesic Forest"},{"values":[130],"summary":"Appalachian Shale Barrens"},{"values":[131],"summary":"Atlantic + Coastal Plain Northern Maritime Forest"},{"values":[132],"summary":"Laurentian + Pine-Oak Barrens"},{"values":[133],"summary":"Northeastern Interior Pine Barrens"},{"values":[134],"summary":"Northern + Atlantic Coastal Plain Pitch Pine Barrens"},{"values":[135],"summary":"Southern + Appalachian Montane Pine Forest and Woodland"},{"values":[136],"summary":"East + Cascades Mesic Montane Mixed-Conifer Forest and Woodland"},{"values":[137],"summary":"Middle + Rocky Mountain Montane Douglas-fir Forest and Woodland"},{"values":[138],"summary":"Northern + Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest"},{"values":[139],"summary":"Northern + Rocky Mountain Foothill Conifer Wooded Steppe"},{"values":[140],"summary":"Northern + Rocky Mountain Mesic Montane Mixed Conifer Forest"},{"values":[141],"summary":"Northern + Rocky Mountain Ponderosa Pine Woodland and Savanna"},{"values":[142],"summary":"Northern + Rocky Mountain Western Larch Savanna"},{"values":[143],"summary":"Northwestern + Great Plains - Black Hills Ponderosa Pine Woodland and Savanna"},{"values":[144],"summary":"Rocky + Mountain Foothill Limber Pine-Juniper Woodland"},{"values":[145],"summary":"Inter-Mountain + Basins Aspen-Mixed Conifer Forest and Woodland"},{"values":[146],"summary":"Inter-Mountain + Basins Subalpine Limber-Bristlecone Pine Woodland"},{"values":[147],"summary":"Northern + Rocky Mountain Subalpine Woodland and Parkland"},{"values":[148],"summary":"Rocky + Mountain Aspen Forest and Woodland"},{"values":[149],"summary":"Rocky Mountain + Lodgepole Pine Forest"},{"values":[150],"summary":"Rocky Mountain Poor-Site + Lodgepole Pine Forest"},{"values":[151],"summary":"Rocky Mountain Subalpine + Dry-Mesic Spruce-Fir Forest and Woodland"},{"values":[152],"summary":"Rocky + Mountain Subalpine Mesic Spruce-Fir Forest and Woodland"},{"values":[153],"summary":"Rocky + Mountain Subalpine-Montane Limber-Bristlecone Pine Woodland"},{"values":[154],"summary":"Rocky + Mountain Bigtooth Maple Ravine Woodland"},{"values":[155],"summary":"Southern + Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland"},{"values":[156],"summary":"Southern + Rocky Mountain Mesic Montane Mixed Conifer Forest and Woodland"},{"values":[157],"summary":"Southern + Rocky Mountain Ponderosa Pine Savanna"},{"values":[158],"summary":"Southern + Rocky Mountain Ponderosa Pine Woodland"},{"values":[159],"summary":"California + Montane Jeffrey Pine-(Ponderosa Pine) Woodland"},{"values":[160],"summary":"Klamath-Siskiyou + Lower Montane Serpentine Mixed Conifer Woodland"},{"values":[161],"summary":"Klamath-Siskiyou + Upper Montane Serpentine Mixed Conifer Woodland"},{"values":[162],"summary":"Mediterranean + California Dry-Mesic Mixed Conifer Forest and Woodland"},{"values":[163],"summary":"Mediterranean + California Mesic Mixed Conifer Forest and Woodland"},{"values":[164],"summary":"Sierran-Intermontane + Desert Western White Pine-White Fir Woodland"},{"values":[165],"summary":"California + Coastal Redwood Forest"},{"values":[166],"summary":"North Pacific Broadleaf + Landslide Forest and Shrubland"},{"values":[167],"summary":"North Pacific + Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest"},{"values":[168],"summary":"North + Pacific Hypermaritime Sitka Spruce Forest"},{"values":[169],"summary":"North + Pacific Hypermaritime Western Red-cedar-Western Hemlock Forest"},{"values":[170],"summary":"North + Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland"},{"values":[171],"summary":"North + Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest"},{"values":[172],"summary":"North + Pacific Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest"},{"values":[173],"summary":"North + Pacific Mesic Western Hemlock-Silver Fir Forest"},{"values":[174],"summary":"North + Pacific Wooded Volcanic Flowage"},{"values":[175],"summary":"Mediterranean + California Red Fir Forest"},{"values":[176],"summary":"Mediterranean California + Subalpine Woodland"},{"values":[177],"summary":"North Pacific Maritime Mesic + Subalpine Parkland"},{"values":[178],"summary":"North Pacific Mountain Hemlock + Forest"},{"values":[179],"summary":"Northern California Mesic Subalpine Woodland"},{"values":[180],"summary":"Northern + Pacific Mesic Subalpine Woodland"},{"values":[181],"summary":"Sierra Nevada + Subalpine Lodgepole Pine Forest and Woodland"},{"values":[182],"summary":"Columbia + Plateau Western Juniper Woodland and Savanna"},{"values":[183],"summary":"Great + Basin Pinyon-Juniper Woodland"},{"values":[184],"summary":"Inter-Mountain + Basins Curl-leaf Mountain Mahogany Woodland and Shrubland"},{"values":[185],"summary":"Inter-Mountain + Basins Juniper Savanna"},{"values":[186],"summary":"Colorado Plateau Pinyon-Juniper + Shrubland"},{"values":[187],"summary":"Colorado Plateau Pinyon-Juniper Woodland"},{"values":[188],"summary":"Southern + Rocky Mountain Juniper Woodland and Savanna"},{"values":[189],"summary":"Southern + Rocky Mountain Pinyon-Juniper Woodland"},{"values":[190],"summary":"Northwestern + Great Plains Floodplain"},{"values":[191],"summary":"Northwestern Great Plains + Riparian"},{"values":[192],"summary":"Western Great Plains Floodplain"},{"values":[193],"summary":"Western + Great Plains Floodplain Systems"},{"values":[194],"summary":"Western Great + Plains Riparian Woodland and Shrubland"},{"values":[195],"summary":"Central + Appalachian Floodplain - Forest Modifier"},{"values":[196],"summary":"Central + Appalachian Riparian - Forest Modifier"},{"values":[197],"summary":"Central + Interior and Appalachian Floodplain Systems"},{"values":[198],"summary":"Central + Interior and Appalachian Riparian Systems"},{"values":[199],"summary":"Laurentian-Acadian + Floodplain Systems"},{"values":[200],"summary":"Ozark-Ouachita Riparian"},{"values":[201],"summary":"South-Central + Interior Large Floodplain"},{"values":[202],"summary":"South-Central Interior + Large Floodplain - Forest Modifier"},{"values":[203],"summary":"South-Central + Interior Small Stream and Riparian"},{"values":[204],"summary":"North-Central + Interior and Appalachian Rich Swamp"},{"values":[205],"summary":"0"},{"values":[206],"summary":"0"},{"values":[207],"summary":"Laurentian-Acadian + Swamp Systems"},{"values":[208],"summary":"North-Central Interior Wet Flatwoods"},{"values":[209],"summary":"0"},{"values":[210],"summary":"South-Central + Interior / Upper Coastal Plain Wet Flatwoods"},{"values":[211],"summary":"0"},{"values":[212],"summary":"Southern + Piedmont/Ridge and Valley Upland Depression Swamp"},{"values":[213],"summary":"Atlantic + Coastal Plain Blackwater Stream Floodplain Forest - Forest Modifier"},{"values":[214],"summary":"Atlantic + Coastal Plain Brownwater Stream Floodplain Forest"},{"values":[215],"summary":"Atlantic + Coastal Plain Northern Tidal Wooded Swamp"},{"values":[216],"summary":"Atlantic + Coastal Plain Small Blackwater River Floodplain Forest"},{"values":[217],"summary":"Atlantic + Coastal Plain Small Brownwater River Floodplain Forest"},{"values":[218],"summary":"Atlantic + Coastal Plain Southern Tidal Wooded Swamp"},{"values":[219],"summary":"East + Gulf Coastal Plain Large River Floodplain Forest - Forest Modifier"},{"values":[220],"summary":"East + Gulf Coastal Plain Small Stream and River Floodplain Forest"},{"values":[221],"summary":"East + Gulf Coastal Plain Tidal Wooded Swamp"},{"values":[222],"summary":"0"},{"values":[223],"summary":"Southeastern + Great Plains Riparian Forest"},{"values":[224],"summary":"Southeastern Great + Plains Floodplain Forest"},{"values":[225],"summary":"Mississippi River Bottomland + Depression"},{"values":[226],"summary":"Mississippi River Floodplain and Riparian + Forest"},{"values":[227],"summary":"Mississippi River Low Floodplain (Bottomland) + Forest"},{"values":[228],"summary":"Mississippi River Riparian Forest"},{"values":[229],"summary":"Red + River Large Floodplain Forest"},{"values":[230],"summary":"Southern Coastal + Plain Blackwater River Floodplain Forest"},{"values":[231],"summary":"Southern + Piedmont Large Floodplain Forest - Forest Modifier"},{"values":[232],"summary":"Southern + Piedmont Small Floodplain and Riparian Forest"},{"values":[233],"summary":"West + Gulf Coastal Plain Large River Floodplain Forest"},{"values":[234],"summary":"West + Gulf Coastal Plain Near-Coast Large River Swamp"},{"values":[235],"summary":"West + Gulf Coastal Plain Small Stream and River Forest"},{"values":[236],"summary":"Atlantic + Coastal Plain Streamhead Seepage Swamp - Pocosin - and Baygall"},{"values":[237],"summary":"Gulf + and Atlantic Coastal Plain Swamp Systems"},{"values":[238],"summary":"Southern + Coastal Plain Hydric Hammock"},{"values":[239],"summary":"Southern Coastal + Plain Seepage Swamp and Baygall"},{"values":[240],"summary":"West Gulf Coastal + Plain Seepage Swamp and Baygall"},{"values":[241],"summary":"Atlantic Coastal + Plain Nonriverine Swamp and Wet Hardwood Forest - Taxodium/Nyssa Modifier"},{"values":[242],"summary":"Atlantic + Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Oak Dominated Modifier"},{"values":[243],"summary":"East + Gulf Coastal Plain Southern Loblolly-Hardwood Flatwoods"},{"values":[244],"summary":"Lower + Mississippi River Bottomland Depressions - Forest Modifier"},{"values":[245],"summary":"Lower + Mississippi River Flatwoods"},{"values":[246],"summary":"Northern Atlantic + Coastal Plain Basin Swamp and Wet Hardwood Forest"},{"values":[247],"summary":"Southern + Coastal Plain Nonriverine Basin Swamp"},{"values":[248],"summary":"Southern + Coastal Plain Nonriverine Basin Swamp - Okefenokee Bay/Gum Modifier"},{"values":[249],"summary":"Southern + Coastal Plain Nonriverine Basin Swamp - Okefenokee Pine Modifier"},{"values":[250],"summary":"Southern + Coastal Plain Nonriverine Basin Swamp - Okefenokee Taxodium Modifier"},{"values":[251],"summary":"West + Gulf Coastal Plain Nonriverine Wet Hardwood Flatwoods"},{"values":[252],"summary":"West + Gulf Coastal Plain Pine-Hardwood Flatwoods"},{"values":[253],"summary":"Edwards + Plateau Riparian"},{"values":[254],"summary":"Atlantic Coastal Plain Clay-Based + Carolina Bay Forested Wetland"},{"values":[255],"summary":"Atlantic Coastal + Plain Clay-Based Carolina Bay Herbaceous Wetland"},{"values":[256],"summary":"Atlantic + Coastal Plain Southern Wet Pine Savanna and Flatwoods"},{"values":[257],"summary":"Central + Atlantic Coastal Plain Wet Longleaf Pine Savanna and Flatwoods"},{"values":[258],"summary":"Central + Florida Pine Flatwoods"},{"values":[259],"summary":"East Gulf Coastal Plain + Near-Coast Pine Flatwoods"},{"values":[260],"summary":"East Gulf Coastal Plain + Near-Coast Pine Flatwoods - Open Understory Modifier"},{"values":[261],"summary":"East + Gulf Coastal Plain Near-Coast Pine Flatwoods - Scrub/Shrub Understory Modifier"},{"values":[262],"summary":"South + Florida Pine Flatwoods"},{"values":[263],"summary":"Southern Coastal Plain + Nonriverine Cypress Dome"},{"values":[264],"summary":"West Gulf Coastal Plain + Wet Longleaf Pine Savanna and Flatwoods"},{"values":[265],"summary":"Columbia + Basin Foothill Riparian Woodland and Shrubland"},{"values":[266],"summary":"Great + Basin Foothill and Lower Montane Riparian Woodland and Shrubland"},{"values":[267],"summary":"0"},{"values":[268],"summary":"Northern + Rocky Mountain Conifer Swamp"},{"values":[269],"summary":"Northern Rocky Mountain + Lower Montane Riparian Woodland and Shrubland"},{"values":[270],"summary":"Rocky + Mountain Lower Montane Riparian Woodland and Shrubland"},{"values":[271],"summary":"Rocky + Mountain Montane Riparian Systems"},{"values":[272],"summary":"Rocky Mountain + Subalpine-Montane Riparian Woodland"},{"values":[273],"summary":"North Pacific + Hardwood-Conifer Swamp"},{"values":[274],"summary":"North Pacific Lowland + Riparian Forest and Shrubland"},{"values":[275],"summary":"North Pacific Montane + Riparian Woodland and Shrubland"},{"values":[276],"summary":"North Pacific + Shrub Swamp"},{"values":[277],"summary":"California Central Valley Riparian + Woodland and Shrubland"},{"values":[278],"summary":"Mediterranean California + Foothill and Lower Montane Riparian Woodland"},{"values":[279],"summary":"Mediterranean + California Serpentine Foothill and Lower Montane Riparian Woodland and Seep"},{"values":[280],"summary":"North + American Warm Desert Lower Montane Riparian Woodland and Shrubland"},{"values":[281],"summary":"North + American Warm Desert Riparian Systems"},{"values":[282],"summary":"North American + Warm Desert Riparian Woodland and Shrubland"},{"values":[283],"summary":"Tamaulipan + Floodplain"},{"values":[284],"summary":"Tamaulipan Riparian Systems"},{"values":[285],"summary":"Boreal + Aspen-Birch Forest"},{"values":[286],"summary":"Boreal Jack Pine-Black Spruce + Forest"},{"values":[287],"summary":"Boreal White Spruce-Fir-Hardwood Forest"},{"values":[288],"summary":"Boreal-Laurentian + Conifer Acidic Swamp and Treed Poor Fen"},{"values":[289],"summary":"Eastern + Boreal Floodplain"},{"values":[290],"summary":"South Florida Shell Hash Beach"},{"values":[291],"summary":"Southeast + Florida Beach"},{"values":[292],"summary":"Southwest Florida Beach"},{"values":[293],"summary":"South + Florida Everglades Sawgrass Marsh"},{"values":[294],"summary":"South Florida + Freshwater Slough and Gator Hole"},{"values":[295],"summary":"South Florida + Wet Marl Prairie"},{"values":[296],"summary":"California Maritime Chaparral"},{"values":[297],"summary":"California + Mesic Chaparral"},{"values":[298],"summary":"California Xeric Serpentine Chaparral"},{"values":[299],"summary":"Klamath-Siskiyou + Xeromorphic Serpentine Savanna and Chaparral"},{"values":[300],"summary":"Mediterranean + California Mesic Serpentine Woodland and Chaparral"},{"values":[301],"summary":"Northern + and Central California Dry-Mesic Chaparral"},{"values":[302],"summary":"Southern + California Dry-Mesic Chaparral"},{"values":[303],"summary":"Southern California + Coastal Scrub"},{"values":[304],"summary":"California Central Valley and Southern + Coastal Grassland"},{"values":[305],"summary":"California Mesic Serpentine + Grassland"},{"values":[306],"summary":"Columbia Basin Foothill and Canyon + Dry Grassland"},{"values":[307],"summary":"Columbia Basin Palouse Prairie"},{"values":[308],"summary":"North + Pacific Alpine and Subalpine Dry Grassland"},{"values":[309],"summary":"North + Pacific Montane Grassland"},{"values":[310],"summary":"North Pacific Montane + Shrubland"},{"values":[311],"summary":"Northern Rocky Mountain Lower Montane, + Foothill and Valley Grassland"},{"values":[312],"summary":"Northern Rocky + Mountain Montane-Foothill Deciduous Shrubland"},{"values":[313],"summary":"Northern + Rocky Mountain Subalpine Deciduous Shrubland"},{"values":[314],"summary":"Northern + Rocky Mountain Subalpine-Upper Montane Grassland"},{"values":[315],"summary":"Southern + Rocky Mountain Montane-Subalpine Grassland"},{"values":[316],"summary":"Rocky + Mountain Gambel Oak-Mixed Montane Shrubland"},{"values":[317],"summary":"Rocky + Mountain Lower Montane-Foothill Shrubland"},{"values":[318],"summary":"California + Northern Coastal Grassland"},{"values":[319],"summary":"North Pacific Herbaceous + Bald and Bluff"},{"values":[320],"summary":"North Pacific Hypermaritime Shrub + and Herbaceous Headland"},{"values":[321],"summary":"Willamette Valley Upland + Prairie and Savanna"},{"values":[322],"summary":"Mediterranean California + Subalpine Meadow"},{"values":[323],"summary":"Rocky Mountain Subalpine-Montane + Mesic Meadow"},{"values":[324],"summary":"Central Mixedgrass Prairie"},{"values":[325],"summary":"Northwestern + Great Plains Mixedgrass Prairie"},{"values":[326],"summary":"Western Great + Plains Foothill and Piedmont Grassland"},{"values":[327],"summary":"Western + Great Plains Tallgrass Prairie"},{"values":[328],"summary":"Western Great + Plains Sand Prairie"},{"values":[329],"summary":"Western Great Plains Sandhill + Steppe"},{"values":[330],"summary":"Western Great Plains Mesquite Woodland + and Shrubland"},{"values":[331],"summary":"Western Great Plains Shortgrass + Prairie"},{"values":[332],"summary":"Arkansas Valley Prairie and Woodland"},{"values":[333],"summary":"Central + Tallgrass Prairie"},{"values":[334],"summary":"North-Central Interior Oak + Savanna"},{"values":[335],"summary":"North-Central Interior Sand and Gravel + Tallgrass Prairie"},{"values":[336],"summary":"North-Central Oak Barrens"},{"values":[337],"summary":"Northern + Tallgrass Prairie"},{"values":[338],"summary":"Southeastern Great Plains Tallgrass + Prairie"},{"values":[339],"summary":"Texas Blackland Tallgrass Prairie"},{"values":[340],"summary":"Texas-Louisiana + Coastal Prairie"},{"values":[341],"summary":"Central Appalachian Pine-Oak + Rocky Woodland"},{"values":[342],"summary":"Southern Appalachian Grass and + Shrub Bald"},{"values":[343],"summary":"Southern Appalachian Grass and Shrub + Bald - Herbaceous Modifier"},{"values":[344],"summary":"Southern Appalachian + Grass and Shrub Bald - Shrub Modifier"},{"values":[345],"summary":"Central + Appalachian Alkaline Glade and Woodland"},{"values":[346],"summary":"Central + Interior Highlands Calcareous Glade and Barrens"},{"values":[347],"summary":"Central + Interior Highlands Dry Acidic Glade and Barrens"},{"values":[348],"summary":"Cumberland + Sandstone Glade and Barrens"},{"values":[349],"summary":"Great Lakes Alvar"},{"values":[350],"summary":"Nashville + Basin Limestone Glade"},{"values":[351],"summary":"Southern Ridge and Valley + / Cumberland Dry Calcareous Forest"},{"values":[352],"summary":"Southern Piedmont + Glade and Barrens"},{"values":[353],"summary":"East Gulf Coastal Plain Black + Belt Calcareous Prairie and Woodland - Herbaceous Modifier"},{"values":[354],"summary":"East + Gulf Coastal Plain Jackson Prairie and Woodland"},{"values":[355],"summary":"Eastern + Highland Rim Prairie and Barrens - Dry Modifier"},{"values":[356],"summary":"Coahuilan + Chaparral"},{"values":[357],"summary":"Madrean Oriental Chaparral"},{"values":[358],"summary":"Mogollon + Chaparral"},{"values":[359],"summary":"Sonora-Mojave Semi-Desert Chaparral"},{"values":[360],"summary":"California + Montane Woodland and Chaparral"},{"values":[361],"summary":"Great Basin Semi-Desert + Chaparral"},{"values":[362],"summary":"Florida Dry Prairie"},{"values":[363],"summary":"Florida + Peninsula Inland Scrub"},{"values":[364],"summary":"West Gulf Coastal Plain + Catahoula Barrens"},{"values":[365],"summary":"West Gulf Coastal Plain Nepheline + Syenite Glade"},{"values":[366],"summary":"East Gulf Coastal Plain Jackson + Plain Dry Flatwoods - Open Understory Modifier"},{"values":[367],"summary":"West + Gulf Coastal Plain Northern Calcareous Prairie"},{"values":[368],"summary":"West + Gulf Coastal Plain Southern Calcareous Prairie"},{"values":[369],"summary":"Acadian-Appalachian + Subalpine Woodland and Heath-Krummholz"},{"values":[370],"summary":"Atlantic + and Gulf Coastal Plain Interdunal Wetland"},{"values":[371],"summary":"Atlantic + Coastal Plain Southern Dune and Maritime Grassland"},{"values":[372],"summary":"Central + and Upper Texas Coast Dune and Coastal Grassland"},{"values":[373],"summary":"East + Gulf Coastal Plain Dune and Coastal Grassland"},{"values":[374],"summary":"Great + Lakes Dune"},{"values":[375],"summary":"Northern Atlantic Coastal Plain Dune + and Swale"},{"values":[376],"summary":"Northern Atlantic Coastal Plain Heathland + and Grassland"},{"values":[377],"summary":"South Texas Dune and Coastal Grassland"},{"values":[378],"summary":"South + Texas Sand Sheet Grassland"},{"values":[379],"summary":"Southwest Florida + Dune and Coastal Grassland"},{"values":[380],"summary":"North Pacific Coastal + Cliff and Bluff"},{"values":[381],"summary":"North Pacific Maritime Coastal + Sand Dune and Strand"},{"values":[382],"summary":"Northern California Coastal + Scrub"},{"values":[383],"summary":"Mediterranean California Coastal Bluff"},{"values":[384],"summary":"Mediterranean + California Northern Coastal Dune"},{"values":[385],"summary":"Mediterranean + California Southern Coastal Dune"},{"values":[386],"summary":"Atlantic Coastal + Plain Northern Sandy Beach"},{"values":[387],"summary":"Atlantic Coastal Plain + Sea Island Beach"},{"values":[388],"summary":"Atlantic Coastal Plain Southern + Beach"},{"values":[389],"summary":"Florida Panhandle Beach Vegetation"},{"values":[390],"summary":"Louisiana + Beach"},{"values":[391],"summary":"Northern Atlantic Coastal Plain Sandy Beach"},{"values":[392],"summary":"Texas + Coastal Bend Beach"},{"values":[393],"summary":"Upper Texas Coast Beach"},{"values":[394],"summary":"0"},{"values":[395],"summary":"Mediterranean + California Serpentine Fen"},{"values":[396],"summary":"Mediterranean California + Subalpine-Montane Fen"},{"values":[397],"summary":"North Pacific Bog and Fen"},{"values":[398],"summary":"Rocky + Mountain Subalpine-Montane Fen"},{"values":[399],"summary":"Atlantic Coastal + Plain Peatland Pocosin"},{"values":[400],"summary":"Southern and Central Appalachian + Bog and Fen"},{"values":[401],"summary":"Atlantic Coastal Plain Central Fresh-Oligohaline + Tidal Marsh"},{"values":[402],"summary":"Atlantic Coastal Plain Embayed Region + Tidal Freshwater Marsh"},{"values":[403],"summary":"Atlantic Coastal Plain + Northern Fresh and Oligohaline Tidal Marsh"},{"values":[404],"summary":"Florida + Big Bend Fresh-Oligohaline Tidal Marsh"},{"values":[405],"summary":"Atlantic + Coastal Plain Depression Pondshore"},{"values":[406],"summary":"Atlantic Coastal + Plain Large Natural Lakeshore"},{"values":[407],"summary":"Central Florida + Herbaceous Pondshore"},{"values":[408],"summary":"Central Florida Herbaceous + Seep"},{"values":[409],"summary":"East Gulf Coastal Plain Savanna and Wet + Prairie"},{"values":[410],"summary":"East Gulf Coastal Plain Depression Pondshore"},{"values":[411],"summary":"Floridian + Highlands Freshwater Marsh"},{"values":[412],"summary":"Southern Coastal Plain + Herbaceous Seepage Bog"},{"values":[413],"summary":"Southern Coastal Plain + Nonriverine Basin Swamp - Okefenokee Clethra Modifier"},{"values":[414],"summary":"Southern + Coastal Plain Nonriverine Basin Swamp - Okefenokee Nupea Modifier"},{"values":[415],"summary":"Texas-Louisiana + Coastal Prairie Slough"},{"values":[416],"summary":"Central Interior and Appalachian + Shrub-Herbaceous Wetland Systems"},{"values":[417],"summary":"Great Lakes + Coastal Marsh Systems"},{"values":[418],"summary":"0"},{"values":[419],"summary":"0"},{"values":[420],"summary":"Laurentian-Acadian + Shrub-Herbaceous Wetland Systems"},{"values":[421],"summary":"0"},{"values":[422],"summary":"Eastern + Great Plains Wet Meadow, Prairie and Marsh"},{"values":[423],"summary":"Great + Lakes Wet-Mesic Lakeplain Prairie"},{"values":[424],"summary":"Great Plains + Prairie Pothole"},{"values":[425],"summary":"Western Great Plains Closed Depression + Wetland"},{"values":[426],"summary":"Western Great Plains Depressional Wetland + Systems"},{"values":[427],"summary":"Western Great Plains Open Freshwater + Depression Wetland"},{"values":[428],"summary":"Cumberland Riverscour"},{"values":[429],"summary":"Inter-Mountain + Basins Interdunal Swale Wetland"},{"values":[430],"summary":"North Pacific + Avalanche Chute Shrubland"},{"values":[431],"summary":"North Pacific Intertidal + Freshwater Wetland"},{"values":[432],"summary":"Temperate Pacific Freshwater + Emergent Marsh"},{"values":[433],"summary":"Temperate Pacific Freshwater Mudflat"},{"values":[434],"summary":"Columbia + Plateau Vernal Pool"},{"values":[435],"summary":"Northern California Claypan + Vernal Pool"},{"values":[436],"summary":"Northern Rocky Mountain Wooded Vernal + Pool"},{"values":[437],"summary":"Columbia Plateau Silver Sagebrush Seasonally + Flooded Shrub-Steppe"},{"values":[438],"summary":"Rocky Mountain Alpine-Montane + Wet Meadow"},{"values":[439],"summary":"Rocky Mountain Subalpine-Montane Riparian + Shrubland"},{"values":[440],"summary":"Temperate Pacific Montane Wet Meadow"},{"values":[441],"summary":"Willamette + Valley Wet Prairie"},{"values":[442],"summary":"Chihuahuan-Sonoran Desert + Bottomland and Swale Grassland"},{"values":[443],"summary":"North American + Arid West Emergent Marsh"},{"values":[444],"summary":"North American Warm + Desert Riparian Mesquite Bosque"},{"values":[445],"summary":"Western Great + Plains Saline Depression Wetland"},{"values":[446],"summary":"Acadian Salt + Marsh and Estuary Systems"},{"values":[447],"summary":"Atlantic Coastal Plain + Central Salt and Brackish Tidal Marsh"},{"values":[448],"summary":"Atlantic + Coastal Plain Embayed Region Tidal Salt and Brackish Marsh"},{"values":[449],"summary":"Atlantic + Coastal Plain Indian River Lagoon Tidal Marsh"},{"values":[450],"summary":"Atlantic + Coastal Plain Northern Tidal Salt Marsh"},{"values":[451],"summary":"Florida + Big Bend Salt-Brackish Tidal Marsh"},{"values":[452],"summary":"Gulf and Atlantic + Coastal Plain Tidal Marsh Systems"},{"values":[453],"summary":"Mississippi + Sound Salt and Brackish Tidal Marsh"},{"values":[454],"summary":"Texas Saline + Coastal Prairie"},{"values":[455],"summary":"Temperate Pacific Tidal Salt + and Brackish Marsh"},{"values":[456],"summary":"Inter-Mountain Basins Alkaline + Closed Depression"},{"values":[457],"summary":"Inter-Mountain Basins Greasewood + Flat"},{"values":[458],"summary":"Inter-Mountain Basins Playa"},{"values":[459],"summary":"North + American Warm Desert Playa"},{"values":[460],"summary":"Apacherian-Chihuahuan + Mesquite Upland Scrub"},{"values":[461],"summary":"Apacherian-Chihuahuan Semi-Desert + Grassland and Steppe"},{"values":[462],"summary":"Chihuahuan Creosotebush, + Mixed Desert and Thorn Scrub"},{"values":[463],"summary":"Chihuahuan Gypsophilous + Grassland and Steppe"},{"values":[464],"summary":"Chihuahuan Loamy Plains + Desert Grassland"},{"values":[465],"summary":"Chihuahuan Mixed Desert and + Thorn Scrub"},{"values":[466],"summary":"Chihuahuan Sandy Plains Semi-Desert + Grassland"},{"values":[467],"summary":"Chihuahuan Stabilized Coppice Dune + and Sand Flat Scrub"},{"values":[468],"summary":"Chihuahuan Succulent Desert + Scrub"},{"values":[469],"summary":"Madrean Juniper Savanna"},{"values":[470],"summary":"Mojave + Mid-Elevation Mixed Desert Scrub"},{"values":[471],"summary":"North American + Warm Desert Active and Stabilized Dune"},{"values":[472],"summary":"Sonora-Mojave + Creosotebush-White Bursage Desert Scrub"},{"values":[473],"summary":"Sonoran + Mid-Elevation Desert Scrub"},{"values":[474],"summary":"Sonoran Paloverde-Mixed + Cacti Desert Scrub"},{"values":[475],"summary":"Chihuahuan Mixed Salt Desert + Scrub"},{"values":[476],"summary":"Sonora-Mojave Mixed Salt Desert Scrub"},{"values":[477],"summary":"North + American Warm Desert Wash"},{"values":[478],"summary":"South Texas Lomas"},{"values":[479],"summary":"Tamaulipan + Calcareous Thornscrub"},{"values":[480],"summary":"Tamaulipan Clay Grassland"},{"values":[481],"summary":"Tamaulipan + Mesquite Upland Scrub"},{"values":[482],"summary":"Tamaulipan Mixed Deciduous + Thornscrub"},{"values":[483],"summary":"Tamaulipan Savanna Grassland"},{"values":[484],"summary":"Inter-Mountain + Basins Mat Saltbush Shrubland"},{"values":[485],"summary":"Inter-Mountain + Basins Mixed Salt Desert Scrub"},{"values":[486],"summary":"Inter-Mountain + Basins Wash"},{"values":[487],"summary":"Columbia Plateau Steppe and Grassland"},{"values":[488],"summary":"Great + Basin Xeric Mixed Sagebrush Shrubland"},{"values":[489],"summary":"Inter-Mountain + Basins Big Sagebrush Shrubland"},{"values":[490],"summary":"Inter-Mountain + Basins Big Sagebrush Steppe"},{"values":[491],"summary":"Inter-Mountain Basins + Montane Sagebrush Steppe"},{"values":[492],"summary":"Colorado Plateau Mixed + Low Sagebrush Shrubland"},{"values":[493],"summary":"Columbia Plateau Low + Sagebrush Steppe"},{"values":[494],"summary":"Columbia Plateau Scabland Shrubland"},{"values":[495],"summary":"Wyoming + Basins Dwarf Sagebrush Shrubland and Steppe"},{"values":[496],"summary":"Colorado + Plateau Blackbrush-Mormon-tea Shrubland"},{"values":[497],"summary":"Inter-Mountain + Basins Semi-Desert Grassland"},{"values":[498],"summary":"Inter-Mountain Basins + Semi-Desert Shrub Steppe"},{"values":[499],"summary":"Southern Colorado Plateau + Sand Shrubland"},{"values":[500],"summary":"Acadian-Appalachian Alpine Tundra"},{"values":[501],"summary":"Rocky + Mountain Alpine Dwarf-Shrubland"},{"values":[502],"summary":"Rocky Mountain + Alpine Fell-Field"},{"values":[503],"summary":"Rocky Mountain Alpine Turf"},{"values":[504],"summary":"Mediterranean + California Alpine Dry Tundra"},{"values":[505],"summary":"Mediterranean California + Alpine Fell-Field"},{"values":[506],"summary":"North Pacific Dry and Mesic + Alpine Dwarf-Shrubland, Fell-field and Meadow"},{"values":[507],"summary":"Rocky + Mountain Alpine Tundra/Fell-field/Dwarf-shrub Map Unit"},{"values":[508],"summary":"Temperate + Pacific Intertidal Mudflat"},{"values":[509],"summary":"Mediterranean California + Eelgrass Bed"},{"values":[510],"summary":"North Pacific Maritime Eelgrass + Bed"},{"values":[511],"summary":"South-Central Interior Large Floodplain - + Herbaceous Modifier"},{"values":[512],"summary":"East Gulf Coastal Plain Large + River Floodplain Forest - Herbaceous Modifier"},{"values":[513],"summary":"Temperate + Pacific Freshwater Aquatic Bed"},{"values":[514],"summary":"Central California + Coast Ranges Cliff and Canyon"},{"values":[515],"summary":"Mediterranean California + Serpentine Barrens"},{"values":[516],"summary":"Southern California Coast + Ranges Cliff and Canyon"},{"values":[517],"summary":"Central Interior Acidic + Cliff and Talus"},{"values":[518],"summary":"Central Interior Calcareous Cliff + and Talus"},{"values":[519],"summary":"East Gulf Coastal Plain Dry Chalk Bluff"},{"values":[520],"summary":"North-Central + Appalachian Acidic Cliff and Talus"},{"values":[521],"summary":"North-Central + Appalachian Circumneutral Cliff and Talus"},{"values":[522],"summary":"Southern + Appalachian Montane Cliff"},{"values":[523],"summary":"Southern Interior Acid + Cliff"},{"values":[524],"summary":"Southern Interior Calcareous Cliff"},{"values":[525],"summary":"Southern + Piedmont Cliff"},{"values":[526],"summary":"Southern Appalachian Granitic + Dome"},{"values":[527],"summary":"Southern Appalachian Rocky Summit"},{"values":[528],"summary":"Southern + Piedmont Granite Flatrock"},{"values":[529],"summary":"Rocky Mountain Cliff, + Canyon and Massive Bedrock"},{"values":[530],"summary":"Klamath-Siskiyou Cliff + and Outcrop"},{"values":[531],"summary":"North Pacific Montane Massive Bedrock, + Cliff and Talus"},{"values":[532],"summary":"North Pacific Serpentine Barren"},{"values":[533],"summary":"North + Pacific Active Volcanic Rock and Cinder Land"},{"values":[534],"summary":"Sierra + Nevada Cliff and Canyon"},{"values":[535],"summary":"Western Great Plains + Badland"},{"values":[536],"summary":"Southwestern Great Plains Canyon"},{"values":[537],"summary":"Western + Great Plains Cliff and Outcrop"},{"values":[538],"summary":"North American + Warm Desert Badland"},{"values":[539],"summary":"North American Warm Desert + Bedrock Cliff and Outcrop"},{"values":[540],"summary":"North American Warm + Desert Pavement"},{"values":[541],"summary":"North American Warm Desert Volcanic + Rockland"},{"values":[542],"summary":"Colorado Plateau Mixed Bedrock Canyon + and Tableland"},{"values":[543],"summary":"Columbia Plateau Ash and Tuff Badland"},{"values":[544],"summary":"Geysers + and Hot Springs"},{"values":[545],"summary":"Inter-Mountain Basins Active + and Stabilized Dune"},{"values":[546],"summary":"Inter-Mountain Basins Cliff + and Canyon"},{"values":[547],"summary":"Inter-Mountain Basins Shale Badland"},{"values":[548],"summary":"Inter-Mountain + Basins Volcanic Rock and Cinder Land"},{"values":[549],"summary":"Rocky Mountain + Alpine Bedrock and Scree"},{"values":[550],"summary":"Mediterranean California + Alpine Bedrock and Scree"},{"values":[551],"summary":"North Pacific Alpine + and Subalpine Bedrock and Scree"},{"values":[552],"summary":"Unconsolidated + Shore"},{"values":[553],"summary":"Undifferentiated Barren Land"},{"values":[554],"summary":"North + American Alpine Ice Field"},{"values":[555],"summary":"Orchards Vineyards + and Other High Structure Agriculture"},{"values":[556],"summary":"Cultivated + Cropland"},{"values":[557],"summary":"Pasture/Hay"},{"values":[558],"summary":"Introduced + Upland Vegetation - Annual Grassland"},{"values":[559],"summary":"Introduced + Upland Vegetation - Perennial Grassland and Forbland"},{"values":[560],"summary":"Modified/Managed + Southern Tall Grassland"},{"values":[561],"summary":"Introduced Upland Vegetation + - Shrub"},{"values":[562],"summary":"Introduced Riparian and Wetland Vegetation"},{"values":[563],"summary":"Introduced + Upland Vegetation - Treed"},{"values":[564],"summary":"0"},{"values":[565],"summary":"Disturbed, + Non-specific"},{"values":[566],"summary":"Recently Logged Areas"},{"values":[567],"summary":"Harvested + Forest - Grass/Forb Regeneration"},{"values":[568],"summary":"Harvested Forest-Shrub + Regeneration"},{"values":[569],"summary":"Harvested Forest - Northwestern + Conifer Regeneration"},{"values":[570],"summary":"Recently Burned"},{"values":[571],"summary":"Recently + burned grassland"},{"values":[572],"summary":"Recently burned shrubland"},{"values":[573],"summary":"Recently + burned forest"},{"values":[574],"summary":"Disturbed/Successional - Grass/Forb + Regeneration"},{"values":[575],"summary":"Disturbed/Successional - Shrub Regeneration"},{"values":[576],"summary":"Disturbed/Successional + - Recently Chained Pinyon-Juniper"},{"values":[577],"summary":"Open Water + (Aquaculture)"},{"values":[578],"summary":"Open Water (Brackish/Salt)"},{"values":[579],"summary":"Open + Water (Fresh)"},{"values":[580],"summary":"Quarries, Mines, Gravel Pits and + Oil Wells"},{"values":[581],"summary":"Developed, Open Space"},{"values":[582],"summary":"Developed, + Low Intensity"},{"values":[583],"summary":"Developed, Medium Intensity"},{"values":[584],"summary":"Developed, + High Intensity"}]}},"stac_version":"1.0.0","msft:container":"usgs-gap","stac_extensions":["https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"U.S.-wide + land cover information for 2011","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '13509' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:05 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181805Z-174fc647fd5745hbhC1YTO7q5400000004200000000034nw + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061 + response: + body: + string: '{"id":"modis-17A2HGF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A2HGF","title":"MOD17A2HGF + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A2HGF","title":"MYD17A2HGF + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A2HGF.061","title":"LP + DAAC - MOD17A2HGF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A2HGF.061","title":"LP + DAAC - MYD17A2HGF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A2HGF-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Gross Primary Productivity 8-Day Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2HGF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Gross Primary Productivity 8-Day Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A2HGF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A2HGF","MYD17A2HGF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day + composite of values with 500 meter (m) pixel size based on the radiation use + efficiency concept that can be potentially used as inputs to data models to + calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry + of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data + product includes information about GPP and Net Photosynthesis (PSN). The PSN + band values are the GPP less the Maintenance Respiration (MR). The data product + also contains a PSN Quality Control (QC) layer. The quality layer contains + quality information for both the GPP and the PSN. This product will be generated + at the end of each year when the entire yearly 8-day 15A2H is available. Hence, + the gap-filled A2HGF is the improved 17, which has cleaned the poor-quality + inputs from 8-day Leaf Area Index and Fraction of Photosynthetically Active + Radiation (FPAR/LAI) based on the Quality Control (QC) label for every pixel. + If any LAI/FPAR pixel did not meet the quality screening criteria, its value + is determined through linear interpolation. However, users cannot get this + product in near-real time because it will be generated only at the end of + a given year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg + C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"PsnNet_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net + Photosynthesis","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Psn_QC_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + control indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A2HGF.061","citation":"Running, + S., & Zhao, M. (2021). MODIS/Terra Gross Primary Productivity Gap-Filled + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD17A2HGF.061"},{"doi":"10.5067/MODIS/MYD17A2HGF.061","citation":"Running, + S., & Zhao, M. (2021). MODIS/Aqua Gross Primary Productivity Gap-Filled + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD17A2HGF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Gross Primary Productivity 8-Day Gap-Filled","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2118' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:06 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181805Z-r15d8f49c9blgrcwhC1YTO0uxw00000001s00000000034p8 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual + response: + body: + string: "{\"id\":\"planet-nicfi-visual\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual\"},{\"rel\":\"license\",\"href\":\"https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant + License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant + License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://www.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI + Program - Satellite Imagery and Monitoring | Planet\"},{\"rel\":\"documentation\",\"href\":\"https://developers.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI + Program Resource Center\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/planet-nicfi-visual\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Planet-NICFI + Basemaps (Visual)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-visual-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/planet-nicfi-visual.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"AS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-34.161818157002,180.0,30.145127179625]]},\"temporal\":{\"interval\":[[\"2015-12-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Planet\",\"NICFI\",\"Satellite\",\"Tropics\",\"Imagery\"],\"providers\":[{\"url\":\"http://planet.com\",\"name\":\"Planet\",\"roles\":[\"processor\",\"producer\",\"licensor\"],\"description\":\"Contact + Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)\"},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"gsd\":[4.77],\"eo:bands\":[{\"name\":\"Red\",\"common_name\":\"red\",\"description\":\"visible + red\"},{\"name\":\"Green\",\"common_name\":\"green\",\"description\":\"visible + green\"},{\"name\":\"Blue\",\"common_name\":\"blue\",\"description\":\"visible + blue\"}],\"planet-nicfi:cadence\":[\"biannual\",\"monthly\"],\"planet-nicfi:percent_covered\":{\"maximum\":100,\"minimum\":0}},\"description\":\"*Note: + Assets in this collection are only available to winners of the [GEO-Microsoft + Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). + Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) + and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).*\\n\\nThrough + Norway\u2019s International Climate & Forests Initiative (NICFI), users can + access Planet\u2019s high-resolution, analysis-ready mosaics of the world\u2019s + tropics in order to help reduce and reverse the loss of tropical forests, + combat climate change, conserve biodiversity, and facilitate sustainable development.\\n\\nIn + support of NICFI\u2019s mission, you can use this data for a number of projects + including, but not limited to:\\n\\n* Advance scientific research about the + world\u2019s tropical forests and the critical services they provide.\\n* + Implement and improve policies for sustainable forest management and land + use in developing tropical forest countries and jurisdictions.\\n* Increase + transparency and accountability in the tropics.\\n* Protect and improve the + rights of indigenous peoples and local communities in tropical forest countries.\\n* + Innovate solutions towards reducing pressure on forests from global commodities + and financial markets.\\n* In short, the primary purpose of the NICFI Program + is to support reducing and reversing the loss of tropical forests, contributing + to combating climate change, conserving biodiversity, contributing to forest + regrowth, restoration, and enhancement, and facilitating sustainable development, + all of which must be Non-Commercial Use.\\n\\nTo learn how more about the + NICFI program, streaming and downloading basemaps please read the [NICFI Data + Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf).\\n\\nThis + collection contains both monthly and biannual mosaics. Biannual mosaics are + available from December 2015 - August 2020. Monthly mosaics are available + from September 2020. The STAC items include a `planet-nicfi:cadence` field + indicating the type of mosaic.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Data\",\"description\":\"a + 'true-colour' representation of spatially accurate data with minimized haze, + illumination, and topographic effects\"},\"thumbnail\":{\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"planet-nicfi\",\"msft:container\":\"nicfi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"planet\",\"msft:short_description\":\"Planet's + high-resolution, analysis-ready mosaics of the world's tropics\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2210' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:06 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181806Z-174fc647fd5btnsjhC1YTOnr200000000au0000000000tcx + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif + response: + body: + string: '{"id":"gbif","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif"},{"rel":"license","href":"https://www.gbif.org/terms","type":"text/html","title":"GBIF + Terms of Use"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gbif","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Global + Biodiversity Information Facility (GBIF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gbif.png","type":"image/png","title":"Forest + Inventory and Analysis"},"geoparquet-items":{"href":"abfs://items/gbif.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-13T00:00:00Z",null]]}},"license":"proprietary","keywords":["GBIF","Biodiversity","Species"],"providers":[{"url":"https://www.gbif.org/","name":"Global + Biodiversity Information Facility","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"The + [Global Biodiversity Information Facility](https://www.gbif.org) (GBIF) is + an international network and data infrastructure funded by the world''s governments, + providing global data that document the occurrence of species. GBIF currently + integrates datasets documenting over 1.6 billion species occurrences.\n\nThe + GBIF occurrence dataset combines data from a wide array of sources, including + specimen-related data from natural history museums, observations from citizen + science networks, and automated environmental surveys. While these data are + constantly changing at [GBIF.org](https://www.gbif.org), periodic snapshots + are taken and made available here. \n\nData are stored in [Parquet](https://parquet.apache.org/) + format; the Parquet file schema is described below. Most field names correspond + to [terms from the Darwin Core standard](https://dwc.tdwg.org/terms/), and + have been interpreted by GBIF''s systems to align taxonomy, location, dates, + etc. Additional information may be retrieved using the [GBIF API](https://www.gbif.org/developer/summary).\n\nPlease + refer to the GBIF [citation guidelines](https://www.gbif.org/citation-guidelines) + for information about how to cite GBIF data in publications.. For analyses + using the whole dataset, please use the following citation:\n\n> GBIF.org + ([Date]) GBIF Occurrence Data [DOI of dataset]\n\nFor analyses where data + are significantly filtered, please track the datasetKeys used and use a \"[derived + dataset](https://www.gbif.org/citation-guidelines#derivedDatasets)\" record + for citing the data.\n\nThe [GBIF data blog](https://data-blog.gbif.org/categories/gbif/) + contains a number of articles that can help you analyze GBIF data.\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset + root","table:storage_options":{"account_name":"ai4edataeuwest"}}},"stac_version":"1.0.0","table:columns":[{"name":"gbifid","type":"int64","description":"GBIF''s + identifier for the occurrence"},{"name":"datasetkey","type":"byte_array","description":"GBIF''s + UUID for the [dataset](https://www.gbif.org/developer/registry#datasets) containing + this occurrence"},{"name":"occurrenceid","type":"byte_array","description":"See + [dwc:occurrenceID](https://dwc.tdwg.org/terms/#occurrenceID)."},{"name":"kingdom","type":"byte_array","description":"See + [dwc:kingdom](https://dwc.tdwg.org/terms/#kingdom). This field has been aligned + with the [GBIF backbone taxonomy](https://doi.org/10.15468/39omei)."},{"name":"phylum","type":"byte_array","description":"See + [dwc:phylum](https://dwc.tdwg.org/terms/#phylum). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"class","type":"byte_array","description":"See + [dwc:class](https://dwc.tdwg.org/terms/#class). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"order","type":"byte_array","description":"See + [dwc:order](https://dwc.tdwg.org/terms/#order). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"family","type":"byte_array","description":"See + [dwc:family](https://dwc.tdwg.org/terms/#family). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"genus","type":"byte_array","description":"See + [dwc:genus](https://dwc.tdwg.org/terms/#genus). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"species","type":"byte_array","description":"See + [dwc:species](https://dwc.tdwg.org/terms/#species). This field has been aligned + with the GBIF backbone taxonomy."},{"name":"infraspecificepithet","type":"byte_array","description":"See + [dwc:infraspecificEpithet](https://dwc.tdwg.org/terms/#infraspecificEpithet). This + field has been aligned with the GBIF backbone taxonomy."},{"name":"taxonrank","type":"byte_array","description":"See + [dwc:taxonRank](https://dwc.tdwg.org/terms/#taxonRank). This field has been + aligned with the GBIF backbone taxonomy."},{"name":"scientificname","type":"byte_array","description":"See + [dwc:scientificName](https://dwc.tdwg.org/terms/#scientificName). This field + has been aligned with the GBIF backbone taxonomy."},{"name":"verbatimscientificname","type":"byte_array","description":"The + scientific name as provided by the data publisher"},{"name":"verbatimscientificnameauthorship","type":"byte_array","description":"The + scientific name authorship provided by the data publisher."},{"name":"countrycode","type":"byte_array","description":"See + [dwc:countryCode](https://dwc.tdwg.org/terms/#countryCode). GBIF''s interpretation + has set this to an ISO 3166-2 code."},{"name":"locality","type":"byte_array","description":"See + [dwc:locality](https://dwc.tdwg.org/terms/#locality)."},{"name":"stateprovince","type":"byte_array","description":"See + [dwc:stateProvince](https://dwc.tdwg.org/terms/#stateProvince)."},{"name":"occurrencestatus","type":"byte_array","description":"See + [dwc:occurrenceStatus](https://dwc.tdwg.org/terms/#occurrenceStatus). Either + the value `PRESENT` or `ABSENT`. **Many users will wish to filter for `PRESENT` + data.**"},{"name":"individualcount","type":"int32","description":"See [dwc:individualCount](https://dwc.tdwg.org/terms/#individualCount)."},{"name":"publishingorgkey","type":"byte_array","description":"GBIF''s + UUID for the [organization](https://www.gbif.org/developer/registry#organizations) + publishing this occurrence."},{"name":"decimallatitude","type":"double","description":"See + [dwc:decimalLatitude](https://dwc.tdwg.org/terms/#decimalLatitude). GBIF''s + interpretation has normalized this to a WGS84 coordinate."},{"name":"decimallongitude","type":"double","description":"See + [dwc:decimalLongitude](https://dwc.tdwg.org/terms/#decimalLongitude). GBIF''s + interpretation has normalized this to a WGS84 coordinate."},{"name":"coordinateuncertaintyinmeters","type":"double","description":"See + [dwc:coordinateUncertaintyInMeters](https://dwc.tdwg.org/terms/#coordinateUncertaintyInMeters)."},{"name":"coordinateprecision","type":"double","description":"See + [dwc:coordinatePrecision](https://dwc.tdwg.org/terms/#coordinatePrecision)."},{"name":"elevation","type":"double","description":"See + [dwc:elevation](https://dwc.tdwg.org/terms/#elevation). If provided by the + data publisher, GBIF''s interpretation has normalized this value to metres."},{"name":"elevationaccuracy","type":"double","description":"See + [dwc:elevationAccuracy](https://dwc.tdwg.org/terms/#elevationAccuracy). If + provided by the data publisher, GBIF''s interpretation has normalized this + value to metres."},{"name":"depth","type":"double","description":"See [dwc:depth](https://dwc.tdwg.org/terms/#depth). If + provided by the data publisher, GBIF''s interpretation has normalized this + value to metres."},{"name":"depthaccuracy","type":"double","description":"See + [dwc:depthAccuracy](https://dwc.tdwg.org/terms/#depthAccuracy). If provided + by the data publisher, GBIF''s interpretation has normalized this value to + metres."},{"name":"eventdate","type":"byte_array","description":"See [dwc:eventDate](https://dwc.tdwg.org/terms/#eventDate). GBIF''s + interpretation has normalized this value to an ISO 8601 date with a local + time."},{"name":"day","type":"int32","description":"See [dwc:day](https://dwc.tdwg.org/terms/#day)."},{"name":"month","type":"int32","description":"See + [dwc:month](https://dwc.tdwg.org/terms/#month)."},{"name":"year","type":"int32","description":"See + [dwc:year](https://dwc.tdwg.org/terms/#year)."},{"name":"taxonkey","type":"int32","description":"The + numeric identifier for the [taxon](https://www.gbif.org/developer/species#nameUsages) + in GBIF''s backbone taxonomy corresponding to `scientificname`."},{"name":"specieskey","type":"int32","description":"The + numeric identifier for the taxon in GBIF''s backbone taxonomy corresponding + to `species`."},{"name":"basisofrecord","type":"byte_array","description":"See + [dwc:basisOfRecord](https://dwc.tdwg.org/terms/#basisOfRecord). One of `PRESERVED_SPECIMEN`, + `FOSSIL_SPECIMEN`, `LIVING_SPECIMEN`, `OBSERVATION`, `HUMAN_OBSERVATION`, + `MACHINE_OBSERVATION`, `MATERIAL_SAMPLE`, `LITERATURE`, `UNKNOWN`."},{"name":"institutioncode","type":"byte_array","description":"See + [dwc:institutionCode](https://dwc.tdwg.org/terms/#institutionCode)."},{"name":"collectioncode","type":"byte_array","description":"See + [dwc:collectionCode](https://dwc.tdwg.org/terms/#collectionCode)."},{"name":"catalognumber","type":"byte_array","description":"See + [dwc:catalogNumber](https://dwc.tdwg.org/terms/#catalogNumber)."},{"name":"recordnumber","type":"byte_array","description":"See + [dwc:recordNumber](https://dwc.tdwg.org/terms/#recordNumber)."},{"name":"identifiedby","type":"byte_array","description":"See + [dwc:identifiedBy](https://dwc.tdwg.org/terms/#identifiedBy)."},{"name":"dateidentified","type":"byte_array","description":"See + [dwc:dateIdentified](https://dwc.tdwg.org/terms/#dateIdentified). An ISO 8601 + date."},{"name":"license","type":"byte_array","description":"See [dwc:license](https://dwc.tdwg.org/terms/#license). + Either [`CC0_1_0`](https://creativecommons.org/publicdomain/zero/1.0/) or + [`CC_BY_4_0`](https://creativecommons.org/licenses/by/4.0/). `CC_BY_NC_4_0` + records are not present in this snapshot."},{"name":"rightsholder","type":"byte_array","description":"See + [dwc:rightsHolder](https://dwc.tdwg.org/terms/#rightsHolder)."},{"name":"recordedby","type":"byte_array","description":"See + [dwc:recordedBy](https://dwc.tdwg.org/terms/#recordedBy)."},{"name":"typestatus","type":"byte_array","description":"See + [dwc:typeStatus](https://dwc.tdwg.org/terms/#typeStatus)."},{"name":"establishmentmeans","type":"byte_array","description":"See + [dwc:establishmentMeans](https://dwc.tdwg.org/terms/#establishmentMeans)."},{"name":"lastinterpreted","type":"byte_array","description":"The + ISO 8601 date when the record was last processed by GBIF. Data are reprocessed + for several reasons, including changes to the backbone taxonomy, so this date + is not necessarily the date the occurrence record last changed."},{"name":"mediatype","type":"byte_array","description":"See + [dwc:mediaType](https://dwc.tdwg.org/terms/#mediaType). May contain `StillImage`, + `MovingImage` or `Sound` (from [enumeration](http://api.gbif.org/v1/enumeration/basic/MediaType), + detailing whether the occurrence has this media available."},{"name":"issue","type":"byte_array","description":"A + list of [issues](https://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/OccurrenceIssue.html) + encountered by GBIF in processing this record. More details are available + on these issues and flags in [this blog post](https://data-blog.gbif.org/post/issues-and-flags/)."}],"msft:container":"gbif","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global + biodiversity observation records, documenting over 1.6 billion species occurrences","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3332' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:07 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181807Z-r15d8f49c9b2wh9phC1YTOga700000000agg000000003m34 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061 + response: + body: + string: '{"id":"modis-17A3HGF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A3HGF","title":"MOD17A3HGF + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A3HGF","title":"MYD17A3HGF + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A3HGF.061","title":"LP + DAAC - MOD17A3HGF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A3HGF.061","title":"LP + DAAC - MYD17A3HGF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A3HGF-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Net Primary Production Yearly Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A3HGF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Net Primary Production Yearly Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A3HGF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A3HGF","MYD17A3HGF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Version 6.1 product provides information about annual Net Primary Production + (NPP) at 500 meter (m) pixel resolution. Annual Moderate Resolution Imaging + Spectroradiometer (MODIS) NPP is derived from the sum of all 8-day Net Photosynthesis + (PSN) products (MOD17A2H) from the given year. The PSN value is the difference + of the Gross Primary Productivity (GPP) and the Maintenance Respiration (MR). + The product will be generated at the end of each year when the entire yearly + 8-day 15A2H is available. Hence, the gap-filled product is the improved 17, + which has cleaned the poor-quality inputs from 8-day Leaf Area Index and Fraction + of Photosynthetically Active Radiation (LAI/FPAR) based on the Quality Control + (QC) label for every pixel. If any LAI/FPAR pixel did not meet the quality + screening criteria, its value is determined through linear interpolation. + However, users cannot get this product in near-real time because it will be + generated only at the end of a given year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg + C/m^2","scale":0.0001,"data_type":"uint16","spatial_resolution":500}]},"Npp_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net + Primary Productivity","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Npp_QC_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + control","raster:bands":[{"unit":"Percent","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A3HGF.061","citation":"Running, + S., & Zhao, M. (2021). MODIS/Terra Net Primary Production Gap-Filled + Yearly L4 Global 500 m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD17A3HGF.061"},{"doi":"10.5067/MODIS/MYD17A3HGF.061","citation":"Running, + S., & Zhao, M. (2021). MODIS/Aqua Net Primary Production Gap-Filled + Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD17A3HGF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Net Primary Production Yearly Gap-Filled","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1992' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:08 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181807Z-174fc647fd5xrjvvhC1YTOvn1c0000000b900000000029ct + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061 + response: + body: + string: '{"id":"modis-09A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/925/MOD09_User_Guide_V61.pdf","title":"MOD09 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD09A1","title":"MOD09A1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD09A1","title":"MYD09A1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD09A1.061","title":"LP + DAAC - MOD09A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD09A1.061","title":"LP + DAAC - MYD09A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-09A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Surface Reflectance 8-Day (500m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Surface Reflectance 8-Day (500m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-09A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MOD09A1","MYD09A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) 09A1 Version 6.1 product + provides an estimate of the surface spectral reflectance of MODIS Bands 1 + through 7 corrected for atmospheric conditions such as gasses, aerosols, and + Rayleigh scattering. Along with the seven 500 meter (m) reflectance bands + are two quality layers and four observation bands. For each pixel, a value + is selected from all the acquisitions within the 8-day composite period. The + criteria for the pixel choice include cloud and solar zenith. When several + acquisitions meet the criteria the pixel with the minimum channel 3 (blue) + value is used.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"sur_refl_b01":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 1 (620-670 nm)","eo:bands":[{"name":"sur_refl_b01","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b02":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 2 (841-876 nm)","eo:bands":[{"name":"sur_refl_b02","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b03":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 3 (459-479 nm)","eo:bands":[{"name":"sur_refl_b03","common_name":"blue","center_wavelength":0.469,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b04":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 4 (545-565 nm)","eo:bands":[{"name":"sur_refl_b04","common_name":"green","center_wavelength":0.555,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b05":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 5 (1230-1250 nm)","eo:bands":[{"name":"sur_refl_b05","common_name":"lwir12","center_wavelength":1.24,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b06":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 6 (1628-1652 nm)","eo:bands":[{"name":"sur_refl_b06","common_name":"swir16","center_wavelength":1.64,"full_width_half_max":0.24}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b07":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 7 (2105-2155 nm)","eo:bands":[{"name":"sur_refl_b07","common_name":"swir22","center_wavelength":2.13,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_raz":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS + relative azimuth angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_szen":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS + solar zenith angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_vzen":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS + view zenith angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_qc_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + reflectance 500m band quality control flags","raster:bands":[{"data_type":"uint32","spatial_resolution":500}]},"sur_refl_state_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + reflectance 500m state flags","raster:bands":[{"data_type":"uint16","spatial_resolution":500}]},"sur_refl_day_of_year":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + of the year for the pixel","raster:bands":[{"unit":"Julian Day","data_type":"uint16","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD09A1.061","citation":"Vermote, + E. (2021). MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD09A1.061"},{"doi":"10.5067/MODIS/MYD09A1.061","citation":"Vermote, + E. (2021). MODIS/Aqua Surface Reflectance 8-Day L3 Global 500m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD09A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Surface Reflectance 8-Day (500m)","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2182' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:08 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181808Z-174fc647fd5dslwghC1YTOw2s80000000aqg000000003dpz + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem + response: + body: + string: '{"id":"alos-dem","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","title":"JAXA + Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-dem","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ALOS + World 3D-30m","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-dem.png","type":"image/png","roles":["thumbnail"],"title":"ALOS + DEM"},"geoparquet-items":{"href":"abfs://items/alos-dem.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-12-07T00:00:00Z","2016-12-07T00:00:00Z"]]}},"license":"proprietary","keywords":["ALOS","PRISM","JAXA","DEM","DSM","Elevation"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/aw3d30/index.htm","name":"Japan + Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://doi.org/10.5069/G94M92HB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["alos"],"instruments":["prism"]},"description":"The + \"ALOS World 3D-30m\" (AW3D30) dataset is a 30 meter resolution global digital + surface model (DSM), developed by the Japan Aerospace Exploration Agency (JAXA). + AWD30 was constructed from the Panchromatic Remote-sensing Instrument for + Stereo Mapping (PRISM) on board Advanced Land Observing Satellite (ALOS), + operated from 2006 to 2011.\n\nSee the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/aw3d30/aw3d30v3.2_product_e_e1.2.pdf) + for more details.\n","item_assets":{"data":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:container":"alos-dem","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"ALOS + World 3D is a global digital surface model (DSM) with a horizontal resolution + of approximately 30 meters, constructed from the Panchromatic Remote-sensing + Instrument for Stereo Mapping (PRISM) on board Advanced Land Observing Satellite + (ALOS).","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1275' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:09 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181808Z-r15d8f49c9b77lfxhC1YTO3zms0000000a500000000016xh + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic + response: + body: + string: '{"id":"alos-palsar-mosaic","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic"},{"rel":"handbook","href":"https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_Mosaic_V200.pdf","type":"application/pdf","title":"Global + 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS)","description":"Also includes + data usage information"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","type":"text/html","title":"JAXA + Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ALOS + PALSAR Annual Mosaic","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-palsar-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"ALOS + PALSAR MOSAIC"},"geoparquet-items":{"href":"abfs://items/alos-palsar-mosaic.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,85.0,180.0,-56.0]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"proprietary","version":"2.0.0","keywords":["ALOS","JAXA","Remote + Sensing","Global"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm","name":"Japan + Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://developmentseed.org","name":"Development + Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com/","name":"Microsoft + Planetary Computer","roles":["host","processor"]}],"summaries":{"platform":["ALOS","ALOS-2"],"instruments":["PALSAR","PALSAR-2"],"sat:orbit_state":["ascending","descending"],"sar:polarizations":[["HH","HV"],["HH","HV","VH","VV"]],"sar:instrument_mode":["F","U"],"sar:observation_direction":["left","right"],"palsar:number_of_polarizations":["D","Q"]},"description":"Global + 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS)","item_assets":{"HH":{"role":"data","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"HH","description":"HH + polarization backscattering coefficient, 16-bit DN."},"HV":{"role":"data","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"HV","description":"HV + polarization backscattering coefficient, 16-bit DN."},"VH":{"role":"data","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"VH","description":"VH + polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode + only)."},"VV":{"role":"data","type":"image/tiff; application=geotiff; profile=cloud-optimized","title":"VV","description":"VV + polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode + only)."},"date":{"role":"date","type":"image/tiff; application=geotiff; profile=cloud-optimized","title":"date","description":"Observation + date (days since Jan 1, 1970)."},"mask":{"role":"data-mask","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mask","description":"Quality + Mask","raster:bands":[{"nodata":0,"data_type":"uint8"}],"classification:classes":[{"name":"no_data","value":0,"description":"No + data"},{"name":"water","value":50,"description":"Water"},{"name":"lay_over","value":100,"description":"Lay + over"},{"name":"shadowing","value":150,"description":"Shadowing"},{"name":"land","value":255,"description":"Land"}]},"linci":{"role":"local-incidence-angle","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"linci","description":"Local + incidence angle (degrees)."},"metadata":{"type":"application/xml","title":"metadata","description":"Product + metadata file"}},"stac_version":"1.0.0","msft:container":"palsar","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/version/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"https://pceo.blob.core.windows.net/","msft:short_description":"Global + 25m resolution SAR image mosaic.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1648' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:09 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181809Z-174fc647fd5lwz6khC1YTO9c5800000007hg000000000g0z + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability + response: + body: + string: '{"id":"deltares-water-availability","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability"},{"rel":"documentation","href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf","type":"application/pdf","title":"User + Guide"},{"rel":"license","href":"https://cdla.dev/permissive-1-0/","type":"text/html","title":"Community + Data License Agreement - Permissive, Version 1.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/deltares-water-availability","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Deltares + Global Water Availability","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-reservoir.jpg","type":"image/png","roles":["thumbnail"],"title":"Thumbnail"}},"extent":{"spatial":{"bbox":[[-180.0,90.0,180.0,-90.0]]},"temporal":{"interval":[["1970-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"CDLA-Permissive-1.0","keywords":["Deltares","Water + availability","Reservoir","Water","Precipitation"],"providers":[{"url":"https://www.deltares.nl/en/","name":"Deltares","roles":["producer"]},{"url":"https://planetarycomputer.microsoft.com/","name":"Microsoft","roles":["host"]}],"summaries":{"deltares:reservoir":["ERA5","CHIRPS","EOBS","NLDAS","BOM"]},"description":"[Deltares](https://www.deltares.nl/en/) + has produced a hydrological model approach to simulate historical daily reservoir + variations for 3,236 locations across the globe for the period 1970-2020 using + the distributed [wflow_sbm](https://deltares.github.io/Wflow.jl/stable/model_docs/model_configurations/) + model. The model outputs long-term daily information on reservoir volume, + inflow and outflow dynamics, as well as information on upstream hydrological + forcing.\n\nThey hydrological model was forced with 5 different precipitation + products. Two products (ERA5 and CHIRPS) are available at the global scale, + while for Europe, USA and Australia a regional product was use (i.e. EOBS, + NLDAS and BOM, respectively). Using these different precipitation products, + it becomes possible to assess the impact of uncertainty in the model forcing. + A different number of basins upstream of reservoirs are simulated, given the + spatial coverage of each precipitation product.\n\nSee the complete [methodology + documentation](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf) + for more information.\n\n## Dataset coverages\n\n| Name | Scale | + Period | Number of basins |\n|--------|--------------------------|-----------|------------------|\n| + ERA5 | Global | 1967-2020 | 3236 |\n| CHIRPS + | Global (+/- 50 latitude) | 1981-2020 | 2951 |\n| EOBS | Europe/North + Africa | 1979-2020 | 682 |\n| NLDAS | USA | + 1979-2020 | 1090 |\n| BOM | Australia | 1979-2020 + | 116 |\n\n## STAC Metadata\n\nThis STAC collection includes + one STAC item per dataset. The item includes a `deltares:reservoir` property + that can be used to query for the URL of a specific dataset.\n\n## Contact\n\nFor + questions about this dataset, contact [`aiforearthdatasets@microsoft.com`](mailto:aiforearthdatasets@microsoft.com?subject=deltares-floods%20question).","item_assets":{"data":{"type":"application/x-netcdf","roles":["data"],"title":"Flood + Map","description":"Inundation maps of flood depth using a model that takes + into account water level attenuation and is forced by sea level."},"index":{"type":"application/json","roles":["index"],"title":"Index + file","description":"Kerchunk index file."}},"stac_version":"1.0.0","cube:variables":{"P":{"type":"data","unit":"mm + per day","attrs":{"units":"mm per day","description":"Average precipitation + upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + precipitation upstream of reservoir"},"ETa":{"type":"data","unit":"mm per + day","attrs":{"units":"mm per day","description":"Average simulated actual + evapotransporation upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + simulated actual evapotransporation upstream of reservoir"},"PET":{"type":"data","unit":"mm + per day","attrs":{"units":"mm per day","description":"Average potential evapotranspiration + upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + potential evapotranspiration upstream of reservoir"},"Melt":{"type":"data","unit":"mm + per day","attrs":{"units":"mm per day","description":"Average simulated snow + melt upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + simulated snow melt upstream of reservoir"},"Snow":{"type":"data","unit":"mm","attrs":{"units":"mm","description":"Average + simulated snow depth upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + simulated snow depth upstream of reservoir"},"Temp":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","description":"Average surface temperature + upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average + surface temperature upstream of reservoir"},"P_res":{"type":"data","unit":"mm + per day","attrs":{"units":"mm per day","description":"Precipitation reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Precipitation + reservoir"},"S_res":{"type":"data","unit":"m3","attrs":{"units":"m3","description":"Simulated + reservoir volume"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated + reservoir volume"},"Ea_res":{"type":"data","unit":"mm per day","attrs":{"units":"mm + per day","description":"Simulated actual evaporation reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated + actual evaporation reservoir"},"Qin_res":{"type":"data","unit":"m3 per s","attrs":{"units":"m3 + per s","description":"Simulated reservoir inflow (surface+subsurface)"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated + reservoir inflow (surface+subsurface)"},"FracFull":{"type":"data","unit":"m3","attrs":{"units":"m3","description":"Simulated + reservoir volume"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated + reservoir volume"},"Qout_res":{"type":"data","unit":"m3 per s","attrs":{"units":"m3 + per s","description":"Simulated reservoir outflow"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated + reservoir outflow"},"latitude":{"type":"data","unit":"degrees","attrs":{"units":"degrees","description":"Latitude + of reservoir"},"dimensions":["GrandID"],"description":"Latitude of reservoir"},"longitude":{"type":"data","unit":"degrees","attrs":{"units":"degrees","description":"Longitude + of reservoir"},"dimensions":["GrandID"],"description":"Longitude of reservoir"}},"msft:container":"reservoirs","cube:dimensions":{"time":{"step":"P1DT0H0M0S","type":"temporal","extent":[null,"2020-12-31T00:00:00Z"]},"GrandID":{"type":"identifier","extent":[null,null],"description":"GrandID + number of the reservoir of interest"},"ksathorfrac":{"type":"level","values":[5,20,50,100,250],"description":"Five + different value lateral anisotropy values used"}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"deltaresreservoirssa","msft:short_description":"Historical + daily reservoir variations.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2268' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:10 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181809Z-174fc647fd5d7ckdhC1YTO8p3c000000041g0000000022tw + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061 + response: + body: + string: '{"id":"modis-16A3GF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/931/MOD16_User_Guide_V61.pdf","title":"MOD16 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD16A3GF","title":"MOD16A3GF + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD16A3GF","title":"MYD16A3GF + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD16A3GF.061","title":"LP + DAAC - MOD16A3GF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD16A3GF.061","title":"LP + DAAC - MYD16A3GF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-16A3GF-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Net Evapotranspiration Yearly Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-16A3GF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Net Evapotranspiration Yearly Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-16A3GF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2001-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD16A3GF","MYD16A3GF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) MOD16A3GF Version 6.1 + Evapotranspiration/Latent Heat Flux (ET/LE) product is a year-end gap-filled + yearly composite dataset produced at 500 meter (m) pixel resolution. The algorithm + used for the MOD16 data product collection is based on the logic of the Penman-Monteith + equation, which includes inputs of daily meteorological reanalysis data along + with MODIS remotely sensed data products such as vegetation property dynamics, + albedo, and land cover. The product will be generated at the end of each year + when the entire yearly 8-day MOD15A2H/MYD15A2H is available. Hence, the gap-filled + product is the improved 16, which has cleaned the poor-quality inputs from + yearly Leaf Area Index and Fraction of Photosynthetically Active Radiation + (LAI/FPAR) based on the Quality Control (QC) label for every pixel. If any + LAI/FPAR pixel did not meet the quality screening criteria, its value is determined + through linear interpolation. However, users cannot get this product in near-real + time because it will be generated only at the end of a given year. Provided + in the product are layers for composited ET, LE, Potential ET (PET), and Potential + LE (PLE) along with a quality control layer. Two low resolution browse images, + ET and LE, are also available for each granule. The pixel values for the two + Evapotranspiration layers (ET and PET) are the sum for all days within the + defined year, and the pixel values for the two Latent Heat layers (LE and + PLE) are the average of all days within the defined year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"ET_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Total of Evapotranspiration","raster:bands":[{"unit":"kg/m^2/year","scale":0.1,"data_type":"uint16","spatial_resolution":500}]},"LE_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + of Latent Heat Flux","raster:bands":[{"unit":"J/m^2/day","scale":10000,"data_type":"int16","spatial_resolution":500}]},"PET_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Total + Potential Evapotranspiration","raster:bands":[{"unit":"kg/m^2/year","scale":0.1,"data_type":"uint16","spatial_resolution":500}]},"PLE_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + of Potential Latent Heat Flux","raster:bands":[{"unit":"J/m^2/day","scale":10000,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"ET_QC_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Evapotranspiration + Quality Assessment","raster:bands":[{"unit":"Percent","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD16A3GF.061","citation":"Running, + S., Mu, Q., Zhao, M., & Moreno, A. (2021). MODIS/Terra Net Evapotranspiration + Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS + Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD16A3GF.061"},{"doi":"10.5067/MODIS/MYD16A3GF.061","citation":"Running, + S., Mu, Q., Zhao, M., & Moreno, A. (2021). MODIS/Aqua Net Evapotranspiration + Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS + Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD16A3GF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Net Evapotranspiration Yearly Gap-Filled","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2288' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:10 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181810Z-174fc647fd5bhcgbhC1YTOafws00000003g0000000002575 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061 + response: + body: + string: '{"id":"modis-21A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/620/MOD21_User_Guide_V61.pdf","title":"MOD21 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD21A2","title":"MOD21A2 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD21A2","title":"MYD21A2 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD21A2.061","title":"LP + DAAC - MOD21A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD21A2.061","title":"LP + DAAC - MYD21A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-21A2-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Land Surface Temperature/3-Band Emissivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-21A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Land Surface Temperature/3-Band Emissivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-21A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-16T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD21A2","MYD21A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"A + suite of Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface + Temperature and Emissivity (LST&E) products are available in Collection 6.1. + The MOD21 Land Surface Temperatuer (LST) algorithm differs from the algorithm + of the MOD11 LST products, in that the MOD21 algorithm is based on the ASTER + Temperature/Emissivity Separation (TES) technique, whereas the MOD11 uses + the split-window technique. The MOD21 TES algorithm uses a physics-based algorithm + to dynamically retrieve both the LST and spectral emissivity simultaneously + from the MODIS thermal infrared bands 29, 31, and 32. The TES algorithm is + combined with an improved Water Vapor Scaling (WVS) atmospheric correction + scheme to stabilize the retrieval during very warm and humid conditions. This + dataset is an 8-day composite LST product at 1,000 meter spatial resolution + that uses an algorithm based on a simple averaging method. The algorithm calculates + the average from all the cloud free 21A1D and 21A1N daily acquisitions from + the 8-day period. Unlike the 21A1 data sets where the daytime and nighttime + acquisitions are separate products, the 21A2 contains both daytime and nighttime + acquisitions as separate Science Dataset (SDS) layers within a single Hierarchical + Data Format (HDF) file. The LST, Quality Control (QC), view zenith angle, + and viewing time have separate day and night SDS layers, while the values + for the MODIS emissivity bands 29, 31, and 32 are the average of both the + nighttime and daytime acquisitions. Additional details regarding the method + used to create this Level 3 (L3) product are available in the Algorithm Theoretical + Basis Document (ATBD).","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Day Quality Control","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_29":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + Day/Night Band 29 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + Day/Night Band 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average + Day/Night Band 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night + Quality Control","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"LST_Day_1KM":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + Land Surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"LST_Night_1KM":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night + Land Surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"View_Time_Day":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + Time of Observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"View_Angle_Day":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + view zenith angle","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"View_Time_Night":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night + Time of Observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"View_Angle_Night":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night + view zenith angle","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD21A2.061","citation":"Hulley, + G., & Hook, S. (2021). MODIS/Terra Land Surface Temperature/3-Band + Emissivity 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land + Processes DAAC. https://doi.org/10.5067/MODIS/MOD21A2.061"},{"doi":"10.5067/MODIS/MYD21A2.061","citation":"Hulley, + G. (2021). MODIS/Aqua Land Surface Temperature/3-Band Emissivity 8-Day + L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. + https://doi.org/10.5067/MODIS/MYD21A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Land Surface Temperature/3-Band Emissivity 8-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2356' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:11 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181810Z-r15d8f49c9b5xkr4hC1YTOs968000000043g00000000207z + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census + response: + body: + string: '{"id":"us-census","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census"},{"rel":"license","href":"https://www.census.gov/about/policies/open-gov/open-data.html","type":"text/html","title":"U.S. + Census Open Data Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/us-census","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"US + Census","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/us-census.png","type":"image/png","title":"US + Census"},"geoparquet-items":{"href":"abfs://items/us-census.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.763068,24.523096,-66.949895,49.384358],[-179.148909,51.214183,-129.974167,71.365162],[172.461667,51.357688,179.77847,53.01075],[-178.334698,18.910361,-154.806773,28.402123],[144.618068,13.234189,144.956712,13.654383],[-67.945404,17.88328,-65.220703,18.515683],[144.886331,14.110472,146.064818,20.553802],[-65.085452,17.673976,-64.564907,18.412655],[-171.089874,-14.548699,-168.1433,-11.046934],[-178.334698,18.910361,-154.806773,28.402123]]},"temporal":{"interval":[["2021-08-01T00:00:00Z","2021-08-01T00:00:00Z"]]}},"license":"proprietary","keywords":["US + Census Bureau","Administrative boundaries","Population","Demographics"],"providers":[{"url":"https://www.census.gov/en.html","name":"United + States Census Bureau","roles":["producer","licensor","processor"]},{"url":"https://makepath.com/","name":"makepath","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"The + [2020 Census](https://www.census.gov/programs-surveys/decennial-census/decade/2020/2020-census-main.html) + counted every person living in the United States and the five U.S. territories. + It marked the 24th census in U.S. history and the first time that households + were invited to respond to the census online.\n\nThe tables included on the + Planetary Computer provide information on population and geographic boundaries + at various levels of cartographic aggregation.\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset + root","table:storage_options":{"account_name":"ai4edataeuwest"}}},"stac_version":"1.0.0","table:tables":[{"name":"American + Indian/Alaska Native Areas/Hawaiian Home Lands (AIANNH)","description":"This + file contains data for legal and statistical [American Indian/Alaska Native + Areas/Hawaiian Home Lands (AIANNH)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1) + entities published by the US Census Bureau.","msft:item_name":"cb_2020_us_aiannh_500k"},{"name":"American + Indian Tribal Subdivisions (AITSN)","description":"This file contains data + on [American Indian Tribal Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1). + These areas are the legally defined subdivisions of American Indian Reservations + (AIR), Oklahoma Tribal Statistical Areas (OTSA), and Off-Reservation Trust + Land (ORTL).","msft:item_name":"cb_2020_us_aitsn_500k"},{"name":"Alaska Native + Regional Corporations (ANRC)","description":"This file contains data on [Alaska + Native Regional Corporations](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1), + which are corporations created according to the Alaska Native Claims Settlement + Act. ","msft:item_name":"cb_2020_02_anrc_500k"},{"name":"Tribal Block Groups + (TBG)","description":"This file includes data on [Tribal Block Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_26), + which are subdivisions of Tribal Census Tracts. These block groups can extend + over multiple AIRs and ORTLs due to areas not meeting Block Group minimum + population thresholds.","msft:item_name":"cb_2020_us_tbg_500k"},{"name":"Tribal + Census Tracts (TTRACT)","description":"This file includes data on [Tribal + Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_27) + which are relatively small statistical subdivisions of AIRs and ORTLs defined + by federally recognized tribal government officials in partnership with the + Census Bureau. Due to population thresholds, the Tracts may consist of multiple + non-contiguous areas.","msft:item_name":"cb_2020_us_ttract_500k"},{"name":"Census + Block Groups (BG)","description":"This file contains data on [Census Block + Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_4). + These groups are the second smallest geographic grouping. They consist of + clusters of blocks within the same census tract that share the same first + digit of their 4-character census block number. Census Block Groups generally + contain between 600 and 3,000 people and generally cover contiguous areas.","msft:item_name":"cb_2020_us_bg_500k"},{"name":"Census + Tracts (TRACT)","description":"This file contains data on [Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_13) + which are small and relatively permanent statistical subdivisions of a county + or equivalent entity. Tract population size is generally between 1,200 and + 8,000 people with an ideal size of 4,000. Boundaries tend to follow visible + and identifiable features and are usually contiguous areas.","msft:item_name":"cb_2020_us_tract_500k"},{"name":"Congressional + Districts: 116th Congress (CD116)","description":"This file contains data + on the [Congressional Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_9) + for the 116th Congress. ","msft:item_name":"cb_2020_us_cd116_500k"},{"name":"Consolidated + Cities (CONCITY)","description":"This file contains data on [Consolidated + Cities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_8). + These are areas where one or several other incorporated places in a county + or Minor Civil Division are included in a consolidated government but still + exist as separate legal entities.","msft:item_name":"cb_2020_us_concity_500k"},{"name":"Counties + (COUNTY)","description":"This file contains data on [Counties and Equivalent + Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_12). + These are the primary legal divisions of states. Most states use the term + \"counties,\" but other terms such as \"Parishes,\" \"Municipios,\" or \"Independent + Cities\" may be used. ","msft:item_name":"cb_2020_us_county_500k"},{"name":"Counties + within Congressional Districts: 116th Congress (COUNTY_within_CD116)","description":"This + file contains data on Counties within Congressional Districts.","msft:item_name":"cb_2020_us_county_within_cd116_500k"},{"name":"County + Subdivisions (COUSUB)","description":"This file contains [County Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_11), + which are the primary divisions of counties and equivalent entities. These + divisions vary from state to state and include Barrios, Purchases, Townships, + and other types of legal and statistical entities. ","msft:item_name":"cb_2020_us_cousub_500k"},{"name":"Divisions + (DIVISION)","description":"This file contains data on [Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) + of the US. This file is similar to the Regions file but contains more divisions + and encompasses several states per division.","msft:item_name":"cb_2020_us_division_500k"},{"name":"Core + Based Statistical Areas (CBSAs)","description":"This file contains data on + [Core Based Statistical Areas (CBSAs)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). + This encompasses all metropolitan and micropolitan statistical areas.","msft:item_name":"cb_2020_us_cbsa_500k"},{"name":"Combined + Statistical Areas (CSA)","description":"This file contains data on [Combined + Statistical Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), + which are areas that consist of two or more adjacent CBSAs that have significant + employment interchanges.","msft:item_name":"cb_2020_us_csa_500k"},{"name":"Metropolitan + Divisions (METDIV)","description":"This file contains data on [Metropolitan + Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). + These areas are groupings of counties or equivalent entities within a metropolitan + statistical area with a core of 2.5 million inhabitants and one or more main + counties that represent employment centers, plus adjacent counties with commuting + ties.","msft:item_name":"cb_2020_us_metdiv_500k"},{"name":"New England City + and Town Areas (NECTA)","description":"This file contains [New England City + and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), + which encompass metropolitan and micropolitan statistical areas and urban + clusters in New England.","msft:item_name":"cb_2020_us_necta_500k"},{"name":"New + England City and Town Area Division (NECTADIV)","description":"This file contains + [New England City and Town Areas Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), + which are smaller groupings of cities and towns in New England that contain + a single core of 2.5 million inhabitants. Each division must have a total + population of 100,000 or more.","msft:item_name":"cb_2020_us_nectadiv_500k"},{"name":"Combined + New England City and Town Areas (CNECTA)","description":"This file contains + data on [Combined New England City and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), + consisting of two or more adjacent NECTAs that have significant employment + interchanges.","msft:item_name":"cb_2020_us_cnecta_500k"},{"name":"Places + (PLACE)","description":"This file contains [Places](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_14) + which are Incorporated Places (legal entities) and Census Designated Places + (CDPs, statistical entities). An incorporated place usually is a city, town, + village, or borough but can have other legal descriptions. CDPs are settled + concentrations of population that are identifiable by name but are not legally + incorporated.","msft:item_name":"cb_2020_us_place_500k"},{"name":"Regions + (REGION)","description":"This file contains [Regions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) + of the US and encompasses several states per division.","msft:item_name":"cb_2020_us_region_500k"},{"name":"School + Districts - Elementary (ELSD)","description":"This file contains [Elementary + School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), + referring to districts with elementary schools.","msft:item_name":"cb_2020_us_elsd_500k"},{"name":"School + Districts - Secondary (SCSD)","description":"This file contains [Secondary + School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), + referring to districts with secondary schools.","msft:item_name":"cb_2020_us_scsd_500k"},{"name":"School + Districts - Unified (UNSD)","description":"This file contains [Unified School + Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), + referring to districts that provide education to children of all school ages. + Unified school districts can have both secondary and elementary schools.","msft:item_name":"cb_2020_us_unsd_500k"},{"name":"State + Legislative Districts - Lower Chamber (SLDL)","description":"This file contains + [Lower Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).","msft:item_name":"cb_2020_us_sldl_500k"},{"name":"State + Legislative Districts - Upper Chamber (SLDU)","description":"This file contains + [Upper Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).","msft:item_name":"cb_2020_us_sldu_500k"},{"name":"States + (STATE)","description":"This file contains the [US States and State Equivalent + Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_25). + Within Census Bureau datasets, the District of Columbia, Puerto Rico, and + the Island Areas (American Samoa, the Commonwealth of the Northern Mariana + Islands, Guam, and the US Virgin Islands) are treated as statistical equivalents + of states alongside the 50 US states.","msft:item_name":"cb_2020_us_state_500k"},{"name":"Subbarrios + (SUBBARRIO)","description":"This file contains [Subbarrios](https://www.census.gov/programs-surveys/geography/about/glossary.html#pr), + which are legally defined subdivisions of Minor Civil Division in Puerto Rico. + They don\"t exist within every Minor Civil Division and don\"t always cover + the entire Minor Civil Division where they do exist.","msft:item_name":"cb_2020_72_subbarrio_500k"},{"name":"United + States Outline","description":"This file contains the [United States Outline](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_30) + shapefile. This contains all 50 US states plus the District of Columbia, Puerto + Rico, and the Island Areas (American Samoa, the Commonwealth of the Northern + Mariana Islands, Guam, and the US Virgin Islands). There is only one feature + within this dataset.","msft:item_name":"cb_2020_us_nation_5m"},{"name":"Voting + Districts (VTD)","description":"This file contains all [US Voting Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_31), + which are geographic features established by state, local and tribal governments + to conduct elections.","msft:item_name":"cb_2020_us_vtd_500k"}],"msft:container":"us-census","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"United + States population counts at various levels of cartographic aggregation","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3943' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:11 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181811Z-174fc647fd5hqf6whC1YTOxn1s00000008k000000000368y + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw + response: + body: + string: '{"id":"jrc-gsw","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw"},{"rel":"cite-as","href":"https://doi.org/10.1038/nature20584"},{"rel":"license","href":"https://www.copernicus.eu/en/about-copernicus/international-cooperation","title":"Copernicus + Open Access Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/jrc-gsw","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"JRC + Global Surface Water","assets":{"guide":{"href":"https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf","type":"application/pdf","roles":["metadata"],"title":"Users + Guide","description":"Data users guide and description of the JRC GSW datasets"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/jrc-gsw.png","title":"European + Commission Joint Research Centre - Global Surface Water","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/jrc-gsw.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,78.0]]},"temporal":{"interval":[["1984-03-01T00:00:00Z","2020-12-31T11:59:59Z"]]}},"license":"proprietary","sci:doi":"10.1038/nature20584","keywords":["Global","Water","Landsat"],"providers":[{"url":"https://global-surface-water.appspot.com/","name":"European + Commission Joint Research Centre","roles":["producer","processor"]},{"url":"https://developers.google.com/earth-engine/datasets/tags/jrc","name":"Google","roles":["producer"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"Global + surface water products from the European Commission Joint Research Centre, + based on Landsat 5, 7, and 8 imagery. Layers in this collection describe + the occurrence, change, and seasonality of surface water from 1984-2020. Complete + documentation for each layer is available in the [Data Users Guide](https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf).\n","item_assets":{"change":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Occurrence + Change Intensity","description":"Change in water occurrence between the two + periods (1984-1999) and (2000-2020)"},"extent":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Maximum Water Extent","description":"Binary + indicator of whether water was ever present (from 1984-2020)","file:values":[{"values":[0],"summary":"Not + water"},{"values":[1],"summary":"Water"}]},"occurrence":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Occurrence","description":"Frequency + with which water was present from March 1984 to December 2020"},"recurrence":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Recurrence","description":"Frequency + with which water returns from year to year"},"seasonality":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Seasonality","description":"Number + of months that water was present from January 2020 to December 2020"},"transitions":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Transitions","description":"Categorical + change in surface water status from 1984 to 2020","file:values":[{"values":[1],"summary":"Permanent"},{"values":[2],"summary":"New + permanent"},{"values":[3],"summary":"Lost permanent"},{"values":[4],"summary":"Seasonal"},{"values":[5],"summary":"New + seasonal"},{"values":[6],"summary":"Lost seasonal"},{"values":[7],"summary":"Seasonal + to permanent"},{"values":[8],"summary":"Permanent to seasonal"},{"values":[9],"summary":"Ephemeral + permanent"},{"values":[10],"summary":"Ephemeral seasonal"}]}},"sci:citation":"Jean-Francois + Pekel, Andrew Cottam, Noel Gorelick, Alan S. Belward, High-resolution mapping + of global surface water and its long-term changes. Nature 540, 418-422 (2016)","stac_version":"1.0.0","msft:container":"jrc-gsw","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global + surface water distribution and dynamics from 1984 to 2020","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1782' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:12 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181812Z-174fc647fd52hzcrhC1YTOw80w0000000340000000003h15 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods + response: + body: + string: "{\"id\":\"deltares-floods\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods\"},{\"rel\":\"documentation\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/11206409-003-ZWS-0003_v0.1-Planetary-Computer-Deltares-global-flood-docs.pdf\",\"type\":\"application/pdf\",\"title\":\"User + Guide\"},{\"rel\":\"license\",\"href\":\"https://cdla.dev/permissive-1-0/\",\"type\":\"text/html\",\"title\":\"Community + Data License Agreement - Permissive, Version 1.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/deltares-floods\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Deltares + Global Flood Maps\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-flood.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,90.0,180.0,-90.0]]},\"temporal\":{\"interval\":[[\"2018-01-01T00:00:00Z\",\"2018-12-31T00:00:00Z\"],[\"2050-01-01T00:00:00Z\",\"2050-12-31T00:00:00Z\"]]}},\"license\":\"CDLA-Permissive-1.0\",\"keywords\":[\"Deltares\",\"Flood\",\"Sea + level rise\",\"Water\",\"Global\"],\"providers\":[{\"url\":\"https://www.deltares.nl/en/\",\"name\":\"Deltares\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"deltares:dem_name\":[\"NASADEM\",\"MERITDEM\",\"LIDAR\"],\"deltares:resolution\":[\"90m\",\"1km\",\"5km\"],\"deltares:return_period\":[0,2,5,10,25,50,100,250],\"deltares:sea_level_year\":[2018,2050]},\"description\":\"[Deltares](https://www.deltares.nl/en/) + has produced inundation maps of flood depth using a model that takes into + account water level attenuation and is forced by sea level. At the coastline, + the model is forced by extreme water levels containing surge and tide from + GTSMip6. The water level at the coastline is extended landwards to all areas + that are hydrodynamically connected to the coast following a \u2018bathtub\u2019 + like approach and calculates the flood depth as the difference between the + water level and the topography. Unlike a simple 'bathtub' model, this model + attenuates the water level over land with a maximum attenuation factor of + 0.5\u2009m\u2009km-1. The attenuation factor simulates the dampening of the + flood levels due to the roughness over land.\\n\\nIn its current version, + the model does not account for varying roughness over land and permanent water + bodies such as rivers and lakes, and it does not account for the compound + effects of waves, rainfall, and river discharge on coastal flooding. It also + does not include the mitigating effect of coastal flood protection. Flood + extents must thus be interpreted as the area that is potentially exposed to + flooding without coastal protection.\\n\\nSee the complete [methodology documentation](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/11206409-003-ZWS-0003_v0.1-Planetary-Computer-Deltares-global-flood-docs.pdf) + for more information.\\n\\n## Digital elevation models (DEMs)\\n\\nThis documentation + will refer to three DEMs:\\n\\n* `NASADEM` is the SRTM-derived [NASADEM](https://planetarycomputer.microsoft.com/dataset/nasadem) + product.\\n* `MERITDEM` is the [Multi-Error-Removed Improved Terrain DEM](http://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_DEM/), + derived from SRTM and AW3D.\\n* `LIDAR` is the [Global LiDAR Lowland DTM (GLL_DTM_v1)](https://data.mendeley.com/datasets/v5x4vpnzds/1).\\n\\n## + Global datasets\\n\\nThis collection includes multiple global flood datasets + derived from three different DEMs (`NASA`, `MERIT`, and `LIDAR`) and at different + resolutions. Not all DEMs have all resolutions:\\n\\n* `NASADEM` and `MERITDEM` + are available at `90m` and `1km` resolutions\\n* `LIDAR` is available at `5km` + resolution\\n\\n## Historic event datasets\\n\\nThis collection also includes + historical storm event data files that follow similar DEM and resolution conventions. + Not all storms events are available for each DEM and resolution combination, + but generally follow the format of:\\n\\n`events/[DEM]_[resolution]-wm_final/[storm_name]_[event_year]_masked.nc`\\n\\nFor + example, a flood map for the MERITDEM-derived 90m flood data for the \\\"Omar\\\" + storm in 2008 is available at:\\n\\n\\n\\n## + Contact\\n\\nFor questions about this dataset, contact [`aiforearthdatasets@microsoft.com`](mailto:aiforearthdatasets@microsoft.com?subject=deltares-floods%20question).\",\"item_assets\":{\"data\":{\"type\":\"application/x-netcdf\",\"roles\":[\"data\"],\"title\":\"Flood + Map\",\"description\":\"Inundation maps of flood depth using a model that + takes into account water level attenuation and is forced by sea level.\"},\"index\":{\"type\":\"application/json\",\"roles\":[\"index\"],\"title\":\"Index + file\",\"description\":\"Kerchunk index file.\"}},\"stac_version\":\"1.0.0\",\"cube:variables\":{\"inun\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"long_name\":\"Coastal + flooding\",\"standard_name\":\"water_surface_height_above_reference_datum\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Coastal + flooding\"},\"projection\":{\"type\":\"data\",\"attrs\":{\"EPSG_code\":\"EPSG:4326\",\"long_name\":\"wgs84\",\"proj4_params\":\"+proj=longlat + +ellps=WGS84 +datum=WGS84 +no_defs\",\"grid_mapping_name\":\"latitude_longitude\"},\"shape\":[],\"dimensions\":[],\"description\":\"wgs84\"}},\"msft:container\":\"floods\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"type\":\"spatial\",\"extent\":[-89.97500000000002,89.975],\"description\":\"latitude\",\"reference_system\":{\"name\":\"undefined\",\"type\":\"GeographicCRS\",\"datum\":{\"id\":{\"code\":6326,\"authority\":\"EPSG\"},\"name\":\"World + Geodetic System 1984\",\"type\":\"GeodeticReferenceFrame\",\"ellipsoid\":{\"name\":\"WGS + 84\",\"semi_major_axis\":6378137,\"inverse_flattening\":298.257223563}},\"$schema\":\"https://proj.org/schemas/v0.4/projjson.schema.json\",\"coordinate_system\":{\"axis\":[{\"name\":\"Longitude\",\"unit\":\"degree\",\"direction\":\"east\",\"abbreviation\":\"lon\"},{\"name\":\"Latitude\",\"unit\":\"degree\",\"direction\":\"north\",\"abbreviation\":\"lat\"}],\"subtype\":\"ellipsoidal\"}}},\"lon\":{\"axis\":\"x\",\"type\":\"spatial\",\"extent\":[-179.975,179.97500000000005],\"description\":\"longitude\",\"reference_system\":{\"name\":\"undefined\",\"type\":\"GeographicCRS\",\"datum\":{\"id\":{\"code\":6326,\"authority\":\"EPSG\"},\"name\":\"World + Geodetic System 1984\",\"type\":\"GeodeticReferenceFrame\",\"ellipsoid\":{\"name\":\"WGS + 84\",\"semi_major_axis\":6378137,\"inverse_flattening\":298.257223563}},\"$schema\":\"https://proj.org/schemas/v0.4/projjson.schema.json\",\"coordinate_system\":{\"axis\":[{\"name\":\"Longitude\",\"unit\":\"degree\",\"direction\":\"east\",\"abbreviation\":\"lon\"},{\"name\":\"Latitude\",\"unit\":\"degree\",\"direction\":\"north\",\"abbreviation\":\"lat\"}],\"subtype\":\"ellipsoidal\"}}},\"time\":{\"type\":\"temporal\",\"extent\":[\"2010-01-01T00:00:00Z\",\"2010-01-01T00:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/datacube/v2.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"deltaresfloodssa\",\"msft:short_description\":\"Global + estimates of coastal inundation under various sea level rise conditions and + return periods.\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2792' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:13 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181812Z-r15d8f49c9bs7g7hhC1YTO2d100000000ad00000000010hv + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061 + response: + body: + string: '{"id":"modis-43A4-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061"},{"rel":"help","href":"https://www.umb.edu/spectralmass/terra_aqua_modis/v006","title":"User + Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD43A4","title":"MCD43A4 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD43A4.061","title":"LP + DAAC - MCD43A4"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-43A4-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Nadir BRDF-Adjusted Reflectance (NBAR) Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-43A4-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Nadir BRDF-Adjusted Reflectance (NBAR) Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-43A4-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-16T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MCD43A4"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) MCD43A4 Version 6.1 + Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Reflectance + (NBAR) dataset is produced daily using 16 days of Terra and Aqua MODIS data + at 500 meter (m) resolution. The view angle effects are removed from the directional + reflectances, resulting in a stable and consistent NBAR product. Data are + temporally weighted to the ninth day which is reflected in the Julian date + in the file name. Users are urged to use the band specific quality flags to + isolate the highest quality full inversion results for their own science applications + as described in the User Guide. The MCD43A4 provides NBAR and simplified mandatory + quality layers for MODIS bands 1 through 7. Essential quality information + provided in the corresponding MCD43A2 data file should be consulted when using + this product.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Nadir_Reflectance_Band1":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 1","eo:bands":[{"name":"Nadir_Reflectance_Band1","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band2":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 2","eo:bands":[{"name":"Nadir_Reflectance_Band2","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band3":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 3","eo:bands":[{"name":"Nadir_Reflectance_Band3","common_name":"blue","center_wavelength":0.469,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band4":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 4","eo:bands":[{"name":"Nadir_Reflectance_Band4","common_name":"green","center_wavelength":0.555,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band5":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 5","eo:bands":[{"name":"Nadir_Reflectance_Band5","common_name":"lwir12","center_wavelength":1.24,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band6":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 6","eo:bands":[{"name":"Nadir_Reflectance_Band6","common_name":"swir16","center_wavelength":1.64,"full_width_half_max":0.24}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band7":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR + at local solar noon for Band 7","eo:bands":[{"name":"Nadir_Reflectance_Band7","common_name":"swir22","center_wavelength":2.13,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"BRDF_Albedo_Band_Mandatory_Quality_Band1":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 1","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band1"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band2":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 2","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band2"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band3":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 3","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band3"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band4":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 4","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band4"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band5":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 5","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band5"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band6":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 6","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band6"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band7":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF + Albedo Mandatory Quality for Band 7","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band7"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, + good quality (full BRDF inversions)"},{"value":1,"description":"Processed, + see other QA (magnitude BRDF inversions)"}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD43A4.061","citation":"Schaaf, + C., & Wang, Z. (2021). MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF Adjusted + Ref Daily L3 Global - 500m V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MCD43A4.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Nadir BRDF-Adjusted Reflectance (NBAR) Daily","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2269' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:13 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181813Z-r15d8f49c9b9xsbxhC1YTOr1a000000001x00000000026ab + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061 + response: + body: + string: '{"id":"modis-09Q1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/925/MOD09_User_Guide_V61.pdf","title":"MOD09 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD09Q1","title":"MOD09Q1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD09Q1","title":"MYD09Q1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD09Q1.061","title":"LP + DAAC - MOD09Q1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD09Q1.061","title":"LP + DAAC - MYD09Q1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-09Q1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Surface Reflectance 8-Day (250m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09Q1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Surface Reflectance 8-Day (250m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-09Q1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MOD09Q1","MYD09Q1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + 09Q1 Version 6.1 product provides an estimate of the surface spectral reflectance + of Moderate Resolution Imaging Spectroradiometer (MODIS) Bands 1 and 2, corrected + for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. + Provided along with the 250 meter (m) surface reflectance bands are two quality + layers. For each pixel, a value is selected from all the acquisitions within + the 8-day composite period. The criteria for the pixel choice include cloud + and solar zenith. When several acquisitions meet the criteria the pixel with + the minimum channel 3 (blue) value is used.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"sur_refl_b01":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 1 (620-670 nm)","eo:bands":[{"name":"sur_refl_b01","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"sur_refl_b02":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface + Reflectance Band 2 (841-876 nm)","eo:bands":[{"name":"sur_refl_b02","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"sur_refl_qc_250m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance 250m Band Quality Control flags","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]},"sur_refl_state_250m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance 250m State flags","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD09Q1.061","citation":"Vermote, + E. (2021). MODIS/Terra Surface Reflectance 8-Day L3 Global 250m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD09Q1.061"},{"doi":"10.5067/MODIS/MYD09Q1.061","citation":"Vermote, + E. (2021). MODIS/Aqua Surface Reflectance 8-Day L3 Global 250m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD09Q1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Surface Reflectance 8-Day (250m)","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1900' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:14 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181813Z-174fc647fd5p6pdxhC1YTOtnm80000000430000000002825 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061 + response: + body: + string: '{"id":"modis-14A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1005/MOD14_User_Guide_V61.pdf","title":"MOD14 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD14A1","title":"MOD14A1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD14A1","title":"MYD14A1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD14A1.061","title":"LP + DAAC - MOD14A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD14A1.061","title":"LP + DAAC - MYD14A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-14A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Thermal Anomalies/Fire Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Thermal Anomalies/Fire Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-14A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Fire","MOD14A1","MYD14A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and + Fire Daily Version 6.1 data are generated every eight days at 1 kilometer + (km) spatial resolution as a Level 3 product. MOD14A1 contains eight consecutive + days of fire data conveniently packaged into a single file. The Science Dataset + (SDS) layers include the fire mask, pixel quality indicators, maximum fire + radiative power (MaxFRP), and the position of the fire pixel within the scan. + Each layer consists of daily per pixel information for each of the eight days + of data acquisition.","item_assets":{"QA":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Pixel quality indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"MaxFRP":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Maximum Fire Radiative + Power","raster:bands":[{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000}]},"sample":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Position + of fire pixel within scan","raster:bands":[{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000}]},"FireMask":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Confidence + of fire","raster:bands":[{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000}],"classification:classes":[{"value":0,"description":"Not + processed (missing input data)"},{"value":1,"description":"Not processed (obsolete; + not used since Collection 1)"},{"value":2,"description":"Not processed (other + reason)"},{"value":3,"description":"Non-fire water pixel"},{"value":4,"description":"Cloud + (land or water)"},{"value":5,"description":"Non-fire land pixel"},{"value":6,"description":"Unknown + (land or water)"},{"value":7,"description":"Fire (low confidence, land or + water)"},{"value":8,"description":"Fire (nominal confidence, land or water)"},{"value":9,"description":"Fire + (high confidence, land or water)"}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD14A1.061","citation":"Giglio, + L., & Justice, C. (2021). MODIS/Terra Thermal Anomalies/Fire Daily + L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. + https://doi.org/10.5067/MODIS/MOD14A1.061"},{"doi":"10.5067/MODIS/MYD14A1.061","citation":"Giglio, + L., & Justice, C. (2021). MODIS/Aqua Thermal Anomalies/Fire Daily L3 + Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. + https://doi.org/10.5067/MODIS/MYD14A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Thermal Anomalies/Fire Daily","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1999' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:15 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181814Z-r15d8f49c9b8x526hC1YTOx9c00000000au00000000038sg + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea + response: + body: + string: '{"id":"hrea","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","title":"CC + BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hrea","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"HREA: + High Resolution Electricity Access","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hrea.png","type":"image/png","roles":["thumbnail"],"title":"HREA"},"geoparquet-items":{"href":"abfs://items/hrea.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-117.413972,-55.54235,-53.092722,32.718434],[-25.361528,-34.838027,50.759908,37.552639],[34.957638,-11.655904,157.037723,38.612083],[155.392502,-20.251178,172.171458,14.721388]]},"temporal":{"interval":[["2012-12-31T00:00:00Z","2019-12-31T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["HREA","Electricity","VIIRS"],"providers":[{"url":"http://www-personal.umich.edu/~brianmin/HREA/index.html/","name":"University + of Michigan","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30,460]},"description":"The + [HREA](http://www-personal.umich.edu/~brianmin/HREA/index.html) project aims + to provide open access to new indicators of electricity access and reliability + across the world. Leveraging satellite imagery with computational methods, + these high-resolution data provide new tools to track progress toward reliable + and sustainable energy access across the world.\n\nThis dataset includes settlement-level + measures of electricity access, reliability, and usage for 89 nations, derived + from nightly VIIRS satellite imagery. Specifically, this dataset provides + the following annual values at country-level granularity:\n\n1. **Access**: + Predicted likelihood that a settlement is electrified, based on night-by-night + comparisons of each settlement against matched uninhabited areas over a calendar + year.\n\n2. **Reliability**: Proportion of nights a settlement is statistically + brighter than matched uninhabited areas. Areas with more frequent power outages + or service interruptions have lower rates.\n\n3. **Usage**: Higher levels + of brightness indicate more robust usage of outdoor lighting, which is highly + correlated with overall energy consumption.\n\n4. **Nighttime Lights**: Annual + composites of VIIRS nighttime light output.\n\nFor more information and methodology, + please visit the [HREA website](http://www-personal.umich.edu/~brianmin/HREA/index.html).\n","item_assets":{"lightscore":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Probability + of electrification"},"light-composite":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Nighttime light annual + composite"},"night-proportion":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Proportion + of nights a settlement is brighter than uninhabited areas"},"estimated-brightness":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Estimated + brightness levels"}},"stac_version":"1.0.0","msft:container":"hrea","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"hreadatasa","msft:short_description":"Settlement-level + measures of electricity access, reliability, and usage derived from VIIRS + satellite imagery","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1755' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:15 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181815Z-r15d8f49c9bfx6dchC1YTO08840000000agg0000000044gq + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061 + response: + body: + string: '{"id":"modis-13Q1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf","title":"MOD13 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD13Q1","title":"MOD13Q1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD13Q1","title":"MYD13Q1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD13Q1.061","title":"LP + DAAC - MOD13Q1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD13Q1.061","title":"LP + DAAC - MYD13Q1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-13Q1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Vegetation Indices 16-Day (250m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13Q1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Vegetation Indices 16-Day (250m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-13Q1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD13Q1","MYD13Q1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices Version + 6.1 data are generated every 16 days at 250 meter (m) spatial resolution as + a Level 3 product. The MOD13Q1 product provides two primary vegetation layers. + The first is the Normalized Difference Vegetation Index (NDVI) which is referred + to as the continuity index to the existing National Oceanic and Atmospheric + Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived + NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), + which has improved sensitivity over high biomass regions. The algorithm chooses + the best available pixel value from all the acquisitions from the 16 day period. + The criteria used is low clouds, low view angle, and the highest NDVI/EVI + value. Along with the vegetation layers and the two quality layers, the HDF + file will have MODIS reflectance bands 1 (red), 2 (near-infrared), 3 (blue), + and 7 (mid-infrared), as well as four observation layers.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"250m_16_days_EVI":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"16 + day EVI","raster:bands":[{"unit":"EVI","scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_NDVI":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"16 + day NDVI","raster:bands":[{"unit":"NDVI","scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_VI_Quality":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VI + quality indicators","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]},"250m_16_days_MIR_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 7","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_NIR_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 2","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_red_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 1","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_blue_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 3","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_sun_zenith_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Sun + zenith angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_pixel_reliability":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + reliability of VI pixel","raster:bands":[{"unit":"Rank","data_type":"int8","spatial_resolution":250}],"classification:classes":[{"value":0,"description":"Good + data, use with confidence"},{"value":1,"description":"Marginal data, useful, + but look at other QA information"},{"value":2,"description":"Snow/Ice Target + covered with snow/ice"},{"value":3,"description":"Cloudy data"}]},"250m_16_days_view_zenith_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View + zenith angle of VI Pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_relative_azimuth_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Relative + azimuth angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_composite_day_of_the_year":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + of year VI pixel","raster:bands":[{"unit":"Julian Day","data_type":"int16","spatial_resolution":250}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD13Q1.061","citation":"Didan, + K. (2021). MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD13Q1.061"},{"doi":"10.5067/MODIS/MYD13Q1.061","citation":"Didan, + K. (2021). MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD13Q1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Vegetation Indices 16-Day (250m)","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2279' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:16 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181815Z-174fc647fd5gt6tlhC1YTO49cs00000006a0000000001n8g + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061 + response: + body: + string: '{"id":"modis-14A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1005/MOD14_User_Guide_V61.pdf","title":"MOD14 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD14A2","title":"MOD14A2 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD14A2","title":"MYD14A2 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD14A2.061","title":"LP + DAAC - MOD14A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD14A2.061","title":"LP + DAAC - MYD14A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-14A2-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Thermal Anomalies/Fire 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Thermal Anomalies/Fire 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-14A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Fire","MOD14A2","MYD14A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and + Fire 8-Day Version 6.1 data are generated at 1 kilometer (km) spatial resolution + as a Level 3 product. The MOD14A2 gridded composite contains the maximum value + of the individual fire pixel classes detected during the eight days of acquisition. + The Science Dataset (SDS) layers include the fire mask and pixel quality indicators.","item_assets":{"QA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pixel + quality indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"FireMask":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Confidence of fire","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}],"classification:classes":[{"value":0,"description":"Not + processed (missing input data)"},{"value":1,"description":"Not processed (obsolete; + not used since Collection 1)"},{"value":2,"description":"Not processed (other + reason)"},{"value":3,"description":"Non-fire water pixel"},{"value":4,"description":"Cloud + (land or water)"},{"value":5,"description":"Non-fire land pixel"},{"value":6,"description":"Unknown + (land or water)"},{"value":7,"description":"Fire (low confidence, land or + water)"},{"value":8,"description":"Fire (nominal confidence, land or water)"},{"value":9,"description":"Fire + (high confidence, land or water)"}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD14A2.061","citation":"Giglio, + L., & Justice, C. (2021). MODIS/Terra Thermal Anomalies/Fire 8-Day + L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. + https://doi.org/10.5067/MODIS/MOD14A2.061"},{"doi":"10.5067/MODIS/MYD14A2.061","citation":"Giglio, + L., & Justice, C. (2021). MODIS/Aqua Thermal Anomalies/Fire 8-Day L3 + Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. + https://doi.org/10.5067/MODIS/MYD14A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Thermal Anomalies/Fire 8-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1818' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:16 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181816Z-174fc647fd5b6snrhC1YTO3npn0000000bb000000000152q + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a + response: + body: + string: '{"id":"sentinel-2-l2a","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a"},{"rel":"license","href":"https://scihub.copernicus.eu/twiki/pub/SciHubWebPortal/TermsConditions/Sentinel_Data_Terms_and_Conditions.pdf","title":"Copernicus + Sentinel data terms"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-2-l2a","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-2 + Level-2A","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-2.png","type":"image/png","roles":["thumbnail"],"title":"Sentinel + 2 L2A"},"geoparquet-items":{"href":"abfs://items/sentinel-2-l2a.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2015-06-27T10:25:31Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Global","Imagery","Reflectance"],"providers":[{"url":"https://sentinel.esa.int/web/sentinel/missions/sentinel-2","name":"ESA","roles":["producer","licensor"]},{"url":"https://www.esri.com/","name":"Esri","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[10,20,60],"eo:bands":[{"name":"AOT","description":"aerosol + optical thickness"},{"gsd":60,"name":"B01","common_name":"coastal","description":"coastal + aerosol","center_wavelength":0.443,"full_width_half_max":0.027},{"gsd":10,"name":"B02","common_name":"blue","description":"visible + blue","center_wavelength":0.49,"full_width_half_max":0.098},{"gsd":10,"name":"B03","common_name":"green","description":"visible + green","center_wavelength":0.56,"full_width_half_max":0.045},{"gsd":10,"name":"B04","common_name":"red","description":"visible + red","center_wavelength":0.665,"full_width_half_max":0.038},{"gsd":20,"name":"B05","common_name":"rededge","description":"vegetation + classification red edge","center_wavelength":0.704,"full_width_half_max":0.019},{"gsd":20,"name":"B06","common_name":"rededge","description":"vegetation + classification red edge","center_wavelength":0.74,"full_width_half_max":0.018},{"gsd":20,"name":"B07","common_name":"rededge","description":"vegetation + classification red edge","center_wavelength":0.783,"full_width_half_max":0.028},{"gsd":10,"name":"B08","common_name":"nir","description":"near + infrared","center_wavelength":0.842,"full_width_half_max":0.145},{"gsd":20,"name":"B8A","common_name":"rededge","description":"vegetation + classification red edge","center_wavelength":0.865,"full_width_half_max":0.033},{"gsd":60,"name":"B09","description":"water + vapor","center_wavelength":0.945,"full_width_half_max":0.026},{"gsd":20,"name":"B11","common_name":"swir16","description":"short-wave + infrared, snow/ice/cloud classification","center_wavelength":1.61,"full_width_half_max":0.143},{"gsd":20,"name":"B12","common_name":"swir22","description":"short-wave + infrared, snow/ice/cloud classification","center_wavelength":2.19,"full_width_half_max":0.242}],"platform":["Sentinel-2A","Sentinel-2B"],"instruments":["msi"],"constellation":["sentinel-2"],"view:off_nadir":[0]},"description":"The + [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) program + provides global imagery in thirteen spectral bands at 10m-60m resolution and + a revisit time of approximately five days. This dataset represents the global + Sentinel-2 archive, from 2016 to the present, processed to L2A (bottom-of-atmosphere) + using [Sen2Cor](https://step.esa.int/main/snap-supported-plugins/sen2cor/) + and converted to [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.","item_assets":{"AOT":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Aerosol + optical thickness (AOT)"},"B01":{"gsd":60.0,"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Band 1 - Coastal aerosol + - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}]},"B02":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}]},"B03":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}]},"B04":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}]},"B05":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}]},"B06":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}]},"B07":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}]},"B08":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}]},"B09":{"gsd":60.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}]},"B11":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}]},"B12":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}]},"B8A":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}]},"SCL":{"gsd":20.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Scene + classfication map (SCL)"},"WVP":{"gsd":10.0,"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Water vapour (WVP)"},"visual":{"gsd":10.0,"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}]},"preview":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"datastrip-metadata":{"type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"stac_version":"1.0.0","msft:container":"sentinel2-l2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"sentinel2l2a01","msft:short_description":"The + Sentinel-2 program provides global imagery in thirteen spectral bands at 10m-60m + resolution and a revisit time of approximately five days. This dataset contains + the global Sentinel-2 archive, from 2016 to the present, processed to L2A + (bottom-of-atmosphere).","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2151' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:17 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181816Z-r15d8f49c9b2wh9phC1YTOga700000000ar000000000042g + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061 + response: + body: + string: '{"id":"modis-15A2H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/926/MOD15_User_Guide_V61.pdf","title":"MOD15 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD15A2H","title":"MCD15A2H + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD15A2H","title":"MOD15A2H + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD15A2H","title":"MYD15A2H + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD15A2H.061","title":"LP + DAAC - MCD15A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD15A2H.061","title":"LP + DAAC - MOD15A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD15A2H.061","title":"LP + DAAC - MYD15A2H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-15A2H-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Leaf Area Index/FPAR 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A2H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Leaf Area Index/FPAR 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-15A2H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2002-07-04T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MCD15A2H","MOD15A2H","MYD15A2H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) Level 4, + Combined Fraction of Photosynthetically Active Radiation (FPAR), and Leaf + Area Index (LAI) product is an 8-day composite dataset with 500 meter pixel + size. The algorithm chooses the best pixel available from within the 8-day + period. LAI is defined as the one-sided green leaf area per unit ground area + in broadleaf canopies and as one-half the total needle surface area per unit + ground area in coniferous canopies. FPAR is defined as the fraction of incident + photosynthetically active radiation (400-700 nm) absorbed by the green elements + of a vegetation canopy.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Lai_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Leaf Area Index","description":"The + one-sided green leaf area per unit ground area in broadleaf canopies and as + one-half the total needle surface area per unit ground area in coniferous + canopies","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Fpar_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fraction + of Photosynthetically Active Radiation","description":"The fraction of incident + photosynthetically active radiation (400-700 nm) absorbed by the green elements + of a vegetation canopy.","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]},"FparLai_QC":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"FparExtra_QC":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Extra + detail Quality for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"LaiStdDev_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard + deviation of LAI","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"FparStdDev_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard + deviation of FPAR","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD15A2H.061","citation":"Myneni, + R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra+Aqua Leaf Area Index/FPAR + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MCD15A2H.061"},{"doi":"10.5067/MODIS/MOD15A2H.061","citation":"Myneni, + R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra Leaf Area Index/FPAR + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD15A2H.061"},{"doi":"10.5067/MODIS/MYD15A2H.061","citation":"Myneni, + R., Knyazikhin, Y., & Park, T. (2021). MODIS/Aqua Leaf Area Index/FPAR + 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD15A2H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Leaf Area Index/FPAR 8-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1926' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:17 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181817Z-174fc647fd5gt6tlhC1YTO49cs00000006b00000000016xv + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061 + response: + body: + string: '{"id":"modis-11A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/715/MOD11_User_Guide_V61.pdf","title":"MOD11 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD11A1","title":"MOD11A1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD11A1","title":"MYD11A1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD11A1.061","title":"LP + DAAC - MOD11A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD11A1.061","title":"LP + DAAC - MYD11A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-11A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Land Surface Temperature/Emissivity Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Land Surface Temperature/Emissivity Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-11A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-24T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD11A1","MYD11A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity + Daily Version 6.1 product provides daily per-pixel Land Surface Temperature + and Emissivity (LST&E) with 1 kilometer (km) spatial resolution in a 1,200 + by 1,200 km grid. The pixel temperature value is derived from the MOD11_L2 + swath product. Above 30 degrees latitude, some pixels may have multiple observations + where the criteria for clear-sky are met. When this occurs, the pixel value + is a result of the average of all qualifying observations. Provided along + with the daytime and nighttime surface temperature bands are associated quality + control assessments, observation times, view zenith angles, and clear-sky + coverages along with bands 31 and 32 emissivities from land cover types","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Quality control for daytime + LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + control for nighttime LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"LST_Day_1km":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Daily + daytime 1km grid Land-surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_day_cov":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + clear-sky coverage","raster:bands":[{"scale":0.0005,"data_type":"uint16","spatial_resolution":1000}]},"Day_view_angl":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View + zenith angle of daytime Landsurface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Day_view_time":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"(local + solar) Time of daytime Land-surface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"LST_Night_1km":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Daily + nighttime 1km grid Land-surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_night_cov":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night + clear-sky coverage","raster:bands":[{"scale":0.0005,"data_type":"uint16","spatial_resolution":1000}]},"Night_view_angl":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View + zenith angle of nighttime Landsurface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Night_view_time":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"(local + solar) Time of nighttime Landsurface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD11A1.061","citation":"Wan, + Z., Hook, S., & Hulley, G. (2021). MODIS/Terra Land Surface Temperature/Emissivity + Daily L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MOD11A1.061"},{"doi":"10.5067/MODIS/MYD11A1.061","citation":"Wan, + Z., Hook, S., & Hulley, G. (2021). MODIS/Aqua Land Surface Temperature/Emissivity + Daily L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MYD11A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Land Surface Temperature/Emissivity Daily","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2049' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:18 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181818Z-r15d8f49c9blwjklhC1YTO2q2s0000000aug000000003f7z + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061 + response: + body: + string: '{"id":"modis-15A3H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/926/MOD15_User_Guide_V61.pdf","title":"MOD15 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD15A3H","title":"MCD15A3H + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD15A3H.061","title":"LP + DAAC - MCD15A3H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-15A3H-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Leaf Area Index/FPAR 4-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A3H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Leaf Area Index/FPAR 4-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-15A3H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2002-07-04T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MCD15A3H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + MCD15A3H Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) + Level 4, Combined Fraction of Photosynthetically Active Radiation (FPAR), + and Leaf Area Index (LAI) product is a 4-day composite data set with 500 meter + pixel size. The algorithm chooses the best pixel available from all the acquisitions + of both MODIS sensors located on NASA''s Terra and Aqua satellites from within + the 4-day period. LAI is defined as the one-sided green leaf area per unit + ground area in broadleaf canopies and as one-half the total needle surface + area per unit ground area in coniferous canopies. FPAR is defined as the fraction + of incident photosynthetically active radiation (400-700 nm) absorbed by the + green elements of a vegetation canopy.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"Lai_500m":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Leaf Area Index","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Fpar_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fraction + of Photosynthetically Active Radiation","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]},"FparLai_QC":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"FparExtra_QC":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Extra + detail Quality for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"LaiStdDev_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard + deviation of LAI","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"FparStdDev_500m":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard + deviation of FPAR","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD15A3H.061","citation":"Myneni, + R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra+Aqua Leaf Area Index/FPAR + 4-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes + DAAC. https://doi.org/10.5067/MODIS/MCD15A3H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Leaf Area Index/FPAR 4-Day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1898' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:19 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181818Z-r15d8f49c9bt767nhC1YTO2fm00000000410000000003t60 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061 + response: + body: + string: '{"id":"modis-13A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf","title":"MOD13 + User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD13A1","title":"MOD13A1 + file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD13A1","title":"MYD13A1 + file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD13A1.061","title":"LP + DAAC - MOD13A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD13A1.061","title":"LP + DAAC - MYD13A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-13A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Vegetation Indices 16-Day (500m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Vegetation Indices 16-Day (500m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-13A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD13A1","MYD13A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA + LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The + Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices 16-Day + Version 6.1 product provides Vegetation Index (VI) values at a per pixel basis + at 500 meter (m) spatial resolution. There are two primary vegetation layers. + The first is the Normalized Difference Vegetation Index (NDVI), which is referred + to as the continuity index to the existing National Oceanic and Atmospheric + Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived + NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), + which has improved sensitivity over high biomass regions. The algorithm for + this product chooses the best available pixel value from all the acquisitions + from the 16 day period. The criteria used is low clouds, low view angle, and + the highest NDVI/EVI value. Provided along with the vegetation layers and + two quality assurance (QA) layers are reflectance bands 1 (red), 2 (near-infrared), + 3 (blue), and 7 (mid-infrared), as well as four observation layers.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"500m_16_days_EVI":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"500m + 16 days EVI","raster:bands":[{"unit":"EVI","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_NDVI":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"500m + 16 days NDVI","raster:bands":[{"unit":"NDVI","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_VI_Quality":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VI + quality indicators","raster:bands":[{"data_type":"uint16","spatial_resolution":500}]},"500m_16_days_MIR_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 7","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_NIR_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 2","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_red_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 1","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_blue_reflectance":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface + Reflectance Band 3","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_sun_zenith_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Sun + zenith angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_pixel_reliability":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality + reliability of VI pixel","raster:bands":[{"unit":"Rank","data_type":"int8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Good + data, use with confidence"},{"value":1,"description":"Marginal data, useful, + but look at other QA information"},{"value":2,"description":"Snow/Ice Target + covered with snow/ice"},{"value":3,"description":"Cloudy data"}]},"500m_16_days_view_zenith_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View + zenith angle of VI Pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_relative_azimuth_angle":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Relative + azimuth angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_composite_day_of_the_year":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day + of year VI pixel","raster:bands":[{"unit":"Julian Day","data_type":"int16","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD13A1.061","citation":"Didan, + K. (2021). MODIS/Terra Vegetation Indices 16-Day L3 Global 500m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD13A1.061"},{"doi":"10.5067/MODIS/MYD13A1.061","citation":"Didan, + K. (2021). MODIS/Aqua Vegetation Indices 16-Day L3 Global 500m SIN Grid + V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD13A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Vegetation Indices 16-Day (500m)","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2276' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:19 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181819Z-r15d8f49c9bnp7fghC1YTO67780000000ab00000000035g4 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na + response: + body: + string: '{"id":"daymet-daily-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS + Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-na","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Daymet + Daily North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet + daily North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily + North America Daymet Azure Blob File System Zarr root","description":"Azure + Blob File System of the daily North America Daymet Zarr Group on Azure Blob + Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily + North America Daymet HTTPS Zarr root","description":"HTTPS URI of the daily + North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","North + America","Temperature","Precipitation","Vapor Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL + DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather + parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include + the following parameters: minimum temperature, maximum temperature, precipitation, + shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) + provides measurements of near-surface meteorological conditions; the main + purpose is to provide data estimates where no instrumentation exists. The + dataset covers the period from January 1, 1980 to the present. Each year is + processed individually at the close of a calendar year. Data are in a Lambert + conformal conic projection for North America and are distributed in Zarr and + NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions + (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) + to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; + North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, + M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet + Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, + Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily + average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily + average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude + coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[284,584],"dimensions":["y","x"],"description":"latitude + coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude + coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[284,584],"dimensions":["y","x"],"description":"longitude + coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow + water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"snow + water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: + mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily + total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily + total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight + average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daylight + average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees + C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: + mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily + maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees + C","long_name":"daily minimum temperature","cell_methods":"area: mean time: + minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily + minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"day of + year (DOY) starting with day 1 on January 1st"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"day + of year (DOY) starting with day 1 on January 1st"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y + coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert + Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude + of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude + of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude + of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude + of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting + at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing + at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size + of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour + day based on local time"}},"msft:group_keys":["daily","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily + surface weather data on a 1-km grid for North America","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2838' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:20 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181819Z-174fc647fd5x56gvhC1YTOmgrn0000000460000000000fpg + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover + response: + body: + string: '{"id":"nrcan-landcover","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover"},{"rel":"license","href":"https://open.canada.ca/en/open-government-licence-canada","title":"Open + Government Licence - Canada"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/nrcan-landcover","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Land + Cover of Canada","assets":{"metadata":{"href":"https://open.canada.ca/data/en/dataset/4e615eae-b90c-420b-adee-2ca35896caf6.jsonld","type":"application/json","roles":["metadata"],"title":"Land + cover of Canada metadata"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nrcan-landcover.png","type":"image/png","roles":["thumbnail"],"title":"Land + cover of Canada thumbnail"},"geoparquet-items":{"href":"abfs://items/nrcan-landcover.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-141.003,41.6755,-52.6174,83.1139]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2020-01-01T00:00:00Z"]]}},"license":"OGL-Canada-2.0","keywords":["Land + Cover","Remote Sensing","Landsat","North America","Canada"],"providers":[{"url":"https://www.nrcan.gc.ca/maps-tools-publications/satellite-imagery-air-photos/application-development/land-cover/21755","name":"Natural + Resources Canada | Ressources naturelles Canada","roles":["licensor","processor","producer"]},{"url":"https://sparkgeo.com","name":"Sparkgeo","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"proj:epsg":[3978],"label:type":["raster"],"label:tasks":["classification"],"label:classes":[{"name":"","classes":["Temperate + or sub-polar needleleaf forest","Sub-polar taiga needleleaf forest","Temperate + or sub-polar broadleaf deciduous forest","Mixed forest","Temperate or sub-polar + shrubland","Temperate or sub-polar grassland","Sub-polar or polar shrubland-lichen-moss","Sub-polar + or polar grassland-lichen-moss","Sub-polar or polar barren-lichen-moss","Wetland","Cropland","Barren + lands","Urban","Water","Snow and Ice"]}]},"description":"Collection of Land + Cover products for Canada as produced by Natural Resources Canada using Landsat + satellite imagery. This collection of cartographic products offers classified + Land Cover of Canada at a 30 metre scale, updated on a 5 year basis.","item_assets":{"metadata":{"type":"application/json","roles":["metadata"],"title":"Land + cover of Canada metadata"},"landcover":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data","labels","labels-raster"],"title":"Land + cover of Canada COG","proj:epsg":3978,"file:values":[{"values":[1],"summary":"Temperate + or sub-polar needleleaf forest"},{"values":[2],"summary":"Sub-polar taiga + needleleaf forest"},{"values":[5],"summary":"Temperate or sub-polar broadleaf + deciduous forest"},{"values":[6],"summary":"Mixed forest"},{"values":[8],"summary":"Temperate + or sub-polar shrubland"},{"values":[10],"summary":"Temperate or sub-polar + grassland"},{"values":[11],"summary":"Sub-polar or polar shrubland-lichen-moss"},{"values":[12],"summary":"Sub-polar + or polar grassland-lichen-moss"},{"values":[13],"summary":"Sub-polar or polar + barren-lichen-moss"},{"values":[14],"summary":"Wetland"},{"values":[15],"summary":"Cropland"},{"values":[16],"summary":"Barren + lands"},{"values":[17],"summary":"Urban"},{"values":[18],"summary":"Water"},{"values":[19],"summary":"Snow + and Ice"}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]}},"stac_version":"1.0.0","msft:container":"landcover","stac_extensions":["https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"nrcanlandcovereuwest","msft:short_description":"Collection + of Land Cover products for Canada as produced by Natural Resources Canada + using Landsat satellite imagery. This collection of cartographic products + offers classified Land Cover of Canada at a 30 metre scale, updated on a 5 + year basis.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1592' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:20 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181820Z-r15d8f49c9b7zs9thC1YTOzh1n0000000az0000000000ak7 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061 + response: + body: + string: '{"id":"modis-10A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD10A2.061","title":"MODIS/Terra + Snow Cover 8-Day L3 Global 500m SIN Grid, Version 61"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD10A2.061","title":"MODIS/Aqua + Snow Cover 8-Day L3 Global 500m SIN Grid, Version 61"},{"rel":"license","href":"https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac","title":"Use + and Copyright | National Snow and Ice Data Center"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-10A2-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Snow Cover 8-day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Snow Cover 8-day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-10A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Snow","MOD10A2","MYD10A2"],"providers":[{"url":"https://nsidc.org","name":"National + Snow and Ice Data Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"This + global Level-3 (L3) data set provides the maximum snow cover extent observed + over an eight-day period within 10degx10deg MODIS sinusoidal grid tiles. Tiles + are generated by compositing 500 m observations from the ''MODIS Snow Cover + Daily L3 Global 500m Grid'' data set. A bit flag index is used to track the + eight-day snow/no-snow chronology for each 500 m cell.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"Maximum_Snow_Extent":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Maximum + snow extent over the 8-day period.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"missing + data"},{"value":1,"description":"no decision"},{"value":11,"description":"night"},{"value":25,"description":"no + snow"},{"value":37,"description":"lake"},{"value":39,"description":"ocean"},{"value":50,"description":"cloud"},{"value":100,"description":"lake + ice"},{"value":200,"description":"snow"},{"value":254,"description":"detector + saturated"}]},"Eight_Day_Snow_Cover":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Snow chronology bit flags + for each day in the eight-day observation period.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD10A2.061","citation":"Hall, + D. K., & Riggs, G. A. (2021). MODIS/Terra Snow Cover 8-Day L3 Global + 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center + DAAC. https://doi.org/10.5067/MODIS/MOD10A2.061"},{"doi":"10.5067/MODIS/MYD10A2.061","citation":"Hall, + D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover 8-Day L3 Global + 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center + DAAC. https://doi.org/10.5067/MODIS/MYD10A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Snow Cover 8-day","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1651' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:21 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181820Z-174fc647fd55jx7khC1YTOawvn0000000180000000000zbn + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast + response: + body: + string: "{\"id\":\"ecmwf-forecast\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC-BY-4.0 + license\"},{\"rel\":\"documentation\",\"href\":\"https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time\",\"type\":\"text/html\",\"title\":\"ECMWF + Open Data (Real Time) documentation\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/ecmwf-forecast\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"ECMWF + Open Data (real-time)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/ecmwf-forecast-thumbnail-proj.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,90,180,-90]]},\"temporal\":{\"interval\":[[null,null]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"ECMWF\",\"forecast\",\"weather\"],\"providers\":[{\"url\":\"https://www.ecmwf.int/\",\"name\":\"ECMWF\",\"roles\":[\"producer\"]}],\"summaries\":{\"ecmwf:types\":[\"ef\",\"ep\",\"fc\",\"tf\"],\"ecmwf:streams\":[\"enfo\",\"mmsf\",\"oper\",\"scda\",\"scwv\",\"waef\",\"wave\"],\"ecmwf:pressure_levels\":[1000,925,850,700,500,300,250,200,50],\"ecmwf:reference_times\":[\"00\",\"06\",\"12\",\"18\"]},\"description\":\"The + [ECMWF catalog of real-time products](https://www.ecmwf.int/en/forecasts/datasets/catalogue-ecmwf-real-time-products) + offers real-time meterological and oceanographic productions from the ECMWF + forecast system. Users should consult the [ECMWF Forecast User Guide](https://confluence.ecmwf.int/display/FUG/1+Introduction) + for detailed information on each of the products.\\n\\n## Overview of products\\n\\nThe + following diagram shows the publishing schedule of the various products.\\n\\n\\n\\nThe vertical axis shows the various products, + defined below, which are grouped by combinations of `stream`, `forecast type`, + and `reference time`. The horizontal axis shows *forecast times* in 3-hour + intervals out from the reference time. A black square over a particular forecast + time, or step, indicates that a forecast is made for that forecast time, for + that particular `stream`, `forecast type`, `reference time` combination.\\n\\n* + **stream** is the forecasting system that produced the data. The values are + available in the `ecmwf:stream` summary of the STAC collection. They are:\\n + \ * `enfo`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), + atmospheric fields\\n * `mmsf`: [multi-model seasonal forecasts](https://confluence.ecmwf.int/display/FUG/Long-Range+%28Seasonal%29+Forecast) + fields from the ECMWF model only.\\n * `oper`: [high-resolution forecast](https://confluence.ecmwf.int/display/FUG/HRES+-+High-Resolution+Forecast), + atmospheric fields \\n * `scda`: short cut-off high-resolution forecast, + atmospheric fields (also known as \\\"high-frequency products\\\")\\n * `scwv`: + short cut-off high-resolution forecast, ocean wave fields (also known as \\\"high-frequency + products\\\") and\\n * `waef`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), + ocean wave fields,\\n * `wave`: wave model\\n* **type** is the forecast type. + The values are available in the `ecmwf:type` summary of the STAC collection. + They are:\\n * `fc`: forecast\\n * `ef`: ensemble forecast\\n * `pf`: ensemble + probabilities\\n * `tf`: trajectory forecast for tropical cyclone tracks\\n* + **reference time** is the hours after midnight when the model was run. Each + stream / type will produce assets for different forecast times (steps from + the reference datetime) depending on the reference time.\\n\\nVisit the [ECMWF's + User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) + for more details on each of the various products.\\n\\nAssets are available + for the previous 30 days.\\n\\n## Asset overview\\n\\nThe data are provided + as [GRIB2 files](https://confluence.ecmwf.int/display/CKB/What+are+GRIB+files+and+how+can+I+read+them).\\nAdditionally, + [index files](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time#ECMWFOpenDataRealTime-IndexFilesIndexfiles) + are provided, which can be used to read subsets of the data from Azure Blob + Storage.\\n\\nWithin each `stream`, `forecast type`, `reference time`, the + structure of the data are mostly consistent. Each GRIB2 file will have the\\nsame + data variables, coordinates (aside from `time` as the *reference time* changes + and `step` as the *forecast time* changes). The exception\\nis the `enfo-ep` + and `waef-ep` products, which have more `step`s in the 240-hour forecast than + in the 360-hour forecast. \\n\\nSee the example notebook for more on how to + access the data.\\n\\n## STAC metadata\\n\\nThe Planetary Computer provides + a single STAC item per GRIB2 file. Each GRIB2 file is global in extent, so + every item has the same\\n`bbox` and `geometry`.\\n\\nA few custom properties + are available on each STAC item, which can be used in searches to narrow down + the data to items of interest:\\n\\n* `ecmwf:stream`: The forecasting system + (see above for definitions). The full set of values is available in the Collection's + summaries.\\n* `ecmwf:type`: The forecast type (see above for definitions). + The full set of values is available in the Collection's summaries.\\n* `ecmwf:step`: + The offset from the reference datetime, expressed as ``, for + example `\\\"3h\\\"` means \\\"3 hours from the reference datetime\\\". \\n* + `ecmwf:reference_datetime`: The datetime when the model was run. This indicates + when the forecast *was made*, rather than when it's valid for.\\n* `ecmwf:forecast_datetime`: + The datetime for which the forecast is valid. This is also set as the item's + `datetime`.\\n\\nSee the example notebook for more on how to use the STAC + metadata to query for particular data.\\n\\n## Attribution\\n\\nThe products + listed and described on this page are available to the public and their use + is governed by the [Creative Commons CC-4.0-BY license and the ECMWF Terms + of Use](https://apps.ecmwf.int/datasets/licences/general/). This means that + the data may be redistributed and used commercially, subject to appropriate + attribution.\\n\\nThe following wording should be attached to the use of this + ECMWF dataset: \\n\\n1. Copyright statement: Copyright \\\"\xA9 [year] European + Centre for Medium-Range Weather Forecasts (ECMWF)\\\".\\n2. Source [www.ecmwf.int](http://www.ecmwf.int/)\\n3. + License Statement: This data is published under a Creative Commons Attribution + 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\\n4. + Disclaimer: ECMWF does not accept any liability whatsoever for any error or + omission in the data, their availability, or for any loss or damage arising + from their use.\\n5. Where applicable, an indication if the material has been + modified and an indication of previous modifications.\\n\\nThe following wording + shall be attached to services created with this ECMWF dataset:\\n\\n1. Copyright + statement: Copyright \\\"This service is based on data and products of the + European Centre for Medium-Range Weather Forecasts (ECMWF)\\\".\\n2. Source + www.ecmwf.int\\n3. License Statement: This ECMWF data is published under a + Creative Commons Attribution 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\\n4. + Disclaimer: ECMWF does not accept any liability whatsoever for any error or + omission in the data, their availability, or for any loss or damage arising + from their use.\\n5. Where applicable, an indication if the material has been + modified and an indication of previous modifications\\n\\n## More information\\n\\nFor + more, see the [ECMWF's User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) + and [example notebooks](https://github.com/ecmwf/notebook-examples/tree/master/opencharts).\",\"item_assets\":{\"data\":{\"type\":\"application/wmo-GRIB2\",\"roles\":[\"data\"],\"title\":\"GRIB2 + data file\",\"description\":\"The forecast data, as a grib2 file. Subsets + of the data can be loaded using information from the associated index file.\"},\"index\":{\"type\":\"application/x-ndjson\",\"roles\":[\"index\"],\"title\":\"Index + file\",\"description\":\"The index file contains information on each message + within the GRIB2 file.\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:container\":\"ecmwf\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"ECMWF + Open Data (Real Time) forecasts\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3137' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:21 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181821Z-r15d8f49c9blwjklhC1YTO2q2s0000000atg000000003vbw + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2 + response: + body: + string: '{"id":"noaa-mrms-qpe-24h-pass2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS + Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS + Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS + QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-24h-pass2","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"NOAA + MRMS QPE 24-Hour Pass 2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-24h-pass2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA + MRMS QPE 24-Hour Pass 2 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-24h-pass2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United + States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA + National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[2],"noaa_mrms_qpe:period":[24],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The + [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) + products are seamless 1-km mosaics of precipitation accumulation covering + the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The + products are automatically generated through integration of data from multiple + radars and radar networks, surface and satellite observations, numerical weather + prediction (NWP) models, and climatology. The products are updated hourly + at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass + 2\" product. The Pass 1 product is available with a 60-minute latency and + includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 + minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken + into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis + Collection contains the **24-Hour Pass 2** sub-product, i.e., 24-hour cumulative + precipitation accumulation with a 2-hour latency. The data are available in + [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original + source GRIB2 format files. The GRIB2 files are delivered to Azure as part + of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).","item_assets":{"cog":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed + Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original + GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated + multi-sensor cumulative precipitation estimate for the past 24 hours with + a 2-hour latency.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1925' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:22 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181822Z-174fc647fd5zfbbphC1YTOxuwc0000000b6g000000002m4u + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd + response: + body: + string: '{"id":"sentinel-1-grd","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","title":"Copernicus + Sentinel data terms"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-1-grd","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel + 1 Level-1 Ground Range Detected (GRD)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-grd.png","type":"image/png","roles":["thumbnail"],"title":"Sentinel + 1 GRD"},"geoparquet-items":{"href":"abfs://items/sentinel-1-grd.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2014-10-10T00:28:21Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","C-Band","SAR","GRD"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["SENTINEL-1A","SENTINEL-1B"],"constellation":["Sentinel-1"],"s1:resolution":["full","high","medium"],"s1:orbit_source":["DOWNLINK","POEORB","PREORB","RESORB"],"sar:looks_range":[5,6,3,2],"sat:orbit_state":["ascending","descending"],"sar:product_type":["GRD"],"sar:looks_azimuth":[1,6,2],"sar:polarizations":[["VV","VH"],["HH","HV"],["VV"],["VH"],["HH"],["HV"]],"sar:frequency_band":["C"],"s1:processing_level":["1"],"sar:instrument_mode":["IW","EW","SM"],"sar:center_frequency":[5.405],"sar:resolution_range":[20,23,50,93,9],"s1:product_timeliness":["NRT-10m","NRT-1h","NRT-3h","Fast-24h","Off-line","Reprocessing"],"sar:resolution_azimuth":[22,23,50,87,9],"sar:pixel_spacing_range":[10,25,40,3.5],"sar:observation_direction":["right"],"sar:pixel_spacing_azimuth":[10,25,40,3.5],"sar:looks_equivalent_number":[4.4,29.7,2.7,10.7,3.7],"sat:platform_international_designator":["2014-016A","2016-025A","0000-000A"]},"description":"The + [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) mission + is a constellation of two polar-orbiting satellites, operating day and night + performing C-band synthetic aperture radar imaging. The Level-1 Ground Range + Detected (GRD) products in this Collection consist of focused SAR data that + has been detected, multi-looked and projected to ground range using the Earth + ellipsoid model WGS84. The ellipsoid projection of the GRD products is corrected + using the terrain height specified in the product general annotation. The + terrain height used varies in azimuth but is constant in range (but can be + different for each IW/EW sub-swath).\n\nGround range coordinates are the slant + range coordinates projected onto the ellipsoid of the Earth. Pixel values + represent detected amplitude. Phase information is lost. The resulting product + has approximately square resolution pixels and square pixel spacing with reduced + speckle at a cost of reduced spatial resolution.\n\nFor the IW and EW GRD + products, multi-looking is performed on each burst individually. All bursts + in all sub-swaths are then seamlessly merged to form a single, contiguous, + ground range, detected image per polarization.\n\nFor more information see + the [ESA documentation](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/product-types-processing-levels/level-1)\n\n### + Terrain Correction\n\nUsers might want to geometrically or radiometrically + terrain correct the Sentinel-1 GRD data from this collection. The [Sentinel-1-RTC + Collection](https://planetarycomputer.microsoft.com/dataset/sentinel-1-rtc) + collection is a global radiometrically terrain corrected dataset derived from + Sentinel-1 GRD. Additionally, users can terrain-correct on the fly using [any + DEM available on the Planetary Computer](https://planetarycomputer.microsoft.com/catalog?tags=DEM). + See [Customizable radiometric terrain correction](https://planetarycomputer.microsoft.com/docs/tutorials/customizable-rtc-sentinel1/) + for more.","item_assets":{"hh":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"HH: + horizontal transmit, horizontal receive","description":"Amplitude of signal + transmitted with horizontal polarization and received with horizontal polarization + with radiometric terrain correction applied."},"hv":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"HV: horizontal transmit, + vertical receive","description":"Amplitude of signal transmitted with horizontal + polarization and received with vertical polarization with radiometric terrain + correction applied."},"vh":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VH: + vertical transmit, horizontal receive","description":"Amplitude of signal + transmitted with vertical polarization and received with horizontal polarization + with radiometric terrain correction applied."},"vv":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"VV: vertical transmit, + vertical receive","description":"Amplitude of signal transmitted with vertical + polarization and received with vertical polarization with radiometric terrain + correction applied."},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"Preview + Image","description":"An averaged, decimated preview image in PNG format. + Single polarisation products are represented with a grey scale image. Dual + polarisation products are represented by a single composite colour image in + RGB with the red channel (R) representing the co-polarisation VV or HH), + the green channel (G) represents the cross-polarisation (VH or HV) and the + blue channel (B) represents the ratio of the cross an co-polarisations."},"safe-manifest":{"type":"application/xml","roles":["metadata"],"title":"Manifest + File","description":"General product metadata in XML format. Contains a high-level + textual description of the product and references to all of product''s components, + the product metadata, including the product identification and the resource + references, and references to the physical location of each component file + contained in the product."},"schema-noise-hh":{"type":"application/xml","roles":["metadata"],"title":"Noise + Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-hv":{"type":"application/xml","roles":["metadata"],"title":"Noise + Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-vh":{"type":"application/xml","roles":["metadata"],"title":"Noise + Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-vv":{"type":"application/xml","roles":["metadata"],"title":"Noise + Schema","description":"Estimated thermal noise look-up tables"},"schema-product-hh":{"type":"application/xml","roles":["metadata"],"title":"Product + Schema","description":"Describes the main characteristics corresponding to + the band: state of the platform during acquisition, image properties, Doppler + information, geographic location, etc."},"schema-product-hv":{"type":"application/xml","roles":["metadata"],"title":"Product + Schema","description":"Describes the main characteristics corresponding to + the band: state of the platform during acquisition, image properties, Doppler + information, geographic location, etc."},"schema-product-vh":{"type":"application/xml","roles":["metadata"],"title":"Product + Schema","description":"Describes the main characteristics corresponding to + the band: state of the platform during acquisition, image properties, Doppler + information, geographic location, etc."},"schema-product-vv":{"type":"application/xml","roles":["metadata"],"title":"Product + Schema","description":"Describes the main characteristics corresponding to + the band: state of the platform during acquisition, image properties, Doppler + information, geographic location, etc."},"schema-calibration-hh":{"type":"application/xml","roles":["metadata"],"title":"Calibration + Schema","description":"Calibration metadata including calibration information + and the beta nought, sigma nought, gamma and digital number look-up tables + that can be used for absolute product calibration."},"schema-calibration-hv":{"type":"application/xml","roles":["metadata"],"title":"Calibration + Schema","description":"Calibration metadata including calibration information + and the beta nought, sigma nought, gamma and digital number look-up tables + that can be used for absolute product calibration."},"schema-calibration-vh":{"type":"application/xml","roles":["metadata"],"title":"Calibration + Schema","description":"Calibration metadata including calibration information + and the beta nought, sigma nought, gamma and digital number look-up tables + that can be used for absolute product calibration."},"schema-calibration-vv":{"type":"application/xml","roles":["metadata"],"title":"Calibration + Schema","description":"Calibration metadata including calibration information + and the beta nought, sigma nought, gamma and digital number look-up tables + that can be used for absolute product calibration."}},"stac_version":"1.0.0","msft:group_id":"sentinel-1","msft:container":"s1-grd","stac_extensions":["https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"sentinel1euwest","msft:short_description":"Sentinel-1 + Level-1 Ground Range Detected (GRD) products consist of focused SAR data that + has been detected, multi-looked and projected to ground range using an Earth + ellipsoid model.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2958' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:23 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181822Z-174fc647fd5h62jvhC1YTOuwg40000000aqg000000003911 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem + response: + body: + string: '{"id":"nasadem","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/nasadem","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"NASADEM + HGT v001","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasadem.png","type":"image/png","roles":["thumbnail"],"title":"NASADEM"},"geoparquet-items":{"href":"abfs://items/nasadem.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-179.000139,-56.000139,179.000139,61.000139]]},"temporal":{"interval":[["2000-02-20T00:00:00Z","2000-02-20T00:00:00Z"]]}},"license":"proprietary","keywords":["NASA","JPL","Elevation","DEM","USGS","NGA","SRTM"],"providers":[{"url":"https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem","name":"NASA","roles":["producer","licensor"]},{"url":"https://trs.jpl.nasa.gov/handle/2014/46123","name":"JPL","roles":["producer","licensor"]},{"url":"https://lpdaac.usgs.gov/products/nasadem_hgtv001/","name":"USGS","roles":["producer","licensor"]},{"url":"https://doi.org/10.5069/G93T9FD9","name":"OpenTopography","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30]},"description":"[NASADEM](https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem) + provides global topographic data at 1 arc-second (~30m) horizontal resolution, + derived primarily from data captured via the [Shuttle Radar Topography Mission](https://www2.jpl.nasa.gov/srtm/) + (SRTM).\n\n","item_assets":{"elevation":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Elevation"}},"stac_version":"1.0.0","msft:container":"nasadem-cog","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"nasademeuwest","msft:short_description":"Global + topographic data at 1 arc-second (~30m) horizontal resolution, derived primarily + from data captured via the Shuttle Radar Topography Mission","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1157' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:23 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181823Z-r15d8f49c9bc7mfhhC1YTOed700000000380000000001hkb + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc + response: + body: + string: '{"id":"io-lulc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc"},{"rel":"related","href":"https://livingatlas.arcgis.com/landcover/"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","type":"text/html","title":"CC + BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/io-lulc","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Esri + 10-Meter Land Cover (10-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc.png","title":"Esri + 10-Meter Land Cover","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/io-lulc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-01-01T00:00:00Z","2021-01-01T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land + Cover","Land Use","Sentinel"],"providers":[{"url":"https://www.esri.com/","name":"Esri","roles":["licensor"]},{"url":"https://www.impactobservatory.com/","name":"Impact + Observatory","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"raster:bands":[{"nodata":0,"spatial_resolution":10}],"label:classes":[{"name":"","classes":["nodata","water","trees","grass","flooded + veg","crops","scrub","built area","bare","snow/ice","clouds"]}]},"description":"__Note__: + _A new version of this item is available for your use. This mature version + of the map remains available for use in existing applications. This item will + be retired in December 2024. There is 2020 data available in the newer [9-class + dataset](https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class)._\n\nGlobal + estimates of 10-class land use/land cover (LULC) for 2020, derived from ESA + Sentinel-2 imagery at 10m resolution. This dataset was generated by [Impact + Observatory](http://impactobservatory.com/), who used billions of human-labeled + pixels (curated by the National Geographic Society) to train a deep learning + model for land classification. The global map was produced by applying this + model to the relevant yearly Sentinel-2 scenes on the Planetary Computer.\n\nThis + dataset is also available on the [ArcGIS Living Atlas of the World](https://livingatlas.arcgis.com/landcover/).\n","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global + land cover data","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Water"},{"values":[2],"summary":"Trees"},{"values":[3],"summary":"Grass"},{"values":[4],"summary":"Flooded + vegetation"},{"values":[5],"summary":"Crops"},{"values":[6],"summary":"Scrub/shrub"},{"values":[7],"summary":"Built + area"},{"values":[8],"summary":"Bare ground"},{"values":[9],"summary":"Snow/ice"},{"values":[10],"summary":"Clouds"}]}},"stac_version":"1.0.0","msft:group_id":"io-land-cover","msft:container":"io-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global + land cover information for 2020 at 10m resolution","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1614' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:24 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181823Z-174fc647fd5p62hchC1YTOfyx40000000410000000003g34 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1 + response: + body: + string: '{"id":"landsat-c2-l1","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9AF14YV","title":"Landsat + 1-5 MSS Collection 2 Level-1"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/landsat-c2-l1","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Landsat + Collection 2 Level-1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l1-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Landsat + Collection 2 Level-1 thumbnail"},"geoparquet-items":{"href":"abfs://items/landsat-c2-l1.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1972-07-25T00:00:00Z","2013-01-07T23:23:59Z"]]}},"license":"proprietary","keywords":["Landsat","USGS","NASA","Satellite","Global","Imagery"],"providers":[{"url":"https://landsat.gsfc.nasa.gov/","name":"NASA","roles":["producer","licensor"]},{"url":"https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data","name":"USGS","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[79],"sci:doi":["10.5066/P9AF14YV"],"eo:bands":[{"name":"B4","common_name":"green","description":"Visible + green (Landsat 1-3 Band B4)","center_wavelength":0.55,"full_width_half_max":0.1},{"name":"B5","common_name":"red","description":"Visible + red (Landsat 1-3 Band B5)","center_wavelength":0.65,"full_width_half_max":0.1},{"name":"B6","common_name":"nir08","description":"Near + infrared (Landsat 1-3 Band B6)","center_wavelength":0.75,"full_width_half_max":0.1},{"name":"B7","common_name":"nir09","description":"Near + infrared (Landsat 1-3 Band B7)","center_wavelength":0.95,"full_width_half_max":0.3},{"name":"B1","common_name":"green","description":"Visible + green (Landsat 4-5 Band B1)","center_wavelength":0.55,"full_width_half_max":0.1},{"name":"B2","common_name":"red","description":"Visible + red (Landsat 4-5 Band B2)","center_wavelength":0.65,"full_width_half_max":0.1},{"name":"B3","common_name":"nir08","description":"Near + infrared (Landsat 4-5 Band B3)","center_wavelength":0.75,"full_width_half_max":0.1},{"name":"B4","common_name":"nir09","description":"Near + infrared (Landsat 4-5 Band B4)","center_wavelength":0.95,"full_width_half_max":0.3}],"platform":["landsat-1","landsat-2","landsat-3","landsat-4","landsat-5"],"instruments":["mss"],"view:off_nadir":[0]},"description":"Landsat + Collection 2 Level-1 data, consisting of quantized and calibrated scaled Digital + Numbers (DN) representing the multispectral image data. These [Level-1](https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data) + data can be [rescaled](https://www.usgs.gov/landsat-missions/using-usgs-landsat-level-1-data-product) + to top of atmosphere (TOA) reflectance and/or radiance. Thermal band data + can be rescaled to TOA brightness temperature.\n\nThis dataset represents + the global archive of Level-1 data from [Landsat Collection 2](https://www.usgs.gov/core-science-systems/nli/landsat/landsat-collection-2) + acquired by the [Multispectral Scanner System](https://landsat.gsfc.nasa.gov/multispectral-scanner-system/) + onboard Landsat 1 through Landsat 5 from July 7, 1972 to January 7, 2013. + Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.\n","item_assets":{"red":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red + Band","eo:bands":[{"common_name":"red","description":"Visible red","center_wavelength":0.65,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"green":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green + Band","eo:bands":[{"common_name":"green","description":"Visible green","center_wavelength":0.55,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"nir08":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Near + Infrared Band 0.8","eo:bands":[{"common_name":"nir08","description":"Near + infrared","center_wavelength":0.75,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"nir09":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Near + Infrared Band 0.9","eo:bands":[{"common_name":"nir09","description":"Near + infrared","center_wavelength":0.95,"full_width_half_max":0.3}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"mtl.txt":{"type":"text/plain","roles":["metadata"],"title":"Product + Metadata File (txt)","description":"Collection 2 Level-1 Product Metadata + File (txt)"},"mtl.xml":{"type":"application/xml","roles":["metadata"],"title":"Product + Metadata File (xml)","description":"Collection 2 Level-1 Product Metadata + File (xml)"},"mtl.json":{"type":"application/json","roles":["metadata"],"title":"Product + Metadata File (json)","description":"Collection 2 Level-1 Product Metadata + File (json)"},"qa_pixel":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud"],"title":"Pixel + Quality Assessment Band","description":"Collection 2 Level-1 Pixel Quality + Assessment Band (QA_PIXEL)","raster:bands":[{"unit":"bit index","nodata":1,"data_type":"uint16","spatial_resolution":60}],"classification:bitfields":[{"name":"fill","length":1,"offset":0,"classes":[{"name":"not_fill","value":0,"description":"Image + data"},{"name":"fill","value":1,"description":"Fill data"}],"description":"Image + or fill data"},{"name":"cloud","length":1,"offset":3,"classes":[{"name":"not_cloud","value":0,"description":"Cloud + confidence is not high"},{"name":"cloud","value":1,"description":"High confidence + cloud"}],"description":"Cloud mask"},{"name":"cloud_confidence","length":2,"offset":8,"classes":[{"name":"not_set","value":0,"description":"No + confidence level set"},{"name":"low","value":1,"description":"Low confidence + cloud"},{"name":"reserved","value":2,"description":"Reserved - value not used"},{"name":"high","value":3,"description":"High + confidence cloud"}],"description":"Cloud confidence levels"}]},"qa_radsat":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["saturation"],"title":"Radiometric + Saturation and Dropped Pixel Quality Assessment Band","description":"Collection + 2 Level-1 Radiometric Saturation and Dropped Pixel Quality Assessment Band + (QA_RADSAT)","raster:bands":[{"unit":"bit index","data_type":"uint16","spatial_resolution":60}],"classification:bitfields":[{"name":"band1","length":1,"offset":0,"classes":[{"name":"not_saturated","value":0,"description":"Band + 1 not saturated"},{"name":"saturated","value":1,"description":"Band 1 saturated"}],"description":"Band + 1 radiometric saturation"},{"name":"band2","length":1,"offset":1,"classes":[{"name":"not_saturated","value":0,"description":"Band + 2 not saturated"},{"name":"saturated","value":1,"description":"Band 2 saturated"}],"description":"Band + 2 radiometric saturation"},{"name":"band3","length":1,"offset":2,"classes":[{"name":"not_saturated","value":0,"description":"Band + 3 not saturated"},{"name":"saturated","value":1,"description":"Band 3 saturated"}],"description":"Band + 3 radiometric saturation"},{"name":"band4","length":1,"offset":3,"classes":[{"name":"not_saturated","value":0,"description":"Band + 4 not saturated"},{"name":"saturated","value":1,"description":"Band 4 saturated"}],"description":"Band + 4 radiometric saturation"},{"name":"band5","length":1,"offset":4,"classes":[{"name":"not_saturated","value":0,"description":"Band + 5 not saturated"},{"name":"saturated","value":1,"description":"Band 5 saturated"}],"description":"Band + 5 radiometric saturation"},{"name":"band6","length":1,"offset":5,"classes":[{"name":"not_saturated","value":0,"description":"Band + 6 not saturated"},{"name":"saturated","value":1,"description":"Band 6 saturated"}],"description":"Band + 6 radiometric saturation"},{"name":"band7","length":1,"offset":6,"classes":[{"name":"not_saturated","value":0,"description":"Band + 7 not saturated"},{"name":"saturated","value":1,"description":"Band 7 saturated"}],"description":"Band + 7 radiometric saturation"},{"name":"dropped","length":1,"offset":9,"classes":[{"name":"not_dropped","value":0,"description":"Detector + has a value - pixel present"},{"name":"dropped","value":1,"description":"Detector + does not have a value - no data"}],"description":"Dropped pixel"}]}},"stac_version":"1.0.0","msft:group_id":"landsat","msft:container":"landsat-c2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"landsateuwest","msft:short_description":"Landsat + Collection 2 Level-1 data from the Multispectral Scanner System (MSS) onboard + Landsat 1 through Landsat 5.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2437' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:24 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181824Z-r15d8f49c9bvcc9zhC1YTOs9c00000000700000000003pa9 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc + response: + body: + string: '{"id":"drcog-lulc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc"},{"rel":"license","href":"https://drcog.org/legal-terms","type":"text/html","title":"DRCOG + Legal Terms"},{"rel":"describedby","href":"https://gis.drcog.org/rdc/supplemental/lulc_pilot_report.zip","type":"application/zip","title":"Supplemental + Information"},{"rel":"original","href":"https://landcoverarchive.s3.amazonaws.com/2018/lulc_pilot_raster_2018.zip","type":"application/zip","title":"Land_Cover_Raster_Data_2018"},{"rel":"original","href":"https://landcoverarchive.s3.amazonaws.com/2020/DRCOG_2020_Landcover.zip","type":"application/zip","title":"Land_Cover_Raster_Data_2020"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/drcog-lulc","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Denver + Regional Council of Governments Land Use Land Cover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/drcog-lulc.png","type":"image/png","roles":["thumbnail"],"title":"DRCOG + LULC"},"geoparquet-items":{"href":"abfs://items/drcog-lulc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-105.93962510864995,39.10438697007073,-103.66801443832743,40.320593119647256],[-105.54671456161505,39.54013841830152,-104.46335720577567,39.94430501943824]]},"temporal":{"interval":[["2018-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land + Cover","Land Use","NAIP","USDA"],"providers":[{"url":"https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project","name":"Denver + Regional Council of Governments","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"mission":["2018 + DRCOG LULC pilot study covering 1,000 square miles","2020 DRCOG LULC study + covering 6,000 square miles"]},"description":"The [Denver Regional Council + of Governments (DRCOG) Land Use/Land Cover (LULC)](https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project) + datasets are developed in partnership with the [Babbit Center for Land and + Water Policy](https://www.lincolninst.edu/our-work/babbitt-center-land-water-policy) + and the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/)''s + Conservation Innovation Center (CIC). DRCOG LULC includes 2018 data at 3.28ft + (1m) resolution covering 1,000 square miles and 2020 data at 1ft resolution + covering 6,000 square miles of the Denver, Colorado region. The classification + data is derived from the USDA''s 1m National Agricultural Imagery Program + (NAIP) aerial imagery and leaf-off aerial ortho-imagery captured as part of + the [Denver Regional Aerial Photography Project](https://drcog.org/services-and-resources/data-maps-and-modeling/denver-regional-aerial-photography-project) + (6in resolution everywhere except the mountainous regions to the west, which + are 1ft resolution).","item_assets":{"data":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"DRCOG LULC","description":"Denver + Regional Council of Governments (DRCOG) Land Use Land Cover (LULC) Classifications","raster:bands":[{"unit":"usft","sampling":"area","data_type":"uint8","description":"Classification + values"}],"classification:classes":[{"value":1,"color_hint":"FF0000","description":"Structures"},{"value":2,"color_hint":"B2B2B2","description":"Impervious + Surfaces"},{"value":3,"color_hint":"00A9E6","description":"Water"},{"value":4,"color_hint":"C7D79E","description":"Prairie/Grassland/Natural + Ground Cover"},{"value":5,"color_hint":"267300","description":"Tree Canopy"},{"value":6,"color_hint":"70A800","description":"Turf/Irrigated + Land"},{"value":7,"color_hint":"FFEBAF","description":"Barren Land"},{"value":8,"color_hint":"FFAE42","description":"Cropland"}]}},"stac_version":"1.0.0","msft:container":"drcog-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"2018 + and 2020 Land Use/Land Cover classification of the Denver, Colorado region.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1890' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:25 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181824Z-174fc647fd5h62jvhC1YTOuwg40000000asg000000001em1 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7 + response: + body: + string: '{"id":"chesapeake-lc-7","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf","type":"application/pdf","title":"User + Guide"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data + Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-7","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake + Land Cover (7-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-7-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake + Land Cover (7-class) Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14658496196135,36.21291717905733,-73.27357561029186,44.77821441524524]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land + Cover","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/","name":"Chesapeake + Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A + high-resolution 1-meter [land cover data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) + in raster format for the entire Chesapeake Bay watershed based on 2013-2014 + imagery from the National Agriculture Imagery Program (NAIP). The product + area encompasses over 250,000 square kilometers in New York, Pennsylvania, + Maryland, Delaware, West Virginia, Virginia, and the District of Columbia. + The dataset was created by the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/) + [Conservation Innovation Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) + for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is + a regional partnership of EPA, other federal, state, and local agencies and + governments, nonprofits, and academic institutions, that leads and directs + Chesapeake Bay restoration efforts. \n\nThe dataset is composed of a uniform + set of 7 land cover classes. Additional information is available in a [User + Guide](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf). + Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land + Cover Classes","raster:bands":[{"nodata":15,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"00C5FF","description":"Water"},{"value":2,"color-hint":"267300","description":"Tree + Canopy and Shrubs"},{"value":3,"color-hint":"A3FF73","description":"Low Vegetation"},{"value":4,"color-hint":"FFAA00","description":"Barren"},{"value":5,"color-hint":"9C9C9C","description":"Impervious + Surfaces"},{"value":6,"color-hint":"000000","description":"Impervious Roads"},{"value":7,"color-hint":"C500FF","description":"Aberdeen + Proving Ground"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake + Bay Watershed land cover product with 7 classes at 1m resolution.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1656' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:26 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181825Z-r15d8f49c9b24v5khC1YTOfdeg00000003s0000000001fsk + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13 + response: + body: + string: '{"id":"chesapeake-lc-13","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf","type":"application/pdf","title":"User + Guide"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/03/LC_Class_Descriptions.pdf","type":"application/pdf","title":"Class + Descriptions"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data + Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-13","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake + Land Cover (13-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-13-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake + Land Cover (13-class) Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14658496196135,36.21291717905733,-73.27357561029186,44.77821441524524]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land + Cover","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/","name":"Chesapeake + Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A + high-resolution 1-meter [land cover data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) + in raster format for the entire Chesapeake Bay watershed based on 2013-2014 + imagery from the National Agriculture Imagery Program (NAIP). The product + area encompasses over 250,000 square kilometers in New York, Pennsylvania, + Maryland, Delaware, West Virginia, Virginia, and the District of Columbia. + The dataset was created by the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/) + [Conservation Innovation Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) + for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is + a regional partnership of EPA, other federal, state, and local agencies and + governments, nonprofits, and academic institutions, that leads and directs + Chesapeake Bay restoration efforts. \n\nThe dataset is composed of 13 land + cover classes, although not all classes are used in all areas. Additional + information is available in a [User Guide](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf) + and [Class Description](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/03/LC_Class_Descriptions.pdf) + document. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) + format.","item_assets":{"data":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land + Cover Classes","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"00C5FF","description":"Water"},{"value":2,"color-hint":"00A884","description":"Emergent + Wetlands"},{"value":3,"color-hint":"267300","description":"Tree Canopy"},{"value":4,"color-hint":"4CE600","description":"Shrubland"},{"value":5,"color-hint":"A3FF73","description":"Low + Vegetation"},{"value":6,"color-hint":"FFAA00","description":"Barren"},{"value":7,"color-hint":"FF0000","description":"Structures"},{"value":8,"color-hint":"9C9C9C","description":"Impervious + Surfaces"},{"value":9,"color-hint":"000000","description":"Impervious Roads"},{"value":10,"color-hint":"737300","description":"Tree + Canopy over Structures"},{"value":11,"color-hint":"E6E600","description":"Tree + Canopy over Impervious Surfaces"},{"value":12,"color-hint":"FFFF73","description":"Tree + Canopy over impervious Roads"},{"value":13,"color-hint":"C500FF","description":"Aberdeen + Proving Ground"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake + Bay Watershed land cover product with 13 classes at 1m resolution.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1795' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:26 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181826Z-r159ff9f48bsqs4rhC1YTOhcrc00000004ug000000007t59 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu + response: + body: + string: '{"id":"chesapeake-lu","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2018/11/2013-Phase-6-Mapped-Land-Use-Definitions-Updated-PC-11302018.pdf","type":"application/pdf","title":"Class + Descriptions"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data + Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lu","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake + Land Use","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lu-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake + Land Use Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14648244566828,36.18730972451623,-73.11082086653798,44.7781991560751]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land + Use","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/","name":"Chesapeake + Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A + high-resolution 1-meter [land use data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/) + in raster format for the entire Chesapeake Bay watershed. The dataset was + created by modifying the 2013-2014 high-resolution [land cover dataset](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) + using 13 ancillary datasets including data on zoning, land use, parcel boundaries, + landfills, floodplains, and wetlands. The product area encompasses over 250,000 + square kilometers in New York, Pennsylvania, Maryland, Delaware, West Virginia, + Virginia, and the District of Columbia. The dataset was created by the [Chesapeake + Conservancy](https://www.chesapeakeconservancy.org/) [Conservation Innovation + Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) + for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is + a regional partnership of EPA, other federal, state, and local agencies and + governments, nonprofits, and academic institutions that leads and directs + Chesapeake Bay restoration efforts.\n\nThe dataset is composed of 17 land + use classes in Virginia and 16 classes in all other jurisdictions. Additional + information is available in a land use [Class Description](https://www.chesapeakeconservancy.org/wp-content/uploads/2018/11/2013-Phase-6-Mapped-Land-Use-Definitions-Updated-PC-11302018.pdf) + document. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) + format.","item_assets":{"data":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land + Use Classes","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"000000","description":"Impervious + Roads"},{"value":2,"color-hint":"730000","description":"Impervious Non-Roads"},{"value":3,"color-hint":"55FF00","description":"Tree + Canopy over Impervious Surfaces"},{"value":4,"color-hint":"0070FF","description":"Water"},{"value":5,"color-hint":"00FFC5","description":"Tidal + Wetlands"},{"value":6,"color-hint":"00E6A9","description":"Floodplain Wetlands"},{"value":7,"color-hint":"00E6A9","description":"Other + Wetlands"},{"value":8,"color-hint":"267300","description":"Forest"},{"value":9,"color-hint":"AAFF00","description":"Tree + Canopy over Turf Grass"},{"value":10,"color-hint":"A87000","description":"Mixed + Open"},{"value":11,"color-hint":"FFBEE8","description":"Fractional Turf (small)"},{"value":12,"color-hint":"FFBEE8","description":"Fractional + Turf (medium)"},{"value":13,"color-hint":"FFBEE8","description":"Fractional + Turf (large)"},{"value":14,"color-hint":"C500FF","description":"Fractional + Impervious"},{"value":15,"color-hint":"FFFF73","description":"Turf Grass"},{"value":16,"color-hint":"E69800","description":"Cropland"},{"value":17,"color-hint":"E69800","description":"Pasture/Hay"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake + Bay Watershed land use product with 17 classes at 1m resolution.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1865' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:27 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181827Z-r159ff9f48bbldzfhC1YTOreww000000019g000000005wc6 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1 + response: + body: + string: '{"id":"noaa-mrms-qpe-1h-pass1","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS + Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS + Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS + QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass1","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"NOAA + MRMS QPE 1-Hour Pass 1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass1-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA + MRMS QPE 1-Hour Pass 1 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-1h-pass1.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United + States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA + National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[1],"noaa_mrms_qpe:period":[1],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The + [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) + products are seamless 1-km mosaics of precipitation accumulation covering + the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The + products are automatically generated through integration of data from multiple + radars and radar networks, surface and satellite observations, numerical weather + prediction (NWP) models, and climatology. The products are updated hourly + at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass + 2\" product. The Pass 1 product is available with a 60-minute latency and + includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 + minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken + into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis + Collection contains the **1-Hour Pass 1** sub-product, i.e., 1-hour cumulative + precipitation accumulation with a 1-hour latency. The data are available in + [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original + source GRIB2 format files. The GRIB2 files are delivered to Azure as part + of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n","item_assets":{"cog":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed + Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original + GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated + multi-sensor cumulative precipation estimate for the past hour with a 1-hour + latency.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1918' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:28 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181827Z-r159ff9f48bkg8cnhC1YTOec680000000d0g00000000ahe1 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2 + response: + body: + string: '{"id":"noaa-mrms-qpe-1h-pass2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS + Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS + Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS + QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass2","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"NOAA + MRMS QPE 1-Hour Pass 2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA + MRMS QPE 1-Hour Pass 2 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-1h-pass2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United + States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA + National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[2],"noaa_mrms_qpe:period":[1],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The + [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) + products are seamless 1-km mosaics of precipitation accumulation covering + the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The + products are automatically generated through integration of data from multiple + radars and radar networks, surface and satellite observations, numerical weather + prediction (NWP) models, and climatology. The products are updated hourly + at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass + 2\" product. The Pass 1 product is available with a 60-minute latency and + includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 + minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken + into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis + Collection contains the **1-Hour Pass 2** sub-product, i.e., 1-hour cumulative + precipitation accumulation with a 2-hour latency. The data are available in + [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original + source GRIB2 format files. The GRIB2 files are delivered to Azure as part + of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n","item_assets":{"cog":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed + Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original + GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated + multi-sensor cumulative precipation estimate for the past hour with a 2-hour + latency.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1921' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:28 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181828Z-r159ff9f48bbldzfhC1YTOreww00000001a0000000004fx1 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly + response: + body: + string: '{"id":"noaa-nclimgrid-monthly","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"cite-as","href":"https://doi.org/10.7289/V5SX6B56","type":"text/html","title":"NOAA + Monthly U.S. Climate Gridded Dataset (NClimGrid)"},{"rel":"license","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332#Constraints","type":"text/html","title":"NClimGrid + Data Use and Access Constraints"},{"rel":"about","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332","type":"text/html","title":"Product + Landing Page"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-nclimgrid-monthly","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Monthly + NOAA U.S. Climate Gridded Dataset (NClimGrid)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-nclimgrid-monthly-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Monthly + NOAA NClimGrid Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-nclimgrid-monthly.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.708333,24.541666,-66.999995,49.375001]]},"temporal":{"interval":[["1895-01-01T00:00:00Z",null]]}},"license":"proprietary","sci:doi":"10.7289/V5SX6B56","keywords":["United + States","NOAA","NClimGrid","Climate","Precipitation","Temperature"],"providers":[{"url":"https://www.ncei.noaa.gov/","name":"NOAA + National Centers for Environmental Information","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"The + [NOAA U.S. Climate Gridded Dataset (NClimGrid)](https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332) + consists of four climate variables derived from the [Global Historical Climatology + Network daily (GHCNd)](https://www.ncei.noaa.gov/products/land-based-station/global-historical-climatology-network-daily) + dataset: maximum temperature, minimum temperature, average temperature, and + precipitation. The data is provided in 1/24 degree lat/lon (nominal 5x5 kilometer) + grids for the Continental United States (CONUS). \n\nNClimGrid data is available + in monthly and daily temporal intervals, with the daily data further differentiated + as \"prelim\" (preliminary) or \"scaled\". Preliminary daily data is available + within approximately three days of collection. Once a calendar month of preliminary + daily data has been collected, it is scaled to match the corresponding monthly + value. Monthly data is available from 1895 to the present. Daily preliminary + and daily scaled data is available from 1951 to the present. \n\nThis Collection + contains **Monthly** data. See the journal publication [\"Improved Historical + Temperature and Precipitation Time Series for U.S. Climate Divisions\"](https://journals.ametsoc.org/view/journals/apme/53/5/jamc-d-13-0248.1.xml) + for more information about monthly gridded data.\n\nUsers of all NClimGrid + data product should be aware that [NOAA advertises](https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332) + that:\n>\"On an annual basis, approximately one year of ''final'' NClimGrid + data is submitted to replace the initially supplied ''preliminary'' data for + the same time period. Users should be sure to ascertain which level of data + is required for their research.\"\n\nThe source NetCDF files are delivered + to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n\n*Note*: + The Planetary Computer currently has STAC metadata for just the monthly collection. + We''ll have STAC metadata for daily data in our next release. In the meantime, + you can access the daily NetCDF data directly from Blob Storage using the + storage container at `https://nclimgridwesteurope.blob.core.windows.net/nclimgrid`. + See https://planetarycomputer.microsoft.com/docs/concepts/data-catalog/#access-patterns + for more.*\n","item_assets":{"prcp":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Monthly Precipitation (mm)","raster:bands":[{"unit":"mm","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tavg":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly + Average Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tmax":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly + Maximmum Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tmin":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly + Minimum Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]}},"sci:citation":"Vose, + Russell S., Applequist, Scott, Squires, Mike, Durre, Imke, Menne, Matthew + J., Williams, Claude N. Jr., Fenimore, Chris, Gleason, Karin, and Arndt, Derek + (2014): NOAA Monthly U.S. Climate Gridded Dataset (NClimGrid), Version 1. + NOAA National Centers for Environmental Information. DOI:10.7289/V5SX6B56.","stac_version":"1.0.0","msft:group_id":"noaa-nclimgrid","msft:container":"nclimgrid-cogs","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json"],"sci:publications":[{"doi":"10.1175/JAMC-D-13-0248.1","citation":"Vose, + R. S., Applequist, S., Squires, M., Durre, I., Menne, M. J., Williams, C. + N., Jr., Fenimore, C., Gleason, K., & Arndt, D. (2014). Improved Historical + Temperature and Precipitation Time Series for U.S. Climate Divisions, Journal + of Applied Meteorology and Climatology, 53(5), 1232-1251."}],"msft:storage_account":"nclimgridwesteurope","msft:short_description":"Gridded + surface observations of monthly temperature and precipitation for the continental + United States","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2474' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:29 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181828Z-r159ff9f48b6rnlxhC1YTO0cpg000000046g000000002m9z + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl + response: + body: + string: '{"id":"usda-cdl","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl"},{"rel":"about","href":"https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php","title":"Product + Landing Page"},{"rel":"license","href":"https://www.nass.usda.gov/Research_and_Science/Cropland/sarsfaqs2.php#Section3_5.0","title":"Redistribution + information"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usda-cdl","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USDA + Cropland Data Layers (CDLs)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usda-cdl-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USDA + Cropland Data Layer (CDL) thumbnail"}},"extent":{"spatial":{"bbox":[[-127.887212,22.94027,-65.345507,51.603492]]},"temporal":{"interval":[["2008-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["USDA","United + States","Land Cover","Land Use","Agriculture"],"providers":[{"url":"https://www.nass.usda.gov/","name":"United + States Department of Agriculture - National Agricultural Statistics Service","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"usda_cdl:type":["cropland","frequency","cultivated"]},"description":"The + Cropland Data Layer (CDL) is a product of the USDA National Agricultural Statistics + Service (NASS) with the mission \"to provide timely, accurate and useful statistics + in service to U.S. agriculture\" (Johnson and Mueller, 2010, p. 1204). The + CDL is a crop-specific land cover classification product of more than 100 + crop categories grown in the United States. CDLs are derived using a supervised + land cover classification of satellite imagery. The supervised classification + relies on first manually identifying pixels within certain images, often called + training sites, which represent the same crop or land cover type. Using these + training sites, a spectral signature is developed for each crop type that + is then used by the analysis software to identify all other pixels in the + satellite image representing the same crop. Using this method, a new CDL is + compiled annually and released to the public a few months after the end of + the growing season.\n\nThis collection includes Cropland, Confidence, Cultivated, + and Frequency products.\n\n- Cropland: Crop-specific land cover data created + annually. There are currently four individual crop frequency data layers that + represent four major crops: corn, cotton, soybeans, and wheat.\n- Confidence: + The predicted confidence associated with an output pixel. A value of zero + indicates low confidence, while a value of 100 indicates high confidence.\n- + Cultivated: cultivated and non-cultivated land cover for CONUS based on land + cover information derived from the 2017 through 2021 Cropland products.\n- + Frequency: crop specific planting frequency based on land cover information + derived from the 2008 through 2021 Cropland products.\n\nFor more, visit the + [Cropland Data Layer homepage](https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php).","item_assets":{"corn":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"wheat":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"cotton":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"cropland":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":1,"color_hint":"FFD200","description":"Corn"},{"value":2,"color_hint":"FF2525","description":"Cotton"},{"value":3,"color_hint":"00A8E3","description":"Rice"},{"value":4,"color_hint":"FF9E0A","description":"Sorghum"},{"value":5,"color_hint":"256F00","description":"Soybeans"},{"value":6,"color_hint":"FFFF00","description":"Sunflower"},{"value":10,"color_hint":"6FA400","description":"Peanuts"},{"value":11,"color_hint":"00AE4A","description":"Tobacco"},{"value":12,"color_hint":"DDA40A","description":"Sweet + Corn"},{"value":13,"color_hint":"DDA40A","description":"Pop or Orn Corn"},{"value":14,"color_hint":"7DD2FF","description":"Mint"},{"value":21,"color_hint":"E1007B","description":"Barley"},{"value":22,"color_hint":"886153","description":"Durum + Wheat"},{"value":23,"color_hint":"D7B56B","description":"Spring Wheat"},{"value":24,"color_hint":"A46F00","description":"Winter + Wheat"},{"value":25,"color_hint":"D59EBB","description":"Other Small Grains"},{"value":26,"color_hint":"6F6F00","description":"Winter + Wheat/Soybeans"},{"value":27,"color_hint":"AC007B","description":"Rye"},{"value":28,"color_hint":"9F5888","description":"Oats"},{"value":29,"color_hint":"6F0048","description":"Millet"},{"value":30,"color_hint":"D59EBB","description":"Speltz"},{"value":31,"color_hint":"D1FF00","description":"Canola"},{"value":32,"color_hint":"7D99FF","description":"Flaxseed"},{"value":33,"color_hint":"D5D500","description":"Safflower"},{"value":34,"color_hint":"D1FF00","description":"Rape + Seed"},{"value":35,"color_hint":"00AE4A","description":"Mustard"},{"value":36,"color_hint":"FFA4E1","description":"Alfalfa"},{"value":37,"color_hint":"A4F18B","description":"Other + Hay/Non Alfalfa"},{"value":38,"color_hint":"00AE4A","description":"Camelina"},{"value":39,"color_hint":"D59EBB","description":"Buckwheat"},{"value":41,"color_hint":"A800E3","description":"Sugarbeets"},{"value":42,"color_hint":"A40000","description":"Dry + Beans"},{"value":43,"color_hint":"6F2500","description":"Potatoes"},{"value":44,"color_hint":"00AE4A","description":"Other + Crops"},{"value":45,"color_hint":"B07DFF","description":"Sugarcane"},{"value":46,"color_hint":"6F2500","description":"Sweet + Potatoes"},{"value":47,"color_hint":"FF6666","description":"Misc. Vegs & Fruits"},{"value":48,"color_hint":"FF6666","description":"Watermelons"},{"value":49,"color_hint":"FFCC66","description":"Onions"},{"value":50,"color_hint":"FF6666","description":"Cucumbers"},{"value":51,"color_hint":"00AE4A","description":"Chick + Peas"},{"value":52,"color_hint":"00DDAE","description":"Lentils"},{"value":53,"color_hint":"53FF00","description":"Peas"},{"value":54,"color_hint":"F1A277","description":"Tomatoes"},{"value":55,"color_hint":"FF6666","description":"Caneberries"},{"value":56,"color_hint":"00AE4A","description":"Hops"},{"value":57,"color_hint":"7DD2FF","description":"Herbs"},{"value":58,"color_hint":"E8BEFF","description":"Clover/Wildflowers"},{"value":59,"color_hint":"AEFFDD","description":"Sod/Grass + Seed"},{"value":60,"color_hint":"00AE4A","description":"Switchgrass"},{"value":61,"color_hint":"BEBE77","description":"Fallow/Idle + Cropland"},{"value":63,"color_hint":"92CC92","description":"Forest"},{"value":64,"color_hint":"C5D59E","description":"Shrubland"},{"value":65,"color_hint":"CCBEA2","description":"Barren"},{"value":66,"color_hint":"FF00FF","description":"Cherries"},{"value":67,"color_hint":"FF8EAA","description":"Peaches"},{"value":68,"color_hint":"B9004F","description":"Apples"},{"value":69,"color_hint":"6F4488","description":"Grapes"},{"value":70,"color_hint":"007777","description":"Christmas + Trees"},{"value":71,"color_hint":"B09A6F","description":"Other Tree Crops"},{"value":72,"color_hint":"FFFF7D","description":"Citrus"},{"value":74,"color_hint":"B56F5B","description":"Pecans"},{"value":75,"color_hint":"00A482","description":"Almonds"},{"value":76,"color_hint":"E9D5AE","description":"Walnuts"},{"value":77,"color_hint":"B09A6F","description":"Pears"},{"value":81,"color_hint":"F1F1F1","description":"Clouds/No + Data"},{"value":82,"color_hint":"9A9A9A","description":"Developed"},{"value":83,"color_hint":"4A6fA2","description":"Water"},{"value":87,"color_hint":"7DB0B0","description":"Wetlands"},{"value":88,"color_hint":"E8FFBE","description":"Nonag/Undefined"},{"value":92,"color_hint":"00FFFF","description":"Aquaculture"},{"value":111,"color_hint":"4A6FA2","description":"Open + Water"},{"value":112,"color_hint":"D2E1F8","description":"Perennial Ice/Snow"},{"value":121,"color_hint":"9A9A9A","description":"Developed/Open + Space"},{"value":122,"color_hint":"9A9A9A","description":"Developed/Low Intensity"},{"value":123,"color_hint":"9A9A9A","description":"Developed/Med + Intensity"},{"value":124,"color_hint":"9A9A9A","description":"Developed/High + Intensity"},{"value":131,"color_hint":"CCBEA2","description":"Barren"},{"value":141,"color_hint":"92CC92","description":"Deciduous + Forest"},{"value":142,"color_hint":"92CC92","description":"Evergreen Forest"},{"value":143,"color_hint":"92CC92","description":"Mixed + Forest"},{"value":152,"color_hint":"C5D59E","description":"Shrubland"},{"value":176,"color_hint":"E8FFBE","description":"Grassland/Pasture"},{"value":190,"color_hint":"7DB0B0","description":"Woody + Wetlands"},{"value":195,"color_hint":"7DB0B0","description":"Herbaceous Wetlands"},{"value":204,"color_hint":"00FF8B","description":"Pistachios"},{"value":205,"color_hint":"D59EBB","description":"Triticale"},{"value":206,"color_hint":"FF6666","description":"Carrots"},{"value":207,"color_hint":"FF6666","description":"Asparagus"},{"value":208,"color_hint":"FF6666","description":"Garlic"},{"value":209,"color_hint":"FF6666","description":"Cantaloupes"},{"value":210,"color_hint":"FF8EAA","description":"Prunes"},{"value":211,"color_hint":"334833","description":"Olives"},{"value":212,"color_hint":"E36F25","description":"Oranges"},{"value":213,"color_hint":"FF6666","description":"Honeydew + Melons"},{"value":214,"color_hint":"FF6666","description":"Broccoli"},{"value":215,"color_hint":"66994B","description":"Avocados"},{"value":216,"color_hint":"FF6666","description":"Peppers"},{"value":217,"color_hint":"B09A6F","description":"Pomegranates"},{"value":218,"color_hint":"FF8EAA","description":"Nectarines"},{"value":219,"color_hint":"FF6666","description":"Greens"},{"value":220,"color_hint":"FF8EAA","description":"Plums"},{"value":221,"color_hint":"FF6666","description":"Strawberreis"},{"value":222,"color_hint":"FF6666","description":"Squash"},{"value":223,"color_hint":"FF8EAA","description":"Apricots"},{"value":224,"color_hint":"00AE4A","description":"Vetch"},{"value":225,"color_hint":"FFD200","description":"Winter + Wheat/Corn"},{"value":226,"color_hint":"FFD200","description":"Oats/Corn"},{"value":227,"color_hint":"FF6666","description":"Lettuce"},{"value":228,"color_hint":"FF6666","description":"Triticale/Corn"},{"value":229,"color_hint":"FF6666","description":"Pumpkins"},{"value":230,"color_hint":"886153","description":"Lettuce/Durum + Wheat"},{"value":231,"color_hint":"FF6666","description":"Lettuce/Cataloupe"},{"value":232,"color_hint":"FF2525","description":"Lettuce/Cotton"},{"value":233,"color_hint":"A1007B","description":"Lettuce/Barley"},{"value":234,"color_hint":"FF9E0A","description":"Durum + Wheat/Sorghum"},{"value":235,"color_hint":"FF9E0A","description":"Barley/Sorghum"},{"value":236,"color_hint":"A46F00","description":"Winter + Wheat/Sorghum"},{"value":237,"color_hint":"FFD200","description":"Barley/Corn"},{"value":238,"color_hint":"A46F00","description":"Winter + Wheat/Cotton"},{"value":239,"color_hint":"256F00","description":"Soybeans/Cotton"},{"value":240,"color_hint":"256F00","description":"Soybeans/Oats + "},{"value":241,"color_hint":"FFD200","description":"Corn/Soybeans"},{"value":242,"color_hint":"000099","description":"Blueberries"},{"value":243,"color_hint":"FF6666","description":"Cabbage"},{"value":244,"color_hint":"FF6666","description":"Cauliflower"},{"value":245,"color_hint":"FF6666","description":"Celery"},{"value":246,"color_hint":"FF6666","description":"Radishes"},{"value":247,"color_hint":"FF6666","description":"Turnips"},{"value":248,"color_hint":"FF6666","description":"Eggplants"},{"value":249,"color_hint":"FF6666","description":"Gourds"},{"value":250,"color_hint":"FF6666","description":"Cranberries"},{"value":254,"color_hint":"256F00","description":"Barley/Soybeans"}]},"soybeans":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"confidence":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}]},"cultivated":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":1,"color_hint":"000000","description":"Non-Cultivated"},{"value":2,"color_hint":"006300","description":"Cultivated"}]}},"stac_version":"1.0.0","msft:container":"usda-cdl","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"The + UDA Cropland Data Layer is an annual raster, geo-referenced, crop-specific + land cover data layer produced using satellite imagery and extensive agricultural + ground truth collected during the current growing season.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3544' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:29 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181829Z-r159ff9f48b2q84rhC1YTOsqp00000000ce000000000h6cc + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse + response: + body: + string: "{\"id\":\"eclipse\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse\"},{\"rel\":\"license\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Microsoft%20Project%20Eclipse%20API%20Terms%20of%20Use_Mar%202022.pdf\",\"type\":\"application/pdf\",\"title\":\"Terms + of use\"},{\"rel\":\"cite-as\",\"href\":\"https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf\",\"type\":\"application/pdf\",\"title\":\"Eclipse: + An End-to-End Platform for Low-Cost, Hyperlocal Environment Sensing in Cities\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/eclipse\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Urban + Innovation Eclipse Sensor Data\",\"assets\":{\"data\":{\"href\":\"abfs://eclipse/Chicago/\",\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Full + dataset\",\"description\":\"Full parquet dataset\",\"table:storage_options\":{\"account_name\":\"ai4edataeuwest\"}},\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/eclipse-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Urban + Innovation Chicago Sensors\"},\"geoparquet-items\":{\"href\":\"abfs://items/eclipse.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-87.94011408252348,41.64454312178303,-87.5241371038952,42.023038586147585]]},\"temporal\":{\"interval\":[[\"2021-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Eclipse\",\"PM25\",\"air + pollution\"],\"providers\":[{\"url\":\"https://www.microsoft.com/en-us/research/urban-innovation-research/\",\"name\":\"Urban + Innovation\",\"roles\":[\"producer\",\"licensor\",\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"description\":\"The + [Project Eclipse](https://www.microsoft.com/en-us/research/project/project-eclipse/) + Network is a low-cost air quality sensing network for cities and a research + project led by the [Urban Innovation Group]( https://www.microsoft.com/en-us/research/urban-innovation-research/) + at Microsoft Research.\\n\\nProject Eclipse currently includes over 100 locations + in Chicago, Illinois, USA.\\n\\nThis network was deployed starting in July, + 2021, through a collaboration with the City of Chicago, the Array of Things + Project, JCDecaux Chicago, and the Environmental Law and Policy Center as + well as local environmental justice organizations in the city. [This talk]( + https://www.microsoft.com/en-us/research/video/technology-demo-project-eclipse-hyperlocal-air-quality-monitoring-for-cities/) + documents the network design and data calibration strategy.\\n\\n## Storage + resources\\n\\nData are stored in [Parquet](https://parquet.apache.org/) files + in Azure Blob Storage in the West Europe Azure region, in the following blob + container:\\n\\n`https://ai4edataeuwest.blob.core.windows.net/eclipse`\\n\\nWithin + that container, the periodic occurrence snapshots are stored in `Chicago/YYYY-MM-DD`, + where `YYYY-MM-DD` corresponds to the date of the snapshot.\\nEach snapshot + contains a sensor readings from the next 7-days in Parquet format starting + with date on the folder name YYYY-MM-DD.\\nTherefore, the data files for the + first snapshot are at\\n\\n`https://ai4edataeuwest.blob.core.windows.net/eclipse/chicago/2022-01-01/data_*.parquet\\n\\nThe + Parquet file schema is as described below. \\n\\n## Additional Documentation\\n\\nFor + details on Calibration of Pm2.5, O3 and NO2, please see [this PDF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Calibration_Doc_v1.1.pdf).\\n\\n## + License and attribution\\nPlease cite: Daepp, Cabral, Ranganathan et al. (2022) + [Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing + in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy.](https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf)\\n\\n## + Contact\\n\\nFor questions about this dataset, contact [`msrurbanops@microsoft.com`](mailto:msrurbanops@microsoft.com?subject=eclipse%20question) + \\n\\n\\n## Learn more\\n\\nThe [Eclipse Project](https://www.microsoft.com/en-us/research/urban-innovation-research/) + contains an overview of the Project Eclipse at Microsoft Research.\\n\\n\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Weekly + dataset\",\"table:storage_options\":{\"account_name\":\"ai4edataeuwest\"}}},\"sci:citation\":\"Daepp, + Cabral, Ranganathan et al. (2022) Eclipse: An End-to-End Platform for Low-Cost, + Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing + in Sensor Networks. Milan, Italy. Eclipse: An End-to-End Platform for Low-Cost, + Hyperlocal Environmental Sensing in Cities\",\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"City\",\"type\":\"byte_array\",\"description\":\"City + where the Microsoft Eclipse device is deployed\"},{\"name\":\"DeviceId\",\"type\":\"int32\",\"description\":\"Id + for a given device\"},{\"name\":\"LocationName\",\"type\":\"byte_array\",\"description\":\"Unique + string describing the device location\"},{\"name\":\"Latitude\",\"type\":\"double\",\"description\":\"Latitude + of the device location\"},{\"name\":\"Longitude\",\"type\":\"double\",\"description\":\"Longitude + of the device location\"},{\"name\":\"ReadingDateTimeUTC\",\"type\":\"int96\",\"description\":\"The + UTC date time string (like 2022-03-04 20:27:25.000) when the reading from + the Eclipse sensor was recorded\"},{\"name\":\"PM25\",\"type\":\"double\",\"description\":\"Uncalibrated + Fine particulate matter (PM 2.5) in \xB5g/m\xB3\"},{\"name\":\"CalibratedPM25\",\"type\":\"double\",\"description\":\"Calibrated + PM 2.5 in \xB5g/m\xB3\"},{\"name\":\"CalibratedO3\",\"type\":\"double\",\"description\":\"Calibrated + Ozone in PPB\"},{\"name\":\"CalibratedNO2\",\"type\":\"double\",\"description\":\"Calibrated + Nitrogen Dioxide in PPB\"},{\"name\":\"CO\",\"type\":\"double\",\"description\":\"Uncalibrated + Carbon monoxide (CO) in PPM\"},{\"name\":\"Temperature\",\"type\":\"double\",\"description\":\"Degree + Celsius\"},{\"name\":\"Humidity\",\"type\":\"double\",\"description\":\"Relative + humidity\"},{\"name\":\"BatteryLevel\",\"type\":\"double\",\"description\":\"Device + battery level in Volts\"},{\"name\":\"PercentBattery\",\"type\":\"double\",\"description\":\"Percent + of device battery\"},{\"name\":\"CellSignal\",\"type\":\"double\",\"description\":\"Cellular + signal strength in dB\"}],\"msft:container\":\"eclipse\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"A + network of low-cost air quality sensing network for cities and led by the + Urban Innovation Group at Microsoft Research\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2506' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:30 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181829Z-r159ff9f48b4kcg2hC1YTOvpb40000000cp000000000gz6b + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc + response: + body: + string: '{"id":"esa-cci-lc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/satellite-land-cover.pdf","type":"text/html","title":"ESA + CCI license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf","type":"text/html","title":"COPERNICUS + license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/vito-proba-v.pdf","type":"text/html","title":"VITO + License"},{"rel":"about","href":"https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover","type":"text/html","title":"Product + Landing Page"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D5.3.1_PUGS_ICDR_LC_v2.1.x_PRODUCTS_v1.1.pdf","type":"application/pdf","title":"Product + user guide for version 2.1"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D3.3.11-v1.0_PUGS_CDR_LC-CCI_v2.0.7cds_Products_v1.0.1_APPROVED_Ver1.pdf","type":"application/pdf","title":"Product + user guide for version 2.0"},{"rel":"cite-as","href":"https://doi.org/10.24381/cds.006f2c9a"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-cci-lc","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ESA + Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA + CCI Land Cover COGs Thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-cci-lc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1992-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","sci:doi":"10.24381/cds.006f2c9a","keywords":["Land + Cover","ESA","CCI","Global"],"providers":[{"url":"https://vito.be","name":"VITO","roles":["licensor"],"description":"Provides + the PROBA-V source data (for v2.0)."},{"url":"https://uclouvain.be","name":"UCLouvain","roles":["producer"],"description":"UCLouvain + produces the dataset (v2.1) for the ESA Climate Change Initiative."},{"url":"https://brockmann-consult.de","name":"Brockmann + Consult","roles":["processor"],"description":"Brockmann Consult is responsible + for the required pre-processing and the distribution of the dataset (v2.1)."},{"url":"http://esa-landcover-cci.org","name":"ESA + Climate Change Initiative","roles":["licensor"],"description":"The ESA Climate + Change Initiative (CCI) is leading the product creation."},{"url":"https://copernicus.eu","name":"Copernicus","roles":["licensor"],"description":"Hosts + the data on the Copernicus Climate Data Store (CDS)."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"esa_cci_lc:version":["2.0.7cds","2.1.1"]},"description":"The + ESA Climate Change Initiative (CCI) [Land Cover dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview) + provides consistent global annual land cover maps at 300m spatial resolution + from 1992 to 2020. The land cover classes are defined using the United Nations + Food and Agriculture Organization''s (UN FAO) [Land Cover Classification System](https://www.fao.org/land-water/land/land-governance/land-resources-planning-toolbox/category/details/en/c/1036361/) + (LCCS). In addition to the land cover maps, four quality flags are produced + to document the reliability of the classification and change detection. \n\nThe + data in this Collection have been converted from the [original NetCDF data](https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf) + to a set of tiled [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) (COGs).\n","item_assets":{"lccs_class":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land + Cover Class Defined in the Land Cover Classification System","description":"Land + cover class per pixel, defined using the Land Cover Classification System + developed by the United Nations Food and Agriculture Organization.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"no-data","value":0,"no_data":true,"color_hint":"000000","description":"No + data"},{"name":"cropland-1","value":10,"color_hint":"FFFF64","description":"Cropland, + rainfed"},{"name":"cropland-1a","value":11,"regional":true,"color_hint":"FFFF64","description":"Cropland, + rainfed, herbaceous cover"},{"name":"cropland-1b","value":12,"regional":true,"color_hint":"FFFF00","description":"Cropland, + rainfed, tree, or shrub cover"},{"name":"cropland-2","value":20,"color_hint":"AAF0F0","description":"Cropland, + irrigated or post-flooding"},{"name":"cropland-3","value":30,"color_hint":"DCF064","description":"Mosaic + cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%)"},{"name":"natural-veg","value":40,"color_hint":"C8C864","description":"Mosaic + natural vegetation (tree, shrub, herbaceous cover) (>50%) / cropland (<50%)"},{"name":"tree-1","value":50,"color_hint":"006400","description":"Tree + cover, broadleaved, evergreen, closed to open (>15%)"},{"name":"tree-2","value":60,"color_hint":"00A000","description":"Tree + cover, broadleaved, deciduous, closed to open (>15%)"},{"name":"tree-2a","value":61,"regional":true,"color_hint":"00A000","description":"Tree + cover, broadleaved, deciduous, closed (>40%)"},{"name":"tree-2b","value":62,"regional":true,"color_hint":"AAC800","description":"Tree + cover, broadleaved, deciduous, open (15-40%)"},{"name":"tree-3","value":70,"color_hint":"003C00","description":"Tree + cover, needleleaved, evergreen, closed to open (>15%)"},{"name":"tree-3a","value":71,"regional":true,"color_hint":"003C00","description":"Tree + cover, needleleaved, evergreen, closed (>40%)"},{"name":"tree-3b","value":72,"regional":true,"color_hint":"005000","description":"Tree + cover, needleleaved, evergreen, open (15-40%)"},{"name":"tree-4","value":80,"color_hint":"285000","description":"Tree + cover, needleleaved, deciduous, closed to open (>15%)"},{"name":"tree-4a","value":81,"regional":true,"color_hint":"285000","description":"Tree + cover, needleleaved, deciduous, closed (>40%)"},{"name":"tree-4b","value":82,"regional":true,"color_hint":"286400","description":"Tree + cover, needleleaved, deciduous, open (15-40%)"},{"name":"tree-5","value":90,"color_hint":"788200","description":"Tree + cover, mixed leaf type (broadleaved and needleleaved)"},{"name":"tree-shrub","value":100,"color_hint":"8CA000","description":"Mosaic + tree and shrub (>50%) / herbaceous cover (<50%)"},{"name":"herbaceous","value":110,"color_hint":"BE9600","description":"Mosaic + herbaceous cover (>50%) / tree and shrub (<50%)"},{"name":"shrubland","value":120,"color_hint":"966400","description":"Shrubland"},{"name":"shrubland-a","value":121,"regional":true,"color_hint":"966400","description":"Evergreen + shrubland"},{"name":"shrubland-b","value":122,"regional":true,"color_hint":"966400","description":"Deciduous + shrubland"},{"name":"grassland","value":130,"color_hint":"FFB432","description":"Grassland"},{"name":"lichens-moses","value":140,"color_hint":"FFDCD2","description":"Lichens + and mosses"},{"name":"sparse-veg","value":150,"color_hint":"FFEBAF","description":"Sparse + vegetation (tree, shrub, herbaceous cover) (<15%)"},{"name":"sparse-veg-a","value":151,"regional":true,"color_hint":"FFC864","description":"Sparse + tree (<15%)"},{"name":"sparse-veg-b","value":152,"regional":true,"color_hint":"FFD278","description":"Sparse + shrub (<15%)"},{"name":"sparse-veg-c","value":153,"regional":true,"color_hint":"FFEBAF","description":"Sparse + herbaceous cover (<15%)"},{"name":"flooded-tree-1","value":160,"color_hint":"00785A","description":"Tree + cover, flooded, fresh or brackish water"},{"name":"flooded-tree-2","value":170,"color_hint":"009678","description":"Tree + cover, flooded, saline water"},{"name":"flooded-shrub-herbaceous","value":180,"color_hint":"00DC82","description":"Shrub + or herbaceous cover, flooded, fresh/saline/brackish water"},{"name":"urban","value":190,"color_hint":"C31400","description":"Urban + areas"},{"name":"bare","value":200,"color_hint":"FFF5D7","description":"Bare + areas"},{"name":"bare-a","value":201,"regional":true,"color_hint":"DCDCDC","description":"Consolidated + bare areas"},{"name":"bare-b","value":202,"regional":true,"color_hint":"FFF5D7","description":"Unconsolidated + bare areas"},{"name":"water","value":210,"color_hint":"0046C8","description":"Water + bodies"},{"name":"snow-ice","value":220,"color_hint":"FFFFFF","description":"Permanent + snow and ice"}]},"change_count":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["quality"],"title":"Number of Class Changes","description":"Number + of years where land cover class changes have occurred, since 1992. 0 for stable, + greater than 0 for changes.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":300}]},"processed_flag":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land + Cover Map Processed Area Flag","description":"Flag to mark areas that could + not be classified.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"not_processed","value":0,"description":"Not + processed"},{"name":"processed","value":1,"description":"Processed"}]},"observation_count":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Number + of Valid Observations","description":"Number of valid satellite observations + that have contributed to each pixel''s classification.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":300}]},"current_pixel_state":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land + Cover Pixel Type Mask","description":"Pixel identification from satellite + surface reflectance observations, mainly distinguishing between land, water, + and snow/ice.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"land","value":1,"description":"Clear + land"},{"name":"water","value":2,"description":"Clear water"},{"name":"snow","value":3,"description":"Clear + snow / ice"},{"name":"cloud","value":4,"description":"Cloud"},{"name":"cloud_shadow","value":5,"description":"Cloud + shadow"},{"name":"filled","value":6,"description":"Filled"}]}},"stac_version":"1.0.0","msft:group_id":"esa-cci-lc","msft:container":"esa-cci-lc","stac_extensions":["https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Tiled + ESA CCI global land cover maps in COG format","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3260' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:31 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181830Z-r159ff9f48bcg9vwhC1YTO7k3w0000000d0g00000000cun8 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf + response: + body: + string: '{"id":"esa-cci-lc-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/satellite-land-cover.pdf","type":"text/html","title":"ESA + CCI license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf","type":"text/html","title":"COPERNICUS + license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/vito-proba-v.pdf","type":"text/html","title":"VITO + License"},{"rel":"about","href":"https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover","type":"text/html","title":"Product + Landing Page"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D5.3.1_PUGS_ICDR_LC_v2.1.x_PRODUCTS_v1.1.pdf","type":"application/pdf","title":"Product + user guide for version 2.1"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D3.3.11-v1.0_PUGS_CDR_LC-CCI_v2.0.7cds_Products_v1.0.1_APPROVED_Ver1.pdf","type":"application/pdf","title":"Product + user guide for version 2.0"},{"rel":"cite-as","href":"https://doi.org/10.24381/cds.006f2c9a"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ESA + Climate Change Initiative Land Cover Maps (NetCDF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-netcdf-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA + CCI Land Cover NetCDF Thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-cci-lc-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1992-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","sci:doi":"10.24381/cds.006f2c9a","keywords":["Land + Cover","ESA","CCI","Global"],"providers":[{"url":"https://vito.be","name":"VITO","roles":["licensor"],"description":"Provides + the PROBA-V source data (for v2.0)."},{"url":"https://uclouvain.be","name":"UCLouvain","roles":["producer"],"description":"UCLouvain + produces the dataset (v2.1) for the ESA Climate Change Initiative."},{"url":"https://brockmann-consult.de","name":"Brockmann + Consult","roles":["processor"],"description":"Brockmann Consult is responsible + for the required pre-processing and the distribution of the dataset (v2.1)."},{"url":"http://esa-landcover-cci.org","name":"ESA + Climate Change Initiative","roles":["licensor"],"description":"The ESA Climate + Change Initiative (CCI) is leading the product creation."},{"url":"https://copernicus.eu","name":"Copernicus","roles":["licensor"],"description":"Hosts + the data on the Copernicus Climate Data Store (CDS)."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"esa_cci_lc:version":["2.0.7cds","2.1.1"]},"description":"The + ESA Climate Change Initiative (CCI) [Land Cover dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview) + provides consistent global annual land cover maps at 300m spatial resolution + from 1992 to 2020. The land cover classes are defined using the United Nations + Food and Agriculture Organization''s (UN FAO) [Land Cover Classification System](https://www.fao.org/land-water/land/land-governance/land-resources-planning-toolbox/category/details/en/c/1036361/) + (LCCS). In addition to the land cover maps, four quality flags are produced + to document the reliability of the classification and change detection. \n\nThe + data in this Collection are the original NetCDF files accessed from the [Copernicus + Climate Data Store](https://cds.climate.copernicus.eu/#!/home). We recommend + users use the [`esa-cci-lc` Collection](planetarycomputer.microsoft.com/dataset/esa-cci-lc), + which provides the data as Cloud Optimized GeoTIFFs.","item_assets":{"netcdf":{"type":"application/netcdf","roles":["data","quality"],"title":"ESA + CCI Land Cover NetCDF 4 File"}},"stac_version":"1.0.0","msft:group_id":"esa-cci-lc","msft:container":"esa-cci-lc","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"ESA + CCI global land cover maps in NetCDF format","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1839' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:31 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181831Z-r159ff9f48blls8khC1YTOsztn0000000cng0000000023u0 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi + response: + body: + string: '{"id":"fws-nwi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi"},{"rel":"describedby","href":"https://www.fws.gov/wetlands/Data/metadata/FWS_Wetlands.xml","type":"application/xml","title":"Wetlands + metadata"},{"rel":"about","href":"https://www.fws.gov/sites/default/files/documents/national-wetlands-inventory-fact-sheet.pdf","type":"application/pdf","title":"Project + Fact Sheet"},{"rel":"about","href":"https://www.fws.gov/program/national-wetlands-inventory","type":"text/html","title":"Project + Landing Page"},{"rel":"license","href":"http://www.usa.gov/publicdomain/label/1.0/","type":"text/html","title":"US + Public Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/fws-nwi","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"FWS + National Wetlands Inventory","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fws-nwi-thumb.png","type":"image/png","roles":["thumbnail"],"title":"FWS + National Wetlands Inventory thumbnail"}},"extent":{"spatial":{"bbox":[[-64.54958,13.16667,144.6,71.99633],[144.6,13.16667,180.0,71.99633],[-180.0,13.16667,-64.54958,71.99633]]},"temporal":{"interval":[["2022-10-01T00:00:00Z","2022-10-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USFWS","Wetlands","United + States"],"providers":[{"url":"https://www.fws.gov","name":"U.S. Fish and Wildlife + Service","email":"wetlands_team@fws.gov","roles":["producer","licensor"],"description":"The + U.S. Fish and Wildlife Service is the principal federal agency tasked with + providing information to the public on the extent and status of the nation''s + wetland and deepwater habitats, as well as changes to these habitats over + time."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"fws_nwi:state":["Alabama","Alaska","Arizona","Arkansas","California","Colorado","Connecticut","Delaware","District + of Columbia","Florida","Georgia","Hawaii","Idaho","Illinois","Indiana","Iowa","Kansas","Kentucky","Louisiana","Maine","Maryland","Massachusetts","Michigan","Minnesota","Mississippi","Missouri","Montana","Nebraska","Nevada","New + Hampshire","New Jersey","New Mexico","New York","North Carolina","North Dakota","Ohio","Oklahoma","Oregon","Pacific + Trust Islands","Pennsylvania","Puerto Rico and Virgin Islands","Rhode Island","South + Carolina","South Dakota","Tennessee","Texas","Utah","Vermont","Virginia","Washington","West + Virginia","Wisconsin","Wyoming"],"fws_nwi:content":["riparian","historic_wetlands","wetlands"],"fws_nwi:state_code":["AL","AK","AZ","AR","CA","CO","CT","DE","DC","FL","GA","HI","ID","IL","IN","IA","KS","KY","LA","ME","MD","MA","MI","MN","MS","MO","MT","NE","NV","NH","NJ","NM","NY","NC","ND","OH","OK","OR","PacTrust","PA","PRVI","RI","SC","SD","TN","TX","UT","VT","VA","WA","WV","WI","WY"]},"description":"The + Wetlands Data Layer is the product of over 45 years of work by the National + Wetlands Inventory (NWI) and its collaborators and currently contains more + than 35 million wetland and deepwater features. This dataset, covering the + conterminous United States, Hawaii, Puerto Rico, the Virgin Islands, Guam, + the major Northern Mariana Islands and Alaska, continues to grow at a rate + of 50 to 100 million acres annually as data are updated.\n\n**NOTE:** Due + to the variation in use and analysis of this data by the end user, each state''s + wetlands data extends beyond the state boundary. Each state includes wetlands + data that intersect the 1:24,000 quadrangles that contain part of that state + (1:2,000,000 source data). This allows the user to clip the data to their + specific analysis datasets. Beware that two adjacent states will contain some + of the same data along their borders.\n\nFor more information, visit the National + Wetlands Inventory [homepage](https://www.fws.gov/program/national-wetlands-inventory).\n\n## + STAC Metadata\n\nIn addition to the `zip` asset in every STAC item, each item + has its own assets unique to its wetlands. In general, each item will have + several assets, each linking to a [geoparquet](https://github.com/opengeospatial/geoparquet) + asset with data for the entire region or a sub-region within that state. Use + the `cloud-optimized` [role](https://github.com/radiantearth/stac-spec/blob/master/item-spec/item-spec.md#asset-roles) + to select just the geoparquet assets. See the Example Notebook for more.","item_assets":{"zip":{"type":"application/zip","roles":["data","archive","source"]}},"stac_version":"1.0.0","msft:container":"fws-nwi","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Vector + dataset containing wetlands boundaries and identification across the United + States.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2283' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:32 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181831Z-r159ff9f48b2q84rhC1YTOsqp00000000cm0000000005v13 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13 + response: + body: + string: '{"id":"usgs-lcmap-conus-v13","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13"},{"rel":"about","href":"https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products","type":"text/html","title":"LCMAP + CONUS Science Products"},{"rel":"license","href":"https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products","type":"text/html","title":"Proprietary, + Unrestricted"},{"rel":"source","href":"https://www.usgs.gov/special-topics/lcmap/lcmap-data-access","type":"text/html","title":"USGS + Data Access Options"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2019.111356"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2014.01.011"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9C46NG0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-conus-v13","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + LCMAP CONUS Collection 1.3","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-conus-v13-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USGS + LCMAP CONUS 1.3 Thumbnail"},"geoparquet-items":{"href":"abfs://items/usgs-lcmap-conus-v13.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-129.27732,21.805095,-63.11843,52.92172]]},"temporal":{"interval":[["1985-01-01T00:00:00Z","2021-12-31T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.5066/P9C46NG0","keywords":["USGS","LCMAP","Land + Cover","Land Cover Change","CONUS"],"providers":[{"url":"https://www.usgs.gov/special-topics/lcmap","name":"United + States Geological Survey","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"usgs_lcmap:vertical_tile":{"maximum":20,"minimum":0},"usgs_lcmap:horizontal_tile":{"maximum":32,"minimum":1}},"description":"The + [Land Change Monitoring, Assessment, and Projection](https://www.usgs.gov/special-topics/lcmap) + (LCMAP) product provides land cover mapping and change monitoring from the + U.S. Geological Survey''s [Earth Resources Observation and Science](https://www.usgs.gov/centers/eros) + (EROS) Center. LCMAP''s Science Products are developed by applying time-series + modeling on a per-pixel basis to [Landsat Analysis Ready Data](https://www.usgs.gov/landsat-missions/landsat-us-analysis-ready-data) + (ARD) using an implementation of the [Continuous Change Detection and Classification](https://doi.org/10.1016/j.rse.2014.01.011) + (CCDC) algorithm. All available clear (non-cloudy) U.S. Landsat ARD observations + are fit to a harmonic model to predict future Landsat-like surface reflectance. + Where Landsat surface reflectance observations differ significantly from those + predictions, a change is identified. Attributes of the resulting model sequences + (e.g., start/end dates, residuals, model coefficients) are then used to produce + a set of land surface change products and as inputs to the subsequent classification + to thematic land cover. \n\nThis [STAC](https://stacspec.org/en) Collection + contains [LCMAP CONUS Collection 1.3](https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products), + which was released in August 2022 for years 1985-2021. The data are tiled + according to the Landsat ARD tile grid and consist of [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) + (COGs) and corresponding metadata files. Note that the provided COGs differ + slightly from those in the USGS source data. They have been reprocessed to + add overviews, \"nodata\" values where appropriate, and an updated projection + definition.\n","item_assets":{"dates":{"type":"text/plain","roles":["metadata"],"title":"Landsat + Observation Dates","description":"Landsat observation dates used as input + to the CCDC algorithm."},"lcpri":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Primary Land Cover","description":"Land + cover classification consisting of eight general land cover types. The most + likely land cover according to the modeling process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"lcsec":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary + Land Cover","description":"Land cover classification consisting of eight general + land cover types. The second most likely land cover according to the modeling + process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"scmag":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Change + Magnitude","description":"The spectral strength or intensity of a time series + model ''break'' when spectral observations have diverged from the model predictions.","raster:bands":[{"sampling":"area","data_type":"float32","spatial_resolution":30}]},"scmqa":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Model + Quality","description":"Information regarding the type of time series model + applied to the current product year.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"no_model","value":0,"description":"No + model established for July 1st of current year."},{"name":"simple_model","value":4,"description":"A + partial, 4-coefficient harmonic model."},{"name":"advanced_model","value":6,"description":"A + partial, 6-coefficient harmonic model."},{"name":"full_model","value":8,"description":"A + full, 8-coefficient harmonic model."},{"name":"start_fit","value":14,"description":"A + simple model at the beginning of a time series where sparse and/or highly + variable spectral measurements prevent establishment of a harmonic model."},{"name":"end_fit","value":24,"description":"A + simple model at the end of a time series where there are insufficient observations + and/or time to establish a new harmonic model following a model break."},{"name":"insufficient_clear","value":44,"description":"A + simple model for the entire time series in cases where fewer than 25% of input + observations are labeled as ''Clear'' or ''Water'' by the U.S. Landsat ARD + per-pixel quality band (PIXELQA)."},{"name":"persistent_snow","value":54,"description":"A + simple model for the entire time series in cases where 75% or more of input + observations are labeled as ''Snow'' by the U.S. Landsat ARD per-pixel quality + band (PIXELQA)."}]},"browse":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"USGS + Browse Image","description":"Image generated by USGS for viewing LCMAP classification + data in web applications.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcachg":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Annual + Land Cover Change","description":"Synthesis of Primary Land Cover of current + and previous year identifying changes in land cover class.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"},{"name":"1_to_2","value":12,"color_hint":"ab00d6","description":"Cover + change from Developed to Cropland"},{"name":"1_to_3","value":13,"color_hint":"ab00d6","description":"Cover + change from Developed to Grass/Shrub"},{"name":"1_to_4","value":14,"color_hint":"ab00d6","description":"Cover + change from Developed to Tree Cover"},{"name":"1_to_5","value":15,"color_hint":"ab00d6","description":"Cover + change from Developed to Water"},{"name":"1_to_6","value":16,"color_hint":"ab00d6","description":"Cover + change from Developed to Wetlands"},{"name":"1_to_7","value":17,"color_hint":"ab00d6","description":"Cover + change from Developed to Snow/Ice"},{"name":"1_to_8","value":18,"color_hint":"ab00d6","description":"Cover + change from Developed to Barren"},{"name":"2_to_1","value":21,"color_hint":"ab00d6","description":"Cover + change from Cropland to Developed"},{"name":"2_to_3","value":23,"color_hint":"ab00d6","description":"Cover + change from Cropland to Grass/Shrub"},{"name":"2_to_4","value":24,"color_hint":"ab00d6","description":"Cover + change from Cropland to Tree Cover"},{"name":"2_to_5","value":25,"color_hint":"ab00d6","description":"Cover + change from Cropland to Water"},{"name":"2_to_6","value":26,"color_hint":"ab00d6","description":"Cover + change from Cropland to Wetlands"},{"name":"2_to_7","value":27,"color_hint":"ab00d6","description":"Cover + change from Cropland to Snow/Ice"},{"name":"2_to_8","value":28,"color_hint":"ab00d6","description":"Cover + change from Cropland to Barren"},{"name":"3_to_1","value":31,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Developed"},{"name":"3_to_2","value":32,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Cropland"},{"name":"3_to_4","value":34,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Tree Cover"},{"name":"3_to_5","value":35,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Water"},{"name":"3_to_6","value":36,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Wetlands"},{"name":"3_to_7","value":37,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Snow/Ice"},{"name":"3_to_8","value":38,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Barren"},{"name":"4_to_1","value":41,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Developed"},{"name":"4_to_2","value":42,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Cropland"},{"name":"4_to_3","value":43,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Grass/Shrub"},{"name":"4_to_5","value":45,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Water"},{"name":"4_to_6","value":46,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Wetlands"},{"name":"4_to_7","value":47,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Snow/Ice"},{"name":"4_to_8","value":48,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Barren"},{"name":"5_to_1","value":51,"color_hint":"ab00d6","description":"Cover + change from Water to Developed"},{"name":"5_to_2","value":52,"color_hint":"ab00d6","description":"Cover + change from Water to Cropland"},{"name":"5_to_3","value":53,"color_hint":"ab00d6","description":"Cover + change from Water to Grass/Shrub"},{"name":"5_to_4","value":54,"color_hint":"ab00d6","description":"Cover + change from Water to Tree Cover"},{"name":"5_to_6","value":56,"color_hint":"ab00d6","description":"Cover + change from Water to Wetlands"},{"name":"5_to_7","value":57,"color_hint":"ab00d6","description":"Cover + change from Water to Snow/Ice"},{"name":"5_to_8","value":58,"color_hint":"ab00d6","description":"Cover + change from Water to Barren"},{"name":"6_to_1","value":61,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Developed"},{"name":"6_to_2","value":62,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Cropland"},{"name":"6_to_3","value":63,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Grass/Shrub"},{"name":"6_to_4","value":64,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Tree Cover"},{"name":"6_to_5","value":65,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Water"},{"name":"6_to_7","value":67,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Snow/Ice"},{"name":"6_to_8","value":68,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Barren"},{"name":"7_to_1","value":71,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Developed"},{"name":"7_to_2","value":72,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Cropland"},{"name":"7_to_3","value":73,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Grass/Shrub"},{"name":"7_to_4","value":74,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Tree Cover"},{"name":"7_to_5","value":75,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Water"},{"name":"7_to_6","value":76,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Wetlands"},{"name":"7_to_8","value":78,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Barren"},{"name":"8_to_1","value":81,"color_hint":"ab00d6","description":"Cover + change from Barren to Developed"},{"name":"8_to_2","value":82,"color_hint":"ab00d6","description":"Cover + change from Barren to Cropland"},{"name":"8_to_3","value":83,"color_hint":"ab00d6","description":"Cover + change from Barren to Grass/Shrub"},{"name":"8_to_4","value":84,"color_hint":"ab00d6","description":"Cover + change from Barren to Tree Cover"},{"name":"8_to_5","value":85,"color_hint":"ab00d6","description":"Cover + change from Barren to Water"},{"name":"8_to_6","value":86,"color_hint":"ab00d6","description":"Cover + change from Barren to Wetlands"},{"name":"8_to_7","value":87,"color_hint":"ab00d6","description":"Cover + change from Barren to Snow/Ice"}]},"sclast":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Time Since Last Change","description":"Time, + in days, since the last identified Spectral Change (SCTIME).","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"scstab":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Spectral + Stability Period","description":"Measure of the amount of time in days that + a pixel has been in its current spectral state as of July 1st. Current spectral + state can refer to both during stable time series segments or a period outside + of stable time series segments.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"sctime":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Time + of Spectral Change","description":"Represents the timing of a spectral change + within the current product year as the day of year the change occurred.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"lcpconf":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Primary + Land Cover Confidence","description":"Provides provenance tracking and a measure + of confidence that the Primary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure + of confidence that the Primary Land Cover label matches the training data."},{"values":[151],"summary":"Time + series model identified as transition from a Grass/Shrub class to a Tree Cover + class. Primary Land Cover class assignment based on secondary analysis."},{"values":[152],"summary":"Time + series model identified as transition from a Tree Cover class to a Grass/Shrub + class. Primary Land cover class assignment based on secondary analysis."},{"values":[201],"summary":"No + stable time series models were produced for this location. Primary Land Cover + was assigned the land cover class present in NLCD-2001 (cross-walked to LCMAP + Level 1 classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient + data available to extend most recent time series model past July 1st of current + year. Land cover assigned the last identified cover class from earlier year."},{"values":[211],"summary":"July + 1st falls in a gap between two stable time series models of the same land + cover class. Primary Land Cover assigned the primary land cover class of those + before/after models."},{"values":[212],"summary":"July 1st falls in a gap + between two stable time series models of differing land cover class. If July + 1st is before the ''break date'' of the earlier model, Primary Land Cover + is assigned the primary land cover class of that earlier model. Otherwise, + Primary Land Cover is assigned the primary land cover class of the subsequent, + later model."},{"values":[213],"summary":"Insufficient data available to establish + a stable time series model at the beginning of the time series prior to July + 1st of the current year. Primary Land Cover assigned the primary land cover + class of 1st subsequent model."},{"values":[214],"summary":"Insufficient data + available to establish a new stable time series model following a break near + the end of the time series prior to July 1st of the current year. Primary + Land Cover assigned the last identified primary land cover class from earlier + year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcsconf":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary + Land Cover Confidence","description":"Provides provenance tracking and a measure + of confidence that the Secondary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure + of confidence that the Secondary Land Cover label matches the training data."},{"values":[151],"summary":"Time + series model identified as transition from a Grass/Shrub class to a Tree Cover + class in Primary Land Cover. Primary Land Cover class assignment based on + secondary analysis and Secondary Land Cover class assigned logical opposite + of Primary."},{"values":[152],"summary":"Time series model identified as transition + from a Tree Cover class to a Grass/Shrub class in Primary Land Cover. Primary + Land Cover class assignment based on secondary analysis and Secondary Land + Cover class assigned logical opposite of Primary."},{"values":[201],"summary":"No + stable time series models were produced for this location. Secondary Land + Cover assigned the land cover class present in NLCD-2001 (cross-walked to + LCMAP classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient + data available to extend most recent time series model past July 1st of current + year. Secondary Land Cover assigned the last identified secondary cover class + from earlier year."},{"values":[211],"summary":"July 1st falls in a gap between + two stable time series models of the same secondary land cover class. Secondary + Land Cover assigned the land cover class of those before/after models."},{"values":[212],"summary":"July + 1st falls in a gap between two stable time series models of differing secondary + land cover classes. If July 1st is before the ''break date'' of the earlier + model, Secondary Land Cover is assigned the secondary land cover class of + the earlier model. Otherwise, Secondary Land Cover is assigned the secondary + land cover class of the subsequent model."},{"values":[213],"summary":"Insufficient + data available to establish a stable time series model at the beginning of + the time series prior to July 1st of the current year. Secondary Land Cover + assigned the secondary land cover class of 1st subsequent model."},{"values":[214],"summary":"Insufficient + data available to establish a new stable time series model following a break + near the end of the time series prior to July 1st of the current year. Secondary + Land Cover assigned the last identified secondary cover class from earlier + year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcpri_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary + Land Cover Metadata","description":"Primary Land Cover product metadata"},"lcsec_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary + Land Cover Metadata","description":"Secondary Land Cover product metadata"},"scmag_metadata":{"type":"application/xml","roles":["metadata"],"title":"Change + Magnitude Metadata","description":"Change Magnitude product metadata"},"scmqa_metadata":{"type":"application/xml","roles":["metadata"],"title":"Model + Quality Metadata","description":"Model Quality product metadata"},"lcachg_metadata":{"type":"application/xml","roles":["metadata"],"title":"Annual + Land Cover Change Metadata","description":"Annual Land Cover Change product + metadata"},"sclast_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time + Since Last Change Metadata","description":"Time Since Last Change product + metadata"},"scstab_metadata":{"type":"application/xml","roles":["metadata"],"title":"Spectral + Stability Period Metadata","description":"Spectral Stability Period product + metadata"},"sctime_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time + of Spectral Change Metadata","description":"Time of Spectral Change product + metadata"},"lcpconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary + Land Cover Confidence Metadata","description":"Primary Land Cover Confidence + product metadata"},"lcsconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary + Land Cover Confidence Metadata","description":"Secondary Land Cover Confidence + product metadata"}},"sci:citation":"U.S. Geological Survey (USGS), 2022, Land + Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science + Products for the Conterminous United States: USGS data release","stac_version":"1.0.0","msft:group_id":"usgs-lcmap","msft:container":"lcmap","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json"],"sci:publications":[{"doi":"10.1016/j.rse.2019.111356","citation":"Brown, + J.F., Tollerud, H.J., Barber, C.P., Zhou, Q., Dwyer, J.L., Vogelmann, J.E., + Loveland, T.R., Woodcock, C.E., Stehman, S.V., Zhu, Z., Pengra, B.W., Smith, + K., Horton, J.A., Xian, G., Auch, R.F., Sohl, T.L., Sayler, K.L., Gallant, + A.L., Zelenak, D., Reker, R.R., and Rover, J., 2020, Lessons learned implementing + an operational continuous United States national land change monitoring capability-The + Land Change Monitoring, Assessment, and Projection (LCMAP) approach: Remote + Sensing of Environment, v. 238, article 111356"},{"doi":"10.1016/j.rse.2014.01.011","citation":"Zhu, + Z., and Woodcock, C.E., 2014, Continuous change detection and classification + of land cover using all available Landsat data: Remote Sensing of Environment, + v. 144, p. 152-171"}],"msft:storage_account":"landcoverdata","msft:short_description":"USGS + Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 + Science Products for the Conterminous United States.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '5275' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:33 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181832Z-r159ff9f48bkn95shC1YTOpnm00000000cx00000000013er + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10 + response: + body: + string: '{"id":"usgs-lcmap-hawaii-v10","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10"},{"rel":"about","href":"https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products","type":"text/html","title":"LCMAP + Hawaii Science Products"},{"rel":"license","href":"https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products","type":"text/html","title":"Proprietary, + Unrestricted"},{"rel":"source","href":"https://www.usgs.gov/special-topics/lcmap/lcmap-data-access","type":"text/html","title":"USGS + Data Access Options"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.jag.2022.103015"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2019.111356"},{"rel":"cite-as","href":"https://doi.org/10.5066/P91E8M23"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-hawaii-v10","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"USGS + LCMAP Hawaii Collection 1.0","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-hawaii-v10-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USGS + LCMAP Hawaii 1.0 Thumbnail"},"geoparquet-items":{"href":"abfs://items/usgs-lcmap-hawaii-v10.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-161.27577,18.505136,-154.058649,22.624478]]},"temporal":{"interval":[["2000-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.5066/P91E8M23","keywords":["USGS","LCMAP","Land + Cover","Land Cover Change","Hawaii"],"providers":[{"url":"https://www.usgs.gov/special-topics/lcmap","name":"United + States Geological Survey","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"usgs_lcmap:vertical_tile":{"maximum":2,"minimum":0},"usgs_lcmap:horizontal_tile":{"maximum":4,"minimum":0}},"description":"The + [Land Change Monitoring, Assessment, and Projection](https://www.usgs.gov/special-topics/lcmap) + (LCMAP) product provides land cover mapping and change monitoring from the + U.S. Geological Survey''s [Earth Resources Observation and Science](https://www.usgs.gov/centers/eros) + (EROS) Center. LCMAP''s Science Products are developed by applying time-series + modeling on a per-pixel basis to [Landsat Analysis Ready Data](https://www.usgs.gov/landsat-missions/landsat-us-analysis-ready-data) + (ARD) using an implementation of the [Continuous Change Detection and Classification](https://doi.org/10.1016/j.rse.2014.01.011) + (CCDC) algorithm. All available clear (non-cloudy) U.S. Landsat ARD observations + are fit to a harmonic model to predict future Landsat-like surface reflectance. + Where Landsat surface reflectance observations differ significantly from those + predictions, a change is identified. Attributes of the resulting model sequences + (e.g., start/end dates, residuals, model coefficients) are then used to produce + a set of land surface change products and as inputs to the subsequent classification + to thematic land cover. \n\nThis [STAC](https://stacspec.org/en) Collection + contains [LCMAP Hawaii Collection 1.0](https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products), + which was released in January 2022 for years 2000-2020. The data are tiled + according to the Landsat ARD tile grid and consist of [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) + (COGs) and corresponding metadata files. Note that the provided COGs differ + slightly from those in the USGS source data. They have been reprocessed to + add overviews, \"nodata\" values where appropriate, and an updated projection + definition.\n","item_assets":{"dates":{"type":"text/plain","roles":["metadata"],"title":"Landsat + Observation Dates","description":"Landsat observation dates used as input + to the CCDC algorithm."},"lcpri":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Primary Land Cover","description":"Land + cover classification consisting of eight general land cover types. The most + likely land cover according to the modeling process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"lcsec":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary + Land Cover","description":"Land cover classification consisting of eight general + land cover types. The second most likely land cover according to the modeling + process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"scmag":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Change + Magnitude","description":"The spectral strength or intensity of a time series + model ''break'' when spectral observations have diverged from the model predictions.","raster:bands":[{"sampling":"area","data_type":"float32","spatial_resolution":30}]},"scmqa":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Model + Quality","description":"Information regarding the type of time series model + applied to the current product year.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"no_model","value":0,"description":"No + model established for July 1st of current year."},{"name":"simple_model","value":4,"description":"A + partial, 4-coefficient harmonic model."},{"name":"advanced_model","value":6,"description":"A + partial, 6-coefficient harmonic model."},{"name":"full_model","value":8,"description":"A + full, 8-coefficient harmonic model."},{"name":"start_fit","value":14,"description":"A + simple model at the beginning of a time series where sparse and/or highly + variable spectral measurements prevent establishment of a harmonic model."},{"name":"end_fit","value":24,"description":"A + simple model at the end of a time series where there are insufficient observations + and/or time to establish a new harmonic model following a model break."},{"name":"insufficient_clear","value":44,"description":"A + simple model for the entire time series in cases where fewer than 25% of input + observations are labeled as ''Clear'' or ''Water'' by the U.S. Landsat ARD + per-pixel quality band (PIXELQA)."},{"name":"persistent_snow","value":54,"description":"A + simple model for the entire time series in cases where 75% or more of input + observations are labeled as ''Snow'' by the U.S. Landsat ARD per-pixel quality + band (PIXELQA)."}]},"browse":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"USGS + Browse Image","description":"Image generated by USGS for viewing LCMAP classification + data in web applications.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcachg":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Annual + Land Cover Change","description":"Synthesis of Primary Land Cover of current + and previous year identifying changes in land cover class.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No + Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree + Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"},{"name":"1_to_2","value":12,"color_hint":"ab00d6","description":"Cover + change from Developed to Cropland"},{"name":"1_to_3","value":13,"color_hint":"ab00d6","description":"Cover + change from Developed to Grass/Shrub"},{"name":"1_to_4","value":14,"color_hint":"ab00d6","description":"Cover + change from Developed to Tree Cover"},{"name":"1_to_5","value":15,"color_hint":"ab00d6","description":"Cover + change from Developed to Water"},{"name":"1_to_6","value":16,"color_hint":"ab00d6","description":"Cover + change from Developed to Wetlands"},{"name":"1_to_7","value":17,"color_hint":"ab00d6","description":"Cover + change from Developed to Snow/Ice"},{"name":"1_to_8","value":18,"color_hint":"ab00d6","description":"Cover + change from Developed to Barren"},{"name":"2_to_1","value":21,"color_hint":"ab00d6","description":"Cover + change from Cropland to Developed"},{"name":"2_to_3","value":23,"color_hint":"ab00d6","description":"Cover + change from Cropland to Grass/Shrub"},{"name":"2_to_4","value":24,"color_hint":"ab00d6","description":"Cover + change from Cropland to Tree Cover"},{"name":"2_to_5","value":25,"color_hint":"ab00d6","description":"Cover + change from Cropland to Water"},{"name":"2_to_6","value":26,"color_hint":"ab00d6","description":"Cover + change from Cropland to Wetlands"},{"name":"2_to_7","value":27,"color_hint":"ab00d6","description":"Cover + change from Cropland to Snow/Ice"},{"name":"2_to_8","value":28,"color_hint":"ab00d6","description":"Cover + change from Cropland to Barren"},{"name":"3_to_1","value":31,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Developed"},{"name":"3_to_2","value":32,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Cropland"},{"name":"3_to_4","value":34,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Tree Cover"},{"name":"3_to_5","value":35,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Water"},{"name":"3_to_6","value":36,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Wetlands"},{"name":"3_to_7","value":37,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Snow/Ice"},{"name":"3_to_8","value":38,"color_hint":"ab00d6","description":"Cover + change from Grass/Shrub to Barren"},{"name":"4_to_1","value":41,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Developed"},{"name":"4_to_2","value":42,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Cropland"},{"name":"4_to_3","value":43,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Grass/Shrub"},{"name":"4_to_5","value":45,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Water"},{"name":"4_to_6","value":46,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Wetlands"},{"name":"4_to_7","value":47,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Snow/Ice"},{"name":"4_to_8","value":48,"color_hint":"ab00d6","description":"Cover + change from Tree Cover to Barren"},{"name":"5_to_1","value":51,"color_hint":"ab00d6","description":"Cover + change from Water to Developed"},{"name":"5_to_2","value":52,"color_hint":"ab00d6","description":"Cover + change from Water to Cropland"},{"name":"5_to_3","value":53,"color_hint":"ab00d6","description":"Cover + change from Water to Grass/Shrub"},{"name":"5_to_4","value":54,"color_hint":"ab00d6","description":"Cover + change from Water to Tree Cover"},{"name":"5_to_6","value":56,"color_hint":"ab00d6","description":"Cover + change from Water to Wetlands"},{"name":"5_to_7","value":57,"color_hint":"ab00d6","description":"Cover + change from Water to Snow/Ice"},{"name":"5_to_8","value":58,"color_hint":"ab00d6","description":"Cover + change from Water to Barren"},{"name":"6_to_1","value":61,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Developed"},{"name":"6_to_2","value":62,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Cropland"},{"name":"6_to_3","value":63,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Grass/Shrub"},{"name":"6_to_4","value":64,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Tree Cover"},{"name":"6_to_5","value":65,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Water"},{"name":"6_to_7","value":67,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Snow/Ice"},{"name":"6_to_8","value":68,"color_hint":"ab00d6","description":"Cover + change from Wetlands to Barren"},{"name":"7_to_1","value":71,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Developed"},{"name":"7_to_2","value":72,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Cropland"},{"name":"7_to_3","value":73,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Grass/Shrub"},{"name":"7_to_4","value":74,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Tree Cover"},{"name":"7_to_5","value":75,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Water"},{"name":"7_to_6","value":76,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Wetlands"},{"name":"7_to_8","value":78,"color_hint":"ab00d6","description":"Cover + change from Snow/Ice to Barren"},{"name":"8_to_1","value":81,"color_hint":"ab00d6","description":"Cover + change from Barren to Developed"},{"name":"8_to_2","value":82,"color_hint":"ab00d6","description":"Cover + change from Barren to Cropland"},{"name":"8_to_3","value":83,"color_hint":"ab00d6","description":"Cover + change from Barren to Grass/Shrub"},{"name":"8_to_4","value":84,"color_hint":"ab00d6","description":"Cover + change from Barren to Tree Cover"},{"name":"8_to_5","value":85,"color_hint":"ab00d6","description":"Cover + change from Barren to Water"},{"name":"8_to_6","value":86,"color_hint":"ab00d6","description":"Cover + change from Barren to Wetlands"},{"name":"8_to_7","value":87,"color_hint":"ab00d6","description":"Cover + change from Barren to Snow/Ice"}]},"sclast":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Time Since Last Change","description":"Time, + in days, since the last identified Spectral Change (SCTIME).","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"scstab":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Spectral + Stability Period","description":"Measure of the amount of time in days that + a pixel has been in its current spectral state as of July 1st. Current spectral + state can refer to both during stable time series segments or a period outside + of stable time series segments.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"sctime":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Time + of Spectral Change","description":"Represents the timing of a spectral change + within the current product year as the day of year the change occurred.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"lcpconf":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Primary + Land Cover Confidence","description":"Provides provenance tracking and a measure + of confidence that the Primary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure + of confidence that the Primary Land Cover label matches the training data."},{"values":[151],"summary":"Time + series model identified as transition from a Grass/Shrub class to a Tree Cover + class. Primary Land Cover class assignment based on secondary analysis."},{"values":[152],"summary":"Time + series model identified as transition from a Tree Cover class to a Grass/Shrub + class. Primary Land cover class assignment based on secondary analysis."},{"values":[201],"summary":"No + stable time series models were produced for this location. Primary Land Cover + was assigned the land cover class present in NLCD-2001 (cross-walked to LCMAP + Level 1 classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient + data available to extend most recent time series model past July 1st of current + year. Land cover assigned the last identified cover class from earlier year."},{"values":[211],"summary":"July + 1st falls in a gap between two stable time series models of the same land + cover class. Primary Land Cover assigned the primary land cover class of those + before/after models."},{"values":[212],"summary":"July 1st falls in a gap + between two stable time series models of differing land cover class. If July + 1st is before the ''break date'' of the earlier model, Primary Land Cover + is assigned the primary land cover class of that earlier model. Otherwise, + Primary Land Cover is assigned the primary land cover class of the subsequent, + later model."},{"values":[213],"summary":"Insufficient data available to establish + a stable time series model at the beginning of the time series prior to July + 1st of the current year. Primary Land Cover assigned the primary land cover + class of 1st subsequent model."},{"values":[214],"summary":"Insufficient data + available to establish a new stable time series model following a break near + the end of the time series prior to July 1st of the current year. Primary + Land Cover assigned the last identified primary land cover class from earlier + year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcsconf":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary + Land Cover Confidence","description":"Provides provenance tracking and a measure + of confidence that the Secondary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure + of confidence that the Secondary Land Cover label matches the training data."},{"values":[151],"summary":"Time + series model identified as transition from a Grass/Shrub class to a Tree Cover + class in Primary Land Cover. Primary Land Cover class assignment based on + secondary analysis and Secondary Land Cover class assigned logical opposite + of Primary."},{"values":[152],"summary":"Time series model identified as transition + from a Tree Cover class to a Grass/Shrub class in Primary Land Cover. Primary + Land Cover class assignment based on secondary analysis and Secondary Land + Cover class assigned logical opposite of Primary."},{"values":[201],"summary":"No + stable time series models were produced for this location. Secondary Land + Cover assigned the land cover class present in NLCD-2001 (cross-walked to + LCMAP classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient + data available to extend most recent time series model past July 1st of current + year. Secondary Land Cover assigned the last identified secondary cover class + from earlier year."},{"values":[211],"summary":"July 1st falls in a gap between + two stable time series models of the same secondary land cover class. Secondary + Land Cover assigned the land cover class of those before/after models."},{"values":[212],"summary":"July + 1st falls in a gap between two stable time series models of differing secondary + land cover classes. If July 1st is before the ''break date'' of the earlier + model, Secondary Land Cover is assigned the secondary land cover class of + the earlier model. Otherwise, Secondary Land Cover is assigned the secondary + land cover class of the subsequent model."},{"values":[213],"summary":"Insufficient + data available to establish a stable time series model at the beginning of + the time series prior to July 1st of the current year. Secondary Land Cover + assigned the secondary land cover class of 1st subsequent model."},{"values":[214],"summary":"Insufficient + data available to establish a new stable time series model following a break + near the end of the time series prior to July 1st of the current year. Secondary + Land Cover assigned the last identified secondary cover class from earlier + year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcpri_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary + Land Cover Metadata","description":"Primary Land Cover product metadata"},"lcsec_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary + Land Cover Metadata","description":"Secondary Land Cover product metadata"},"scmag_metadata":{"type":"application/xml","roles":["metadata"],"title":"Change + Magnitude Metadata","description":"Change Magnitude product metadata"},"scmqa_metadata":{"type":"application/xml","roles":["metadata"],"title":"Model + Quality Metadata","description":"Model Quality product metadata"},"lcachg_metadata":{"type":"application/xml","roles":["metadata"],"title":"Annual + Land Cover Change Metadata","description":"Annual Land Cover Change product + metadata"},"sclast_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time + Since Last Change Metadata","description":"Time Since Last Change product + metadata"},"scstab_metadata":{"type":"application/xml","roles":["metadata"],"title":"Spectral + Stability Period Metadata","description":"Spectral Stability Period product + metadata"},"sctime_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time + of Spectral Change Metadata","description":"Time of Spectral Change product + metadata"},"lcpconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary + Land Cover Confidence Metadata","description":"Primary Land Cover Confidence + product metadata"},"lcsconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary + Land Cover Confidence Metadata","description":"Secondary Land Cover Confidence + product metadata"}},"sci:citation":"U.S. Geological Survey (USGS), 2022, Land + Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science + Products for Hawaii: USGS data release","stac_version":"1.0.0","msft:group_id":"usgs-lcmap","msft:container":"lcmap","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json"],"sci:publications":[{"doi":"10.1016/j.jag.2022.103015","citation":"Li, + C., Xian, G., Wellington, D., Smith, K., Horton, J., & Zhou, Q., 2022, + Development of the LCMAP annual land cover product across Hawaii: International + Journal of Applied Earth Observation and Geoinformation, v. 113, article 103015."},{"doi":"10.1016/j.rse.2019.111356","citation":"Brown, + J.F., Tollerud, H.J., Barber, C.P., Zhou, Q., Dwyer, J.L., Vogelmann, J.E., + Loveland, T.R., Woodcock, C.E., Stehman, S.V., Zhu, Z., Pengra, B.W., Smith, + K., Horton, J.A., Xian, G., Auch, R.F., Sohl, T.L., Sayler, K.L., Gallant, + A.L., Zelenak, D., Reker, R.R., and Rover, J., 2020, Lessons learned implementing + an operational continuous United States national land change monitoring capability-The + Land Change Monitoring, Assessment, and Projection (LCMAP) approach: Remote + Sensing of Environment, v. 238, article 111356"}],"msft:storage_account":"landcoverdata","msft:short_description":"USGS + Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 + Science Products for Hawaii","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '5307' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:33 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181833Z-r159ff9f48blls8khC1YTOsztn0000000ceg00000000ftgx + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular + response: + body: + string: "{\"id\":\"noaa-climate-normals-tabular\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-11-00197.1\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-11-00173.1\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA + U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA + Open Data Dissemination\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-tabular\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA + US Tabular Climate Normals\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-tabular-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA + U.S. Tabular Climate Normals Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-tabular.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-177.38333,-14.3306,174.1,71.3214]]},\"temporal\":{\"interval\":[[\"1981-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate + Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA + National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1981-2010\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"hourly\",\"daily\",\"monthly\",\"annualseasonal\"]},\"description\":\"The + [NOAA United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals) + provide information about typical climate conditions for thousands of weather + station locations across the United States. Normals act both as a ruler to + compare current weather and as a predictor of conditions in the near future. + The official normals are calculated for a uniform 30 year period, and consist + of annual/seasonal, monthly, daily, and hourly averages and statistics of + temperature, precipitation, and other climatological variables for each weather + station. \\n\\nNOAA produces Climate Normals in accordance with the [World + Meteorological Organization](https://public.wmo.int/en) (WMO), of which the + United States is a member. The WMO requires each member nation to compute + 30-year meteorological quantity averages at least every 30 years, and recommends + an update each decade, in part to incorporate newer weather stations. The + 1991\u20132020 U.S. Climate Normals are the latest in a series of decadal + normals first produced in the 1950s. \\n\\nThis Collection contains tabular + weather variable data at weather station locations in GeoParquet format, converted + from the source CSV files. The source NetCDF files are delivered to Azure + as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\\nData + are provided for annual/seasonal, monthly, daily, and hourly frequencies for + the following time periods:\\n\\n- Legacy 30-year normals (1981\u20132010)\\n- + Supplemental 15-year normals (2006\u20132020)\\n\",\"item_assets\":{\"geoparquet\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Dataset + root\",\"table:storage_options\":{\"account_name\":\"noaanormals\"}}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"table:tables\":[{\"name\":\"1981_2010-hourly\",\"description\":\"Hourly + Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-daily\",\"description\":\"Daily + Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-monthly\",\"description\":\"Monthly + Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-annualseasonal\",\"description\":\"Annual/Seasonal + Climate Normals for Period 1981-2010\"},{\"name\":\"1991_2020-hourly\",\"description\":\"Hourly + Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-daily\",\"description\":\"Daily + Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-monthly\",\"description\":\"Monthly + Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-annualseasonal\",\"description\":\"Annual/Seasonal + Climate Normals for Period 1991-2020\"},{\"name\":\"2006_2020-hourly\",\"description\":\"Hourly + Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-daily\",\"description\":\"Daily + Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-monthly\",\"description\":\"Monthly + Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-annualseasonal\",\"description\":\"Annual/Seasonal + Climate Normals for Period 2006-2020\"}],\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"climate-normals-geoparquet\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"sci:publications\":[{\"doi\":\"10.1175/BAMS-D-11-00197.1\",\"citation\":\"Arguez, + A., I. Durre, S. Applequist, R. Vose, M. Squires, X. Yin, R. Heim, and T. + Owen, 2012: NOAA's 1981-2010 climate normals: An overview. Bull. Amer. Meteor. + Soc., 93, 1687-1697. DOI: 10.1175/BAMS-D-11-00197.1.\"},{\"doi\":\"10.1175/BAMS-D-11-00173.1\",\"citation\":\"Applequist, + S., A. Arguez, I. Durre, M. Squires, R. Vose, and X. Yin, 2012: 1981-2010 + U.S. Hourly Normals. Bulletin of the American Meteorological Society, 93, + 1637-1640. DOI: 10.1175/BAMS-D-11-00173.1.\"}],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Tabular + Climate Normal data for over 15,000 United States weather station locations + in GeoParquet format.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2154' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:34 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181833Z-r159ff9f48bmlnd2hC1YTOunhs000000044g000000007ypn + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf + response: + body: + string: "{\"id\":\"noaa-climate-normals-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA + U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA + Open Data Dissemination\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Readme_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Readme + for Monthly Gridded Normals\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Documentation + for Monthly Gridded Normals\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-netcdf\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA + US Gridded Climate Normals (NetCDF)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA + U.S. Gridded Climate Normals (NetCDF) Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-124.708333,24.541666,-66.999995,49.375001]]},\"temporal\":{\"interval\":[[\"1901-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate + Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA + National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1901-2000\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"daily\",\"monthly\"]},\"description\":\"The + [NOAA Gridded United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals#tab-1027) + provide a continuous grid of temperature and precipitation data across the + contiguous United States (CONUS). The grids are derived from NOAA's [NClimGrid + dataset](https://planetarycomputer.microsoft.com/dataset/group/noaa-nclimgrid), + and resolutions (nominal 5x5 kilometer) and spatial extents (CONUS) therefore + match that of NClimGrid. Monthly, seasonal, and annual gridded normals are + computed from simple averages of the NClimGrid data and are provided for three + time-periods: 1901\u20132020, 1991\u20132020, and 2006\u20132020. Daily gridded + normals are smoothed for a smooth transition from one day to another and are + provided for two time-periods: 1991\u20132020, and 2006\u20132020.\\n\\nNOAA + produces Climate Normals in accordance with the [World Meteorological Organization](https://public.wmo.int/en) + (WMO), of which the United States is a member. The WMO requires each member + nation to compute 30-year meteorological quantity averages at least every + 30 years, and recommends an update each decade, in part to incorporate newer + weather stations. The 1991\u20132020 U.S. Climate Normals are the latest in + a series of decadal normals first produced in the 1950s. \\n\\nThe data in + this Collection are the original NetCDF files provided by NOAA's National + Centers for Environmental Information. This Collection contains gridded data + for the following frequencies and time periods:\\n\\n- Annual, seasonal, and + monthly normals\\n - 100-year (1901\u20132000)\\n - 30-year (1991\u20132020)\\n + \ - 15-year (2006\u20132020)\\n- Daily normals\\n - 30-year (1991\u20132020)\\n + \ - 15-year (2006\u20132020)\\n\\nFor most use-cases, we recommend using + the [`noaa-climate-normals-gridded`](https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-gridded) + collection, which contains the same data in Cloud Optimized GeoTIFF format. + The NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination + (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"gridded-normals\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Gridded + Climate Normals for the contiguous United States in the original NetCDF format + provided by NOAA's National Centers for Environmental Information.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1954' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:34 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181834Z-r159ff9f48bj5rgghC1YTObc9s0000000cv0000000004n2q + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm + response: + body: + string: '{"id":"goes-glm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"license","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C01527","title":"License"},{"rel":"about","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C01527","type":"text/html","title":"Product + Landing Page"},{"rel":"about","href":"https://www.goes-r.gov/users/docs/PUG-main-vol1.pdf","type":"application/pdf","title":"Product + Definition and Users'' Guide (PUG) Vol.1 Main"},{"rel":"about","href":"https://www.goes-r.gov/products/docs/PUG-L2+-vol5.pdf","type":"application/pdf","title":"Product + Definition and Users'' Guide (PUG) Vol.5 Level 2+ Products"},{"rel":"cite-as","href":"https://doi.org/10.7289/V5KH0KK6"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/goes-glm","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"GOES-R + Lightning Detection","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-glm-thumb.png","type":"image/png","roles":["thumbnail"],"title":"GOES + GLM Thumbnail"},"geoparquet-items":{"href":"abfs://items/goes-glm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-66.56,-8.44,66.56],[156.44,-66.56,180.0,66.56]]},"temporal":{"interval":[["2018-02-13T16:10:00Z",null]]}},"license":"proprietary","sci:doi":"10.7289/V5KH0KK6","keywords":["GOES","NOAA","NASA","Satellite","Lightning","Weather"],"providers":[{"url":"https://www.nasa.gov/content/goes","name":"NASA","roles":["producer"]},{"url":"https://www.goes-r.gov/","name":"NOAA","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[8000],"mission":["GOES"],"platform":["GOES-16","GOES-17","GOES-18","GOES-19"],"instruments":["FM1","FM2"],"constellation":["GOES"],"processing:level":["L2"],"goes:orbital-slot":["West","East","Test"]},"description":"The + [Geostationary Lightning Mapper (GLM)](https://www.goes-r.gov/spacesegment/glm.html) + is a single-channel, near-infrared optical transient detector that can detect + the momentary changes in an optical scene, indicating the presence of lightning. + GLM measures total lightning (in-cloud, cloud-to-cloud and cloud-to-ground) + activity continuously over the Americas and adjacent ocean regions with near-uniform + spatial resolution of approximately 10 km. GLM collects information such as + the frequency, location and extent of lightning discharges to identify intensifying + thunderstorms and tropical cyclones. Trends in total lightning available from + the GLM provide critical information to forecasters, allowing them to focus + on developing severe storms much earlier and before these storms produce damaging + winds, hail or even tornadoes.\n\nThe GLM data product consists of a hierarchy + of earth-located lightning radiant energy measures including events, groups, + and flashes:\n\n- Lightning events are detected by the instrument.\n- Lightning + groups are a collection of one or more lightning events that satisfy temporal + and spatial coincidence thresholds.\n- Similarly, lightning flashes are a + collection of one or more lightning groups that satisfy temporal and spatial + coincidence thresholds.\n\nThe product includes the relationship among lightning + events, groups, and flashes, and the area coverage of lightning groups and + flashes. The product also includes processing and data quality metadata, and + satellite state and location information. \n\nThe NetCDF files are delivered + to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).","item_assets":{"netcdf":{"type":"application/netcdf","roles":["data"],"title":"Original + NetCDF4 file"}},"msft:region":"westeurope","sci:citation":"GOES-R Algorithm + Working Group and GOES-R Series Program, (2018): NOAA GOES-R Series Geostationary + Lightning Mapper (GLM) Level 2 Lightning Detection: Events, Groups, and Flashes. + NOAA National Centers for Environmental Information. doi:10.7289/V5KH0KK6.","stac_version":"1.0.0","msft:group_id":"goes","msft:container":"noaa-goes-geoparquet","stac_extensions":["https://stac-extensions.github.io/goes/v1.0.0/schema.json","https://stac-extensions.github.io/processing/v1.1.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"goeseuwest","msft:short_description":"Continuous + lightning detection over the Western Hemisphere from the Geostationary Lightning + Mapper (GLM) instrument."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2134' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:35 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181834Z-r159ff9f48b9hw57hC1YTO202w0000000d1g000000009ex9 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded + response: + body: + string: "{\"id\":\"noaa-climate-normals-gridded\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA + U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA + Open Data Dissemination\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Readme_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Readme + for Monthly Gridded Normals\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Documentation + for Monthly Gridded Normals\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-gridded\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA + US Gridded Climate Normals (Cloud-Optimized GeoTIFF)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-gridded-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA + U.S. Gridded Climate Normals (Cloud-Optimized GeoTIFF) Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-gridded.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-124.708333,24.541666,-66.999995,49.375001]]},\"temporal\":{\"interval\":[[\"1901-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate + Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA + National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1901-2000\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"daily\",\"monthly\",\"seasonal\",\"annual\"]},\"description\":\"The + [NOAA Gridded United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals#tab-1027) + provide a continuous grid of temperature and precipitation data across the + contiguous United States (CONUS). The grids are derived from NOAA's [NClimGrid + dataset](https://planetarycomputer.microsoft.com/dataset/group/noaa-nclimgrid), + and resolutions (nominal 5x5 kilometer) and spatial extents (CONUS) therefore + match that of NClimGrid. Monthly, seasonal, and annual gridded normals are + computed from simple averages of the NClimGrid data and are provided for three + time-periods: 1901\u20132020, 1991\u20132020, and 2006\u20132020. Daily gridded + normals are smoothed for a smooth transition from one day to another and are + provided for two time-periods: 1991\u20132020, and 2006\u20132020.\\n\\nNOAA + produces Climate Normals in accordance with the [World Meteorological Organization](https://public.wmo.int/en) + (WMO), of which the United States is a member. The WMO requires each member + nation to compute 30-year meteorological quantity averages at least every + 30 years, and recommends an update each decade, in part to incorporate newer + weather stations. The 1991\u20132020 U.S. Climate Normals are the latest in + a series of decadal normals first produced in the 1950s. \\n\\nThis Collection + contains gridded data for the following frequencies and time periods:\\n\\n- + Annual, seasonal, and monthly normals\\n - 100-year (1901\u20132000)\\n + \ - 30-year (1991\u20132020)\\n - 15-year (2006\u20132020)\\n- Daily + normals\\n - 30-year (1991\u20132020)\\n - 15-year (2006\u20132020)\\n\\nThe + data in this Collection have been converted from the original NetCDF format + to Cloud Optimized GeoTIFFs (COGs). The source NetCDF files are delivered + to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\\n## + STAC Metadata\\n\\nThe STAC items in this collection contain several custom + fields that can be used to further filter the data.\\n\\n* `noaa_climate_normals:period`: + Climate normal time period. This can be \\\"1901-2000\\\", \\\"1991-2020\\\", + or \\\"2006-2020\\\".\\n* `noaa_climate_normals:frequency`: Climate normal + temporal interval (frequency). This can be \\\"daily\\\", \\\"monthly\\\", + \\\"seasonal\\\" , or \\\"annual\\\"\\n* `noaa_climate_normals:time_index`: + Time step index, e.g., month of year (1-12).\\n\\nThe `description` field + of the assets varies by frequency. Using `prcp_norm` as an example, the descriptions + are\\n\\n* annual: \\\"Annual precipitation normals from monthly precipitation + normal values\\\"\\n* seasonal: \\\"Seasonal precipitation normals (WSSF) + from monthly normals\\\"\\n* monthly: \\\"Monthly precipitation normals from + monthly precipitation values\\\"\\n* daily: \\\"Precipitation normals from + daily averages\\\"\\n\\nCheck the assets on individual items for the appropriate + description.\\n\\nThe STAC keys for most assets consist of two abbreviations. + A \\\"variable\\\":\\n\\n\\n| Abbreviation | Description |\\n| + ------------ | ---------------------------------------- |\\n| prcp | + Precipitation over the time period |\\n| tavg | Mean temperature + over the time period |\\n| tmax | Maximum temperature over the + time period |\\n| tmin | Minimum temperature over the time period + |\\n\\nAnd an \\\"aggregation\\\":\\n\\n| Abbreviation | Description + \ |\\n| ------------ | ------------------------------------------------------------------------------ + |\\n| max | Maximum of the variable over the time period |\\n| + min | Minimum of the variable over the time period |\\n| + std | Standard deviation of the value over the time period |\\n| + flag | An count of the number of inputs (months, years, etc.) to calculate + the normal |\\n| norm | The normal for the variable over the time + period |\\n\\nSo, for example, `prcp_max` for + monthly data is the \\\"Maximum values of all input monthly precipitation + normal values\\\".\\n\",\"item_assets\":{\"prcp_max\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_min\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_std\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_max\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_min\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_std\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_max\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_min\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_std\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_max\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_min\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_std\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_flag\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_flag\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_flag\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_flag\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"m2dprcp_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"description\":\"Month-To-Day + Precipitation normals\",\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"y2dprcp_norm\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"description\":\"Year-To-Day + Precipitation normals\",\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"gridded-normals-cogs\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Gridded + Climate Normals for the contiguous United States in Cloud Optimized GeoTIFF + (COG) format.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2803' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:35 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181835Z-r159ff9f48bdd676hC1YTO7yr8000000042000000000ct13 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t + response: + body: + string: '{"id":"aster-l1t","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/aster-l1t","type":"text/html","title":"Human + readable dataset overview and reference"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/aster-l1t","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ASTER + L1T","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/aster.png","type":"image/png","roles":["thumbnail"],"title":"ASTER + L1T"},"geoparquet-items":{"href":"abfs://items/aster-l1t.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-03-04T12:00:00Z","2006-12-31T12:00:00Z"]]}},"license":"proprietary","keywords":["ASTER","USGS","NASA","Satellite","Global"],"providers":[{"url":"https://terra.nasa.gov/about/terra-instruments/aster","name":"NASA","roles":["producer","licensor"]},{"url":"https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/aster-overview/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[15,30,90],"eo:bands":[{"gsd":15,"name":"VNIR_Band1","common_name":"green","description":"visible + yellow/green","center_wavelength":0.56,"full_width_half_max":0.08},{"gsd":15,"name":"VNIR_Band2","common_name":"red","description":"visible + red","center_wavelength":0.66,"full_width_half_max":0.06},{"gsd":15,"name":"VNIR_Band3N","common_name":"nir08","description":"near + infrared","center_wavelength":0.82,"full_width_half_max":0.08},{"gsd":30,"name":"SWIR_Band4","common_name":"swir16","description":"short-wave + infrared","center_wavelength":1.65,"full_width_half_max":0.1},{"gsd":30,"name":"SWIR_Band5","common_name":"swir22","description":"short-wave + infrared","center_wavelength":2.165,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band6","common_name":"swir22","description":"short-wave + infrared","center_wavelength":2.205,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band7","common_name":"swir22","description":"short-wave + infrared","center_wavelength":2.26,"full_width_half_max":0.05},{"gsd":30,"name":"SWIR_Band8","description":"short-wave + infrared","center_wavelength":2.339,"full_width_half_max":0.07},{"gsd":30,"name":"SWIR_Band9","description":"short-wave + infrared","center_wavelength":2.395,"full_width_half_max":0.07},{"gsd":90,"name":"TIR_Band10","common_name":"lwir","description":"thermal + infrared","center_wavelength":8.3,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band11","common_name":"lwir","description":"thermal + infrared","center_wavelength":8.65,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band12","common_name":"lwir","description":"thermal + infrared","center_wavelength":9.11,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band13","common_name":"lwir","description":"thermal + infrared","center_wavelength":10.6,"full_width_half_max":0.7},{"gsd":90,"name":"TIR_Band14","common_name":"lwir","description":"thermal + infrared","center_wavelength":11.3,"full_width_half_max":0.7}],"platform":["terra"],"instruments":["aster"]},"description":"The + [ASTER](https://terra.nasa.gov/about/terra-instruments/aster) instrument, + launched on-board NASA''s [Terra](https://terra.nasa.gov/) satellite in 1999, + provides multispectral images of the Earth at 15m-90m resolution. ASTER images + provide information about land surface temperature, color, elevation, and + mineral composition.\n\nThis dataset represents ASTER [L1T](https://lpdaac.usgs.gov/products/ast_l1tv003/) + data from 2000-2006. L1T images have been terrain-corrected and rotated to + a north-up UTM projection. Images are in [cloud-optimized GeoTIFF](https://www.cogeo.org/) + format.\n","item_assets":{"TIR":{"roles":["data"],"title":"TIR Swath data","eo:bands":[{"gsd":90,"name":"TIR_Band10","common_name":"lwir","description":"thermal + infrared","center_wavelength":8.3,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band11","common_name":"lwir","description":"thermal + infrared","center_wavelength":8.65,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band12","common_name":"lwir","description":"thermal + infrared","center_wavelength":9.11,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band13","common_name":"lwir","description":"thermal + infrared","center_wavelength":10.6,"full_width_half_max":0.7},{"gsd":90,"name":"TIR_Band14","common_name":"lwir","description":"thermal + infrared","center_wavelength":11.3,"full_width_half_max":0.7}],"raster:bands":[{"name":"TIR_Band10","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band11","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band12","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band13","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band14","nodata":0,"data_type":"uint16","spatial_resolution":90}]},"xml":{"type":"application/xml","roles":["metadata"],"title":"XML + metadata"},"SWIR":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR + Swath data","eo:bands":[{"gsd":30,"name":"SWIR_Band4","common_name":"swir","description":"short-wave + infrared","center_wavelength":1.65,"full_width_half_max":0.1},{"gsd":30,"name":"SWIR_Band5","common_name":"swir","description":"short-wave + infrared","center_wavelength":2.165,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band6","common_name":"swir","description":"short-wave + infrared","center_wavelength":2.205,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band7","common_name":"swir","description":"short-wave + infrared","center_wavelength":2.26,"full_width_half_max":0.05},{"gsd":30,"name":"SWIR_Band8","common_name":"swir","description":"short-wave + infrared","center_wavelength":2.339,"full_width_half_max":0.07},{"gsd":30,"name":"SWIR_Band9","common_name":"swir","description":"short-wave + infrared","center_wavelength":2.395,"full_width_half_max":0.07}],"raster:bands":[{"name":"SWIR_Band4","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band5","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band6","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band7","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band8","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band9","nodata":0,"data_type":"uint8","spatial_resolution":30}]},"VNIR":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VNIR + Swath data","eo:bands":[{"gsd":15,"name":"VNIR_Band1","common_name":"yellow/green","description":"visible + yellow/green","center_wavelength":0.56,"full_width_half_max":0.08},{"gsd":15,"name":"VNIR_Band2","common_name":"red","description":"visible + red","center_wavelength":0.66,"full_width_half_max":0.06},{"gsd":15,"name":"VNIR_Band3N","common_name":"near + infrared","description":"near infrared","center_wavelength":0.82,"full_width_half_max":0.08}],"raster:bands":[{"name":"VNIR_Band1","nodata":0,"data_type":"uint8","spatial_resolution":15},{"name":"VNIR_Band2","nodata":0,"data_type":"uint8","spatial_resolution":15},{"name":"VNIR_Band3N","nodata":0,"data_type":"uint8","spatial_resolution":15}]},"qa-txt":{"type":"text/plain","roles":["metadata"],"title":"QA + browse file","description":"Geometric quality assessment report."},"qa-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"QA + browse file","description":"Single-band black and white reduced resolution + browse overlaid with red, green, and blue (RGB) markers for GCPs used during + the geometric verification quality check."},"tir-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"Standalone + reduced resolution TIR"},"vnir-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"VNIR + browse file","description":"Standalone reduced resolution VNIR"}},"stac_version":"1.0.0","msft:container":"aster","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"astersa","msft:short_description":"The + ASTER instrument, launched on-board NASA''s Terra satellite in 1999, provides + multispectral images of the Earth at 15m-90m resolution. This dataset contains + ASTER data from 2000-2006.","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2034' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:36 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181836Z-r159ff9f48bcg9vwhC1YTO7k3w0000000d5000000000230n + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa + response: + body: + string: "{\"id\":\"cil-gdpcir-cc-by-sa\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-SA-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative + Commons Attribution Share Alike 4.0 International\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project + homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL + Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC-BY-SA-4.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate + Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate + Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"CanESM5\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The + World Climate Research Programme's [6th Coupled Model Intercomparison Project + (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an + enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe + [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) + dataset makes this modeling more applicable to understanding the impacts of + changes in the climate on humans and society with two key developments: trend-preserving + bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) + provides global, daily minimum and maximum air temperature at the surface + (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) + corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 + scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## + Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary + Computer. The dataset is made of of three collections, distinguished by data + license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* + [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n* + [Attribution-ShareAlike (CC BY SA 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa)\\n\\nEach + modeling center with bias corrected and downscaled data in this collection + falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc-by-sa#available-institutions-models-and-scenarios-by-license-collection) + to see which model is in each collection, and see the section below on [Citing, + Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc-by-sa#citing-licensing-and-using-data-produced-by-this-project) + for citations and additional information about each license.\\n\\n## Data + format & contents\\n\\nThe data is stored as partitioned zarr stores (see + [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which + includes thousands of data and metadata files covering the full time span + of the experiment. Historical zarr stores contain just over 50 GB, while SSP + zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with + dimensions time (daily datetime), lat (float latitude), and lon (float longitude). + The data is chunked at each interval of 365 days and 90 degree interval of + latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each + chunk occupying approximately 179MB in memory.\\n\\nHistorical data is daily, + excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, + excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, + depending on data availability in the source GCM.\\n\\nThe spatial domain + covers all 0.25-degree grid cells, indexed by the grid center, with grid edges + on the quarter-degree, using a -180 to 180 longitude convention. Thus, the + \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D + coordinate extends from -89.875 to 89.875, with intermediate values at each + 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## + Available institutions, models, and scenarios by license collection\\n\\n| + Modeling institution | Source model | Available experiments + \ | License collection |\\n| -------------------- | ----------------- + | ------------------------------------------ | ---------------------- |\\n| + CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 + \ | Public domain datasets |\\n| INM | INM-CM4-8 + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets + |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, + and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| + CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 + \ | CC-BY-40] |\\n| CMCC | CMCC-ESM2 | + ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40] |\\n| + CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | + CC-BY-40] |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, + SSP2-4.5, and SSP3-7.0 | CC-BY-40] |\\n| MIROC | + MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] + \ |\\n| MIROC | MIROC6 | SSP1-2.6, SSP2-4.5, + SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| MOHC | + HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40] + \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, SSP2-4.5, + SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| MPI-M | + MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] + \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and + SSP5-8.5 | CC-BY-40] |\\n| NCC | + NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] + \ |\\n| NCC | NorESM2-MM | SSP1-2.6, SSP2-4.5, + SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| NOAA-GFDL | + GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | CC-BY-40] + \ |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, SSP2-4.5, + SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| NUIST | + NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40] + \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, ssp2-4.5, + ssp3-7.0, and ssp5-8.5 | CC-BY-40] |\\n| EC-Earth-Consortium + \ | EC-Earth3-AerChem | ssp370 | CC-BY-40] + \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and + ssp585 | CC-BY-40] |\\n| EC-Earth-Consortium + \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40] + \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, ssp2-4.5, + ssp3-7.0, and ssp5-8.5 | CC-BY-40] |\\n| CCCma | + CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-SA-40] + \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 + precipitation data was available. Therefore, we provide `tasmin` and `tamax` + for this model and experiment, but not `pr`. All other model/experiment combinations + in the above table include all three variables.\\n\\n[^2]: The institution + which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while + the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution + component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` + scenarios.\\n\\n## Project methods\\n\\nThis project makes use of statistical + bias correction and downscaling algorithms, which are specifically designed + to accurately represent changes in the extremes. For this reason, we selected + Quantile Delta Mapping (QDM), following the method introduced by [Cannon et + al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific + trends from the GCM while fitting the full distribution for a given day-of-year + to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored + to increase spatial resolution while preserving extreme behavior, Quantile-Preserving + Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide + a robust means to handle both the central and tail behavior seen in climate + model output, while aligning the full distribution to a state-of-the-art reanalysis + dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor + further documentation, see [Global downscaled projections for climate impacts + research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) + (EGUsphere, 2022 [preprint]).\\n\\n## Citing, licensing, and using data produced + by this project\\n\\nProjects making use of the data produced as part of the + Climate Impact Lab Global Downscaled Projections for Climate Impacts Research + (CIL GDPCIR) project are requested to cite both this project and the source + datasets from which these results are derived. Additionally, the use of data + derived from some GCMs *requires* citations, and some modeling centers impose + licensing restrictions & requirements on derived works. See each GCM's license + info in the links below for more information.\\n\\n### CIL GDPCIR\\n\\nUsers + are requested to cite this project in derived works. Our method documentation + paper may be cited using the following:\\n\\n> Gergel, D. R., Malevich, S. + B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, M. A., and Kopp, + R. E.: Global downscaled projections for climate impacts research (GDPCIR): + preserving extremes for modeling future climate impacts, EGUsphere [preprint], + https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe code repository + may be cited using the following:\\n\\n> Diana Gergel, Kelly McCusker, Brewster + Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado (2022). ClimateImpactLab/downscaleCMIP6: + (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### ERA5\\n\\nAdditionally, + we request you cite the historical dataset used in bias correction and downscaling, + ERA5. See the [ECMWF guide to citing a dataset on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> + Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: + 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> + Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. + Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed + on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> + Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus + Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, + 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### + GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available + through the Earth System Grid Federation (ESGF) are subject to Creative Commons + [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA + 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate + Impact Lab has reached out to each of the modeling institutions to request + waivers from these terms so the outputs of this project may be used with fewer + restrictions, and has been granted permission to release the data using the + licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following + bias corrected and downscaled model simulations are available in the public + domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* + **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output + prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n + \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 + ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 + version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version + 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* + **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 + model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n + \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 + version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### + CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations + are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). + Note that this license requires citation of the source model output (included + here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* + **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, + Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, + Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; + Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, + Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, + Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, + Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; + Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 + model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n + \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, + Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, + Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; + Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, + Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, + Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, + Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; + Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output + prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n + \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; + Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; + Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, + Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 + model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n + \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, + Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; + Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, + Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared + for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* + **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; + Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; + Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. + Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n + \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, + Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, + Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; + SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* + **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC + CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP + Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 + version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* + **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme + **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version + 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n + \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, + Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; + SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* + **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. + Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* + **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium + EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* + **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; + SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* + **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* + **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* + **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, + Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, + Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, + Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen + M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, + Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; + Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; + Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; + Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, + P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. + *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n + \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; + Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, + Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; + Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, + Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, + Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; + Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; + Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, + Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 + model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n + \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; + McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; + Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, + Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; + Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, + David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, + Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, + John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry + W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; + Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 + model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n + \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; + Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, + John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, + Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL + GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* + **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; + Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output + prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n + \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for + CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; + SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* + **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n + \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, + Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, + Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, + Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, + Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. + Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n + \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; + Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; + Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, + Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, + Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. + Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* + **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. + *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP + Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. + *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* + **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; + Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; + Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, + Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, + J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; + Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, + Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; + Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n + \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; + Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; + Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, + Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; + Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; + Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, + Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; + Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; + Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; + Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, + Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; + Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich + **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. + Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* + **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, + Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; + Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de + Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; + Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, + Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; + Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, + Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n + \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; + Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, + Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; + von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; + Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, + Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, + Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, + Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von + Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, + Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; + Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR + model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n + \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model + output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n + \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* + **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk + Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model + output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n + \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* + **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, + \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model + output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n + \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* + **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, + Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. + *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n + \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; + Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy + **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; + SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n\\n#### + CC-BY-SA-4.0\\n\\nThe following bias corrected and downscaled model simulations + are licensed under a [Creative Commons Attribution-ShareAlike 4.0 International + License](https://creativecommons.org/licenses/by-sa/4.0/). Note that this + license requires citation of the source model output (included here) and requires + that derived works be shared under the same license. Please see https://creativecommons.org/licenses/by-sa/4.0/ + for more information. Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa.\\n\\n* + **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav + V.; Lazare, Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, + Vivek; Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; + Saenko, Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, + Larry; von Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. + *CCCma CanESM5 model output prepared for CMIP6 CMIP*. Version 20190429. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP + Citation:\\n\\n > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav + V.; Lazare, Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, + Vivek; Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; + Saenko, Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, + Larry; von Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. + *CCCma CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## + Acknowledgements\\n\\nThis work is the result of many years worth of work + by members of the [Climate Impact Lab](https://impactlab.org), but would not + have been possible without many contributions from across the wider scientific + and computing communities.\\n\\nSpecifically, we would like to acknowledge + the World Climate Research Programme's Working Group on Coupled Modeling, + which is responsible for CMIP, and we would like to thank the climate modeling + groups for producing and making their model output available. We would particularly + like to thank the modeling institutions whose results are included as an input + to this repository (listed above) for their contributions to the CMIP6 project + and for responding to and granting our requests for license waivers.\\n\\nWe + would also like to thank Lamont-Doherty Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) + (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) + and Google Cloud and the Google Public Datasets program for making the [CMIP6 + Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) + possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), + [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), + [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), + and [Charles Stern](https://github.com/cisaacstern) for the huge amount of + work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, + analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the + [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) + ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in + particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), + and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM + bias correction method in the xclim python package, supporting our QPLAD implementation + into the package, and ongoing support in integrating dask into downscaling + workflows. For method advice and useful conversations, we would like to thank + Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## + Financial support\\n\\nThis research has been supported by The Rockefeller + Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* + CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* + Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate + Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface + Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface + Air Temperature\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm + day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate + Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)\",\"msft:region\":\"westeurope\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '10873' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:36 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181836Z-r159ff9f48btt24zhC1YTO3p7g000000040g00000000gnu0 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip + response: + body: + string: '{"id":"naip","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip"},{"rel":"license","href":"https://www.fsa.usda.gov/help/policies-and-links/","title":"Public + Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/naip","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"NAIP: + National Agriculture Imagery Program","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/naip.png","type":"image/png","roles":["thumbnail"],"title":"NAIP + thumbnail"},"geoparquet-items":{"href":"abfs://items/naip.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.784,24.744,-66.951,49.346],[-156.003,19.059,-154.809,20.127],[-67.316,17.871,-65.596,18.565],[-64.94,17.622,-64.56,17.814]]},"temporal":{"interval":[["2010-01-01T00:00:00Z","2023-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["NAIP","Aerial","Imagery","USDA","AFPO","Agriculture","United + States"],"providers":[{"url":"https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/","name":"USDA + Farm Service Agency","roles":["producer","licensor"]},{"url":"https://www.esri.com/","name":"Esri","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[0.3,0.6,1.0],"eo:bands":[{"name":"Red","common_name":"red","description":"visible + red"},{"name":"Green","common_name":"green","description":"visible green"},{"name":"Blue","common_name":"blue","description":"visible + blue"},{"name":"NIR","common_name":"nir","description":"near-infrared"}]},"description":"The + [National Agriculture Imagery Program](https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/) + (NAIP) \nprovides U.S.-wide, high-resolution aerial imagery, with four spectral + bands (R, G, B, IR). \nNAIP is administered by the [Aerial Field Photography + Office](https://www.fsa.usda.gov/programs-and-services/aerial-photography/) + (AFPO) \nwithin the [US Department of Agriculture](https://www.usda.gov/) + (USDA). \nData are captured at least once every three years for each state. + \nThis dataset represents NAIP data from 2010-present, in [cloud-optimized + GeoTIFF](https://www.cogeo.org/) format.\nYou can visualize the coverage of + current and past collections [here](https://naip-usdaonline.hub.arcgis.com/). + \n","item_assets":{"image":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"RGBIR + COG tile","eo:bands":[{"name":"Red","common_name":"red"},{"name":"Green","common_name":"green"},{"name":"Blue","common_name":"blue"},{"name":"NIR","common_name":"nir","description":"near-infrared"}]},"metadata":{"type":"text/plain","roles":["metadata"],"title":"FGDC + Metdata"},"thumbnail":{"type":"image/jpeg","roles":["thumbnail"],"title":"Thumbnail"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"naip","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"naipeuwest","msft:short_description":"NAIP + provides US-wide, high-resolution aerial imagery. This dataset includes NAIP + images from 2010 to the present."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1563' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:37 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181837Z-r159ff9f48bbxz4mhC1YTOmd4g000000034g00000000dss7 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class + response: + body: + string: '{"id":"io-lulc-9-class","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class"},{"rel":"related","href":"https://livingatlas.arcgis.com/landcover/"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","type":"text/html","title":"CC + BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"10m + Annual Land Use Land Cover (9-class) V1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-9-class.png","title":"10m + Annual Land Use Land Cover (9-class)","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/io-lulc-9-class.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-01-01T00:00:00Z","2023-01-01T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land + Cover","Land Use","Sentinel"],"providers":[{"url":"https://www.esri.com/","name":"Esri","roles":["licensor"]},{"url":"https://www.impactobservatory.com/","name":"Impact + Observatory","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"raster:bands":[{"nodata":0,"spatial_resolution":10}]},"description":"__Note__: + _A new version of this item is available for your use. This mature version + of the map remains available for use in existing applications. This item will + be retired in December 2024. There is 2023 data available in the newer [9-class + v2 dataset](https://planetarycomputer.microsoft.com/dataset/io-lulc-annual-v02)._\n\nTime + series of annual global maps of land use and land cover (LULC). It currently + has data from 2017-2022. The maps are derived from ESA Sentinel-2 imagery + at 10m resolution. Each map is a composite of LULC predictions for 9 classes + throughout the year in order to generate a representative snapshot of each + year.\n\nThis dataset was generated by [Impact Observatory](http://impactobservatory.com/), + who used billions of human-labeled pixels (curated by the National Geographic + Society) to train a deep learning model for land classification. The global + map was produced by applying this model to the Sentinel-2 annual scene collections + on the Planetary Computer. Each of the maps has an assessed average accuracy + of over 75%.\n\nThis map uses an updated model from the [10-class model](https://planetarycomputer.microsoft.com/dataset/io-lulc) + and combines Grass(formerly class 3) and Scrub (formerly class 6) into a single + Rangeland class (class 11). The original Esri 2020 Land Cover collection uses + 10 classes (Grass and Scrub separate) and an older version of the underlying + deep learning model. The Esri 2020 Land Cover map was also produced by Impact + Observatory. The map remains available for use in existing applications. + New applications should use the updated version of 2020 once it is available + in this collection, especially when using data from multiple years of this + time series, to ensure consistent classification.\n\nAll years are available + under a Creative Commons BY-4.0.","item_assets":{"data":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global + land cover data","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Water"},{"values":[2],"summary":"Trees"},{"values":[4],"summary":"Flooded + vegetation"},{"values":[5],"summary":"Crops"},{"values":[7],"summary":"Built + area"},{"values":[8],"summary":"Bare ground"},{"values":[9],"summary":"Snow/ice"},{"values":[10],"summary":"Clouds"},{"values":[11],"summary":"Rangeland"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"io-land-cover","msft:container":"io-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global + land cover information with 9 classes for 2017-2022 at 10m resolution"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1913' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:38 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181837Z-r159ff9f48bknxz5hC1YTOb2dg0000000da0000000008q8t + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity + response: + body: + string: "{\"id\":\"io-biodiversity\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC + BY 4.0\"},{\"rel\":\"about\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/io-biodiversity/Biodiversity_Intactness_whitepaper.pdf\",\"type\":\"application/pdf\",\"title\":\"Technical + White Paper\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/io-biodiversity\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Biodiversity + Intactness\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-biodiversity-thumb.png\",\"title\":\"Biodiversity + Intactness\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/io-biodiversity.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2017-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"Global\",\"Biodiversity\"],\"providers\":[{\"url\":\"https://www.impactobservatory.com/\",\"name\":\"Impact + Observatory\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://www.vizzuality.com/\",\"name\":\"Vizzuality\",\"roles\":[\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"version\":[\"v1\"]},\"description\":\"Generated + by [Impact Observatory](https://www.impactobservatory.com/), in collaboration + with [Vizzuality](https://www.vizzuality.com/), these datasets estimate terrestrial + Biodiversity Intactness as 100-meter gridded maps for the years 2017-2020.\\n\\nMaps + depicting the intactness of global biodiversity have become a critical tool + for spatial planning and management, monitoring the extent of biodiversity + across Earth, and identifying critical remaining intact habitat. Yet, these + maps are often years out of date by the time they are available to scientists + and policy-makers. The datasets in this STAC Collection build on past studies + that map Biodiversity Intactness using the [PREDICTS database](https://onlinelibrary.wiley.com/doi/full/10.1002/ece3.2579) + of spatially referenced observations of biodiversity across 32,000 sites from + over 750 studies. The approach differs from previous work by modeling the + relationship between observed biodiversity metrics and contemporary, global, + geospatial layers of human pressures, with the intention of providing a high + resolution monitoring product into the future.\\n\\nBiodiversity intactness + is estimated as a combination of two metrics: Abundance, the quantity of individuals, + and Compositional Similarity, how similar the composition of species is to + an intact baseline. Linear mixed effects models are fit to estimate the predictive + capacity of spatial datasets of human pressures on each of these metrics and + project results spatially across the globe. These methods, as well as comparisons + to other leading datasets and guidance on interpreting results, are further + explained in a methods [white paper](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/io-biodiversity/Biodiversity_Intactness_whitepaper.pdf) + entitled \u201CGlobal 100m Projections of Biodiversity Intactness for the + years 2017-2020.\u201D\\n\\nAll years are available under a Creative Commons + BY-4.0 license.\\n\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; application=geotiff; + profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Biodiversity Intactness\",\"description\":\"Terrestrial + biodiversity intactness at 100m resolution\",\"raster:bands\":[{\"sampling\":\"area\",\"data_type\":\"float32\",\"spatial_resolution\":100}]}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:container\":\"impact\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"pcdata01euw\",\"msft:short_description\":\"Global + terrestrial biodiversity intactness at 100m resolution for years 2017-2020\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1873' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:38 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181838Z-r159ff9f48bsqs4rhC1YTOhcrc00000004r000000000f2sd + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi + response: + body: + string: "{\"id\":\"noaa-cdr-sea-surface-temperature-whoi\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA + CDR Sea Surface Temperature - WHOI Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi\",\"type\":\"text/html\",\"title\":\"Sea + Surface Temperature - WHOI CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/V5FB510W\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea + Surface Temperature - WHOI CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea + Surface Temperature - WHOI CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-whoi.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90,180,90]]},\"temporal\":{\"interval\":[[\"1988-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/V5FB510W\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Ocean\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National + Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI + is the Nation's leading authority for environmental data, and manage one of + the largest archives of atmospheric, coastal, geophysical, and oceanic research + in the world. NCEI contributes to the NESDIS mission by developing new products + and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The + Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate + Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean + Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data + are produced through modeling the diurnal variability in combination with + AVHRR SST observations. The final record is output to a 3-hourly 0.25\xB0 + resolution grid over the global ice-free oceans from January 1988\u2014present.\\n\\nThese + Cloud Optimized GeoTIFFs (COGs) were created from NetCDF files which are delivered + to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor + the NetCDF files, see collection `noaa-cdr-sea-surface-temperature-whoi-netcdf`.\\n\",\"item_assets\":{\"fill_missing_qc\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"sea_surface_temperature\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree + Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Clayson, + Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data + Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic + Data Center. doi:10.7289/V5FB510W\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-whoi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The + Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate + Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean + Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data + are produced through modeling the diurnal variability in combination with + AVHRR SST observations.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1796' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:39 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181838Z-r159ff9f48bsgctqhC1YTO55dw00000003zg000000002c11 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content + response: + body: + string: "{\"id\":\"noaa-cdr-ocean-heat-content\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA + CDR Ocean Heat Content Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content\",\"type\":\"text/html\",\"title\":\"Global + Ocean Heat Content CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/v53f4mvp\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Global + Ocean Heat Content CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Global + Ocean Heat Content CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-ocean-heat-content.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1972-03-01T00:00:00Z\",\"2022-03-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/v53f4mvp\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National + Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI + is the Nation's leading authority for environmental data, and manage one of + the largest archives of atmospheric, coastal, geophysical, and oceanic research + in the world. NCEI contributes to the NESDIS mission by developing new products + and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_cdr:interval\":[\"monthly\",\"seasonal\",\"yearly\",\"pentadal\"],\"noaa_cdr:max_depth\":[100,700,2000]},\"description\":\"The + Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content + anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal + (five-yearly) scales. This CDR quantifies ocean heat content change over time, + which is an essential metric for understanding climate change and the Earth's + energy budget. It provides time-series for multiple depth ranges in the global + ocean and each of the major basins (Atlantic, Pacific, and Indian) divided + by hemisphere (Northern, Southern).\\n\\nThese Cloud Optimized GeoTIFFs (COGs) + were created from NetCDF files which are delivered to Azure as part of the + [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor + the NetCDF files, see collection `noaa-cdr-ocean-heat-content-netcdf`.\\n\",\"item_assets\":{\"heat_content\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Ocean + Heat Content anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"10^18 joules\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_salinity\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean + salinity anomalies from WOA09\",\"raster:bands\":[{\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_temperature\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean + temperature anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"degrees Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_halosteric_sea_level\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean + halosteric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_thermosteric_sea_level\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean + thermosteric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_total_steric_sea_level\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean + total steric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Levitus, + Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\xEDa, Hern\xE1n + E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, + Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature + anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric + sea level anomalies, and total steric sea level anomalies from 1955 to present + calculated from in situ oceanographic subsurface profile data (NCEI Accession + 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"ocean-heat-content\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The + Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content + anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal + (five-yearly) scales.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2140' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:39 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181839Z-r159ff9f48b6rnlxhC1YTO0cpg000000041g00000000dg43 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0 + response: + body: + string: "{\"id\":\"cil-gdpcir-cc0\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC0-1.0.html\",\"type\":\"text/html\",\"title\":\"Creative + Commons Zero v1.0 Universal\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project + homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL + Global Downscaled Projections for Climate Impacts Research (CC0-1.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC0-1.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate + Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate + Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"FGOALS-g3\",\"INM-CM4-8\",\"INM-CM5-0\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The + World Climate Research Programme's [6th Coupled Model Intercomparison Project + (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an + enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe + [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) + dataset makes this modeling more applicable to understanding the impacts of + changes in the climate on humans and society with two key developments: trend-preserving + bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) + provides global, daily minimum and maximum air temperature at the surface + (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) + corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 + scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## + Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary + Computer. The dataset is made of of three collections, distinguished by data + license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* + [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n\\nEach + modeling center with bias corrected and downscaled data in this collection + falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc0#available-institutions-models-and-scenarios-by-license-collection) + to see which model is in each collection, and see the section below on [Citing, + Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc0#citing-licensing-and-using-data-produced-by-this-project) + for citations and additional information about each license.\\n\\n## Data + format & contents\\n\\nThe data is stored as partitioned zarr stores (see + [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which + includes thousands of data and metadata files covering the full time span + of the experiment. Historical zarr stores contain just over 50 GB, while SSP + zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with + dimensions time (daily datetime), lat (float latitude), and lon (float longitude). + The data is chunked at each interval of 365 days and 90 degree interval of + latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each + chunk occupying approximately 180MB in memory.\\n\\nHistorical data is daily, + excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, + excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, + depending on data availability in the source GCM.\\n\\nThe spatial domain + covers all 0.25-degree grid cells, indexed by the grid center, with grid edges + on the quarter-degree, using a -180 to 180 longitude convention. Thus, the + \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D + coordinate extends from -89.875 to 89.875, with intermediate values at each + 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## + Available institutions, models, and scenarios by license collection\\n\\n| + Modeling institution | Source model | Available experiments + \ | License collection |\\n| -------------------- | ----------------- + | ------------------------------------------ | ---------------------- |\\n| + CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 + \ | Public domain datasets |\\n| INM | INM-CM4-8 + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets + |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, + and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| + CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 + \ | CC-BY-40 |\\n| CMCC | CMCC-ESM2 | + ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40 |\\n| + CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | + CC-BY-40 |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, + SSP2-4.5, and SSP3-7.0 | CC-BY-40 |\\n| MIROC | + MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| MIROC | MIROC6 | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MOHC | + HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 + \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MPI-M | + MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and + SSP5-8.5 | CC-BY-40 |\\n| NCC | + NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| NCC | NorESM2-MM | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NOAA-GFDL + \ | GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | + CC-BY-40 |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NUIST | + NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, + ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| EC-Earth-Consortium + \ | EC-Earth3-AerChem | ssp370 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and + ssp585 | CC-BY-40 |\\n| EC-Earth-Consortium + \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, + ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| CCCma | + CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40[^3] + \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 + precipitation data was available. Therefore, we provide `tasmin` and `tamax` + for this model and experiment, but not `pr`. All other model/experiment combinations + in the above table include all three variables.\\n\\n[^2]: The institution + which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while + the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution + component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` + scenarios.\\n\\n[^3]: This dataset was previously licensed as [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/), + but was relicensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0) + in March, 2023. \\n\\n## Project methods\\n\\nThis project makes use of statistical + bias correction and downscaling algorithms, which are specifically designed + to accurately represent changes in the extremes. For this reason, we selected + Quantile Delta Mapping (QDM), following the method introduced by [Cannon et + al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific + trends from the GCM while fitting the full distribution for a given day-of-year + to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored + to increase spatial resolution while preserving extreme behavior, Quantile-Preserving + Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide + a robust means to handle both the central and tail behavior seen in climate + model output, while aligning the full distribution to a state-of-the-art reanalysis + dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor + further documentation, see [Global downscaled projections for climate impacts + research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) + (EGUsphere, 2022 [preprint]).\\n\\n\\n## Citing, licensing, and using data + produced by this project\\n\\nProjects making use of the data produced as + part of the Climate Impact Lab Global Downscaled Projections for Climate Impacts + Research (CIL GDPCIR) project are requested to cite both this project and + the source datasets from which these results are derived. Additionally, the + use of data derived from some GCMs *requires* citations, and some modeling + centers impose licensing restrictions & requirements on derived works. See + each GCM's license info in the links below for more information.\\n\\n### + CIL GDPCIR\\n\\nUsers are requested to cite this project in derived works. + Our method documentation paper may be cited using the following:\\n\\n> Gergel, + D. R., Malevich, S. B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, + M. A., and Kopp, R. E.: Global downscaled projections for climate impacts + research (GDPCIR): preserving extremes for modeling future climate impacts, + EGUsphere [preprint], https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe + code repository may be cited using the following:\\n\\n> Diana Gergel, Kelly + McCusker, Brewster Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado + (2022). ClimateImpactLab/downscaleCMIP6: (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### + ERA5\\n\\nAdditionally, we request you cite the historical dataset used in + bias correction and downscaling, ERA5. See the [ECMWF guide to citing a dataset + on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> + Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: + 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> + Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. + Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed + on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> + Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus + Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, + 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### + GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available + through the Earth System Grid Federation (ESGF) are subject to Creative Commons + [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA + 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate + Impact Lab has reached out to each of the modeling institutions to request + waivers from these terms so the outputs of this project may be used with fewer + restrictions, and has been granted permission to release the data using the + licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following + bias corrected and downscaled model simulations are available in the public + domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* + **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output + prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n + \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 + ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 + version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version + 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* + **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 + model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n + \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 + version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### + CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations + are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). + Note that this license requires citation of the source model output (included + here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* + **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, + Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, + Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; + Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, + Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, + Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, + Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; + Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 + model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n + \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, + Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, + Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; + Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, + Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, + Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, + Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; + Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output + prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n + \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; + Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; + Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, + Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 + model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n + \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, + Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; + Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, + Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared + for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* + **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; + Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; + Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. + Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n + \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, + Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, + Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; + SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* + **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC + CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP + Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 + version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* + **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme + **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version + 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n + \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, + Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; + SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* + **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. + Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* + **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium + EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* + **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; + SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* + **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* + **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* + **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, + Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, + Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, + Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen + M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, + Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; + Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; + Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; + Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, + P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. + *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n + \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; + Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, + Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; + Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, + Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, + Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; + Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; + Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, + Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 + model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n + \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; + McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; + Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, + Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; + Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, + David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, + Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, + John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry + W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; + Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 + model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n + \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; + Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, + John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, + Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL + GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* + **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; + Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output + prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n + \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for + CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; + SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* + **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n + \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, + Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, + Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, + Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, + Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. + Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n + \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; + Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; + Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, + Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, + Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. + Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* + **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. + *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP + Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. + *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* + **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; + Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; + Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, + Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, + J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; + Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, + Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; + Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n + \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; + Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; + Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, + Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; + Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; + Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, + Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; + Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; + Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; + Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, + Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; + Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich + **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. + Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* + **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, + Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; + Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de + Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; + Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, + Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; + Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, + Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n + \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; + Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, + Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; + von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; + Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, + Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, + Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, + Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von + Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, + Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; + Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR + model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n + \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model + output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n + \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* + **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk + Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model + output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n + \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* + **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, + \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model + output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n + \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* + **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, + Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. + *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n + \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; + Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy + **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; + SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n\\n* + **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt). + Note: this dataset was previously licensed\\n under CC BY-SA 4.0, but was + relicensed as CC BY 4.0 in March, 2023.\\n\\n CMIP Citation:\\n\\n > Swart, + Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, Mike; Scinocca, + John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; Christian, James + R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, Oleg A.; Seiler, + Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von Salzen, Knut; + Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma CanESM5 model + output prepared for CMIP6 CMIP*. Version 20190429. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP Citation:\\n\\n + \ > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, + Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; + Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, + Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von + Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma + CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## Acknowledgements\\n\\nThis + work is the result of many years worth of work by members of the [Climate + Impact Lab](https://impactlab.org), but would not have been possible without + many contributions from across the wider scientific and computing communities.\\n\\nSpecifically, + we would like to acknowledge the World Climate Research Programme's Working + Group on Coupled Modeling, which is responsible for CMIP, and we would like + to thank the climate modeling groups for producing and making their model + output available. We would particularly like to thank the modeling institutions + whose results are included as an input to this repository (listed above) for + their contributions to the CMIP6 project and for responding to and granting + our requests for license waivers.\\n\\nWe would also like to thank Lamont-Doherty + Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) + (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) + and Google Cloud and the Google Public Datasets program for making the [CMIP6 + Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) + possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), + [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), + [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), + and [Charles Stern](https://github.com/cisaacstern) for the huge amount of + work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, + analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the + [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) + ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in + particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), + and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM + bias correction method in the xclim python package, supporting our QPLAD implementation + into the package, and ongoing support in integrating dask into downscaling + workflows. For method advice and useful conversations, we would like to thank + Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## + Financial support\\n\\nThis research has been supported by The Rockefeller + Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* + CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* + Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate + Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface + Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface + Air Temperature\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm + day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate + Impact Lab Global Downscaled Projections for Climate Impacts Research (CC0-1.0)\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '10864' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:40 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181839Z-r159ff9f48bstrz7hC1YTOnvug0000000d9g00000000a886 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by + response: + body: + string: "{\"id\":\"cil-gdpcir-cc-by\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative + Commons Attribution 4.0 International\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project + homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL + Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/cil-gdpcir-cc-by.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate + Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate + Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"BCC-CSM2-MR\",\"ACCESS-ESM1-5\",\"ACCESS-CM2\",\"MIROC-ES2L\",\"MIROC6\",\"NorESM2-LM\",\"NorESM2-MM\",\"GFDL-CM4\",\"GFDL-ESM4\",\"NESM3\",\"MPI-ESM1-2-HR\",\"HadGEM3-GC31-LL\",\"UKESM1-0-LL\",\"MPI-ESM1-2-LR\",\"EC-Earth3\",\"EC-Earth3-AerChem\",\"EC-Earth3-CC\",\"EC-Earth3-Veg\",\"EC-Earth3-Veg-LR\",\"CMCC-CM2-SR5\",\"CMCC-ESM2\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The + World Climate Research Programme's [6th Coupled Model Intercomparison Project + (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an + enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe + [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) + dataset makes this modeling more applicable to understanding the impacts of + changes in the climate on humans and society with two key developments: trend-preserving + bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) + provides global, daily minimum and maximum air temperature at the surface + (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) + corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 + scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## + Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary + Computer. The dataset is made of of three collections, distinguished by data + license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* + [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n\\nEach + modeling center with bias corrected and downscaled data in this collection + falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc-by#available-institutions-models-and-scenarios-by-license-collection) + to see which model is in each collection, and see the section below on [Citing, + Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc-by#citing-licensing-and-using-data-produced-by-this-project) + for citations and additional information about each license.\\n\\n## Data + format & contents\\n\\nThe data is stored as partitioned zarr stores (see + [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which + includes thousands of data and metadata files covering the full time span + of the experiment. Historical zarr stores contain just over 50 GB, while SSP + zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with + dimensions time (daily datetime), lat (float latitude), and lon (float longitude). + The data is chunked at each interval of 365 days and 90 degree interval of + latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each + chunk occupying approximately 180MB in memory.\\n\\nHistorical data is daily, + excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, + excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, + depending on data availability in the source GCM.\\n\\nThe spatial domain + covers all 0.25-degree grid cells, indexed by the grid center, with grid edges + on the quarter-degree, using a -180 to 180 longitude convention. Thus, the + \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D + coordinate extends from -89.875 to 89.875, with intermediate values at each + 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## + Available institutions, models, and scenarios by license collection\\n\\n| + Modeling institution | Source model | Available experiments + \ | License collection |\\n| -------------------- | ----------------- + | ------------------------------------------ | ---------------------- |\\n| + CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 + \ | Public domain datasets |\\n| INM | INM-CM4-8 + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets + |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, + and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR + \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| + CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 + \ | CC-BY-40 |\\n| CMCC | CMCC-ESM2 | + ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40 |\\n| + CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | + CC-BY-40 |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, + SSP2-4.5, and SSP3-7.0 | CC-BY-40 |\\n| MIROC | + MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| MIROC | MIROC6 | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MOHC | + HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 + \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MPI-M | + MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and + SSP5-8.5 | CC-BY-40 |\\n| NCC | + NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 + \ |\\n| NCC | NorESM2-MM | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NOAA-GFDL + \ | GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | + CC-BY-40 |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, + SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NUIST | + NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, + ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| EC-Earth-Consortium + \ | EC-Earth3-AerChem | ssp370 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and + ssp585 | CC-BY-40 |\\n| EC-Earth-Consortium + \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 + \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, + ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| CCCma | + CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40[^3] + \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 + precipitation data was available. Therefore, we provide `tasmin` and `tamax` + for this model and experiment, but not `pr`. All other model/experiment combinations + in the above table include all three variables.\\n\\n[^2]: The institution + which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while + the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution + component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` + scenarios.\\n\\n[^3]: This dataset was previously licensed as [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/), + but was relicensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0) + in March, 2023. \\n\\n## Project methods\\n\\nThis project makes use of statistical + bias correction and downscaling algorithms, which are specifically designed + to accurately represent changes in the extremes. For this reason, we selected + Quantile Delta Mapping (QDM), following the method introduced by [Cannon et + al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific + trends from the GCM while fitting the full distribution for a given day-of-year + to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored + to increase spatial resolution while preserving extreme behavior, Quantile-Preserving + Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide + a robust means to handle both the central and tail behavior seen in climate + model output, while aligning the full distribution to a state-of-the-art reanalysis + dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor + further documentation, see [Global downscaled projections for climate impacts + research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) + (EGUsphere, 2022 [preprint]).\\n\\n## Citing, licensing, and using data produced + by this project\\n\\nProjects making use of the data produced as part of the + Climate Impact Lab Global Downscaled Projections for Climate Impacts Research + (CIL GDPCIR) project are requested to cite both this project and the source + datasets from which these results are derived. Additionally, the use of data + derived from some GCMs *requires* citations, and some modeling centers impose + licensing restrictions & requirements on derived works. See each GCM's license + info in the links below for more information.\\n\\n### CIL GDPCIR\\n\\nUsers + are requested to cite this project in derived works. Our method documentation + paper may be cited using the following:\\n\\n> Gergel, D. R., Malevich, S. + B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, M. A., and Kopp, + R. E.: Global downscaled projections for climate impacts research (GDPCIR): + preserving extremes for modeling future climate impacts, EGUsphere [preprint], + https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe code repository + may be cited using the following:\\n\\n> Diana Gergel, Kelly McCusker, Brewster + Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado (2022). ClimateImpactLab/downscaleCMIP6: + (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### ERA5\\n\\nAdditionally, + we request you cite the historical dataset used in bias correction and downscaling, + ERA5. See the [ECMWF guide to citing a dataset on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> + Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: + 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> + Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. + Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed + on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> + Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus + Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, + 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### + GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available + through the Earth System Grid Federation (ESGF) are subject to Creative Commons + [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA + 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate + Impact Lab has reached out to each of the modeling institutions to request + waivers from these terms so the outputs of this project may be used with fewer + restrictions, and has been granted permission to release the data using the + licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following + bias corrected and downscaled model simulations are available in the public + domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* + **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output + prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n + \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 + ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 + version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version + 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* + **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 + model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n + \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n + \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; + Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, + Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. + *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP + Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, + Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; + Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 + version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### + CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations + are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). + Note that this license requires citation of the source model output (included + here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. + Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* + **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, + Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, + Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; + Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, + Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, + Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, + Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; + Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 + model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n + \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, + Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, + Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; + Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, + Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, + Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, + Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; + Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output + prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n + \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; + Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; + Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, + Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 + model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n + \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, + Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; + Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, + Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared + for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* + **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; + Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; + Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. + Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n + \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, + Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, + Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; + SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* + **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC + CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP + Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 + model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 + version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* + **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n + \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme + **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version + 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n + \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, + Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; + SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* + **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. + Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* + **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium + EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* + **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium + EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n + \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. + *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; + SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* + **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* + **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n + \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP + Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium + EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* + **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, + Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, + Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, + Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen + M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, + Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; + Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; + Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; + Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, + P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. + *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n + \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; + Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, + Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; + Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, + Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, + Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; + Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; + Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, + Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 + model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n + \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n + \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; + McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; + Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; + Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, + Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; + Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, + David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, + Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, + John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry + W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; + Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 + model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid + Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n + \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; + Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, + John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; + Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, + Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL + GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* + **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; + Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output + prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n + \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for + CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; + SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* + **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n + \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, + Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, + Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, + Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, + Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. + Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n + \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; + Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; + Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, + Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, + Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. + Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* + **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. + *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP + Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. + *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* + **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; + Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; + Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, + Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, + J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; + Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, + Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; + Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n + \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; + Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; + Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, + Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; + Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; + Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, + Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; + Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; + Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; + Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, + Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; + Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich + **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. + Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* + **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n + \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, + Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; + Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de + Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; + Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, + Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; + Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, + Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; + M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; + Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, + Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, + Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared + for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n + \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; + Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, + Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; + von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; + Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, + Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, + Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, + Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von + Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, + Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; + Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR + model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System + Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n + \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n + \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model + output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n + \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* + **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk + Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model + output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n + \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* + **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n + \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, + \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, + Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, + J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; + Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger + Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; + Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, + Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model + output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n + \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; + Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok + Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; + Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, + Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, + Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, + Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, + Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. + Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* + **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n + \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, + Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. + *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. + Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n + \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; + Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy + **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. + SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; + SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n* + **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt). + Note: this dataset was previously licensed\\n under CC BY-SA 4.0, but was + relicensed as CC BY 4.0 in March, 2023.\\n\\n CMIP Citation:\\n\\n > Swart, + Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, Mike; Scinocca, + John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; Christian, James + R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, Oleg A.; Seiler, + Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von Salzen, Knut; + Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma CanESM5 model + output prepared for CMIP6 CMIP*. Version 20190429. Earth System Grid Federation. + https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP Citation:\\n\\n + \ > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, + Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; + Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, + Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von + Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma + CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. Earth + System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## Acknowledgements\\n\\nThis + work is the result of many years worth of work by members of the [Climate + Impact Lab](https://impactlab.org), but would not have been possible without + many contributions from across the wider scientific and computing communities.\\n\\nSpecifically, + we would like to acknowledge the World Climate Research Programme's Working + Group on Coupled Modeling, which is responsible for CMIP, and we would like + to thank the climate modeling groups for producing and making their model + output available. We would particularly like to thank the modeling institutions + whose results are included as an input to this repository (listed above) for + their contributions to the CMIP6 project and for responding to and granting + our requests for license waivers.\\n\\nWe would also like to thank Lamont-Doherty + Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) + (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) + and Google Cloud and the Google Public Datasets program for making the [CMIP6 + Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) + possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), + [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), + [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), + and [Charles Stern](https://github.com/cisaacstern) for the huge amount of + work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, + analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the + [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) + ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in + particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), + and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM + bias correction method in the xclim python package, supporting our QPLAD implementation + into the package, and ongoing support in integrating dask into downscaling + workflows. For method advice and useful conversations, we would like to thank + Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## + Financial support\\n\\nThis research has been supported by The Rockefeller + Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* + CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* + Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate + Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface + Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily + Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface + Air Temperature\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm + day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum + near-surface (usually, 2 meter) air temperature (add cell_method attribute + 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: + mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily + Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate + Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '11061' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:40 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181840Z-r159ff9f48bknxz5hC1YTOb2dg0000000d7000000000g1n6 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf + response: + body: + string: "{\"id\":\"noaa-cdr-sea-surface-temperature-whoi-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA + CDR Sea Surface Temperature - WHOI Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi\",\"type\":\"text/html\",\"title\":\"Sea + Surface Temperature - WHOI CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/V5FB510W\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi-netcdf\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea + Surface Temperature - WHOI CDR NetCDFs\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea + Surface Temperature - WHOI (NetCDF) CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-whoi-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90,180,90]]},\"temporal\":{\"interval\":[[\"1988-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/V5FB510W\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Ocean\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National + Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI + is the Nation's leading authority for environmental data, and manage one of + the largest archives of atmospheric, coastal, geophysical, and oceanic research + in the world. NCEI contributes to the NESDIS mission by developing new products + and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The + Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate + Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean + Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data + are produced through modeling the diurnal variability in combination with + AVHRR SST observations. The final record is output to a 3-hourly 0.25\xB0 + resolution grid over the global ice-free oceans from January 1988\u2014present.\\n\\nThis + is a NetCDF-only collection, for Cloud-Optimized GeoTIFFs use collection `noaa-cdr-sea-surface-temperature-whoi`.\\nThe + NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination + (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Clayson, + Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data + Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic + Data Center. doi:10.7289/V5FB510W\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-whoi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The + Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate + Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean + Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data + are produced through modeling the diurnal variability in combination with + AVHRR SST observations.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1707' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:41 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181841Z-r159ff9f48bskz5phC1YTOp5g80000000cq000000000g2nt + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation + response: + body: + string: "{\"id\":\"noaa-cdr-sea-surface-temperature-optimum-interpolation\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea_Surface_Temperature_Optimum_Interpolation/UseAgreement_01B-09.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA + CDR Sea Surface Temperature - Optimum Interpolation Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-optimum-interpolation\",\"type\":\"text/html\",\"title\":\"Sea + Surface Temperature - Optimum Interpolation CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.25921/RE9P-PT57\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-optimum-interpolation\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea + Surface Temperature - Optimum Interpolation CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-optimum-interpolation-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea + Surface Temperature - Optimum Interpolation CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-optimum-interpolation.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1981-09-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.25921/RE9P-PT57\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National + Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI + is the Nation's leading authority for environmental data, and manage one of + the largest archives of atmospheric, coastal, geophysical, and oceanic research + in the world. NCEI contributes to the NESDIS mission by developing new products + and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The + NOAA 1/4\xB0 daily Optimum Interpolation Sea Surface Temperature (or daily + OISST) Climate Data Record (CDR) provides complete ocean temperature fields + constructed by combining bias-adjusted observations from different platforms + (satellites, ships, buoys) on a regular global grid, with gaps filled in by + interpolation. The main input source is satellite data from the Advanced Very + High Resolution Radiometer (AVHRR), which provides high temporal-spatial coverage + from late 1981-present. This input must be adjusted to the buoys due to erroneous + cold SST data following the Mt Pinatubo and El Chichon eruptions. Applications + include climate modeling, resource management, ecological studies on annual + to daily scales.\\n\\nThese Cloud Optimized GeoTIFFs (COGs) were created from + NetCDF files which are delivered to Azure as part of the [NOAA Open Data Dissemination + (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor + the NetCDF files, see collection `noaa-cdr-sea-surface-temperature-optimum-interpolation-netcdf`.\\n\",\"item_assets\":{\"err\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"ice\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"%\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"sst\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"anom\":{\"type\":\"image/tiff; + application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"netcdf\":{\"type\":\"application/x-netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Huang, + Boyin; Liu, Chunying; Banzon, Viva F.; Freeman, Eric; Graham, Garrett; Hankins, + Bill; Smith, Thomas M.; Zhang, Huai-Min. (2020): NOAA 0.25-degree Daily Optimum + Interpolation Sea Surface Temperature (OISST), Version 2.1. NOAA National + Centers for Environmental Information. https://doi.org/10.25921/RE9P-PT57.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-optimum-interpolation\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The + NOAA 1/4\xB0 daily Optimum Interpolation Sea Surface Temperature (or daily + OISST) Climate Data Record (CDR) provides complete ocean temperature fields + constructed by combining bias-adjusted observations from different platforms + (satellites, ships, buoys) on a regular global grid, with gaps filled in by + interpolation.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2012' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:42 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181841Z-r159ff9f48bqtbkshC1YTOvtqn0000000d9000000000ayru + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061 + response: + body: + string: '{"id":"modis-10A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD10A1.061","title":"MODIS/Terra + Snow Cover Daily L3 Global 500m SIN Grid, Version 61"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD10A1.061","title":"MODIS/Aqua + Snow Cover Daily L3 Global 500m SIN Grid, Version 61"},{"rel":"license","href":"https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac","title":"Use + and Copyright | National Snow and Ice Data Center"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-10A1-061","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"MODIS + Snow Cover Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS + Snow Cover Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-10A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-24T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Snow","MOD10A1","MYD10A1"],"providers":[{"url":"https://nsidc.org","name":"National + Snow and Ice Data Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"This + global Level-3 (L3) data set provides a daily composite of snow cover and + albedo derived from the ''MODIS Snow Cover 5-Min L2 Swath 500m'' data set. + Each data granule is a 10degx10deg tile projected to a 500 m sinusoidal grid.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source + data containing all bands"},"NDSI":{"type":"image/tiff; application=geotiff; + profile=cloud-optimized","roles":["data"],"title":"Raw NDSI values (i.e. prior + to screening).","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal + Geographic Data Committee (FGDC) Metadata"},"orbit_pnt":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pointer + to the orbit of the swath mapped into each grid cell.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"granule_pnt":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pointer + for identifying the swath mapped into each grid cell.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"NDSI_Snow_Cover":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Gridded + NDSI snow cover and data flag values.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"Snow_Albedo_Daily_Tile":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Daily + snow albedo corresponding to the NDSI_Snow_Cover parameter.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"NDSI_Snow_Cover_Basic_QA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"A + general estimate of the quality of the algorithm result.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"best"},{"value":1,"description":"good"},{"value":2,"description":"ok"},{"value":3,"description":"poor + (not used)"},{"value":4,"description":"other (not used)"}]},"NDSI_Snow_Cover_Algorithm_Flags_QA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Algorithm-specific + bit flags set for data screens and for inland water.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD10A1.061","citation":"Hall, + D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover Daily L3 Global + 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center + DAAC. https://doi.org/10.5067/MODIS/MOD10A1.061"},{"doi":"10.5067/MODIS/MYD10A1.061","citation":"Hall, + D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover Daily L3 Global + 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center + DAAC. https://doi.org/10.5067/MODIS/MYD10A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS + Snow Cover Daily","msft:region":"westeurope"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1761' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:42 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181842Z-r159ff9f48bj5rgghC1YTObc9s0000000ctg00000000801z + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf + response: + body: + string: '{"id":"sentinel-5p-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/missions/sentinel-5p","type":"text/html","title":"Sentinel-5 + Precursor Mission"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-5p-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-5P + Level-2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-5p-l2-netcdf-thumb.png","title":"Sentinel-5P + Level-2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-5p-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-04-30T00:18:50Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Air + Quality","Climate Change","Forecasting"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel + 5 Precursor"],"instruments":["TROPOMI"],"constellation":["Sentinel-5P"],"s5p:product_name":["aer-ai","aer-lh","ch4","cloud","co","hcho","no2","np-bd3","np-bd6","np-bd7","o3-tcl","o3","so2"],"s5p:product_type":["L2__AER_AI","L2__AER_LH","L2__CH4___","L2__CLOUD_","L2__CO____","L2__HCHO__","L2__NO2___","L2__NP_BD3","L2__NP_BD6","L2__NP_BD7","L2__O3_TCL","L2__O3____","L2__SO2___"],"s5p:processing_mode":["NRTI","OFFL","RPRO"],"s5p:collection_identifier":["01","02","03"],"sat:platform_international_designator":["2017-064A"]},"description":"The + Copernicus [Sentinel-5 Precursor](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p) + mission provides high spatio-temporal resolution measurements of the Earth''s + atmosphere. The mission consists of one satellite carrying the [TROPOspheric + Monitoring Instrument](http://www.tropomi.eu/) (TROPOMI). The satellite flies + in loose formation with NASA''s [Suomi NPP](https://www.nasa.gov/mission_pages/NPP/main/index.html) + spacecraft, allowing utilization of co-located cloud mask data provided by + the [Visible Infrared Imaging Radiometer Suite](https://www.nesdis.noaa.gov/current-satellite-missions/currently-flying/joint-polar-satellite-system/visible-infrared-imaging) + (VIIRS) instrument onboard Suomi NPP during processing of the TROPOMI methane + product.\n\nThe Sentinel-5 Precursor mission aims to reduce the global atmospheric + data gap between the retired [ENVISAT](https://earth.esa.int/eogateway/missions/envisat) + and [AURA](https://www.nasa.gov/mission_pages/aura/main/index.html) missions + and the future [Sentinel-5](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5) + mission. Sentinel-5 Precursor [Level 2 data](http://www.tropomi.eu/data-products/level-2-products) + provide total columns of ozone, sulfur dioxide, nitrogen dioxide, carbon monoxide + and formaldehyde, tropospheric columns of ozone, vertical profiles of ozone + and cloud & aerosol information. These measurements are used for improving + air quality forecasts and monitoring the concentrations of atmospheric constituents.\n\nThis + STAC Collection provides Sentinel-5 Precursor Level 2 data, in NetCDF format, + since April 2018 for the following products:\n\n* [`L2__AER_AI`](http://www.tropomi.eu/data-products/uv-aerosol-index): + Ultraviolet aerosol index\n* [`L2__AER_LH`](http://www.tropomi.eu/data-products/aerosol-layer-height): + Aerosol layer height\n* [`L2__CH4___`](http://www.tropomi.eu/data-products/methane): + Methane (CH4) total column\n* [`L2__CLOUD_`](http://www.tropomi.eu/data-products/cloud): + Cloud fraction, albedo, and top pressure\n* [`L2__CO____`](http://www.tropomi.eu/data-products/carbon-monoxide): + Carbon monoxide (CO) total column\n* [`L2__HCHO__`](http://www.tropomi.eu/data-products/formaldehyde): + Formaldehyde (HCHO) total column\n* [`L2__NO2___`](http://www.tropomi.eu/data-products/nitrogen-dioxide): + Nitrogen dioxide (NO2) total column\n* [`L2__O3____`](http://www.tropomi.eu/data-products/total-ozone-column): + Ozone (O3) total column\n* [`L2__O3_TCL`](http://www.tropomi.eu/data-products/tropospheric-ozone-column): + Ozone (O3) tropospheric column\n* [`L2__SO2___`](http://www.tropomi.eu/data-products/sulphur-dioxide): + Sulfur dioxide (SO2) total column\n* [`L2__NP_BD3`](http://www.tropomi.eu/data-products/auxiliary): + Cloud from the Suomi NPP mission, band 3\n* [`L2__NP_BD6`](http://www.tropomi.eu/data-products/auxiliary): + Cloud from the Suomi NPP mission, band 6\n* [`L2__NP_BD7`](http://www.tropomi.eu/data-products/auxiliary): + Cloud from the Suomi NPP mission, band 7\n","item_assets":{"co":{"type":"application/x-netcdf","roles":["data"],"title":"Carbon + Monoxide Total Column"},"o3":{"type":"application/x-netcdf","roles":["data"],"title":"Ozone + Total Column"},"ch4":{"type":"application/x-netcdf","roles":["data"],"title":"Methane + Total Column"},"no2":{"type":"application/x-netcdf","roles":["data"],"title":"Nitrogen + Dioxide Total Column"},"so2":{"type":"application/x-netcdf","roles":["data"],"title":"Sulphur + Dioxide Total Column"},"hcho":{"type":"application/x-netcdf","roles":["data"],"title":"Formaldehyde + Total Column"},"cloud":{"type":"application/x-netcdf","roles":["data"],"title":"Cloud + Fraction, Albedo, and Top Pressure"},"aer-ai":{"type":"application/x-netcdf","roles":["data"],"title":"Ultraviolet + Aerosol Index"},"aer-lh":{"type":"application/x-netcdf","roles":["data"],"title":"Aerosol + Layer Height"},"np-bd3":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP + Band 3 Cloud Mask"},"np-bd6":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP + Band 6 Cloud Mask"},"np-bd7":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP + Band 7 Cloud Mask"},"o3-tcl":{"type":"application/x-netcdf","roles":["data"],"title":"Ozone + Tropospheric Column"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"sentinel-5p","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel5euwest","msft:short_description":"Sentinel-5P + Level 2 atmospheric monitoring products in NetCDF format"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2407' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:43 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181842Z-r159ff9f48bfjh97hC1YTO8qec0000000d2g0000000075bd + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-olci-wfr-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-water","type":"text/html","title":"Sentinel-3 + Water (LRR and LFR) Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-wfr-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Water (Full Resolution)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-wfr-l2-netcdf-thumb.png","title":"Sentinel-3 + OLCI WFR L2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-olci-wfr-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-11-01T00:07:01.738487Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Water","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI"],"constellation":["Sentinel-3"],"s3:product_name":["olci-wfr"],"s3:product_type":["OL_2_WFR___"],"sat:orbit_state":["descending","ascending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 Full Resolution [OLCI Level-2 Water][olci-l2] + products containing data on water-leaving reflectance, ocean color, and more.\n\n## + Data files\n\nThis dataset includes data on:\n\n- Surface directional reflectance\n- + Chlorophyll-a concentration\n- Suspended matter concentration\n- Energy flux\n- + Aerosol load\n- Integrated water vapor column\n\nEach variable is contained + within NetCDF files. Error estimates are available for each product.\n\n## + Processing overview\n\nThe values in the data files have been converted from + Top of Atmosphere radiance to reflectance, and include various corrections + for gaseous absorption and pixel classification. More information about the + product and data processing can be found in the [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-water) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/processing).\n\nThis + Collection contains Level-2 data in NetCDF files from November 2017 to present.\n\n[olci-l2]: + https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/ocean-products\n","item_assets":{"iwv":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"description":"Integrated + water vapour column"},"par":{"type":"application/x-netcdf","roles":["data"],"description":"Photosynthetically + active radiation"},"trsp":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Transparency + properties of water"},"wqsf":{"type":"application/x-netcdf","roles":["data"],"description":"Water + quality and science flags"},"w-aer":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Aerosol + over water"},"chl-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Neural + net chlorophyll concentration"},"iop-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Inherent + optical properties of water"},"tsm-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Total + suspended matter concentration"},"chl-oc4me":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"OC4Me + algorithm chlorophyll concentration"},"tie-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + meteo annotations"},"browse-jpg":{"type":"image/jpeg","roles":["thumbnail"],"description":"Preview + image produced by the European Organisation for the Exploitation of Meteorological + Satellites (EUMETSAT)"},"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Metadata + produced by the European Organisation for the Exploitation of Meteorological + Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"tie-geometries":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + geometry annotations"},"geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Geo + coordinate annotations"},"instrument-data":{"type":"application/x-netcdf","roles":["data"],"description":"Instrument + annotations"},"oa01-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015}],"description":"Reflectance + for OLCI acquisition band Oa01"},"oa02-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa02"},"oa03-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa03"},"oa04-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa04"},"oa05-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa05"},"oa06-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa06"},"oa07-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa07"},"oa08-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa08"},"oa09-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075}],"description":"Reflectance + for OLCI acquisition band Oa09"},"oa10-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075}],"description":"Reflectance + for OLCI acquisition band Oa10"},"oa11-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa11"},"oa12-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"Reflectance + for OLCI acquisition band Oa12"},"oa16-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015}],"description":"Reflectance + for OLCI acquisition band Oa16"},"oa17-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Reflectance + for OLCI acquisition band Oa17"},"oa18-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01}],"description":"Reflectance + for OLCI acquisition band Oa18"},"oa21-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Reflectance + for OLCI acquisition band Oa21"},"time-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Time + coordinate annotations"},"tie-geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + geo coordinate annotations"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + Land Full Resolution water and atmospheric geophysical products (OLCI WFR)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3003' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:44 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181843Z-r159ff9f48bfjh97hC1YTO8qec0000000d0g00000000bhxw + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf + response: + body: + string: "{\"id\":\"noaa-cdr-ocean-heat-content-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA + CDR Ocean Heat Content Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content\",\"type\":\"text/html\",\"title\":\"Global + Ocean Heat Content CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/v53f4mvp\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content-netcdf\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Global + Ocean Heat Content CDR NetCDFs\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Global + Ocean Heat Content (NetCDF) CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-ocean-heat-content-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet + STAC items\",\"description\":\"Snapshot of the collection's STAC items exported + to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1972-03-01T00:00:00Z\",\"2022-03-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/v53f4mvp\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National + Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI + is the Nation's leading authority for environmental data, and manage one of + the largest archives of atmospheric, coastal, geophysical, and oceanic research + in the world. NCEI contributes to the NESDIS mission by developing new products + and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_cdr:interval\":[\"monthly\",\"seasonal\",\"yearly\",\"pentadal\"],\"noaa_cdr:max_depth\":[100,700,2000]},\"description\":\"The + Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content + anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal + (five-yearly) scales. This CDR quantifies ocean heat content change over time, + which is an essential metric for understanding climate change and the Earth's + energy budget. It provides time-series for multiple depth ranges in the global + ocean and each of the major basins (Atlantic, Pacific, and Indian) divided + by hemisphere (Northern, Southern).\\n\\nThis is a NetCDF-only collection, + for Cloud-Optimized GeoTIFFs use collection `noaa-cdr-ocean-heat-content`.\\nThe + NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination + (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Levitus, + Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\xEDa, Hern\xE1n + E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, + Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature + anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric + sea level anomalies, and total steric sea level anomalies from 1955 to present + calculated from in situ oceanographic subsurface profile data (NCEI Accession + 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"ocean-heat-content\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The + Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content + anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal + (five-yearly) scales.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1966' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:44 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181844Z-r159ff9f48b2ljh6hC1YTO9fu40000000crg00000000m4d6 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30 + response: + body: + string: '{"id":"hls2-l30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hls2-l30","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-l30.webp","type":"image/webp","title":"HLS2 + Landsat Collection Thumbnail"},"geoparquet-items":{"href":"abfs://items/hls2-l30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["Sentinel","Landsat","HLS","Satellite","Global","Imagery"],"providers":[{"url":"https://doi.org/10.5067/HLS/HLSL30.002","name":"LP + DAAC","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["Landsat + 8","Landsat 9"]},"description":"Harmonized Landsat Sentinel-2 (HLS) Version + 2.0 provides consistent surface reflectance (SR)\nand top of atmosphere (TOA) + brightness data from the Operational Land Imager (OLI) aboard the\njoint NASA/USGS + Landsat 8 and Landsat 9 satellites and the Multi-Spectral Instrument (MSI)\naboard + the ESA (European Space Agency) Sentinel-2A, Sentinel-2B, and Sentinel-2C + satellites.\nThe combined measurement enables global observations of the land + every 2-3 days at 30 meter\n(m) spatial resolution. The HLS-S30 and HLS-L30 + products are gridded to the same resolution and\nMilitary Grid Reference System + (MGRS) tiling system and are \"stackable\" for time series analysis.\nThis + dataset is in the form of cloud-optimized GeoTIFFs. The HLS v2.0 data is generated + by NASA''s\nIMPACT team at Marshall Space Flight Center. The product latency + is 1.7 days, from the satellite\noverpass to the HLS data availability at + NASA''s Land Processes Distributed Active Archive Center\n(LP DAAC). For more + information see LP DAAC''s\n[HLS Overview](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/harmonized-landsat-sentinel-2-hls-overview/).\n\nThis + collection contains HLS data collected from Landsat-8 and Landsat-9.\nHLS + data generated from Sentinel-2 satellites can be found in a separate collection.\n","item_assets":{"B01":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Coastal + Aerosol","eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.48,"full_width_half_max":0.02}]},"B02":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Blue","eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.44,"full_width_half_max":0.06}]},"B03":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green","eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.06}]},"B04":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red","eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.65,"full_width_half_max":0.04}]},"B05":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR + Narrow","eo:bands":[{"name":"B05","common_name":"nir","center_wavelength":0.86,"full_width_half_max":0.03}]},"B06":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR + 1","eo:bands":[{"name":"B06","common_name":"swir16","center_wavelength":1.6,"full_width_half_max":0.08}]},"B07":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR + 2","eo:bands":[{"name":"B07","common_name":"swir22","center_wavelength":2.2,"full_width_half_max":0.2}]},"B09":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cirrus","eo:bands":[{"name":"B09","common_name":"cirrus","center_wavelength":1.37,"full_width_half_max":0.02}]},"B10":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal + Infrared 1","eo:bands":[{"name":"B10","common_name":"lwir11","center_wavelength":10.9,"full_width_half_max":0.8}]},"B11":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal + Infrared 2","eo:bands":[{"name":"B11","common_name":"lwir12","center_wavelength":12.0,"full_width_half_max":1.0}]},"SAA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SAA","eo:bands":[{"name":"SAA"}]},"SZA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SZA","eo:bands":[{"name":"SZA"}]},"VAA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VAA","eo:bands":[{"name":"VAA"}]},"VZA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VZA","eo:bands":[{"name":"VZA"}]},"Fmask":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fmask","eo:bands":[{"name":"Fmask"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"hls2","msft:container":"hls2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json"],"msft:storage_account":"hls2euwest","msft:short_description":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2010' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:45 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181844Z-r159ff9f48brw5k4hC1YTOfee40000000cqg00000000g1uq + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-synergy-aod-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/level-2-aod","type":"text/html","title":"Sentinel-3 + Global Aerosol Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-aod-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Global Aerosol","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-aod-l2-netcdf-thumb.png","title":"Sentinel-3 + Global Aerosol Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-aod-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-04-16T19:36:28.012367Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Global","Aerosol"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"SYN_1600","description":"SLSTR + nadir and oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN_2250","description":"SLSTR + nadir and oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05},{"name":"SYN_440","description":"OLCI + channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN_550","description":"SLSTR + nadir and oblique channel S1","center_wavelength":0.55,"full_width_half_max":0.02},{"name":"SYN_670","description":"SLSTR + nadir and oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN_865","description":"OLCI + channel Oa17, SLSTR nadir and oblique channel S2","center_wavelength":0.865,"full_width_half_max":0.02}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-aod"],"s3:product_type":["SY_2_AOD___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides the Sentinel-3 [Synergy Level-2 Aerosol Optical Depth](https://sentinels.copernicus.eu/web/sentinel/level-2-aod) + product, which is a downstream development of the Sentinel-2 Level-1 [OLCI + Full Resolution](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-olci/data-formats/level-1) + and [SLSTR Radiances and Brightness Temperatures](https://sentinels.copernicus.eu/web/sentinel/user-guides/Sentinel-3-slstr/data-formats/level-1) + products. The dataset provides both retrieved and diagnostic global aerosol + parameters at super-pixel (4.5 km x 4.5 km) resolution in a single NetCDF + file for all regions over land and ocean free of snow/ice cover, excluding + high cloud fraction data. The retrieved and derived aerosol parameters are:\n\n- + Aerosol Optical Depth (AOD) at 440, 550, 670, 985, 1600 and 2250 nm\n- Error + estimates (i.e. standard deviation) in AOD at 440, 550, 670, 985, 1600 and + 2250 nm\n- Single Scattering Albedo (SSA) at 440, 550, 670, 985, 1600 and + 2250 nm\n- Fine-mode AOD at 550nm\n- Aerosol Angstrom parameter between 550 + and 865nm\n- Dust AOD at 550nm\n- Aerosol absorption optical depth at 550nm\n\nAtmospherically + corrected nadir surface directional reflectances at 440, 550, 670, 985, 1600 + and 2250 nm at super-pixel (4.5 km x 4.5 km) resolution are also provided. + More information about the product and data processing can be found in the + [User Guide](https://sentinels.copernicus.eu/web/sentinel/level-2-aod) and + [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/products-algorithms/level-2-aod-algorithms-and-products).\n\nThis + Collection contains Level-2 data in NetCDF files from April 2020 to present.\n","item_assets":{"ntc-aod":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN_440","description":"OLCI + channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN_550","description":"SLSTR + nadir and oblique channel S1","center_wavelength":0.55,"full_width_half_max":0.02},{"name":"SYN_670","description":"SLSTR + nadir and oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN_865","description":"OLCI + channel Oa17, SLSTR nadir and oblique channel S2","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN_1600","description":"SLSTR + nadir and oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN_2250","description":"SLSTR + nadir and oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Global + aerosol parameters"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + global aerosol and surface reflectance at super-pixel (4.5km) resolution (SYNERGY + AOD)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2056' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:45 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181845Z-r159ff9f48b5kd5thC1YTObrgc00000005b000000000euc4 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-synergy-v10-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10","type":"text/html","title":"Sentinel-3 + 10-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-v10-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-v10-l2-netcdf-thumb.png","title":"Sentinel-3 + 10-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-v10-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,75.0]]},"temporal":{"interval":[["2018-09-27T11:17:21Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance","NDVI"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-v10"],"s3:product_type":["SY_2_V10___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides the Sentinel-3 [Synergy Level-2 10-Day Surface Reflectance + and NDVI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) + products, which are SPOT VEGETATION Continuity Products similar to those obtained + from the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) + onboard the SPOT-4 and SPOT-5 satellites. The primary variables are a maximum + Normalized Difference Vegetation Index (NDVI) composite, which is derived + from ground reflectance during a 10-day window, and four surface reflectance + bands:\n\n- B0 (Blue, 450nm)\n- B2 (Red, 645nm)\n- B3 (NIR, 835nm)\n- MIR + (SWIR, 1665nm)\n\nThe four reflectance bands have center wavelengths matching + those on the original SPOT VEGETATION instrument. The NDVI variable, which + is an indicator of the amount of vegetation, is derived from the B3 and B2 + bands.\n\n## Data files\n\nThe four reflectance bands and NDVI values are + each contained in dedicated NetCDF files. Additional metadata are delivered + in annotation NetCDF files, each containing a single variable, including the + geometric viewing and illumination conditions, the total water vapour and + ozone columns, and the aerosol optical depth.\n\nEach 10-day product is delivered + as a set of 10 rectangular scenes:\n\n- AFRICA\n- NORTH_AMERICA\n- SOUTH_AMERICA\n- + CENTRAL_AMERICA\n- NORTH_ASIA\n- WEST_ASIA\n- SOUTH_EAST_ASIA\n- ASIAN_ISLANDS\n- + AUSTRALASIA\n- EUROPE\n\nMore information about the product and data processing + can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/vgt-s/v10-product).\n\nThis + Collection contains Level-2 data in NetCDF files from September 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol + optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Surface + Reflectance Data Set associated with VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Surface + Reflectance Data Set associated with VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Surface + Reflectance Data Set associated with VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total + Ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status + Map data"},"tg":{"type":"application/x-netcdf","roles":["data"],"description":"Synthesis + time data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Surface + Reflectance Data Set associated with VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View + azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View + zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total + column Water vapour data"},"ndvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Normalised + difference vegetation index"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + 10-day surface reflectance and NDVI (SYNERGY V10, a SPOT VEGETATION Continuity + Product)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2385' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:46 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181845Z-r159ff9f48b4s8bchC1YTO4hz00000000cn000000000exyx + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-olci-lfr-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-land","type":"text/html","title":"Sentinel-3 + Land (LRR and LFR) Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-lfr-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Land (Full Resolution)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-lfr-l2-netcdf-thumb.png","title":"Sentinel-5P + Level-2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-olci-lfr-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-04-25T11:33:47.368562Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Land","Biomass"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI"],"constellation":["Sentinel-3"],"s3:product_name":["olci-lfr"],"s3:product_type":["OL_2_LFR___"],"sat:orbit_state":["descending","ascending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + collection provides Sentinel-3 Full Resolution [OLCI Level-2 Land][olci-l2] + products containing data on global vegetation, chlorophyll, and water vapor.\n\n## + Data files\n\nThis dataset includes data on three primary variables:\n\n* + OLCI global vegetation index file\n* terrestrial Chlorophyll index file\n* + integrated water vapor over water file.\n\nEach variable is contained within + a separate NetCDF file, and is cataloged as an asset in each Item.\n\nSeveral + associated variables are also provided in the annotations data files:\n\n* + rectified reflectance for red and NIR channels (RC681 and RC865)\n* classification, + quality and science flags (LQSF)\n* common data such as the ortho-geolocation + of land pixels, solar and satellite angles, atmospheric and meteorological + data, time stamp or instrument information. These variables are inherited + from Level-1B products.\n\nThis full resolution product offers a spatial sampling + of approximately 300 m.\n\n## Processing overview\n\nThe values in the data + files have been converted from Top of Atmosphere radiance to reflectance, + and include various corrections for gaseous absorption and pixel classification. + More information about the product and data processing can be found in the + [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-land) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/processing).\n\nThis + Collection contains Level-2 data in NetCDF files from April 2016 to present.\n\n[olci-l2]: + https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/land-products\n","item_assets":{"iwv":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"description":"Integrated + water vapour column"},"lqsf":{"type":"application/x-netcdf","roles":["data"],"description":"Land + quality and science flags"},"ogvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"OLCI + Global Vegetation Index (OGVI)"},"otci":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"OLCI + Terrestrial Chlorophyll Index (OTCI)"},"gifapar":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Green + instantaneous Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)"},"rc-ogvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Rectified + reflectance"},"tie-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + meteo annotations"},"rc-gifapar":{"type":"application/x-netcdf","roles":["data"],"description":"Rectified + reflectance"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"tie-geometries":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + geometry annotations"},"geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Geo + coordinate annotations"},"instrument-data":{"type":"application/x-netcdf","roles":["data"],"description":"Instrument + annotations"},"time-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Time + coordinate annotations"},"tie-geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point + geo coordinate annotations"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + Land Full Resolution vegetation index, chlorophyll index, and water vapor + (OLCI LFR)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2485' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:47 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181846Z-r159ff9f48brw5k4hC1YTOfee40000000crg00000000cw2q + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-sral-lan-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types","type":"text/html","title":"Sentinel-3 + Land Radar Altimetry Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-lan-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Land Radar Altimetry","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-lan-l2-netcdf-thumb.png","title":"Sentinel-3 + Land Radar Altimetry Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-sral-lan-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-81.5,180,81.5]]},"temporal":{"interval":[["2016-03-01T14:07:51.632846Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Radar","Altimetry"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SRAL"],"constellation":["Sentinel-3"],"s3:product_name":["sral-lan"],"s3:product_type":["SR_2_LAN___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 [SRAL Level-2 Land Altimetry](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry/level-2-algorithms-products) + products, which contain data on land radar altimetry measurements. Each product + contains three NetCDF files:\n\n- A reduced data file containing a subset + of the 1 Hz Ku-band parameters.\n- A standard data file containing the standard + 1 Hz and 20 Hz Ku- and C-band parameters.\n- An enhanced data file containing + the standard 1 Hz and 20 Hz Ku- and C-band parameters along with the waveforms + and parameters necessary to reprocess the data.\n\nMore information about + the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/overview) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry).\n\nThis + Collection contains Level-2 data in NetCDF files from March 2016 to present.\n","item_assets":{"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"reduced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Reduced + measurement data file","s3:altimetry_bands":[{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"enhanced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Enhanced + measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band + C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"standard-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Standard + measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band + C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + radar altimetry over land (SRAL LAN)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1674' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:47 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181847Z-r159ff9f48bkqtkzhC1YTOwa4s00000004tg000000008aff + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-slstr-lst-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst","type":"text/html","title":"Sentinel-3 + Land Surface Temperature Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-lst-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Land Surface Temperature","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-lst-l2-netcdf-thumb.png","title":"Sentinel-3 + Land Surface Temperature Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-lst-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-04-19T01:35:17.188500Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Land"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"S8","description":"Band + 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band + 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-lst"],"s3:product_type":["SL_2_LST___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 [SLSTR Level-2 Land Surface Temperature](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst) + products containing data on land surface temperature measurements on a 1km + grid. Radiance is measured in two channels to determine the temperature of + the Earth''s surface skin in the instrument field of view, where the term + \"skin\" refers to the top surface of bare soil or the effective emitting + temperature of vegetation canopies as viewed from above.\n\n## Data files\n\nThe + dataset includes data on the primary measurement variable, land surface temperature, + in a single NetCDF file, `LST_in.nc`. A second file, `LST_ancillary.nc`, contains + several ancillary variables:\n\n- Normalized Difference Vegetation Index\n- + Surface biome classification\n- Fractional vegetation cover\n- Total water + vapor column\n\nIn addition to the primary and ancillary data files, a standard + set of annotation data files provide meteorological information, geolocation + and time coordinates, geometry information, and quality flags. More information + about the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/lst-processing).\n\nThis + Collection contains Level-2 data in NetCDF files from April 2016 to present.\n\n## + STAC Item geometries\n\nThe Collection contains small \"chips\" and long \"stripes\" + of data collected along the satellite direction of travel. Approximately five + percent of the STAC Items describing long stripes of data contain geometries + that encompass a larger area than an exact concave hull of the data extents. + This may require additional filtering when searching the Collection for Items + that spatially intersect an area of interest.\n","item_assets":{"lst-in":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S8","description":"Band + 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band + 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"description":"Land + Surface Temperature (LST) values"},"slstr-met-tx":{"type":"application/x-netcdf","roles":["data"],"description":"Meteorological + parameters regridded onto the 16km tie points"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"slstr-time-in":{"type":"application/x-netcdf","roles":["data"],"description":"Time + annotations for the 1km grid"},"slstr-flags-in":{"type":"application/x-netcdf","roles":["data"],"description":"Global + flags for the 1km TIR grid, nadir view"},"lst-ancillary-ds":{"type":"application/x-netcdf","roles":["data"],"description":"LST + ancillary measurement dataset"},"slstr-indices-in":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, + pixel and detector indices annotations for the 1km TIR grid, nadir view"},"slstr-geodetic-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution geodetic coordinates for the 1km TIR grid, nadir view"},"slstr-geodetic-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km + geodetic coordinates"},"slstr-geometry-tn":{"type":"application/x-netcdf","roles":["data"],"description":"16km + solar and satellite geometry annotations, nadir view"},"slstr-cartesian-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution cartesian coordinates for the 1km TIR grid, nadir view"},"slstr-cartesian-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km + cartesian coordinates"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + land surface temperature (SLSTR LST)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2319' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:48 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181847Z-r159ff9f48bfjh97hC1YTO8qec0000000d30000000006vf0 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-slstr-wst-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst","type":"text/html","title":"Sentinel-3 + Sea Surface Temperature Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-wst-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Sea Surface Temperature","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-wst-l2-netcdf-thumb.png","title":"Sentinel-3 + Sea Surface Temperature Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-wst-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-10-31T23:59:57.451604Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"S7","description":"Band + 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S8","description":"Band + 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band + 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-wst"],"s3:product_type":["SL_2_WST___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 [SLSTR Level-2 Water Surface Temperature](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst) + products containing data on sea surface temperature measurements on a 1km + grid. Each product consists of a single NetCDF file containing all data variables:\n\n- + Sea Surface Temperature (SST) value\n- SST total uncertainty\n- Latitude and + longitude coordinates\n- SST time deviation\n- Single Sensor Error Statistic + (SSES) bias and standard deviation estimate\n- Contextual parameters such + as wind speed at 10 m and fractional sea-ice contamination\n- Quality flag\n- + Satellite zenith angle\n- Top Of Atmosphere (TOA) Brightness Temperature (BT)\n- + TOA noise equivalent BT\n\nMore information about the product and data processing + can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/sst-processing).\n\nThis + Collection contains Level-2 data in NetCDF files from October 2017 to present.\n","item_assets":{"l2p":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S7","description":"Band + 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S8","description":"Band + 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band + 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"description":"Skin + Sea Surface Temperature (SST) values"},"browse-jpg":{"type":"image/jpeg","roles":["thumbnail"],"description":"Preview + image produced by the European Organisation for the Exploitation of Meteorological + Satellites (EUMETSAT)"},"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Metadata + produced by the European Organisation for the Exploitation of Meteorological + Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + sea surface temperature (SLSTR WST)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1909' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:48 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181848Z-r159ff9f48bhfp8mhC1YTO8gk00000000d7g00000000evdp + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-sral-wat-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types","type":"text/html","title":"Sentinel-3 + Ocean Radar Altimetry Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-wat-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Ocean Radar Altimetry","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-wat-l2-netcdf-thumb.png","title":"Sentinel-3 + Ocean Radar Altimetry Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-sral-wat-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-81.5,180,81.5]]},"temporal":{"interval":[["2017-01-28T00:59:14.149496Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Radar","Altimetry","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SRAL"],"constellation":["Sentinel-3"],"s3:product_name":["sral-wat"],"s3:product_type":["SR_2_WAT___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 [SRAL Level-2 Ocean Altimetry](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry/level-2-algorithms-products) + products, which contain data on ocean radar altimetry measurements. Each product + contains three NetCDF files:\n\n- A reduced data file containing a subset + of the 1 Hz Ku-band parameters.\n- A standard data file containing the standard + 1 Hz and 20 Hz Ku- and C-band parameters.\n- An enhanced data file containing + the standard 1 Hz and 20 Hz Ku- and C-band parameters along with the waveforms + and parameters necessary to reprocess the data.\n\nMore information about + the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/overview) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry).\n\nThis + Collection contains Level-2 data in NetCDF files from January 2017 to present.\n","item_assets":{"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Product + metadata file produced by the European Organisation for the Exploitation of + Meteorological Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"reduced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Reduced + measurement data file","s3:altimetry_bands":[{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"enhanced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Enhanced + measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band + C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"standard-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Standard + measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band + C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band + Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + radar altimetry over ocean (SRAL WAT)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1754' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:49 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181848Z-r159ff9f48bqtbkshC1YTOvtqn0000000dag000000007xfc + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30 + response: + body: + string: '{"id":"hls2-s30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP + DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hls2-s30","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-s30.webp","type":"image/webp","title":"HLS2 + Sentinel Collection Thumbnail"},"geoparquet-items":{"href":"abfs://items/hls2-s30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["Sentinel","Landsat","HLS","Satellite","Global","Imagery"],"providers":[{"url":"https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-2","name":"ESA","roles":["producer"]},{"url":"https://doi.org/10.5067/HLS/HLSL30.002","name":"LP + DAAC","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["Sentinel-2A","Sentinel-2B","Sentinel-2C"]},"description":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0 provides consistent surface reflectance + (SR)\nand top of atmosphere (TOA) brightness data from the Operational Land + Imager (OLI) aboard the\njoint NASA/USGS Landsat 8 and Landsat 9 satellites + and the Multi-Spectral Instrument (MSI)\naboard the ESA (European Space Agency) + Sentinel-2A, Sentinel-2B, and Sentinel-2C satellites.\nThe combined measurement + enables global observations of the land every 2-3 days at 30 meter\n(m) spatial + resolution. The HLS-S30 and HLS-L30 products are gridded to the same resolution + and\nMilitary Grid Reference System (MGRS) tiling system and are \"stackable\" + for time series analysis.\nThis dataset is in the form of cloud-optimized + GeoTIFFs. The HLS v2.0 data is generated by NASA''s\nIMPACT team at Marshall + Space Flight Center. The product latency is 1.7 days, from the satellite\noverpass + to the HLS data availability at NASA''s Land Processes Distributed Active + Archive Center\n(LP DAAC). For more information see LP DAAC''s\n[HLS Overview](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/harmonized-landsat-sentinel-2-hls-overview/).\n\nThis + collection contains HLS data collected from Sentinel-2A, Sentinel-2B, and + Sentinel-2C.\nHLS data generated from Landsat can be found in a separate collection.\n","item_assets":{"B01":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Coastal + Aerosol","eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}]},"B02":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Blue","eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}]},"B03":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green","eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}]},"B04":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red","eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}]},"B05":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge + 1","eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}]},"B06":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge + 2","eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}]},"B07":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge + 3","eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}]},"B08":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR + Broad","eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}]},"B09":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Water + Vapor","eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}]},"B10":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cirrus","eo:bands":[{"name":"B10","common_name":"cirrus","center_wavelength":1.3735,"full_width_half_max":0.075}]},"B11":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR + 1","eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}]},"B12":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR + 2","eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}]},"B8A":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR + Narrow","eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}]},"SAA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SAA","eo:bands":[{"name":"SAA"}]},"SZA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SZA","eo:bands":[{"name":"SZA"}]},"VAA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VAA","eo:bands":[{"name":"VAA"}]},"VZA":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VZA","eo:bands":[{"name":"VZA"}]},"Fmask":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fmask","eo:bands":[{"name":"Fmask"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"hls2","msft:container":"hls2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json"],"msft:storage_account":"hls2euwest","msft:short_description":"Harmonized + Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2130' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:50 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181849Z-r159ff9f48bhfp8mhC1YTO8gk00000000d9g000000009tvf + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings + response: + body: + string: "{\"id\":\"ms-buildings\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings\"},{\"rel\":\"license\",\"href\":\"https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/LICENSE\",\"type\":\"text/html\",\"title\":\"ODbL-1.0 + License\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/ms-buildings\",\"title\":\"Human + readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Microsoft + Building Footprints\",\"assets\":{\"delta\":{\"href\":\"az://footprints/delta/2023-04-25/ml-buildings.parquet/\",\"title\":\"Delta + table\",\"description\":\"Delta table with latest buildings footprints partitioned + by Region and quadkey.\",\"table:storage_options\":{\"account_name\":\"bingmlbuildings\"}},\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/msbuildings-thumbnail.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"},\"global-footprints\":{\"title\":\"Global + Bing ML building footprints\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/vector/collections/ms-buildings/tilesets/global-footprints/tilejson.json\",\"type\":\"application/json\",\"roles\":[\"tiles\"]}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,90.0,180.0,-90.0]]},\"temporal\":{\"interval\":[[\"2014-01-01T00:00:00Z\",null]]}},\"license\":\"ODbL-1.0\",\"keywords\":[\"Bing + Maps\",\"Buildings\",\"geoparquet\",\"Microsoft\",\"Footprint\",\"Delta\"],\"providers\":[{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"producer\",\"processor\",\"host\"]}],\"summaries\":{\"msbuildings:processing-date\":[\"2023-04-25\"]},\"description\":\"Bing + Maps is releasing open building footprints around the world. We have detected + over 999 million buildings from Bing Maps imagery between 2014 and 2021 including + Maxar and Airbus imagery. The data is freely available for download and use + under ODbL. This dataset complements our other releases.\\n\\nFor more information, + see the [GlobalMLBuildingFootprints](https://github.com/microsoft/GlobalMLBuildingFootprints/) + repository on GitHub.\\n\\n## Building footprint creation\\n\\nThe building + extraction is done in two stages:\\n\\n1. Semantic Segmentation \u2013 Recognizing + building pixels on an aerial image using deep neural networks (DNNs)\\n2. + Polygonization \u2013 Converting building pixel detections into polygons\\n\\n**Stage + 1: Semantic Segmentation**\\n\\n![Semantic segmentation](https://raw.githubusercontent.com/microsoft/GlobalMLBuildingFootprints/main/images/segmentation.jpg)\\n\\n**Stage + 2: Polygonization**\\n\\n![Polygonization](https://github.com/microsoft/GlobalMLBuildingFootprints/raw/main/images/polygonization.jpg)\\n\\n## + Data assets\\n\\nThe building footprints are provided as a set of [geoparquet](https://github.com/opengeospatial/geoparquet) + datasets in [Delta][delta] table format.\\nThe data are partitioned by\\n\\n1. + Region\\n2. quadkey at [Bing Map Tiles][tiles] level 9\\n\\nEach `(Region, + quadkey)` pair will have one or more geoparquet files, depending on the density + of the of the buildings in that area.\\n\\nNote that older items in this dataset + are *not* spatially partitioned. We recommend using data with a processing + date\\nof 2023-04-25 or newer. This processing date is part of the URL for + each parquet file and is captured in the STAC metadata\\nfor each item (see + below).\\n\\n## Delta Format\\n\\nThe collection-level asset under the `delta` + key gives you the fsspec-style URL\\nto the Delta table. This can be used + to efficiently query for matching partitions\\nby `Region` and `quadkey`. + See the notebook for an example using Python.\\n\\n## STAC metadata\\n\\nThis + STAC collection has one STAC item per region. The `msbuildings:region`\\nproperty + can be used to filter items to a specific region, and the `msbuildings:quadkey`\\nproperty + can be used to filter items to a specific quadkey (though you can also search\\nby + the `geometry`).\\n\\nNote that older STAC items are not spatially partitioned. + We recommend filtering on\\nitems with an `msbuildings:processing-date` of + `2023-04-25` or newer. See the collection\\nsummary for `msbuildings:processing-date` + for a list of valid values.\\n\\n[delta]: https://delta.io/\\n[tiles]: https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system\\n\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Building + Footprints\",\"description\":\"Parquet dataset with the building footprints + for this region.\",\"table:storage_options\":{\"account_name\":\"bingmlbuildings\"}}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"geometry\",\"type\":\"byte_array\",\"description\":\"Building + footprint polygons\"}],\"msft:container\":\"footprints\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"bingmlbuildings\",\"msft:short_description\":\"Machine + learning detected buildings footprints.\"}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '1998' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:50 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181850Z-174fc647fd5x56gvhC1YTOmgrn0000000430000000001yk1 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-slstr-frp-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp","type":"text/html","title":"Sentinel-3 + Fire Radiative Power Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-frp-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Fire Radiative Power","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-frp-l2-netcdf-thumb.png","title":"Sentinel-3 + Fire Radiative Power Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-frp-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-08-08T23:11:15.617203Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Fire"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"F1","description":"Band + 10 - Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S5","description":"Band + 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"S7","description":"Band + 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-frp"],"s3:product_type":["SL_2_FRP___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides Sentinel-3 [SLSTR Level-2 Fire Radiative Power](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp) + (FRP) products containing data on fires detected over land and ocean.\n\n## + Data files\n\nThe primary measurement data is contained in the `FRP_in.nc` + file and provides FRP and uncertainties, projected onto a 1km grid, for fires + detected in the thermal infrared (TIR) spectrum over land. Since February + 2022, FRP and uncertainties are also provided for fires detected in the short + wave infrared (SWIR) spectrum over both land and ocean, with the delivered + data projected onto a 500m grid. The latter SWIR-detected fire data is only + available for night-time measurements and is contained in the `FRP_an.nc` + or `FRP_bn.nc` files.\n\nIn addition to the measurement data files, a standard + set of annotation data files provide meteorological information, geolocation + and time coordinates, geometry information, and quality flags.\n\n## Processing\n\nThe + TIR fire detection is based on measurements from the S7 and F1 bands of the + [SLSTR instrument](https://sentinels.copernicus.eu/web/sentinel/technical-guides/sentinel-3-slstr/instrument); + SWIR fire detection is based on the S5 and S6 bands. More information about + the product and data processing can be found in the [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/frp-processing).\n\nThis + Collection contains Level-2 data in NetCDF files from August 2020 to present.\n","item_assets":{"frp-in":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S5","description":"Band + 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"S7","description":"Band + 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"F1","description":"Band + 10 - Active fire","center_wavelength":3.742,"full_width_half_max":0.398}],"description":"Fire + Radiative Power (FRP) dataset"},"slstr-met-tx":{"type":"application/x-netcdf","roles":["data"],"description":"Meteorological + parameters regridded onto the 16km tie points"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"slstr-time-in":{"type":"application/x-netcdf","roles":["data"],"description":"Time + annotations for the 1 KM grid"},"slstr-flags-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Global + flags for the 1km F1 grid, nadir view"},"slstr-flags-in":{"type":"application/x-netcdf","roles":["data"],"description":"Global + flags for the 1km TIR grid, nadir view"},"slstr-indices-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, + pixel and detector annotations for the 1km F1 grid, nadir view"},"slstr-indices-in":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, + pixel and detector annotations for the 1km TIR grid, nadir view"},"slstr-geodetic-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution geodetic coordinates for the 1km F1 grid, nadir view"},"slstr-geodetic-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution geodetic coordinates for the 1km TIR grid, nadir view"},"slstr-geodetic-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km + geodetic coordinates"},"slstr-geometry-tn":{"type":"application/x-netcdf","roles":["data"],"description":"16km + solar and satellite geometry annotations, nadir view"},"slstr-cartesian-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution cartesian coordinates for the 1km F1 grid, nadir view"},"slstr-cartesian-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full + resolution cartesian coordinates for the 1km TIR grid, nadir view"},"slstr-cartesian-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km + cartesian coordinates"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + fire detection over land (SLSTR FRP)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2235' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:51 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181850Z-r159ff9f48bgrh9khC1YTO6kus0000000460000000005vra + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-synergy-syn-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn","type":"text/html","title":"Sentinel-3 + Land Surface Reflectance and Aerosol Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-syn-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Land Surface Reflectance and Aerosol","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-syn-l2-netcdf-thumb.png","title":"Sentinel-3 + Land Surface Reflectance and Aerosol Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-syn-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-09-22T16:51:00.001276Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Land","Reflectance","Aerosol"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa13","description":"Band + 13 - O2 absorption / aerosol correction","center_wavelength":0.76125,"full_width_half_max":0.0025},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04},{"name":"S1","description":"Band + 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band + 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band + 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S4","description":"Band + 4 - Cirrus detection over land","center_wavelength":1.3748,"full_width_half_max":0.0208},{"name":"S5","description":"Band + 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"SYN01","description":"OLCI + channel Oa01","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"SYN02","description":"OLCI + channel Oa02","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"SYN03","description":"OLCI + channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN04","description":"OLCI + channel Oa04","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"SYN05","description":"OLCI + channel Oa05","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"SYN06","description":"OLCI + channel Oa06","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"SYN07","description":"OLCI + channel Oa07","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"SYN08","description":"OLCI + channel Oa08","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"SYN09","description":"OLCI + channel Oa09","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"SYN10","description":"OLCI + channel Oa10","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"SYN11","description":"OLCI + channel Oa11","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"SYN12","description":"OLCI + channel Oa12","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"SYN13","description":"OLCI + channel Oa16","center_wavelength":0.7785,"full_width_half_max":0.015},{"name":"SYN14","description":"OLCI + channel Oa17","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN15","description":"OLCI + channel Oa18","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"SYN16","description":"OLCI + channel Oa21","center_wavelength":1.02,"full_width_half_max":0.04},{"name":"SYN17","description":"SLSTR + nadir channel S1","center_wavelength":0.555,"full_width_half_max":0.02},{"name":"SYN18","description":"SLSTR + nadir channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN19","description":"SLSTR + nadir channel S3","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN20","description":"SLSTR + nadir channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN21","description":"SLSTR + nadir channel S6","center_wavelength":2.25,"full_width_half_max":0.05},{"name":"SYN22","description":"SLSTR + oblique channel S1","center_wavelength":0.555,"full_width_half_max":0.02},{"name":"SYN23","description":"SLSTR + oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN24","description":"SLSTR + oblique channel S3","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN25","description":"SLSTR + oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN26","description":"SLSTR + oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-syn"],"s3:product_type":["SY_2_SYN___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides the Sentinel-3 [Synergy Level-2 Land Surface Reflectance + and Aerosol](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn) + product, which contains data on Surface Directional Reflectance, Aerosol Optical + Thickness, and an Angstrom coefficient estimate over land.\n\n## Data Files\n\nIndividual + NetCDF files for the following variables:\n\n- Surface Directional Reflectance + (SDR) with their associated error estimates for the sun-reflective [SLSTR](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr) + channels (S1 to S6 for both nadir and oblique views, except S4) and for all + [OLCI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-olci) + channels, except for the oxygen absorption bands Oa13, Oa14, Oa15, and the + water vapor bands Oa19 and Oa20.\n- Aerosol optical thickness at 550nm with + error estimates.\n- Angstrom coefficient at 550nm.\n\nMore information about + the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/level-2/syn-level-2-product).\n\nThis + Collection contains Level-2 data in NetCDF files from September 2018 to present.\n","item_assets":{"time":{"type":"application/x-netcdf","roles":["data"],"description":"Time + stamps annotation"},"syn-amin":{"type":"application/x-netcdf","roles":["data"],"description":"L2 + Aerosol model index number data"},"syn-flags":{"type":"application/x-netcdf","roles":["data"],"description":"Classification + and quality Flags associated with OLCI, SLSTR and SYNERGY products"},"syn-ato550":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band + 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band + 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band + 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S5","description":"Band + 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Aerosol + Optical Thickness Data Set"},"geolocation":{"type":"application/x-netcdf","roles":["data"],"description":"High + resolution georeferencing data"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"},"tiepoints-olci":{"type":"application/x-netcdf","roles":["data"],"description":"Low + resolution georeferencing data and Sun and View angles associated with OLCI + products"},"tiepoints-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"ECMWF + meteorology data"},"tiepoints-slstr-n":{"type":"application/x-netcdf","roles":["data"],"description":"Low + resolution georeferencing data and Sun and View angles associated with SLSTR + nadir view products"},"tiepoints-slstr-o":{"type":"application/x-netcdf","roles":["data"],"description":"Low + resolution georeferencing data and Sun and View angles associated with SLSTR + oblique view products"},"syn-angstrom-exp550":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band + 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band + 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band + 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S5","description":"Band + 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Aerosol + Angstrom Exponent Data Set"},"syn-s1n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN17","description":"SLSTR + nadir channel S1","center_wavelength":0.555,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 01 acquired in nadir + view"},"syn-s1o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN22","description":"SLSTR + oblique channel S1","center_wavelength":0.555,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 01 acquired in oblique + view"},"syn-s2n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN18","description":"SLSTR + nadir channel S2","center_wavelength":0.659,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 02 acquired in nadir + view"},"syn-s2o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN23","description":"SLSTR + oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 02 acquired in oblique + view"},"syn-s3n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN19","description":"SLSTR + nadir channel S3","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 03 acquired in nadir + view"},"syn-s3o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN24","description":"SLSTR + oblique channel S3","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with SLSTR channel 03 acquired in oblique + view"},"syn-s5n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN20","description":"SLSTR + nadir channel S5","center_wavelength":1.61,"full_width_half_max":0.06}],"description":"Surface + directional reflectance associated with SLSTR channel 05 acquired in nadir + view"},"syn-s5o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN25","description":"SLSTR + oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06}],"description":"Surface + directional reflectance associated with SLSTR channel 05 acquired in oblique + view"},"syn-s6n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN21","description":"SLSTR + nadir channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Surface + directional reflectance associated with SLSTR channel 06 acquired in nadir + view"},"syn-s6o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN26","description":"SLSTR + oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Surface + directional reflectance associated with SLSTR channel 06 acquired in oblique + view"},"syn-oa01-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN01","description":"OLCI + channel Oa01","center_wavelength":0.4,"full_width_half_max":0.015}],"description":"Surface + directional reflectance associated with OLCI channel 01"},"syn-oa02-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN02","description":"OLCI + channel Oa02","center_wavelength":0.4125,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 02"},"syn-oa03-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN03","description":"OLCI + channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 03"},"syn-oa04-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN04","description":"OLCI + channel Oa04","center_wavelength":0.49,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 04"},"syn-oa05-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN05","description":"OLCI + channel Oa05","center_wavelength":0.51,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 05"},"syn-oa06-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN06","description":"OLCI + channel Oa06","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 06"},"syn-oa07-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN07","description":"OLCI + channel Oa07","center_wavelength":0.62,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 07"},"syn-oa08-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN08","description":"OLCI + channel Oa08","center_wavelength":0.665,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 08"},"syn-oa09-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN09","description":"OLCI + channel Oa09","center_wavelength":0.67375,"full_width_half_max":0.0075}],"description":"Surface + directional reflectance associated with OLCI channel 09"},"syn-oa10-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN10","description":"OLCI + channel Oa10","center_wavelength":0.68125,"full_width_half_max":0.0075}],"description":"Surface + directional reflectance associated with OLCI channel 10"},"syn-oa11-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN11","description":"OLCI + channel Oa11","center_wavelength":0.70875,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 11"},"syn-oa12-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN12","description":"OLCI + channel Oa12","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"Surface + directional reflectance associated with OLCI channel 12"},"syn-oa16-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN13","description":"OLCI + channel Oa16","center_wavelength":0.7785,"full_width_half_max":0.015}],"description":"Surface + directional reflectance associated with OLCI channel 16"},"syn-oa17-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN14","description":"OLCI + channel Oa17","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface + directional reflectance associated with OLCI channel 17"},"syn-oa18-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN15","description":"OLCI + channel Oa18","center_wavelength":0.885,"full_width_half_max":0.01}],"description":"Surface + directional reflectance associated with OLCI channel 18"},"syn-oa21-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN16","description":"OLCI + channel Oa21","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Surface + directional reflectance associated with OLCI channel 21"},"syn-sdr-removed-pixels":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band + 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band + 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band + 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S4","description":"Band + 4 - Cirrus detection over land","center_wavelength":1.3748,"full_width_half_max":0.0208},{"name":"S6","description":"Band + 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band + 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band + 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band + 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band + 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band + 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band + 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band + 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band + 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band + 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band + 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band + 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band + 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa13","description":"Band + 13 - O2 absorption / aerosol correction","center_wavelength":0.76125,"full_width_half_max":0.0025},{"name":"Oa16","description":"Band + 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band + 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band + 18 - Water vapour absorption reference. Common reference band with SLSTR. + Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band + 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band + 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Surface + directional reflectance and aerosol parameters associated with removed pixel"},"annotations-removed-pixels":{"type":"application/x-netcdf","roles":["data"],"description":"Annotations + parameters associated with removed pixel"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + surface reflectance and aerosol over land (SYNERGY SYN)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '3499' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:51 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181851Z-r159ff9f48b7kccrhC1YTOxt2c0000000d9000000000csuh + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-synergy-vgp-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp","type":"text/html","title":"Sentinel-3 + Top of Atmosphere Reflectance Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vgp-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + Top of Atmosphere Reflectance (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vgp-l2-netcdf-thumb.png","title":"Sentinel-3 + Top of Atmosphere Reflectance (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-vgp-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-10-08T08:09:40.491227Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-vgp"],"s3:product_type":["SY_2_VGP___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides the Sentinel-3 [Synergy Level-2 Top of Atmosphere Reflectance](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp) + product, which is a SPOT VEGETATION Continuity Product containing measurement + data similar to that obtained by the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) + onboad the SPOT-3 and SPOT-4 satellites. The primary variables are four top + of atmosphere reflectance bands:\n\n- B0 (Blue, 450nm)\n- B2 (Red, 645nm)\n- + B3 (NIR, 835nm)\n- MIR (SWIR, 1665nm)\n\nThe four reflectance bands have center + wavelengths matching those on the original SPOT VEGETATION instrument and + have been adapted for scientific applications requiring highly accurate physical + measurements through correction for systematic errors and re-sampling to predefined + geographic projections. The pixel brightness count is the ground area''s apparent + reflectance as seen at the top of atmosphere.\n\n## Data files\n\nNetCDF files + are provided for the four reflectance bands. Additional metadata are delivered + in annotation NetCDF files, each containing a single variable, including the + geometric viewing and illumination conditions, the total water vapour and + ozone columns, and the aerosol optical depth.\n\nMore information about the + product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/level-2/vgt-p-product).\n\nThis + Collection contains Level-2 data in NetCDF files from October 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol + optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Top + of atmosphere reflectance data set associated with the VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Top + of atmosphere reflectance data set associated with the VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Top + of atmosphere reflectance data set associated with the VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total + ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status + map data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Top + of atmosphere Reflectance data set associated with the VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View + azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View + zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total + column water vapour data"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + top of atmosphere reflectance (SYNERGY VGP, a SPOT VEGETATION Continuity Product)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2278' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:52 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181851Z-r159ff9f48b5kd5thC1YTObrgc00000005d000000000aa13 + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf + response: + body: + string: '{"id":"sentinel-3-synergy-vg1-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel + Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10","type":"text/html","title":"Sentinel-3 + 1-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vg1-l2-netcdf","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 + 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vg1-l2-netcdf-thumb.png","title":"Sentinel-3 + 1-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-vg1-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC Items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,75.0]]},"temporal":{"interval":[["2018-10-04T23:17:21Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance","NDVI"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-vg1"],"s3:product_type":["SY_2_VG1___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This + Collection provides the Sentinel-3 [Synergy Level-2 1-Day Surface Reflectance + and NDVI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) + products, which are SPOT VEGETATION Continuity Products similar to those obtained + from the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) + onboard the SPOT-4 and SPOT-5 satellites. The primary variables are a maximum + Normalized Difference Vegetation Index (NDVI) composite, which is derived + from daily ground reflecrtance, and four surface reflectance bands:\n\n- B0 + (Blue, 450nm)\n- B2 (Red, 645nm)\n- B3 (NIR, 835nm)\n- MIR (SWIR, 1665nm)\n\nThe + four reflectance bands have center wavelengths matching those on the original + SPOT VEGETATION instrument. The NDVI variable, which is an indicator of the + amount of vegetation, is derived from the B3 and B2 bands.\n\n## Data files\n\nThe + four reflectance bands and NDVI values are each contained in dedicated NetCDF + files. Additional metadata are delivered in annotation NetCDF files, each + containing a single variable, including the geometric viewing and illumination + conditions, the total water vapour and ozone columns, and the aerosol optical + depth.\n\nEach 1-day product is delivered as a set of 10 rectangular scenes:\n\n- + AFRICA\n- NORTH_AMERICA\n- SOUTH_AMERICA\n- CENTRAL_AMERICA\n- NORTH_ASIA\n- + WEST_ASIA\n- SOUTH_EAST_ASIA\n- ASIAN_ISLANDS\n- AUSTRALASIA\n- EUROPE\n\nMore + information about the product and data processing can be found in the [User + Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) + and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/vgt-s/vg1-product-surface-reflectance).\n\nThis + Collection contains Level-2 data in NetCDF files from October 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol + optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI + channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Surface + Reflectance Data Set associated with VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Surface + Reflectance Data Set associated with VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Surface + Reflectance Data Set associated with VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total + Ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status + Map data"},"tg":{"type":"application/x-netcdf","roles":["data"],"description":"Synthesis + time data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR + nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Surface + Reflectance Data Set associated with VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar + zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View + azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View + zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total + column Water vapour data"},"ndvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI + channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI + channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Normalised + difference vegetation index"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE + product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 + 1-day surface reflectance and NDVI (SYNERGY VG1, a SPOT VEGETATION Continuity + Product)."}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2400' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:53 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181852Z-r159ff9f48b424hkhC1YTOqggg000000038g0000000059ww + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover + response: + body: + string: '{"id":"esa-worldcover","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover"},{"rel":"license","href":"https://spdx.org/licenses/CC-BY-4.0.html","type":"text/html","title":"Creative + Commons Attribution 4.0 International License"},{"rel":"cite-as","href":"https://doi.org/10.5281/zenodo.5571936 + ","type":"text/html","title":"2020 Data DOI"},{"rel":"cite-as","href":"https://doi.org/10.5281/zenodo.7254221","type":"text/html","title":"2021 + Data DOI"},{"rel":"about","href":"https://esa-worldcover.s3.amazonaws.com/v100/2020/docs/WorldCover_PUM_V1.0.pdf","type":"application/pdf","title":"2020 + Product Version 1.0.0 User Manual"},{"rel":"about","href":"https://esa-worldcover.s3.eu-central-1.amazonaws.com/v200/2021/docs/WorldCover_PUM_V2.0.pdf","type":"application/pdf","title":"2021 + Product Version 2.0.0 User Manual"},{"rel":"about","href":"https://worldcover2020.esa.int/data/docs/WorldCover_PVR_V1.1.pdf","type":"application/pdf","title":"2020 + Product Version 1.0.0 Validation Report"},{"rel":"about","href":"https://esa-worldcover.s3.eu-central-1.amazonaws.com/v200/2021/docs/WorldCover_PVR_V2.0.pdf","type":"application/pdf","title":"2021 + Product Version 2.0.0 Validation Report"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-worldcover","title":"Human + readable dataset overview and reference","type":"text/html"}],"title":"ESA + WorldCover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-worldcover-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA + WorldCover thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-worldcover.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet + STAC items","description":"Snapshot of the collection''s STAC items exported + to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-60.0,180.0,82.75]]},"temporal":{"interval":[["2020-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land + Cover","Sentinel","ESA"],"providers":[{"url":"https://esa-worldcover.org","name":"ESA","roles":["licensor","producer"]},{"url":"https://esa-worldcover.org","name":"ESA + WorldCover Consortium","roles":["processor"],"description":"The WorldCover + product is developed by a consortium led by VITO Remote Sensing together with + partners Brockmann Consult, CS SI, Gamma Remote Sensing AG, IIASA and Wageningen + University"},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"mission":["sentinel-1","sentinel-2"],"platform":["sentinel-1a","sentinel-1b","sentinel-2a","sentinel-2b"],"instruments":["c-sar","msi"],"esa_worldcover:product_version":["1.0.0","2.0.0"]},"description":"The + European Space Agency (ESA) [WorldCover](https://esa-worldcover.org/en) product + provides global land cover maps for the years 2020 and 2021 at 10 meter resolution + based on the combination of [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) + radar data and [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) + imagery. The discrete classification maps provide 11 classes defined using + the Land Cover Classification System (LCCS) developed by the United Nations + (UN) Food and Agriculture Organization (FAO). The map images are stored in + [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.\n\nThe WorldCover + product is developed by a consortium of European service providers and research + organizations. [VITO](https://remotesensing.vito.be/) (Belgium) is the prime + contractor of the WorldCover consortium together with [Brockmann Consult](https://www.brockmann-consult.de/) + (Germany), [CS SI](https://www.c-s.fr/) (France), [Gamma Remote Sensing AG](https://www.gamma-rs.ch/) + (Switzerland), [International Institute for Applied Systems Analysis](https://www.iiasa.ac.at/) + (Austria), and [Wageningen University](https://www.wur.nl/nl/Wageningen-University.htm) + (The Netherlands).\n\nTwo versions of the WorldCover product are available:\n\n- + WorldCover 2020 produced using v100 of the algorithm\n - [WorldCover 2020 + v100 User Manual](https://esa-worldcover.s3.eu-central-1.amazonaws.com/v100/2020/docs/WorldCover_PUM_V1.0.pdf)\n - + [WorldCover 2020 v100 Validation Report]()\n\n- + WorldCover 2021 produced using v200 of the algorithm\n - [WorldCover 2021 + v200 User Manual]()\n - + [WorldCover 2021 v200 Validaton Report]()\n\nSince + the WorldCover maps for 2020 and 2021 were generated with different algorithm + versions (v100 and v200, respectively), changes between the maps include both + changes in real land cover and changes due to the used algorithms.\n","item_assets":{"map":{"type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land + Cover Classes","description":"Discrete classification according to the Land + Cover Classification System scheme developed by the United Nations Food and + Agriculture Organization","raster:bands":[{"name":"Band1","nodata":0,"sampling":"area","data_type":"uint8","description":"Classification + values","spatial_resolution":10}],"classification:classes":[{"value":10,"color-hint":"006400","description":"Tree + cover"},{"value":20,"color-hint":"FFBB22","description":"Shrubland"},{"value":30,"color-hint":"FFFF4C","description":"Grassland"},{"value":40,"color-hint":"F096FF","description":"Cropland"},{"value":50,"color-hint":"FA0000","description":"Built-up"},{"value":60,"color-hint":"B4B4B4","description":"Bare + / sparse vegetation"},{"value":70,"color-hint":"F0F0F0","description":"Snow + and ice"},{"value":80,"color-hint":"0064C8","description":"Permanent water + bodies"},{"value":90,"color-hint":"0096A0","description":"Herbaceous wetland"},{"value":95,"color-hint":"00CF75","description":"Mangroves"},{"value":100,"color-hint":"FAE6A0","description":"Moss + and lichen"}]},"input_quality":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["metadata"],"title":"Classification + Input Data Quality","description":"Per pixel quality indicator showing the + quality of the input data.","raster:bands":[{"name":"Band1","nodata":-1,"sampling":"area","data_type":"int16","description":"Number + of Sentinel-1 GAMMA0 observations used in the classification workflow","spatial_resolution":60},{"name":"Band2","nodata":-1,"sampling":"area","data_type":"int16","description":"Number + of Sentinel-2 L2A observations used in the classification workflow","spatial_resolution":60},{"name":"Band3","nodata":-1,"sampling":"area","data_type":"int16","description":"Percentage + (0-100) of invalid S2 observations discarded in the classification workflow + (after cloud and cloud shadow filtering)","spatial_resolution":60}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"esa-worldcover","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global + land cover product at 10 meter resolution based on Sentinel-1 and Sentinel-2 + data"}' + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Headers: + - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS + Access-Control-Allow-Origin: + - '*' + Access-Control-Max-Age: + - '1728000' + Connection: + - keep-alive + Content-Length: + - '2545' + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:18:53 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + X-Cache: + - CONFIG_NOCACHE + content-encoding: + - gzip + vary: + - Accept-Encoding + x-azure-ref: + - 20250514T181853Z-r159ff9f48b2ljh6hC1YTO9fu40000000cy00000000037sd + status: + code: 200 + message: OK +- request: + body: '{"collections": ["microsoft-pc", "daymet-annual-pr", "daymet-daily-hi", + "3dep-seamless", "3dep-lidar-dsm", "fia", "sentinel-1-rtc", "gridmet", "daymet-annual-na", + "daymet-monthly-na", "daymet-annual-hi", "daymet-monthly-hi", "daymet-monthly-pr", + "gnatsgo-tables", "hgb", "cop-dem-glo-30", "cop-dem-glo-90", "terraclimate", + "nasa-nex-gddp-cmip6", "gpm-imerg-hhr", "gnatsgo-rasters", "3dep-lidar-hag", + "io-lulc-annual-v02", "goes-cmi", "conus404", "3dep-lidar-intensity", "3dep-lidar-pointsourceid", + "mtbs", "noaa-c-cap", "3dep-lidar-copc", "modis-64A1-061", "alos-fnf-mosaic", + "3dep-lidar-returns", "mobi", "landsat-c2-l2", "era5-pds", "chloris-biomass", + "kaza-hydroforecast", "planet-nicfi-analytic", "modis-17A2H-061", "modis-11A2-061", + "daymet-daily-pr", "3dep-lidar-dtm-native", "3dep-lidar-classification", "3dep-lidar-dtm", + "gap", "modis-17A2HGF-061", "planet-nicfi-visual", "gbif", "modis-17A3HGF-061", + "modis-09A1-061", "alos-dem", "alos-palsar-mosaic", "deltares-water-availability", + "modis-16A3GF-061", "modis-21A2-061", "us-census", "jrc-gsw", "deltares-floods", + "modis-43A4-061", "modis-09Q1-061", "modis-14A1-061", "hrea", "modis-13Q1-061", + "modis-14A2-061", "sentinel-2-l2a", "modis-15A2H-061", "modis-11A1-061", "modis-15A3H-061", + "modis-13A1-061", "daymet-daily-na", "nrcan-landcover", "modis-10A2-061", "ecmwf-forecast", + "noaa-mrms-qpe-24h-pass2", "sentinel-1-grd", "nasadem", "io-lulc", "landsat-c2-l1", + "drcog-lulc", "chesapeake-lc-7", "chesapeake-lc-13", "chesapeake-lu", "noaa-mrms-qpe-1h-pass1", + "noaa-mrms-qpe-1h-pass2", "noaa-nclimgrid-monthly", "usda-cdl", "eclipse", "esa-cci-lc", + "esa-cci-lc-netcdf", "fws-nwi", "usgs-lcmap-conus-v13", "usgs-lcmap-hawaii-v10", + "noaa-climate-normals-tabular", "noaa-climate-normals-netcdf", "goes-glm", "noaa-climate-normals-gridded", + "aster-l1t", "cil-gdpcir-cc-by-sa", "naip", "io-lulc-9-class", "io-biodiversity", + "noaa-cdr-sea-surface-temperature-whoi", "noaa-cdr-ocean-heat-content", "cil-gdpcir-cc0", + "cil-gdpcir-cc-by", "noaa-cdr-sea-surface-temperature-whoi-netcdf", "noaa-cdr-sea-surface-temperature-optimum-interpolation", + "modis-10A1-061", "sentinel-5p-l2-netcdf", "sentinel-3-olci-wfr-l2-netcdf", + "noaa-cdr-ocean-heat-content-netcdf", "hls2-l30", "sentinel-3-synergy-aod-l2-netcdf", + "sentinel-3-synergy-v10-l2-netcdf", "sentinel-3-olci-lfr-l2-netcdf", "sentinel-3-sral-lan-l2-netcdf", + "sentinel-3-slstr-lst-l2-netcdf", "sentinel-3-slstr-wst-l2-netcdf", "sentinel-3-sral-wat-l2-netcdf", + "hls2-s30", "ms-buildings", "sentinel-3-slstr-frp-l2-netcdf", "sentinel-3-synergy-syn-l2-netcdf", + "sentinel-3-synergy-vgp-l2-netcdf", "sentinel-3-synergy-vg1-l2-netcdf", "esa-worldcover"]}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '2645' + Content-Type: + - application/json + User-Agent: + - python-requests/2.32.3 + method: POST + uri: https://planetarycomputer.microsoft.com/api/stac/v1/search response: body: string: '{"type":"FeatureCollection","features":[{"id":"UKESM1-0-LL.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"UKESM1-0-LL","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg @@ -10522,7 +27329,7 @@ interactions: s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"}],"links":[{"rel":"next","type":"application/geo+json","method":"POST","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","body":{"token":"next:nasa-nex-gddp-cmip6:ACCESS-ESM1-5.ssp245.2097"}},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search"}]}' + Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"}],"links":[{"rel":"next","type":"application/geo+json","method":"POST","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","body":{"collections":["microsoft-pc","daymet-annual-pr","daymet-daily-hi","3dep-seamless","3dep-lidar-dsm","fia","sentinel-1-rtc","gridmet","daymet-annual-na","daymet-monthly-na","daymet-annual-hi","daymet-monthly-hi","daymet-monthly-pr","gnatsgo-tables","hgb","cop-dem-glo-30","cop-dem-glo-90","terraclimate","nasa-nex-gddp-cmip6","gpm-imerg-hhr","gnatsgo-rasters","3dep-lidar-hag","io-lulc-annual-v02","goes-cmi","conus404","3dep-lidar-intensity","3dep-lidar-pointsourceid","mtbs","noaa-c-cap","3dep-lidar-copc","modis-64A1-061","alos-fnf-mosaic","3dep-lidar-returns","mobi","landsat-c2-l2","era5-pds","chloris-biomass","kaza-hydroforecast","planet-nicfi-analytic","modis-17A2H-061","modis-11A2-061","daymet-daily-pr","3dep-lidar-dtm-native","3dep-lidar-classification","3dep-lidar-dtm","gap","modis-17A2HGF-061","planet-nicfi-visual","gbif","modis-17A3HGF-061","modis-09A1-061","alos-dem","alos-palsar-mosaic","deltares-water-availability","modis-16A3GF-061","modis-21A2-061","us-census","jrc-gsw","deltares-floods","modis-43A4-061","modis-09Q1-061","modis-14A1-061","hrea","modis-13Q1-061","modis-14A2-061","sentinel-2-l2a","modis-15A2H-061","modis-11A1-061","modis-15A3H-061","modis-13A1-061","daymet-daily-na","nrcan-landcover","modis-10A2-061","ecmwf-forecast","noaa-mrms-qpe-24h-pass2","sentinel-1-grd","nasadem","io-lulc","landsat-c2-l1","drcog-lulc","chesapeake-lc-7","chesapeake-lc-13","chesapeake-lu","noaa-mrms-qpe-1h-pass1","noaa-mrms-qpe-1h-pass2","noaa-nclimgrid-monthly","usda-cdl","eclipse","esa-cci-lc","esa-cci-lc-netcdf","fws-nwi","usgs-lcmap-conus-v13","usgs-lcmap-hawaii-v10","noaa-climate-normals-tabular","noaa-climate-normals-netcdf","goes-glm","noaa-climate-normals-gridded","aster-l1t","cil-gdpcir-cc-by-sa","naip","io-lulc-9-class","io-biodiversity","noaa-cdr-sea-surface-temperature-whoi","noaa-cdr-ocean-heat-content","cil-gdpcir-cc0","cil-gdpcir-cc-by","noaa-cdr-sea-surface-temperature-whoi-netcdf","noaa-cdr-sea-surface-temperature-optimum-interpolation","modis-10A1-061","sentinel-5p-l2-netcdf","sentinel-3-olci-wfr-l2-netcdf","noaa-cdr-ocean-heat-content-netcdf","hls2-l30","sentinel-3-synergy-aod-l2-netcdf","sentinel-3-synergy-v10-l2-netcdf","sentinel-3-olci-lfr-l2-netcdf","sentinel-3-sral-lan-l2-netcdf","sentinel-3-slstr-lst-l2-netcdf","sentinel-3-slstr-wst-l2-netcdf","sentinel-3-sral-wat-l2-netcdf","hls2-s30","ms-buildings","sentinel-3-slstr-frp-l2-netcdf","sentinel-3-synergy-syn-l2-netcdf","sentinel-3-synergy-vgp-l2-netcdf","sentinel-3-synergy-vg1-l2-netcdf","esa-worldcover"],"token":"next:nasa-nex-gddp-cmip6:ACCESS-ESM1-5.ssp245.2097"}},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search"}]}' headers: Accept-Ranges: - bytes @@ -10539,11 +27346,11 @@ interactions: Connection: - keep-alive Content-Length: - - '51136' + - '52177' Content-Type: - application/geo+json Date: - - Fri, 09 Aug 2024 15:13:42 GMT + - Wed, 14 May 2025 18:18:55 GMT Strict-Transport-Security: - max-age=31536000; includeSubDomains X-Cache: @@ -10553,7 +27360,7 @@ interactions: vary: - Accept-Encoding x-azure-ref: - - 20240809T151340Z-1674bbd94ccvvjpbkqgpgkat000000000af0000000006p7g + - 20250514T181853Z-r159ff9f48brw5k4hC1YTOfee40000000cxg0000000006uv status: code: 200 message: OK diff --git a/tests/cassettes/test_client/test_get_items_recursion_no_collections_without_ids.yaml b/tests/cassettes/test_client/test_get_items_recursion_no_collections_without_ids.yaml new file mode 100644 index 00000000..41ab2def --- /dev/null +++ b/tests/cassettes/test_client/test_get_items_recursion_no_collections_without_ids.yaml @@ -0,0 +1,516 @@ +interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://paituli.csc.fi/geoserver/ogc/stac/v1/ + response: + body: + string: '{"title":"Paituli STAC","description":"Paituli STAC with Finnish data. + More info: https://paituli.csc.fi/stac.html","links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=application%2Fjson","rel":"self","type":"application/json","title":"This + document"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=application%2Fx-yaml","rel":"alternate","type":"application/x-yaml","title":"This + document as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=text%2Fhtml","rel":"alternate","type":"text/html","title":"This + document as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=application%2Fvnd.oai.openapi%2Bjson%3Bversion%3D3.0","rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","title":"API + definition for this endpoint as application/vnd.oai.openapi+json;version=3.0"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=application%2Fx-yaml","rel":"service-desc","type":"application/x-yaml","title":"API + definition for this endpoint as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=text%2Fhtml","rel":"service-doc","type":"text/html","title":"API + definition for this endpoint as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=application%2Fjson","rel":"conformance","type":"application/json","title":"Conformance + declaration as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=application%2Fx-yaml","rel":"conformance","type":"application/x-yaml","title":"Conformance + declaration as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=text%2Fhtml","rel":"conformance","type":"text/html","title":"Conformance + declaration as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections?f=application%2Fjson","rel":"data","type":"application/json","title":"Collections + Metadata as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections?f=text%2Fhtml","rel":"data","type":"text/html","title":"Collections + Metadata as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_global_radiation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivukuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_land_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_latvuspeitto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_8_modif_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regions_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_sea_level_pressure_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_11_days_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_10ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_1_mining_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_general_map_1milj_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_precipitation_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kasvupaikka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_6_footprint_perc_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_forest_snow_damage_risk_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_5_road_density_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/daily_wind_damage_risk_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_ika_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regional_state_administrative_agencies_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_2_1_forest_loss_perc_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_nir_b08_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_spruce_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivutukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mantykuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_42k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/wind_velocity_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_fra_luokka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulpkuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_13_livestock_mass_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_84k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusitukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_erosion_susceptibility_of_agricultural_areas_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/landsat_annual_index_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sea_regions_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_satellite_image_mosaic_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_max_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/canopy_height_model_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_3_1_light_mcdm2_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/2m_digital_terrain_model_products_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_0_5ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_1km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mantytukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel2-l2a","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/vegetation_height_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_false_color_orthoimage_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_wind_speed_10y_return_level_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_ppa_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_stand_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_surface_model_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_global_backscatter_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_25m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_4ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_12_crop_perc_iiasa_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_annual_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_site_main_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/land_parcels_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_background_colour_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_pitajakartta_20k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_4_clim_velocity_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_mean_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_10m_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_lehtip_latvuspeitto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_2_2_forest_trend_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_monthly_index_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_orthoimage_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_maaluokka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_orthoimage_newest_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/peatland_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_carbon_stock_change_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_keskilapimitta_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_7_impact_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_print_colour_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regional_state_administrative_agencies_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_tilavuus_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_potential_erosion_of_agricultural_lands_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/municipalities_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_min_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_keskipituus_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_min_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_swir_b11_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_relative_humidity_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_2ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_100k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_11_crop_perc_uni_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_25k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusi_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_site_fertility_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_1_temp_trends_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_pine_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_forest_wind_damage_sensitivity_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_2_temp_signif_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_of_growing_stock_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_birch_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_3_clim_extreme_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_21k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_5_aridity_trend_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_slope_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_50k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_of_other_deciduous_tree_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_topographical_wetness_index_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_paatyyppi_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_20k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/building_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_1ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulptukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_mean_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_contours_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/superficial_deposits_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusikuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_basal_area_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_avg_temperature_1km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/country_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_erosion_susceptibility_of_land_areas_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/municipalities_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mista_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_carbon_stock_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_400k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/canopy_cover_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nasa_usgs_latuviitta_landsat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/ndvi_max_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_250k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regions_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_2_hazard_potential_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_10m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_mean_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/orthophoto_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_precipitation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_aspect_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_3_human_density_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_wind_speed_50y_return_level_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_false_color_orthoimage_newest_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_11_days_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_manty_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_500k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_10_fire_occur_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_snow_depth_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_taloudellinen_100k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_4_built_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/corine_land_cover_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_max_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_9_human_biomes_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_without_contours_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_wind_damage_risk_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulp_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/country_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson","rel":"search","type":"application/geo+json","title":"Items + as application/geo+json","method":"GET"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=text%2Fhtml","rel":"search","type":"text/html","title":"Items + as text/html","method":"GET"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1?f=application%2Fjson","rel":"root","type":"application/json","title":"Root + Catalog as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson","rel":"search","type":"application/geo+json","title":"Items + as application/geo+json","method":"POST"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=text%2Fhtml","rel":"search","type":"text/html","title":"Items + as text/html","method":"POST"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/queryables?f=application%2Fschema%2Bjson","rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables + as application/schema+json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/queryables?f=text%2Fhtml","rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"text/html","title":"Queryables + as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/sortables?f=application%2Fschema%2Bjson","rel":"http://www.opengis.net/def/rel/ogc/1.0/sortables","type":"application/schema+json","title":"Sortables + as application/schema+json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/sortables?f=text%2Fhtml","rel":"http://www.opengis.net/def/rel/ogc/1.0/sortables","type":"text/html","title":"Sortables + as text/html"}],"id":"GeoserverSTACLandingPage","conformsTo":["http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/html","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","https://api.stacspec.org/v1.0.0/collections","https://api.stacspec.org/v1.0.0/core","https://api.stacspec.org/v1.0.0/ogcapi-features","https://api.stacspec.org/v1.0.0/item-search","https://api.stacspec.org/v1.0.0/item-search#filter","https://api.stacspec.org/v1.0.0/item-search#sort","https://api.stacspec.org/v1.0.0/item-search#fields","http://www.opengis.net/spec/ogcapi-features-3/1.0/req/features-filter","http://www.opengis.net/spec/ogcapi-features-3/1.0/req/filter","http://geoserver.org/spec/ecql/1.0/req/gs-ecql","http://geoserver.org/spec/ecql/1.0/req/ecql-text","http://www.opengis.net/spec/cql2/1.0/req/basic-cql2","http://www.opengis.net/spec/cql2/1.0/req/advanced-comparison-operators","http://www.opengis.net/spec/cql2/1.0/req/arithmetic","http://www.opengis.net/spec/cql2/1.0/req/property-property","http://www.opengis.net/spec/cql2/1.0/req/basic-spatial-operators","http://www.opengis.net/spec/cql2/1.0/req/spatial-operators","http://www.opengis.net/spec/cql2/1.0/req/functions","http://www.opengis.net/spec/cql2/1.0/req/cql2-text"],"type":"Catalog","stac_version":"1.0.0"}' + headers: + API-Version: + - 1.0.0 + Access-Control-Allow-Headers: + - Origin, X-Requested-With, Content-Type, Accept, User-Agent, If-Modified-Since,Cache-Control, + Access-Control-Allow-Methods: + - GET, OPTIONS + Access-Control-Allow-Origin: + - '*' + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:31:10 GMT + Link: + - ; + rel="self"; type="application/json"; title="This document" + - ; + rel="alternate"; type="application/x-yaml"; title="This document as application/x-yaml" + - ; + rel="alternate"; type="text/html"; title="This document as text/html" + - ; rel="self"; + type="application/json"; title="This document" + - ; rel="alternate"; + type="application/x-yaml"; title="This document as application/x-yaml" + - ; rel="alternate"; + type="text/html"; title="This document as text/html" + Server: + - nginx/1.24.0 + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - SAMEORIGIN + status: + code: 200 + message: '' +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://paituli.csc.fi/geoserver/ogc/stac/v1?f=application%2Fjson + response: + body: + string: '{"title":"Paituli STAC","description":"Paituli STAC with Finnish data. + More info: https://paituli.csc.fi/stac.html","links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=application%2Fjson","rel":"self","type":"application/json","title":"This + document"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=application%2Fx-yaml","rel":"alternate","type":"application/x-yaml","title":"This + document as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/?f=text%2Fhtml","rel":"alternate","type":"text/html","title":"This + document as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=application%2Fvnd.oai.openapi%2Bjson%3Bversion%3D3.0","rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","title":"API + definition for this endpoint as application/vnd.oai.openapi+json;version=3.0"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=application%2Fx-yaml","rel":"service-desc","type":"application/x-yaml","title":"API + definition for this endpoint as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/openapi?f=text%2Fhtml","rel":"service-doc","type":"text/html","title":"API + definition for this endpoint as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=application%2Fjson","rel":"conformance","type":"application/json","title":"Conformance + declaration as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=application%2Fx-yaml","rel":"conformance","type":"application/x-yaml","title":"Conformance + declaration as application/x-yaml"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/conformance?f=text%2Fhtml","rel":"conformance","type":"text/html","title":"Conformance + declaration as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections?f=application%2Fjson","rel":"data","type":"application/json","title":"Collections + Metadata as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections?f=text%2Fhtml","rel":"data","type":"text/html","title":"Collections + Metadata as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_global_radiation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivukuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_land_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_latvuspeitto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_8_modif_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regions_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_sea_level_pressure_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_11_days_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_10ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_1_mining_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_general_map_1milj_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_precipitation_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kasvupaikka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_6_footprint_perc_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_forest_snow_damage_risk_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_5_road_density_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/daily_wind_damage_risk_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_ika_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regional_state_administrative_agencies_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_2_1_forest_loss_perc_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_nir_b08_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_spruce_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_koivutukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mantykuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_42k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/wind_velocity_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_fra_luokka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulpkuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_13_livestock_mass_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_84k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusitukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_erosion_susceptibility_of_agricultural_areas_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/landsat_annual_index_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sea_regions_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_satellite_image_mosaic_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_max_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/canopy_height_model_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_3_1_light_mcdm2_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/2m_digital_terrain_model_products_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_0_5ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_1km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mantytukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel2-l2a","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/vegetation_height_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_false_color_orthoimage_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_wind_speed_10y_return_level_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_juuret_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_ppa_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_stand_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_surface_model_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_global_backscatter_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_25m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_4ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_12_crop_perc_iiasa_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_annual_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_site_main_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/land_parcels_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_background_colour_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_pitajakartta_20k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_4_clim_velocity_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_mean_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_10m_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_lehtip_latvuspeitto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_2_2_forest_trend_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_monthly_index_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_orthoimage_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_maaluokka_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_orthoimage_newest_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/peatland_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_carbon_stock_change_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_keskilapimitta_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_7_impact_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_print_colour_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regional_state_administrative_agencies_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_tilavuus_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_potential_erosion_of_agricultural_lands_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/municipalities_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_min_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_keskipituus_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_min_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_swir_b11_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_relative_humidity_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_2ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_100k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_11_crop_perc_uni_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_25k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusi_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_site_fertility_class_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_1_temp_trends_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_pine_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_forest_wind_damage_sensitivity_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_2_temp_signif_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_of_growing_stock_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_birch_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_3_clim_extreme_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_21k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_5_5_aridity_trend_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_slope_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_50k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_volume_of_other_deciduous_tree_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_topographical_wetness_index_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_paatyyppi_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_20k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/building_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_dtw_2m_1ha_threshold_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulptukki_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_mean_temperature_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_contours_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/superficial_deposits_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_kuusikuitu_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_inventory_basal_area_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_avg_temperature_1km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_latva_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/country_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_erosion_susceptibility_of_land_areas_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_elavatoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/municipalities_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_mista_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_carbon_stock_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_400k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/canopy_cover_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nasa_usgs_latuviitta_landsat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/ndvi_max_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_250k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/regions_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_2_hazard_potential_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_lehtip_kanto_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_10m_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_manty_neulaset_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_mean_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/orthophoto_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_precipitation_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_kuolleetoksat_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/digital_terrain_model_2m_aspect_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_3_human_density_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_monthly_precipitation_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_wind_speed_50y_return_level_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_false_color_orthoimage_newest_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_2_11_days_mosaics_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_manty_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_topographic_map_500k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_10_fire_occur_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_snow_depth_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_taloudellinen_100k_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_4_built_area_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/corine_land_cover_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_bm_kuusi_runkokuori_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_daily_max_temperature_predictions_10km_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/hy_spectre_1_9_human_biomes_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_basic_map_without_contours_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/forest_wind_damage_risk_at_fmi","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/luke_vmi_muulp_at_paituli","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/country_land_at_geocubes","rel":"child","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson","rel":"search","type":"application/geo+json","title":"Items + as application/geo+json","method":"GET"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=text%2Fhtml","rel":"search","type":"text/html","title":"Items + as text/html","method":"GET"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1?f=application%2Fjson","rel":"root","type":"application/json","title":"Root + Catalog as application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson","rel":"search","type":"application/geo+json","title":"Items + as application/geo+json","method":"POST"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=text%2Fhtml","rel":"search","type":"text/html","title":"Items + as text/html","method":"POST"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/queryables?f=application%2Fschema%2Bjson","rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables + as application/schema+json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/queryables?f=text%2Fhtml","rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"text/html","title":"Queryables + as text/html"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/sortables?f=application%2Fschema%2Bjson","rel":"http://www.opengis.net/def/rel/ogc/1.0/sortables","type":"application/schema+json","title":"Sortables + as application/schema+json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/sortables?f=text%2Fhtml","rel":"http://www.opengis.net/def/rel/ogc/1.0/sortables","type":"text/html","title":"Sortables + as text/html"}],"id":"GeoserverSTACLandingPage","conformsTo":["http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/html","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","https://api.stacspec.org/v1.0.0/collections","https://api.stacspec.org/v1.0.0/core","https://api.stacspec.org/v1.0.0/ogcapi-features","https://api.stacspec.org/v1.0.0/item-search","https://api.stacspec.org/v1.0.0/item-search#filter","https://api.stacspec.org/v1.0.0/item-search#sort","https://api.stacspec.org/v1.0.0/item-search#fields","http://www.opengis.net/spec/ogcapi-features-3/1.0/req/features-filter","http://www.opengis.net/spec/ogcapi-features-3/1.0/req/filter","http://geoserver.org/spec/ecql/1.0/req/gs-ecql","http://geoserver.org/spec/ecql/1.0/req/ecql-text","http://www.opengis.net/spec/cql2/1.0/req/basic-cql2","http://www.opengis.net/spec/cql2/1.0/req/advanced-comparison-operators","http://www.opengis.net/spec/cql2/1.0/req/arithmetic","http://www.opengis.net/spec/cql2/1.0/req/property-property","http://www.opengis.net/spec/cql2/1.0/req/basic-spatial-operators","http://www.opengis.net/spec/cql2/1.0/req/spatial-operators","http://www.opengis.net/spec/cql2/1.0/req/functions","http://www.opengis.net/spec/cql2/1.0/req/cql2-text"],"type":"Catalog","stac_version":"1.0.0"}' + headers: + API-Version: + - 1.0.0 + Access-Control-Allow-Headers: + - Origin, X-Requested-With, Content-Type, Accept, User-Agent, If-Modified-Since,Cache-Control, + Access-Control-Allow-Methods: + - GET, OPTIONS + Access-Control-Allow-Origin: + - '*' + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Wed, 14 May 2025 18:31:11 GMT + Link: + - ; + rel="self"; type="application/json"; title="This document" + - ; + rel="alternate"; type="application/x-yaml"; title="This document as application/x-yaml" + - ; + rel="alternate"; type="text/html"; title="This document as text/html" + - ; rel="self"; + type="application/json"; title="This document" + - ; rel="alternate"; + type="application/x-yaml"; title="This document as application/x-yaml" + - ; rel="alternate"; + type="text/html"; title="This document as text/html" + Server: + - nginx/1.24.0 + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - SAMEORIGIN + status: + code: 200 + message: '' +- request: + body: '{}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '2' + Content-Type: + - application/json + User-Agent: + - python-requests/2.32.3 + method: POST + uri: https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson + response: + body: + string: '{"type":"FeatureCollection","features":[{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"fmi_snow_load_on_trees_100m_at_paituli_rcp4520702099_2070_2099","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[18.9952,59.238],[31.232,59.4158],[33.31,70.0339],[15.1323,69.7464],[18.9952,59.238]]]},"bbox":[15.1323,59.238,33.31,70.0339],"properties":{"start_datetime":"2070-01-01T00:00:00.000+00:00","end_datetime":"2099-12-31T00:00:00.000+00:00","datetime":"2070-01-01T00:00:00.000+00:00","gsd":100.0,"proj:epsg":3067,"proj:transform":[100,0,43995,0,-100,7782095,0,0,1]},"collection":"fmi_snow_load_on_trees_100m_at_paituli","assets":{"fmi_snow_load_on_trees_100m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/ilmatiede/snow_load/RCP4520702099.tif","type":"image/tiff; + application=geotiff","title":"fmi_snow_load_on_trees_100m_at_paituli_tiff","gsd":100.0,"proj:shape":[11881,6961],"proj:transform":[100.0,0.0,43995.000000477,0.0,-100.0,7782095.000000477,0.0,0.0,1.0],"roles":["data"]},"fmi_snow_load_on_trees_100m_at_puhti_tiff":{"href":"/appl/data/geo/ilmatiede/snow_load/RCP4520702099.tif","type":"image/tiff; + application=geotiff","title":"fmi_snow_load_on_trees_100m_at_puhti_tiff","gsd":100.0,"proj:shape":[11881,6961],"proj:transform":[100.0,0.0,43995.000000477,0.0,-100.0,7782095.000000477,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli/items/fmi_snow_load_on_trees_100m_at_paituli_rcp4520702099_2070_2099","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"fmi_snow_load_on_trees_100m_at_paituli_rcp8520702099_2070_2099","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.4402,59.6061],[31.1318,59.7593],[33.0852,69.9917],[15.9187,69.7477],[19.4402,59.6061]]]},"bbox":[15.9187,59.6061,33.0852,69.9917],"properties":{"start_datetime":"2070-01-01T00:00:00.000+00:00","end_datetime":"2099-12-31T00:00:00.000+00:00","datetime":"2070-01-01T00:00:00.000+00:00","gsd":100.0,"proj:epsg":3067,"proj:transform":[100,0,73937,0,-100,7776539,0,0,1]},"collection":"fmi_snow_load_on_trees_100m_at_paituli","assets":{"fmi_snow_load_on_trees_100m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/ilmatiede/snow_load/RCP8520702099.tif","type":"image/tiff; + application=geotiff","title":"fmi_snow_load_on_trees_100m_at_paituli_tiff","gsd":100.0,"proj:shape":[11447,6581],"proj:transform":[100.0,0.0,73937.55649726803,0.0,-100.0,7776539.113151425,0.0,0.0,1.0],"roles":["data"]},"fmi_snow_load_on_trees_100m_at_puhti_tiff":{"href":"/appl/data/geo/ilmatiede/snow_load/RCP8520702099.tif","type":"image/tiff; + application=geotiff","title":"fmi_snow_load_on_trees_100m_at_puhti_tiff","gsd":100.0,"proj:shape":[11447,6581],"proj:transform":[100.0,0.0,73937.55649726803,0.0,-100.0,7776539.113151425,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/fmi_snow_load_on_trees_100m_at_paituli/items/fmi_snow_load_on_trees_100m_at_paituli_rcp8520702099_2070_2099","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_163041","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[13.809247,61.423983],[19.495446,61.85898],[18.884763,64.13093],[12.764523,63.65204],[13.809247,61.423983]]]},"bbox":[12.764523,61.423983,19.495446,64.13093],"properties":{"start_datetime":"2025-03-24T16:30:41.000+00:00","end_datetime":"2025-03-24T16:31:06.000+00:00","datetime":"2025-03-24T16:30:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-200495,0,-10,7136785,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250324_163041_163106_058449_073AC7_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250324_163041_163106_058449_073AC7_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250324_163041_163106_058449_073AC7.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_163041","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_162926","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.544507,56.930513],[21.291347,57.423337],[20.304747,62.661292],[12.459205,62.05496],[14.544507,56.930513]]]},"bbox":[12.459205,56.930513,21.291347,62.661292],"properties":{"start_datetime":"2025-03-24T16:29:26.000+00:00","end_datetime":"2025-03-24T16:30:41.000+00:00","datetime":"2025-03-24T16:29:26.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-255602,0,-10,6965662,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250324_162926_163041_058449_073AC7_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250324_162926_163041_058449_073AC7_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250324_162926_163041_058449_073AC7.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_162926","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_051441","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.680372,59.216524],[20.950577,59.661624],[20.173306,63.401146],[13.14147,62.882537],[14.680372,59.216524]]]},"bbox":[13.14147,59.216524,20.950577,63.401146],"properties":{"start_datetime":"2025-03-24T05:14:41.000+00:00","end_datetime":"2025-03-24T05:15:31.000+00:00","datetime":"2025-03-24T05:14:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-200731,0,-10,7048456,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250324_051441_051531_058442_073A7E_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250324_051441_051531_058442_073A7E_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250324_051441_051531_058442_073A7E.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_051441","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_051211","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[17.359593,66.715073],[26.527005,67.00912],[26.397103,72.159395],[14.783105,71.77375],[17.359593,66.715073]]]},"bbox":[14.783105,66.715073,26.527005,72.159395],"properties":{"start_datetime":"2025-03-24T05:12:11.000+00:00","end_datetime":"2025-03-24T05:13:26.000+00:00","datetime":"2025-03-24T05:12:11.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,76124,0,-10,8006815,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250324_051211_051326_058442_073A7E_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250324_051211_051326_058442_073A7E_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250324_051211_051326_058442_073A7E.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-24_051211","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-24","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-24T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250324_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250324_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250324_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250324_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250324_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250324_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250324_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250324_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250324_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-24","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_155104","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.518032,67.049925],[27.130377,67.225436],[27.153371,70.790399],[18.217558,70.579377],[19.518032,67.049925]]]},"bbox":[18.217558,67.049925,27.153371,70.790399],"properties":{"start_datetime":"2025-03-23T15:51:04.000+00:00","end_datetime":"2025-03-23T15:51:54.000+00:00","datetime":"2025-03-23T15:51:04.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,175082,0,-10,7854027,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_155104_155154_058434_073A2B_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_155104_155154_058434_073A2B_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_155104_155154_058434_073A2B.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_155104","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_154949","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[21.725861,62.707175],[28.908448,62.793307],[29.303278,67.742101],[20.641828,67.634099],[21.725861,62.707175]]]},"bbox":[20.641828,62.707175,29.303278,67.742101],"properties":{"start_datetime":"2025-03-23T15:49:49.000+00:00","end_datetime":"2025-03-23T15:51:04.000+00:00","datetime":"2025-03-23T15:49:49.000+00:00","gsd":9.999999999999998,"proj:epsg":3067,"proj:transform":[9,0,230400,0,-9,7515922,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_154949_155104_058434_073A2B_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_154949_155104_058434_073A2B_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_154949_155104_058434_073A2B.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_154949","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_154834","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.312044,58.331449],[30.357573,58.315618],[30.91116,63.19989],[23.868402,63.219218],[24.312044,58.331449]]]},"bbox":[23.868402,58.315618,30.91116,63.219218],"properties":{"start_datetime":"2025-03-23T15:48:34.000+00:00","end_datetime":"2025-03-23T15:49:49.000+00:00","datetime":"2025-03-23T15:48:34.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,342613,0,-10,7013855,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_154834_154949_058434_073A2B_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_154834_154949_058434_073A2B_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_154834_154949_058434_073A2B.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_154834","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043347","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.129346,57.304595],[30.138182,57.298199],[30.63426,62.193739],[23.675373,62.201518],[24.129346,57.304595]]]},"bbox":[23.675373,57.298199,30.63426,62.201518],"properties":{"start_datetime":"2025-03-23T04:33:47.000+00:00","end_datetime":"2025-03-23T04:35:02.000+00:00","datetime":"2025-03-23T04:33:47.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,327071,0,-10,6901069,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_043347_043502_058427_0739EA_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_043347_043502_058427_0739EA_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_043347_043502_058427_0739EA.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043347","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043232","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[25.522191,61.779562],[32.59851,61.673065],[33.698737,66.624813],[25.229497,66.757637],[25.522191,61.779562]]]},"bbox":[25.229497,61.673065,33.698737,66.757637],"properties":{"start_datetime":"2025-03-23T04:32:32.000+00:00","end_datetime":"2025-03-23T04:33:47.000+00:00","datetime":"2025-03-23T04:32:32.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,422042,0,-10,7405469,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_043232_043347_058427_0739EA_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_043232_043347_058427_0739EA_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_043232_043347_058427_0739EA.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043232","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043117","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[27.16411,66.211893],[35.860151,65.956807],[38.108538,70.995691],[27.206709,71.326982],[27.16411,66.211893]]]},"bbox":[27.16411,65.956807,38.108538,71.326982],"properties":{"start_datetime":"2025-03-23T04:31:17.000+00:00","end_datetime":"2025-03-23T04:32:32.000+00:00","datetime":"2025-03-23T04:31:17.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,507386,0,-10,7913878,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250323_043117_043232_058427_0739EA_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250323_043117_043232_058427_0739EA_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250323_043117_043232_058427_0739EA.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-23_043117","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-23","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-23T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250323_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250323_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250323_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250323_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250323_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250323_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250323_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250323_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250323_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-23","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-22_150941","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[28.853844,66.350744],[37.639244,65.994283],[40.3717,71.051873],[29.345375,71.516153],[28.853844,66.350744]]]},"bbox":[28.853844,65.994283,40.3717,71.516153],"properties":{"start_datetime":"2025-03-22T15:09:41.000+00:00","end_datetime":"2025-03-22T15:10:56.000+00:00","datetime":"2025-03-22T15:09:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,582972,0,-10,7936575,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250322_150941_151056_058419_07399D_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250322_150941_151056_058419_07399D_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250322_150941_151056_058419_07399D.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-22_150941","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-22_052858","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[12.961557,65.33553],[22.365166,65.918684],[21.11589,71.243413],[9.366494,70.482693],[12.961557,65.33553]]]},"bbox":[9.366494,65.33553,22.365166,71.243413],"properties":{"start_datetime":"2025-03-22T05:28:58.000+00:00","end_datetime":"2025-03-22T05:30:13.000+00:00","datetime":"2025-03-22T05:28:58.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-149395,0,-10,7914808,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250322_052858_053013_058413_073958_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250322_052858_053013_058413_073958_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250322_052858_053013_058413_073958.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-22_052858","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-22","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-22T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250322_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250322_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250322_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250322_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250322_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250322_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250322_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250322_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250322_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-22","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160724","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.457776,66.299602],[24.031295,66.777413],[23.200174,72.05615],[11.097045,71.428066],[14.457776,66.299602]]]},"bbox":[11.097045,66.299602,24.031295,72.05615],"properties":{"start_datetime":"2025-03-21T16:07:24.000+00:00","end_datetime":"2025-03-21T16:08:39.000+00:00","datetime":"2025-03-21T16:07:24.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-59504,0,-10,7999316,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_160724_160839_058405_073913_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_160724_160839_058405_073913_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_160724_160839_058405_073913.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160724","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160609","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[17.80782,62.047758],[25.332892,62.343733],[24.979877,67.480979],[15.90413,67.108305],[17.80782,62.047758]]]},"bbox":[15.90413,62.047758,25.332892,67.480979],"properties":{"start_datetime":"2025-03-21T16:06:09.000+00:00","end_datetime":"2025-03-21T16:07:24.000+00:00","datetime":"2025-03-21T16:06:09.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,20453,0,-10,7486405,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_160609_160724_058405_073913_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_160609_160724_058405_073913_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_160609_160724_058405_073913.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160609","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160454","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[20.296428,57.716019],[26.504225,57.892612],[26.421205,62.924973],[19.186693,62.708688],[20.296428,57.716019]]]},"bbox":[19.186693,57.716019,26.504225,62.924973],"properties":{"start_datetime":"2025-03-21T16:04:54.000+00:00","end_datetime":"2025-03-21T16:06:09.000+00:00","datetime":"2025-03-21T16:04:54.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,101017,0,-10,6977362,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_160454_160609_058405_073913_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_160454_160609_058405_073913_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_160454_160609_058405_073913.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_160454","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_045011","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[20.10158,57.330035],[26.235963,57.516967],[26.109945,62.554878],[18.977388,62.326249],[20.10158,57.330035]]]},"bbox":[18.977388,57.330035,26.235963,62.554878],"properties":{"start_datetime":"2025-03-21T04:50:11.000+00:00","end_datetime":"2025-03-21T04:51:26.000+00:00","datetime":"2025-03-21T04:50:11.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,85072,0,-10,6936312,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_045011_045126_058398_0738C5_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_045011_045126_058398_0738C5_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_045011_045126_058398_0738C5.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_045011","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_044856","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[21.490026,61.855391],[28.613662,61.956336],[28.935804,66.930948],[20.398198,66.804923],[21.490026,61.855391]]]},"bbox":[20.398198,61.855391,28.935804,66.930948],"properties":{"start_datetime":"2025-03-21T04:48:56.000+00:00","end_datetime":"2025-03-21T04:50:11.000+00:00","datetime":"2025-03-21T04:48:56.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,210283,0,-10,7424997,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_044856_045011_058398_0738C5_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_044856_045011_058398_0738C5_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_044856_045011_058398_0738C5.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_044856","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_044741","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.173464,66.342359],[31.980527,66.309643],[33.230141,71.25423],[22.210589,71.296514],[23.173464,66.342359]]]},"bbox":[22.210589,66.309643,33.230141,71.296514],"properties":{"start_datetime":"2025-03-21T04:47:41.000+00:00","end_datetime":"2025-03-21T04:48:56.000+00:00","datetime":"2025-03-21T04:47:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,328744,0,-10,7917251,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250321_044741_044856_058398_0738C5_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250321_044741_044856_058398_0738C5_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250321_044741_044856_058398_0738C5.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-21_044741","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-21","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-21T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250321_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250321_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250321_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250321_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250321_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250321_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250321_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250321_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250321_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-21","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152631","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[25.292165,67.655587],[33.063241,67.551226],[34.129447,71.038122],[24.989188,71.163675],[25.292165,67.655587]]]},"bbox":[24.989188,67.551226,34.129447,71.163675],"properties":{"start_datetime":"2025-03-20T15:26:31.000+00:00","end_datetime":"2025-03-20T15:27:21.000+00:00","datetime":"2025-03-20T15:26:31.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,427551,0,-10,7896854,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250320_152631_152721_058390_07386D_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250320_152631_152721_058390_07386D_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250320_152631_152721_058390_07386D.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152631","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152516","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[27.499205,63.248981],[34.855841,63.031803],[36.533557,68.027469],[27.607626,68.301724],[27.499205,63.248981]]]},"bbox":[27.499205,63.031803,36.533557,68.301724],"properties":{"start_datetime":"2025-03-20T15:25:16.000+00:00","end_datetime":"2025-03-20T15:26:31.000+00:00","datetime":"2025-03-20T15:25:16.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,525070,0,-10,7576627,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250320_152516_152631_058390_07386D_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250320_152516_152631_058390_07386D_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250320_152516_152631_058390_07386D.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152516","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152357","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[29.794428,58.665661],[36.360372,58.353354],[38.039135,63.541418],[30.306206,63.928701],[29.794428,58.665661]]]},"bbox":[29.794428,58.353354,38.039135,63.928701],"properties":{"start_datetime":"2025-03-20T15:23:57.000+00:00","end_datetime":"2025-03-20T15:25:16.000+00:00","datetime":"2025-03-20T15:23:57.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,662070,0,-10,7093270,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250320_152357_152516_058390_07386D_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250320_152357_152516_058390_07386D_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250320_152357_152516_058390_07386D.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-20_152357","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-20","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-20T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250320_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250320_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250320_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250320_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250320_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250320_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250320_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250320_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250320_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-20","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_162345","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[13.114337,65.935208],[19.920951,66.401736],[19.183677,68.732141],[11.716319,68.209977],[13.114337,65.935208]]]},"bbox":[11.716319,65.935208,19.920951,68.732141],"properties":{"start_datetime":"2025-03-19T16:23:45.000+00:00","end_datetime":"2025-03-19T16:24:10.000+00:00","datetime":"2025-03-19T16:23:45.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-127664,0,-10,7644600,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250319_162345_162410_058376_0737E3_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250319_162345_162410_058376_0737E3_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250319_162345_162410_058376_0737E3.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_162345","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_050515","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[17.625997,62.169813],[25.195783,62.475415],[24.81078,67.616776],[15.671274,67.231598],[17.625997,62.169813]]]},"bbox":[15.671274,62.169813,25.195783,67.616776],"properties":{"start_datetime":"2025-03-19T05:05:15.000+00:00","end_datetime":"2025-03-19T05:06:30.000+00:00","datetime":"2025-03-19T05:05:15.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,12984,0,-10,7501782,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250319_050515_050630_058369_07379A_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250319_050515_050630_058369_07379A_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250319_050515_050630_058369_07379A.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_050515","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_050400","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.321565,66.702799],[28.349037,66.884133],[28.708405,71.942831],[17.309854,71.706214],[19.321565,66.702799]]]},"bbox":[17.309854,66.702799,28.708405,71.942831],"properties":{"start_datetime":"2025-03-19T05:04:00.000+00:00","end_datetime":"2025-03-19T05:05:15.000+00:00","datetime":"2025-03-19T05:04:00.000+00:00","gsd":9.999999999999998,"proj:epsg":3067,"proj:transform":[9,0,161817,0,-9,7983393,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250319_050400_050515_058369_07379A_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250319_050400_050515_058369_07379A_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250319_050400_050515_058369_07379A.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-19_050400","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-19","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-19T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250319_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250319_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250319_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250319_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250319_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250319_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250319_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250319_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250319_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-19","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154249","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[20.312275,67.022799],[29.215847,67.147852],[29.806431,72.14454],[18.550361,71.981362],[20.312275,67.022799]]]},"bbox":[18.550361,67.022799,29.806431,72.14454],"properties":{"start_datetime":"2025-03-18T15:42:49.000+00:00","end_datetime":"2025-03-18T15:44:04.000+00:00","datetime":"2025-03-18T15:42:49.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,209132,0,-10,8007293,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_154249_154404_058361_073743_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_154249_154404_058361_073743_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_154249_154404_058361_073743.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154249","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154134","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.826595,62.707928],[30.980351,62.687339],[31.790604,67.586163],[23.179601,67.611924],[23.826595,62.707928]]]},"bbox":[23.179601,62.687339,31.790604,67.611924],"properties":{"start_datetime":"2025-03-18T15:41:34.000+00:00","end_datetime":"2025-03-18T15:42:49.000+00:00","datetime":"2025-03-18T15:41:34.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,337703,0,-10,7504603,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_154134_154249_058361_073743_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_154134_154249_058361_073743_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_154134_154249_058361_073743.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154134","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154015","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[26.415872,58.145511],[32.463353,58.02957],[33.398031,63.11057],[26.315173,63.253248],[26.415872,58.145511]]]},"bbox":[26.315173,58.02957,33.398031,63.253248],"properties":{"start_datetime":"2025-03-18T15:40:15.000+00:00","end_datetime":"2025-03-18T15:41:34.000+00:00","datetime":"2025-03-18T15:40:15.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,465613,0,-10,7013989,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_154015_154134_058361_073743_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_154015_154134_058361_073743_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_154015_154134_058361_073743.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_154015","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042532","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[26.19549,57.378519],[32.203414,57.27336],[33.036376,62.216365],[26.065834,62.344591],[26.19549,57.378519]]]},"bbox":[26.065834,57.27336,33.036376,62.344591],"properties":{"start_datetime":"2025-03-18T04:25:32.000+00:00","end_datetime":"2025-03-18T04:26:47.000+00:00","datetime":"2025-03-18T04:25:32.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,451625,0,-10,6912918,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_042532_042647_058354_073703_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_042532_042647_058354_073703_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_042532_042647_058354_073703.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042532","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042417","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[27.497007,61.831555],[34.653734,61.618229],[36.182175,66.631255],[27.597827,66.898273],[27.497007,61.831555]]]},"bbox":[27.497007,61.618229,36.182175,66.898273],"properties":{"start_datetime":"2025-03-18T04:24:17.000+00:00","end_datetime":"2025-03-18T04:25:32.000+00:00","datetime":"2025-03-18T04:24:17.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,526175,0,-10,7420165,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_042417_042532_058354_073703_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_042417_042532_058354_073703_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_042417_042532_058354_073703.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042417","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042302","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[28.828227,66.260714],[37.884126,65.885546],[40.688951,70.978441],[29.315391,71.467663],[28.828227,66.260714]]]},"bbox":[28.828227,65.885546,40.688951,71.467663],"properties":{"start_datetime":"2025-03-18T04:23:02.000+00:00","end_datetime":"2025-03-18T04:24:17.000+00:00","datetime":"2025-03-18T04:23:02.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,582119,0,-10,7931129,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250318_042302_042417_058354_073703_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250318_042302_042417_058354_073703_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250318_042302_042417_058354_073703.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-18_042302","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-18","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-18T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250318_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250318_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250318_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250318_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250318_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250318_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250318_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250318_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250318_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-18","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-17_052045","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.890394,65.382921],[23.974806,65.838286],[23.178326,71.093216],[11.826565,70.500937],[14.890394,65.382921]]]},"bbox":[11.826565,65.382921,23.974806,71.093216],"properties":{"start_datetime":"2025-03-17T05:20:45.000+00:00","end_datetime":"2025-03-17T05:22:00.000+00:00","datetime":"2025-03-17T05:20:45.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-60109,0,-10,7892153,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250317_052045_052200_058340_073676_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250317_052045_052200_058340_073676_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250317_052045_052200_058340_073676.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-17_052045","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-17","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-17T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250317_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250317_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250317_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250317_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250317_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250317_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250317_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250317_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250317_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-17","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155905","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[16.921262,66.138721],[25.730095,66.461843],[25.3927,71.610174],[14.320143,71.189058],[16.921262,66.138721]]]},"bbox":[14.320143,66.138721,25.730095,71.610174],"properties":{"start_datetime":"2025-03-16T15:59:05.000+00:00","end_datetime":"2025-03-16T16:00:20.000+00:00","datetime":"2025-03-16T15:59:05.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,46630,0,-10,7946204,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_155905_160020_058332_073624_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_155905_160020_058332_073624_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_155905_160020_058332_073624.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155905","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155750","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[20.198688,61.865534],[27.123173,62.033654],[27.148069,67.044382],[18.841023,66.834156],[20.198688,61.865534]]]},"bbox":[18.841023,61.865534,27.148069,67.044382],"properties":{"start_datetime":"2025-03-16T15:57:50.000+00:00","end_datetime":"2025-03-16T15:59:05.000+00:00","datetime":"2025-03-16T15:57:50.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,142664,0,-10,7436335,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_155750_155905_058332_073624_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_155750_155905_058332_073624_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_155750_155905_058332_073624.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155750","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155635","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[22.650282,57.508478],[28.53469,57.574138],[28.781382,62.493075],[21.954036,62.413089],[22.650282,57.508478]]]},"bbox":[21.954036,57.508478,28.781382,62.493075],"properties":{"start_datetime":"2025-03-16T15:56:35.000+00:00","end_datetime":"2025-03-16T15:57:50.000+00:00","datetime":"2025-03-16T15:56:35.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,239484,0,-10,6930376,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_155635_155750_058332_073624_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_155635_155750_058332_073624_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_155635_155750_058332_073624.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_155635","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_044204","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[22.02266,57.031108],[27.982388,57.126209],[28.13866,62.0834],[21.235674,61.96759],[22.02266,57.031108]]]},"bbox":[21.235674,57.031108,28.13866,62.0834],"properties":{"start_datetime":"2025-03-16T04:42:04.000+00:00","end_datetime":"2025-03-16T04:43:19.000+00:00","datetime":"2025-03-16T04:42:04.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,198044,0,-10,6883993,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_044204_044319_058325_0735D9_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_044204_044319_058325_0735D9_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_044204_044319_058325_0735D9.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_044204","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_044049","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.397457,61.533342],[30.417936,61.538094],[31.076684,66.448413],[22.703367,66.442509],[23.397457,61.533342]]]},"bbox":[22.703367,61.533342,31.076684,66.448413],"properties":{"start_datetime":"2025-03-16T04:40:49.000+00:00","end_datetime":"2025-03-16T04:42:04.000+00:00","datetime":"2025-03-16T04:40:49.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,308497,0,-10,7375820,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_044049_044204_058325_0735D9_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_044049_044204_058325_0735D9_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_044049_044204_058325_0735D9.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_044049","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_043934","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[25.058123,65.995279],[33.671532,65.862412],[35.321516,70.84081],[24.572246,71.012334],[25.058123,65.995279]]]},"bbox":[24.572246,65.862412,35.321516,71.012334],"properties":{"start_datetime":"2025-03-16T04:39:34.000+00:00","end_datetime":"2025-03-16T04:40:49.000+00:00","datetime":"2025-03-16T04:39:34.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,411859,0,-10,7880538,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250316_043934_044049_058325_0735D9_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250316_043934_044049_058325_0735D9_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250316_043934_044049_058325_0735D9.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-16_043934","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-16","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-16T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250316_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250316_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250316_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250316_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250316_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250316_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250316_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250316_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250316_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-16","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_151817","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[27.274671,67.71351],[35.059441,67.513274],[36.506671,71.057461],[27.324839,71.299302],[27.274671,67.71351]]]},"bbox":[27.274671,67.513274,36.506671,71.299302],"properties":{"start_datetime":"2025-03-15T15:18:17.000+00:00","end_datetime":"2025-03-15T15:19:07.000+00:00","datetime":"2025-03-15T15:18:17.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,511624,0,-10,7910809,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250315_151817_151907_058317_07358F_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250315_151817_151907_058317_07358F_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250315_151817_151907_058317_07358F.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_151817","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_151702","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[29.186511,63.30544],[36.843986,62.979291],[38.977562,68.025865],[29.672598,68.439107],[29.186511,63.30544]]]},"bbox":[29.186511,62.979291,38.977562,68.439107],"properties":{"start_datetime":"2025-03-15T15:17:02.000+00:00","end_datetime":"2025-03-15T15:18:17.000+00:00","datetime":"2025-03-15T15:17:02.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,609577,0,-10,7594199,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250315_151702_151817_058317_07358F_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250315_151702_151817_058317_07358F_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250315_151702_151817_058317_07358F.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_151702","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_053656","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[12.765036,69.295465],[20.695584,69.767362],[19.886478,72.143155],[11.009585,71.60526],[12.765036,69.295465]]]},"bbox":[11.009585,69.295465,20.695584,72.143155],"properties":{"start_datetime":"2025-03-15T05:36:56.000+00:00","end_datetime":"2025-03-15T05:37:21.000+00:00","datetime":"2025-03-15T05:36:56.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-57314,0,-10,8019277,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250315_053656_053721_058311_073551_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250315_053656_053721_058311_073551_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250315_053656_053721_058311_073551.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-15_053656","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-15","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-15T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250315_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250315_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250315_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250315_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250315_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250315_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250315_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250315_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250315_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-15","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_161535","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[12.656482,66.05256],[22.436409,66.653014],[21.146786,71.993184],[8.819041,71.203545],[12.656482,66.05256]]]},"bbox":[8.819041,66.05256,22.436409,71.993184],"properties":{"start_datetime":"2025-03-14T16:15:35.000+00:00","end_datetime":"2025-03-14T16:16:50.000+00:00","datetime":"2025-03-14T16:15:35.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-145079,0,-10,7997978,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250314_161535_161650_058303_07350B_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250314_161535_161650_058303_07350B_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250314_161535_161650_058303_07350B.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_161535","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_045707","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.505128,61.882724],[26.689964,62.086533],[26.626396,67.14523],[17.991492,66.889786],[19.505128,61.882724]]]},"bbox":[17.991492,61.882724,26.689964,67.14523],"properties":{"start_datetime":"2025-03-14T04:57:07.000+00:00","end_datetime":"2025-03-14T04:58:22.000+00:00","datetime":"2025-03-14T04:57:07.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,106557,0,-10,7447618,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250314_045707_045822_058296_0734BF_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250314_045707_045822_058296_0734BF_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250314_045707_045822_058296_0734BF.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_045707","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_045552","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[21.181994,66.400408],[30.033808,66.479466],[30.808532,71.462729],[19.706777,71.360305],[21.181994,66.400408]]]},"bbox":[19.706777,66.400408,30.808532,71.462729],"properties":{"start_datetime":"2025-03-14T04:55:52.000+00:00","end_datetime":"2025-03-14T04:57:07.000+00:00","datetime":"2025-03-14T04:55:52.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,240391,0,-10,7933263,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250314_045552_045707_058296_0734BF_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250314_045552_045707_058296_0734BF_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250314_045552_045707_058296_0734BF.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-14_045552","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-14","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-14T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250314_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250314_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250314_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250314_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250314_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250314_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250314_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250314_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250314_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-14","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-13_153205","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[28.750341,60.005426],[33.872945,59.837528],[34.429306,62.292509],[28.89347,62.478311],[28.750341,60.005426]]]},"bbox":[28.750341,59.837528,34.429306,62.478311],"properties":{"start_datetime":"2025-03-13T15:32:05.000+00:00","end_datetime":"2025-03-13T15:33:08.000+00:00","datetime":"2025-03-13T15:32:05.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,597606,0,-10,6928896,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250313_153205_153308_058288_073472_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250313_153205_153308_058288_073472_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250313_153205_153308_058288_073472.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-13_153205","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-13","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-13T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250313_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250313_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250313_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250313_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250313_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250313_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250313_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250313_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250313_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-13","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_163041","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[13.809132,61.423932],[19.495697,61.858954],[18.885035,64.130906],[12.764401,63.651988],[13.809132,61.423932]]]},"bbox":[12.764401,61.423932,19.495697,64.130906],"properties":{"start_datetime":"2025-03-12T16:30:41.000+00:00","end_datetime":"2025-03-12T16:31:06.000+00:00","datetime":"2025-03-12T16:30:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-200502,0,-10,7136780,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250312_163041_163106_058274_0733DD_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250312_163041_163106_058274_0733DD_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250312_163041_163106_058274_0733DD.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_163041","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_162926","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.544349,56.93046],[21.291342,57.423299],[20.304743,62.661255],[12.459027,62.054903],[14.544349,56.93046]]]},"bbox":[12.459027,56.93046,21.291342,62.661255],"properties":{"start_datetime":"2025-03-12T16:29:26.000+00:00","end_datetime":"2025-03-12T16:30:41.000+00:00","datetime":"2025-03-12T16:29:26.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-255613,0,-10,6965658,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250312_162926_163041_058274_0733DD_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250312_162926_163041_058274_0733DD_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250312_162926_163041_058274_0733DD.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_162926","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_051441","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[14.679458,59.216523],[20.950004,59.661684],[20.172636,63.401291],[13.140403,62.882609],[14.679458,59.216523]]]},"bbox":[13.140403,59.216523,20.950004,63.401291],"properties":{"start_datetime":"2025-03-12T05:14:41.000+00:00","end_datetime":"2025-03-12T05:15:31.000+00:00","datetime":"2025-03-12T05:14:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-200783,0,-10,7048475,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250312_051441_051531_058267_073394_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250312_051441_051531_058267_073394_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250312_051441_051531_058267_073394.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_051441","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_051211","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[17.358296,66.715101],[26.526401,67.009225],[26.396333,72.1595],[14.781462,71.773754],[17.358296,66.715101]]]},"bbox":[14.781462,66.715101,26.526401,72.1595],"properties":{"start_datetime":"2025-03-12T05:12:11.000+00:00","end_datetime":"2025-03-12T05:13:26.000+00:00","datetime":"2025-03-12T05:12:11.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,76067,0,-10,8006827,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250312_051211_051326_058267_073394_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250312_051211_051326_058267_073394_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250312_051211_051326_058267_073394.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-12_051211","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-12","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-12T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250312_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250312_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250312_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250312_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250312_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250312_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250312_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250312_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250312_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-12","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_155104","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.520348,67.050244],[27.132333,67.225643],[27.155669,70.790336],[18.220366,70.579451],[19.520348,67.050244]]]},"bbox":[18.220366,67.050244,27.155669,70.790336],"properties":{"start_datetime":"2025-03-11T15:51:04.000+00:00","end_datetime":"2025-03-11T15:51:54.000+00:00","datetime":"2025-03-11T15:51:04.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,175186,0,-10,7854020,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_155104_155154_058259_073342_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_155104_155154_058259_073342_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_155104_155154_058259_073342.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_155104","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_154949","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[21.727954,62.707413],[28.910201,62.793442],[29.305379,67.742051],[20.644384,67.634178],[21.727954,62.707413]]]},"bbox":[20.644384,62.707413,29.305379,67.742051],"properties":{"start_datetime":"2025-03-11T15:49:49.000+00:00","end_datetime":"2025-03-11T15:51:04.000+00:00","datetime":"2025-03-11T15:49:49.000+00:00","gsd":9.999999999999998,"proj:epsg":3067,"proj:transform":[9,0,230509,0,-9,7515920,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_154949_155104_058259_073342_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_154949_155104_058259_073342_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_154949_155104_058259_073342.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_154949","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_154834","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.313849,58.331511],[30.35904,58.315603],[30.91288,63.199956],[23.870494,63.219378],[24.313849,58.331511]]]},"bbox":[23.870494,58.315603,30.91288,63.219378],"properties":{"start_datetime":"2025-03-11T15:48:34.000+00:00","end_datetime":"2025-03-11T15:49:49.000+00:00","datetime":"2025-03-11T15:48:34.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,342719,0,-10,7013867,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_154834_154949_058259_073342_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_154834_154949_058259_073342_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_154834_154949_058259_073342.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_154834","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043346","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.128808,57.304684],[30.137495,57.298318],[30.633456,62.193772],[23.674758,62.201515],[24.128808,57.304684]]]},"bbox":[23.674758,57.298318,30.633456,62.201515],"properties":{"start_datetime":"2025-03-11T04:33:46.000+00:00","end_datetime":"2025-03-11T04:35:01.000+00:00","datetime":"2025-03-11T04:33:46.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,327039,0,-10,6901071,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_043346_043501_058252_073302_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_043346_043501_058252_073302_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_043346_043501_058252_073302.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043346","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043231","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[25.521581,61.779645],[32.597549,61.673195],[33.697571,66.624863],[25.228771,66.757629],[25.521581,61.779645]]]},"bbox":[25.228771,61.673195,33.697571,66.757629],"properties":{"start_datetime":"2025-03-11T04:32:31.000+00:00","end_datetime":"2025-03-11T04:33:46.000+00:00","datetime":"2025-03-11T04:32:31.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,422010,0,-10,7405469,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_043231_043346_058252_073302_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_043231_043346_058252_073302_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_043231_043346_058252_073302.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043231","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043116","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[27.16322,66.211991],[35.858878,65.956978],[38.10692,70.995796],[27.205587,71.32699],[27.16322,66.211991]]]},"bbox":[27.16322,65.956978,38.10692,71.32699],"properties":{"start_datetime":"2025-03-11T04:31:16.000+00:00","end_datetime":"2025-03-11T04:32:31.000+00:00","datetime":"2025-03-11T04:31:16.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,507346,0,-10,7913879,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250311_043116_043231_058252_073302_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250311_043116_043231_058252_073302_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250311_043116_043231_058252_073302.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-11_043116","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-11","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-11T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250311_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250311_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250311_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250311_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250311_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250311_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250311_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250311_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250311_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-11","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_dekadi_mosaiikit_2025-03-11_2025-03-21","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"start_datetime":"2025-03-11T00:00:00.000+00:00","end_datetime":"2025-03-21T23:59:59.000+00:00","datetime":"2025-03-11T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_11_days_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vv_min/s1m_grd_20250311-20250321_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vv_mean/s1m_grd_20250311-20250321_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vv_max/s1m_grd_20250311-20250321_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vv_std/s1m_grd_20250311-20250321_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vvvh_mean/s1m_grd_20250311-20250321_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vh_min/s1m_grd_20250311-20250321_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vh_mean/s1m_grd_20250311-20250321_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vh_max/s1m_grd_20250311-20250321_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1m_grd_vh_std/s1m_grd_20250311-20250321_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_11_days_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_11_days_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_dekadi_mosaiikit_2025-03-11_2025-03-21","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-10_150940","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[28.855832,66.35096],[37.64147,65.99437],[40.374499,71.051913],[29.347896,71.516361],[28.855832,66.35096]]]},"bbox":[28.855832,65.99437,40.374499,71.516361],"properties":{"start_datetime":"2025-03-10T15:09:40.000+00:00","end_datetime":"2025-03-10T15:10:55.000+00:00","datetime":"2025-03-10T15:09:40.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,583060,0,-10,7936602,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250310_150940_151055_058244_0732B1_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250310_150940_151055_058244_0732B1_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250310_150940_151055_058244_0732B1.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-10_150940","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-10_052858","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[12.961076,65.335539],[22.364461,65.918715],[21.114994,71.243438],[9.365893,70.482687],[12.961076,65.335539]]]},"bbox":[9.365893,65.335539,22.364461,71.243438],"properties":{"start_datetime":"2025-03-10T05:28:58.000+00:00","end_datetime":"2025-03-10T05:30:13.000+00:00","datetime":"2025-03-10T05:28:58.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,-149416,0,-10,7914814,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250310_052858_053013_058238_073272_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250310_052858_053013_058238_073272_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250310_052858_053013_058238_073272.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-10_052858","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-10","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[19.12671,59.14202],[33.000203,59.242452],[36.021476,70.077018],[15.201371,69.912844],[19.12671,59.14202]]]},"bbox":[15.201371,59.14202,36.021476,70.077018],"properties":{"datetime":"2025-03-10T00:00:00.000+00:00","gsd":20.0,"proj:epsg":3067,"proj:transform":[20,0,50200,0,-20,7799840,0,0,1]},"collection":"sentinel_1_daily_mosaics_at_fmi","assets":{"min_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_min/s1m_grd_20250310_min_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vv","roles":["data"]},"mean_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_mean/s1m_grd_20250310_mean_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vv","roles":["data"]},"max_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_max/s1m_grd_20250310_max_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vv","roles":["data"]},"stdev_vv":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vv_std/s1m_grd_20250310_stdev_VV_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vv","roles":["data"]},"mean_vvvh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vvvh_mean/s1m_grd_20250310_mean_VVVH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vvvh","roles":["data"]},"min_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_min/s1m_grd_20250310_min_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"min_vh","roles":["data"]},"mean_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_mean/s1m_grd_20250310_mean_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"mean_vh","roles":["data"]},"max_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_max/s1m_grd_20250310_max_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"max_vh","roles":["data"]},"stdev_vh":{"href":"https://pta.data.lit.fmi.fi/daily/s1m_grd_vh_std/s1m_grd_20250310_stdev_VH_R20m.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"stdev_vh","roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_daily_mosaics_at_fmi/items/Sentinel-1_VV_ja_VH_daily_mosaiikki_2025-03-10","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_160609","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[17.809555,62.048094],[25.334142,62.343966],[24.98141,67.480946],[15.90631,67.108406],[17.809555,62.048094]]]},"bbox":[15.90631,62.048094,25.334142,67.480946],"properties":{"start_datetime":"2025-03-09T16:06:09.000+00:00","end_datetime":"2025-03-09T16:07:24.000+00:00","datetime":"2025-03-09T16:06:09.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,20549,0,-10,7486400,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250309_160609_160724_058230_073226_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250309_160609_160724_058230_073226_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250309_160609_160724_058230_073226.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_160609","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_160454","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[20.297998,57.716173],[26.505657,57.892687],[26.422876,62.925049],[19.188514,62.70886],[20.297998,57.716173]]]},"bbox":[19.188514,57.716173,26.505657,62.925049],"properties":{"start_datetime":"2025-03-09T16:04:54.000+00:00","end_datetime":"2025-03-09T16:06:09.000+00:00","datetime":"2025-03-09T16:04:54.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,101112,0,-10,6977369,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250309_160454_160609_058230_073226_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250309_160454_160609_058230_073226_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250309_160454_160609_058230_073226.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_160454","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_044741","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.173685,66.342444],[31.980776,66.309714],[33.230456,71.254299],[22.210861,71.2966],[23.173685,66.342444]]]},"bbox":[22.210861,66.309714,33.230456,71.2966],"properties":{"start_datetime":"2025-03-09T04:47:41.000+00:00","end_datetime":"2025-03-09T04:48:56.000+00:00","datetime":"2025-03-09T04:47:41.000+00:00","gsd":10.0,"proj:epsg":3067,"proj:transform":[10,0,328754,0,-10,7917260,0,0,1]},"collection":"sentinel_1_tiles_at_fmi","assets":{"vv":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vv_prep/S1_processed_20250309_044741_044856_058223_0731D9_VV.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vv","roles":["data"]},"vh":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_vh_prep/S1_processed_20250309_044741_044856_058223_0731D9_VH.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","title":"vh","roles":["data"]},"metadata":{"href":"https://pta.data.lit.fmi.fi/sen1/s1_grd_meta_prep/S1_processed_20250309_044741_044856_058223_0731D9.dim","title":"metadata","roles":["metadata"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/sentinel_1_tiles_at_fmi/items/Sentinel-1_VV_ja_VH_osakuvat_2025-03-09_044741","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4121a_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.525068,60.301059],[23.633436,60.303851],[23.627888,60.357631],[23.519341,60.354832],[23.525068,60.301059]]]},"bbox":[23.51934111913341,60.301058808154224,23.633436493957173,60.35763079274173],"properties":{"datetime":"2025-03-09T01:03:33.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,308000,0,-2,6696000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4121A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4121A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4121a_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4121c_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.633436,60.303851],[23.741827,60.306555],[23.736456,60.360341],[23.627888,60.357631],[23.633436,60.303851]]]},"bbox":[23.627887743513316,60.30385108846283,23.741826535154,60.36034065681587],"properties":{"datetime":"2025-03-09T01:03:30.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,314000,0,-2,6696000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4121C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4121C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4121c_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4121d_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.627888,60.357631],[23.736456,60.360341],[23.731064,60.414126],[23.622318,60.41141],[23.627888,60.357631]]]},"bbox":[23.622317714046204,60.35763079274173,23.73645564677791,60.41412551369706],"properties":{"datetime":"2025-03-09T01:03:28.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,314000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4121D.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4121D.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4121d_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4121f_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.736456,60.360341],[23.845044,60.362962],[23.839831,60.416753],[23.731064,60.414126],[23.736456,60.360341]]]},"bbox":[23.731064157564113,60.36034065681587,23.845044150745974,60.416752564379784],"properties":{"datetime":"2025-03-09T01:03:26.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,320000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4121F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,320000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4121F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,320000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4121f_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4122a_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.513593,60.408605],[23.622318,60.41141],[23.616726,60.465188],[23.507822,60.462377],[23.513593,60.408605]]]},"bbox":[23.507822134845316,60.40860531235701,23.622317714046204,60.46518796410034],"properties":{"datetime":"2025-03-09T01:03:23.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,308000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4122A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4122A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4122a_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4122b_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.507822,60.462377],[23.616726,60.465188],[23.611113,60.518965],[23.502029,60.516149],[23.507822,60.462377]]]},"bbox":[23.50202941027566,60.46237741520103,23.61672629039062,60.518965428793585],"properties":{"datetime":"2025-03-09T01:03:21.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,308000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4122B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4122B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,308000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4122b_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4122c_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.622318,60.41141],[23.731064,60.414126],[23.725652,60.46791],[23.616726,60.465188],[23.622318,60.41141]]]},"bbox":[23.61672629039062,60.411409751683536,23.731064157564113,60.46790964350725],"properties":{"datetime":"2025-03-09T01:03:18.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,314000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4122C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4122C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,314000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4122c_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4122h_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.834598,60.470542],[23.943565,60.473086],[23.938492,60.526881],[23.829345,60.524332],[23.834598,60.470542]]]},"bbox":[23.82934544059864,60.47054241923302,23.943565074565576,60.52688095464372],"properties":{"datetime":"2025-03-09T01:03:15.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,326000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4122H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,326000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4122H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,326000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4122h_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4123b_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.953653,60.365495],[24.06228,60.367939],[24.057425,60.42174],[23.948618,60.419291],[23.953653,60.365495]]]},"bbox":[23.948618498648138,60.365494793390475,24.06228024406686,60.421740401181815],"properties":{"datetime":"2025-03-09T01:03:12.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,332000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4123B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,332000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4123B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,332000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4123b_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4123e_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.175585,60.316487],[24.284071,60.318749],[24.279591,60.372562],[24.170926,60.370295],[24.175585,60.316487]]]},"bbox":[24.170926473134774,60.31648741037013,24.28407057217718,60.37256154445774],"properties":{"datetime":"2025-03-09T01:03:10.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,344000,0,-2,6696000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4123E.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4123E.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4123e_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4123f_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.170926,60.370295],[24.279591,60.372562],[24.275093,60.426373],[24.16625,60.424101],[24.170926,60.370295]]]},"bbox":[24.16625022366466,60.37029459498899,24.279590582388764,60.42637301196865],"properties":{"datetime":"2025-03-09T01:03:07.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,344000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4123F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4123F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4123f_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4123g_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.284071,60.318749],[24.392573,60.320923],[24.388272,60.37474],[24.279591,60.372562],[24.284071,60.318749]]]},"bbox":[24.279590582388764,60.31874943833162,24.39257340774741,60.37473982152367],"properties":{"datetime":"2025-03-09T01:03:05.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,350000,0,-2,6696000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4123G.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4123G.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4123g_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4123h_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.279591,60.372562],[24.388272,60.37474],[24.383954,60.428556],[24.275093,60.426373],[24.279591,60.372562]]]},"bbox":[24.275093394248383,60.37256154445774,24.388271889882354,60.428556034273015],"properties":{"datetime":"2025-03-09T01:03:03.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,350000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4123H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4123H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4123h_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124a_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[23.948618,60.419291],[24.057425,60.42174],[24.052551,60.475541],[23.943565,60.473086],[23.948618,60.419291]]]},"bbox":[23.943565074565576,60.41929087081366,24.057425030159987,60.47554112841349],"properties":{"datetime":"2025-03-09T01:03:00.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,332000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,332000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,332000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124a_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124c_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.057425,60.42174],[24.16625,60.424101],[24.161556,60.477907],[24.052551,60.475541],[24.057425,60.42174]]]},"bbox":[24.052551154138037,60.421740401181815,24.16625022366466,60.477906999022665],"properties":{"datetime":"2025-03-09T01:02:58.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,338000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,338000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124C.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,338000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124c_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124d_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.052551,60.475541],[24.161556,60.477907],[24.156844,60.531712],[24.047659,60.529341],[24.052551,60.475541]]]},"bbox":[24.04765851470554,60.47554112841349,24.16155599699768,60.531712217048735],"properties":{"datetime":"2025-03-09T01:02:55.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,338000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124D.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,338000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124D.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,338000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124d_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124f_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.161556,60.477907],[24.270579,60.480184],[24.266047,60.533994],[24.156844,60.531712],[24.161556,60.477907]]]},"bbox":[24.156843695532825,60.477906999022665,24.270578914536294,60.53399402873175],"properties":{"datetime":"2025-03-09T01:02:53.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,344000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124F.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,344000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124f_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124g_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.275093,60.426373],[24.383954,60.428556],[24.379619,60.482372],[24.270579,60.480184],[24.275093,60.426373]]]},"bbox":[24.270578914536294,60.42637301196865,24.383953856290425,60.48237162348561],"properties":{"datetime":"2025-03-09T01:02:50.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,350000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124G.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124G.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124g_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4124h_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.270579,60.480184],[24.379619,60.482372],[24.375268,60.536187],[24.266047,60.533994],[24.270579,60.480184]]]},"bbox":[24.26604704935241,60.480183840262654,24.37961921743229,60.536186588639744],"properties":{"datetime":"2025-03-09T01:02:47.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,350000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4124H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4124H.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,350000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4124h_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4141a_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.392573,60.320923],[24.501093,60.323008],[24.49697,60.376829],[24.388272,60.37474],[24.392573,60.320923]]]},"bbox":[24.388271889882354,60.32092298575338,24.501092670045985,60.376829398926326],"properties":{"datetime":"2025-03-09T01:02:45.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,356000,0,-2,6696000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4141A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4141A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6696000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4141a_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4141b_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.388272,60.37474],[24.49697,60.376829],[24.492831,60.43065],[24.383954,60.428556],[24.388272,60.37474]]]},"bbox":[24.383953856290425,60.37473982152367,24.496969712994865,60.43065016428587],"properties":{"datetime":"2025-03-09T01:02:42.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,356000,0,-2,6702000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4141B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4141B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6702000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4141b_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4142a_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.383954,60.428556],[24.492831,60.43065],[24.488676,60.48447],[24.379619,60.482372],[24.383954,60.428556]]]},"bbox":[24.37961921743229,60.428556034273015,24.492830923489716,60.484470321156145],"properties":{"datetime":"2025-03-09T01:02:40.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,356000,0,-2,6708000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4142A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4142A.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6708000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4142a_2025","rel":"self","type":"application/geo+json"}]},{"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json"],"id":"nls_digital_elevation_model_2m_at_paituli_l4142b_2025","type":"Feature","geometry":{"type":"Polygon","coordinates":[[[24.379619,60.482372],[24.488676,60.48447],[24.484506,60.53829],[24.375268,60.536187],[24.379619,60.482372]]]},"bbox":[24.375267883114972,60.48237162348561,24.488676215677536,60.53828986909845],"properties":{"datetime":"2025-03-09T01:02:37.000+00:00","gsd":2.0,"proj:epsg":3067,"proj:transform":[2,0,356000,0,-2,6714000,0,0,1]},"collection":"nls_digital_elevation_model_2m_at_paituli","assets":{"nls_digital_elevation_model_2m_at_paituli_tiff":{"href":"https://www.nic.funet.fi/index/geodata/mml/dem2m/2008_latest/L4/L41/L4142B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_paituli_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]},"nls_digital_elevation_model_2m_at_puhti_tiff":{"href":"/appl/data/geo/mml/dem2m/2008_latest/L4/L41/L4142B.tif","type":"image/tiff; + application=geotiff","title":"nls_digital_elevation_model_2m_at_puhti_tiff","gsd":2.0,"proj:shape":[3000,3000],"proj:transform":[2.0,0.0,356000.0,0.0,-2.0,6714000.0,0.0,0.0,1.0],"roles":["data"]}},"links":[{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli","rel":"collection","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1","rel":"root","type":"application/json"},{"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/collections/nls_digital_elevation_model_2m_at_paituli/items/nls_digital_elevation_model_2m_at_paituli_l4142b_2025","rel":"self","type":"application/geo+json"}]}],"numberMatched":389762,"numberReturned":100,"stac_version":"1.0.0","links":[{"type":"application/geo+json","rel":"self","method":"POST","merge":true,"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson"},{"type":"application/geo+json","rel":"next","method":"POST","body":{"startIndex":100,"limit":100},"merge":true,"href":"https://paituli.csc.fi/geoserver/ogc/stac/v1/search?f=application%2Fgeo%2Bjson"}]}' + headers: + API-Version: + - 1.0.0 + Access-Control-Allow-Headers: + - Origin, X-Requested-With, Content-Type, Accept, User-Agent, If-Modified-Since,Cache-Control, + Access-Control-Allow-Methods: + - GET, OPTIONS, POST + Access-Control-Allow-Origin: + - '*' + Connection: + - keep-alive + Content-Type: + - application/geo+json + Date: + - Wed, 14 May 2025 18:31:12 GMT + Server: + - nginx/1.24.0 + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - SAMEORIGIN + status: + code: 200 + message: '' +version: 1 diff --git a/tests/cassettes/test_client/test_recursion_on_fallback.yaml b/tests/cassettes/test_client/test_recursion_on_fallback.yaml new file mode 100644 index 00000000..4846f12c --- /dev/null +++ b/tests/cassettes/test_client/test_recursion_on_fallback.yaml @@ -0,0 +1,354 @@ +interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/catalog.json + response: + body: + string: "{\n \"type\": \"Catalog\",\n \"stac_version\": \"1.0.0\",\n \"stac_extensions\": + [],\n \"id\": \"landsat-stac-collection-catalog\",\n \"title\": \"STAC for + Landsat data\",\n \"description\": \"STAC for Landsat data\",\n \"links\": + [\n {\n \"href\": \"./catalog.json\",\n \"rel\": \"self\"\n },\n + \ {\n \"href\": \"./catalog.json\",\n \"rel\": \"root\"\n },\n + \ {\n \"href\": \"./landsat-8-l1/collection.json\",\n \"rel\": + \"child\"\n }\n ]\n}" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Origin: + - '*' + Cache-Control: + - max-age=300 + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Length: + - '209' + Content-Security-Policy: + - default-src 'none'; style-src 'unsafe-inline'; sandbox + Content-Type: + - text/plain; charset=utf-8 + Cross-Origin-Resource-Policy: + - cross-origin + Date: + - Wed, 14 May 2025 18:39:31 GMT + ETag: + - W/"4f517310845b65ca442e14b6613d76cdc06523f64710d84a6d49b93c49d0dca9" + Expires: + - Wed, 14 May 2025 18:44:31 GMT + Source-Age: + - '20' + Strict-Transport-Security: + - max-age=31536000 + Vary: + - Authorization,Accept-Encoding,Origin + Via: + - 1.1 varnish + X-Cache: + - HIT + X-Cache-Hits: + - '1' + X-Content-Type-Options: + - nosniff + X-Fastly-Request-ID: + - 1574df6f1dfc9a0d69c333b059e7a0720b0e8bae + X-Frame-Options: + - deny + X-GitHub-Request-Id: + - 7BD6:2F0C8A:A34E6:BE7FA:6824E1F9 + X-Served-By: + - cache-yyz4578-YYZ + X-Timer: + - S1747247971.197037,VS0,VE1 + X-XSS-Protection: + - 1; mode=block + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/landsat-8-l1/collection.json + response: + body: + string: "{\n \"type\": \"Collection\",\n \"stac_version\" : \"1.0.0\",\n \"stac_extensions\" + : [\n \"eo\",\n \"view\",\n \"https://example.com/stac/landsat-extension/1.0/schema.json\"\n + \ ],\n \"id\" : \"landsat-8-l1\",\n \"title\" : \"Landsat 8 L1\",\n \"description\" + : \"Landsat 8 imagery radiometrically calibrated and orthorectified using + ground points and Digital Elevation Model (DEM) data to correct relief displacement.\",\n + \ \"keywords\" : [\n \"landsat\",\n \"earth observation\",\n \"usgs\"\n + \ ],\n \"license\" : \"proprietary\",\n \"providers\" : [\n {\n \"name\" + : \"Development Seed\",\n \"roles\" : [\n \"processor\"\n ],\n + \ \"url\" : \"https://github.com/sat-utils/sat-api\"\n }\n ],\n \"extent\" + : {\n \"spatial\" : {\n \"bbox\" : [\n [\n -180.0,\n + \ -90.0,\n 180.0,\n 90.0\n ]\n ]\n },\n + \ \"temporal\" : {\n \"interval\" : [\n [\n \"2018-05-21T15:44:59Z\",\n + \ \"2018-07-08T15:45:34Z\"\n ]\n ]\n }\n },\n \"summaries\": + {},\n \"properties\" : {\n \"collection\" : \"landsat-8-l1\",\n \"instruments\" + : [\"OLI_TIRS\"],\n \"view:sun_azimuth\" : 149.01607154,\n \"eo:bands\" + : [\n {\n \"name\" : \"B1\",\n \"full_width_half_max\" + : 0.02,\n \"center_wavelength\" : 0.44,\n \"common_name\" : + \"coastal\"\n },\n {\n \"name\" : \"B2\",\n \"full_width_half_max\" + : 0.06,\n \"center_wavelength\" : 0.48,\n \"common_name\" : + \"blue\"\n },\n {\n \"name\" : \"B3\",\n \"full_width_half_max\" + : 0.06,\n \"center_wavelength\" : 0.56,\n \"common_name\" : + \"green\"\n },\n {\n \"name\" : \"B4\",\n \"full_width_half_max\" + : 0.04,\n \"center_wavelength\" : 0.65,\n \"common_name\" : + \"red\"\n },\n {\n \"name\" : \"B5\",\n \"full_width_half_max\" + : 0.03,\n \"center_wavelength\" : 0.86,\n \"common_name\" : + \"nir\"\n },\n {\n \"name\" : \"B6\",\n \"full_width_half_max\" + : 0.08,\n \"center_wavelength\" : 1.6,\n \"common_name\" : \"swir16\"\n + \ },\n {\n \"name\" : \"B7\",\n \"full_width_half_max\" + : 0.22,\n \"center_wavelength\" : 2.2,\n \"common_name\" : \"swir22\"\n + \ },\n {\n \"name\" : \"B8\",\n \"full_width_half_max\" + : 0.18,\n \"center_wavelength\" : 0.59,\n \"common_name\" : + \"pan\"\n },\n {\n \"name\" : \"B9\",\n \"full_width_half_max\" + : 0.02,\n \"center_wavelength\" : 1.37,\n \"common_name\" : + \"cirrus\"\n },\n {\n \"name\" : \"B10\",\n \"full_width_half_max\" + : 0.8,\n \"center_wavelength\" : 10.9,\n \"common_name\" : \"lwir11\"\n + \ },\n {\n \"name\" : \"B11\",\n \"full_width_half_max\" + : 1,\n \"center_wavelength\" : 12,\n \"common_name\" : \"lwir2\"\n + \ }\n ],\n \"view:off_nadir\" : 0,\n \"view:azimuth\" : 0,\n + \ \"platform\" : \"landsat-8\",\n \"gsd\" : 15,\n \"view:sun_elevation\" + : 59.214247\n },\n \"links\" : [\n {\n \"href\" : \"../catalog.json\",\n + \ \"rel\" : \"root\"\n },\n {\n \"href\" : \"../catalog.json\",\n + \ \"rel\" : \"parent\"\n },\n {\n \"href\" : \"./collection.json\",\n + \ \"rel\" : \"self\"\n },\n {\n \"href\" : \"./2018-06/LC80140332018166LGN00.json\",\n + \ \"rel\" : \"item\"\n },\n {\n \"href\" : \"./2018-05/LC80150322018141LGN00.json\",\n + \ \"rel\" : \"item\"\n },\n {\n \"href\" : \"./2018-07/LC80150332018189LGN00.json\",\n + \ \"rel\" : \"item\"\n },\n {\n \"href\" : \"./2018-06/LC80300332018166LGN00.json\",\n + \ \"rel\" : \"item\"\n }\n ]\n}\n" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Origin: + - '*' + Cache-Control: + - max-age=300 + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Length: + - '959' + Content-Security-Policy: + - default-src 'none'; style-src 'unsafe-inline'; sandbox + Content-Type: + - text/plain; charset=utf-8 + Cross-Origin-Resource-Policy: + - cross-origin + Date: + - Wed, 14 May 2025 18:39:31 GMT + ETag: + - W/"d7e83b66298977e660cd41eced9df63c47c5075485bc81bbb67f17a4df051e24" + Expires: + - Wed, 14 May 2025 18:44:31 GMT + Source-Age: + - '0' + Strict-Transport-Security: + - max-age=31536000 + Vary: + - Authorization,Accept-Encoding,Origin + Via: + - 1.1 varnish + X-Cache: + - HIT + X-Cache-Hits: + - '0' + X-Content-Type-Options: + - nosniff + X-Fastly-Request-ID: + - 58ff633159866722b9c8a93d30c64c996196d451 + X-Frame-Options: + - deny + X-GitHub-Request-Id: + - 9AAE:6E6C2:92E24:AE3C5:6824E20F + X-Served-By: + - cache-yyz4582-YYZ + X-Timer: + - S1747247971.221326,VS0,VE104 + X-XSS-Protection: + - 1; mode=block + status: + code: 200 + message: OK +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/landsat-8-l1/2018-06/LC80140332018166LGN00.json + response: + body: + string: "{\n \"type\": \"Feature\",\n \"id\": \"LC80140332018166LGN00\",\n + \ \"stac_version\" : \"1.0.0\",\n \"stac_extensions\" : [\n \"https://stac-extensions.github.io/eo/v1.1.0/schema.json\",\n + \ \"https://stac-extensions.github.io/view/v1.0.0/schema.json\",\n \"https://stac-extensions.github.io/projection/v1.1.0/schema.json\"\n + \ ],\n \"bbox\": [\n -76.66703,\n 37.82561,\n -73.94861,\n 39.95958\n + \ ],\n \"geometry\": {\n \"type\": \"Polygon\",\n \"coordinates\": + [\n [\n [\n -76.12180471942207,\n 39.95810181489563\n + \ ],\n [\n -73.94910518227414,\n 39.55117185146004\n + \ ],\n [\n -74.49564725552679,\n 37.826064511480496\n + \ ],\n [\n -76.66550404911956,\n 38.240699151776084\n + \ ],\n [\n -76.12180471942207,\n 39.95810181489563\n + \ ]\n ]\n ]\n },\n \"collection\": \"landsat-8-l1\",\n \"properties\": + {\n \"collection\": \"landsat-8-l1\",\n \"datetime\": \"2018-06-15T15:39:09Z\",\n + \ \"view:sun_azimuth\": 125.59055137,\n \"view:sun_elevation\": 66.54485226,\n + \ \"eo:cloud_cover\": 22,\n \"instruments\": [\"OLI_TIRS\"],\n \"view:off_nadir\": + 0,\n \"platform\": \"landsat-8\",\n \"gsd\": 30,\n \"proj:epsg\": + 32618,\n \"proj:transform\": [357585.0, 30.0, 0.0, 4423815.0, 0.0, -30.0],\n + \ \"proj:geometry\": {\n \"type\": \"Polygon\",\n \"coordinates\": + [\n [\n [357585.0, 4187685.0],\n [357585.0, 4423815.0],\n + \ [589815.0, 4423815.0],\n [589815.0, 4187685.0],\n [357585.0, + 4187685.0]\n ]\n ]\n },\n \"proj:shape\": [7741, 7871]\n + \ },\n \"assets\": {\n \"index\": {\n \"type\": \"text/html\",\n + \ \"title\": \"HTML index page\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/index.html\",\n + \ \"roles\": []\n },\n \"thumbnail\": {\n \"title\": \"Thumbnail + image\",\n \"type\": \"image/jpeg\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_thumb_large.jpg\",\n + \ \"roles\" : [\n \"thumbnail\"\n ]\n },\n \"B1\": {\n + \ \"type\": \"image/tiff\",\n \"title\": \"Band 1 (coastal)\",\n + \ \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B1.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B1\",\n \"full_width_half_max\" : 0.02,\n \"center_wavelength\" + : 0.44,\n \"common_name\" : \"coastal\"\n }\n ]\n },\n + \ \"B2\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 2 + (blue)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B2.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B2\",\n \"full_width_half_max\" : 0.06,\n \"center_wavelength\" + : 0.48,\n \"common_name\" : \"blue\"\n }\n ]\n },\n + \ \"B3\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 3 + (green)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B3.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B3\",\n \"full_width_half_max\" : 0.06,\n \"center_wavelength\" + : 0.56,\n \"common_name\" : \"green\"\n }\n ]\n },\n + \ \"B4\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 4 + (red)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B4.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B4\",\n \"full_width_half_max\" : 0.04,\n \"center_wavelength\" + : 0.65,\n \"common_name\" : \"red\"\n }\n ]\n },\n + \ \"B5\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 5 + (nir)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B5.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B5\",\n \"full_width_half_max\" : 0.03,\n \"center_wavelength\" + : 0.86,\n \"common_name\" : \"nir\"\n }\n ]\n },\n + \ \"B6\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 6 + (swir16)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B6.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B6\",\n \"full_width_half_max\" : 0.08,\n \"center_wavelength\" + : 1.6,\n \"common_name\" : \"swir16\"\n }\n ]\n },\n + \ \"B7\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 7 + (swir22)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B7.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B7\",\n \"full_width_half_max\" : 0.22,\n \"center_wavelength\" + : 2.2,\n \"common_name\" : \"swir22\"\n }\n ]\n },\n + \ \"B8\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 8 + (pan)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B8.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B8\",\n \"full_width_half_max\" : 0.18,\n \"center_wavelength\" + : 0.59,\n \"common_name\" : \"pan\"\n }\n ]\n },\n + \ \"B9\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 9 + (cirrus)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B9.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B9\",\n \"full_width_half_max\" : 0.02,\n \"center_wavelength\" + : 1.37,\n \"common_name\" : \"cirrus\"\n }\n ]\n },\n + \ \"B10\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 10 + (lwir)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B10.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B10\",\n \"full_width_half_max\" : 0.8,\n \"center_wavelength\" + : 10.9,\n \"common_name\" : \"lwir11\"\n }\n ]\n },\n + \ \"B11\": {\n \"type\": \"image/tiff\",\n \"title\": \"Band 11 + (lwir)\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_B11.TIF\",\n + \ \"roles\": [],\n \"eo:bands\": [\n {\n \"name\" + : \"B11\",\n \"full_width_half_max\" : 1,\n \"center_wavelength\" + : 12,\n \"common_name\" : \"lwir2\"\n }\n ]\n },\n + \ \"ANG\": {\n \"title\": \"Angle coefficients file\",\n \"type\": + \"text/plain\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_ANG.txt\",\n + \ \"roles\": []\n },\n \"MTL\": {\n \"title\": \"original metadata + file\",\n \"type\": \"text/plain\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_MTL.txt\",\n + \ \"roles\": []\n },\n \"BQA\": {\n \"title\": \"Band quality + data\",\n \"type\": \"image/tiff\",\n \"href\": \"https://s3-us-west-2.amazonaws.com/landsat-pds/c1/L8/014/033/LC08_L1TP_014033_20180615_20180703_01_T1/LC08_L1TP_014033_20180615_20180703_01_T1_BQA.TIF\",\n + \ \"roles\": []\n }\n },\n \"links\": [\n {\n \"rel\": \"self\",\n + \ \"href\": \"./LC80140332018166LGN00.json\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"../collection.json\"\n },\n {\n \"rel\": + \"collection\",\n \"href\": \"../collection.json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"../../catalog.json\"\n }\n ]\n}\n" + headers: + Accept-Ranges: + - bytes + Access-Control-Allow-Origin: + - '*' + Cache-Control: + - max-age=300 + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Length: + - '1382' + Content-Security-Policy: + - default-src 'none'; style-src 'unsafe-inline'; sandbox + Content-Type: + - text/plain; charset=utf-8 + Cross-Origin-Resource-Policy: + - cross-origin + Date: + - Wed, 14 May 2025 18:39:31 GMT + ETag: + - W/"4aeda1cb7469bd902a948455e21ccb8b8cec0e530c5f287fa31532aeba8a4b4c" + Expires: + - Wed, 14 May 2025 18:44:31 GMT + Source-Age: + - '0' + Strict-Transport-Security: + - max-age=31536000 + Vary: + - Authorization,Accept-Encoding,Origin + Via: + - 1.1 varnish + X-Cache: + - MISS + X-Cache-Hits: + - '0' + X-Content-Type-Options: + - nosniff + X-Fastly-Request-ID: + - 86ed8d84854badaf02d792dec66645396c536559 + X-Frame-Options: + - deny + X-GitHub-Request-Id: + - 2EED:3390FC:9572E:B5E8E:6824E362 + X-Served-By: + - cache-yyz4581-YYZ + X-Timer: + - S1747247971.353040,VS0,VE151 + X-XSS-Protection: + - 1; mode=block + status: + code: 200 + message: OK +version: 1 diff --git a/tests/test_client.py b/tests/test_client.py index c1851e26..9cd1ce82 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -738,19 +738,58 @@ def test_collections_are_clients() -> None: @pytest.mark.vcr -def test_get_items_without_ids() -> None: +def test_get_items_recursion_collections_required_without_ids() -> None: + """ + Make sure recursion using /search works when the server requires collections + when searching + """ client = Client.open( "https://planetarycomputer.microsoft.com/api/stac/v1/", ) next(client.get_items()) +@pytest.mark.vcr +def test_get_items_recursion_no_collections_without_ids() -> None: + """ + Make sure recursion using /search works when the server does not require collections + when searching + """ + client = Client.open( + "https://paituli.csc.fi/geoserver/ogc/stac/v1/", + ) + next(client.get_items()) + + +@pytest.mark.vcr +def test_get_items_non_recursion() -> None: + """Make sure that non-recursive search is used when using /search""" + client = Client.open( + "https://planetarycomputer.microsoft.com/api/stac/v1/", + ) + with pytest.raises(StopIteration): + next(client.get_items(recursive=False)) + + @pytest.mark.vcr def test_non_recursion_on_fallback() -> None: + """ + Make sure that non-recursive search using fallback only looks for + non-recursive items + """ + path = "https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/catalog.json" + catalog = Client.from_file(path) + with pytest.warns(FallbackToPystac), pytest.raises(StopIteration): + next(catalog.get_items(recursive=False)) + + +@pytest.mark.vcr +def test_recursion_on_fallback() -> None: + """Make sure that recursive search using fallback looks for recursive items""" path = "https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/catalog.json" catalog = Client.from_file(path) with pytest.warns(FallbackToPystac): - [i for i in catalog.get_items()] + next(catalog.get_items()) @pytest.mark.vcr From 92ba2c1718671ec86da9f774ba9223b3de993fb8 Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Wed, 14 May 2025 15:34:53 -0400 Subject: [PATCH 2/9] update Changelog --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 1f860329..7a748969 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -11,6 +11,7 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0. - Fix usage documentation of `ItemSearch` - Fix fields argument to CLI ([#797](https://github.com/stac-utils/pystac-client/pull/797)) +- Fix recursive search in `Client.get_items` ([#799](https://github.com/stac-utils/pystac-client/pull/799)) ## [v0.8.6] - 2025-02-11 From 00aff721373ac55ca5216ad2678edfff525b44fb Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Thu, 15 May 2025 13:44:39 -0400 Subject: [PATCH 3/9] fix mypy checks --- pystac_client/client.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/pystac_client/client.py b/pystac_client/client.py index 6d86de64..1878e8f6 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -463,8 +463,10 @@ def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: yield from search.items() return except APIError: - child_catalogs = [catalog for catalog, _, _ in self.walk()] - search = self.search(ids=ids, collections=[self, *child_catalogs]) + child_catalogs = [catalog.id for catalog, _, _ in self.walk()] + search = self.search( + ids=ids, collections=[self.id, *child_catalogs] + ) else: search = self.search(ids=ids, collections=[self.id]) yield from search.items() From 9f9c5f874737b725f0e14ce1bb570d1fadc37aab Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Thu, 15 May 2025 14:06:29 -0400 Subject: [PATCH 4/9] backwards compatible recursive check for None Co-authored-by: Julia Signell --- pystac_client/client.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pystac_client/client.py b/pystac_client/client.py index 1878e8f6..83e49d4d 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -457,7 +457,7 @@ def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: catalog. """ if self.conforms_to(ConformanceClasses.ITEM_SEARCH): - if recursive: + if recursive is not False: search = self.search(ids=ids) try: yield from search.items() From a7fce5be53c47a5338bf064762a1e8579626867c Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Thu, 15 May 2025 14:39:57 -0400 Subject: [PATCH 5/9] backwards compatible recursive check for None (2) Co-authored-by: Julia Signell --- pystac_client/client.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/pystac_client/client.py b/pystac_client/client.py index 83e49d4d..efca7aae 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -472,7 +472,9 @@ def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: yield from search.items() else: self._warn_about_fallback("ITEM_SEARCH") - for item in super().get_items(*ids, recursive=recursive): + for item in super().get_items( + *ids, recursive=recursive is None or recursive + ): call_modifier(self.modifier, item) yield item From 7c9e855f404a0c5dd67240d0106fc2557e05fb67 Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Thu, 15 May 2025 14:42:30 -0400 Subject: [PATCH 6/9] add comment about backwards compatibility --- pystac_client/client.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pystac_client/client.py b/pystac_client/client.py index efca7aae..0d2d634a 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -457,6 +457,8 @@ def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: catalog. """ if self.conforms_to(ConformanceClasses.ITEM_SEARCH): + # Previously, recursive=None was treated the same as recursive=True. + # This if statement maintains this behaviour for backwards compatibility. if recursive is not False: search = self.search(ids=ids) try: From 967eb791d4847cd639d8d5dbca271a851102f927 Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Tue, 20 May 2025 14:23:07 -0400 Subject: [PATCH 7/9] do not support planetary computer --- pystac_client/client.py | 8 - ...sion_collections_required_without_ids.yaml | 27574 +--------------- tests/test_client.py | 3 +- 3 files changed, 259 insertions(+), 27326 deletions(-) diff --git a/pystac_client/client.py b/pystac_client/client.py index 0d2d634a..1665baac 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -461,14 +461,6 @@ def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: # This if statement maintains this behaviour for backwards compatibility. if recursive is not False: search = self.search(ids=ids) - try: - yield from search.items() - return - except APIError: - child_catalogs = [catalog.id for catalog, _, _ in self.walk()] - search = self.search( - ids=ids, collections=[self.id, *child_catalogs] - ) else: search = self.search(ids=ids, collections=[self.id]) yield from search.items() diff --git a/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml index c38cbb14..2e151d92 100644 --- a/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml +++ b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml @@ -11,171 +11,38 @@ interactions: User-Agent: - python-requests/2.32.3 method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/ + uri: https://earth-search.aws.element84.com/v0 response: body: - string: '{"type":"Catalog","id":"microsoft-pc","title":"Microsoft Planetary - Computer STAC API","description":"Searchable spatiotemporal metadata describing - Earth science datasets hosted by the Microsoft Planetary Computer","stac_version":"1.0.0","conformsTo":["http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson","https://api.stacspec.org/v1.0.0/item-search#fields","https://api.stacspec.org/v1.0.0-rc.2/item-search#filter","https://api.stacspec.org/v1.0.0/item-search#sort","https://api.stacspec.org/v1.0.0/item-search","http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2","http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core","https://api.stacspec.org/v1.0.0/collections","https://api.stacspec.org/v1.0.0/ogcapi-features","https://api.stacspec.org/v1.0.0/item-search#query","http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/filter","http://www.opengis.net/spec/cql2/1.0/conf/cql2-json","https://api.stacspec.org/v1.0.0/core","http://www.opengis.net/spec/cql2/1.0/conf/cql2-text"],"links":[{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"data","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections"},{"rel":"conformance","type":"application/json","title":"STAC/OGC - conformance classes implemented by this server","href":"https://planetarycomputer.microsoft.com/api/stac/v1/conformance"},{"rel":"search","type":"application/geo+json","title":"STAC - search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"GET"},{"rel":"search","type":"application/geo+json","title":"STAC - search","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","method":"POST"},{"rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/queryables","method":"GET"},{"rel":"child","type":"application/json","title":"Daymet - Annual Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr"},{"rel":"child","type":"application/json","title":"Daymet - Daily Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Seamless DEMs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Digital Surface Model","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm"},{"rel":"child","type":"application/json","title":"Forest - Inventory and Analysis","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia"},{"rel":"child","type":"application/json","title":"Sentinel - 1 Radiometrically Terrain Corrected (RTC)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc"},{"rel":"child","type":"application/json","title":"gridMET","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet"},{"rel":"child","type":"application/json","title":"Daymet - Annual North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na"},{"rel":"child","type":"application/json","title":"Daymet - Monthly North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na"},{"rel":"child","type":"application/json","title":"Daymet - Annual Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi"},{"rel":"child","type":"application/json","title":"Daymet - Monthly Hawaii","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi"},{"rel":"child","type":"application/json","title":"Daymet - Monthly Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr"},{"rel":"child","type":"application/json","title":"gNATSGO - Soil Database - Tables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables"},{"rel":"child","type":"application/json","title":"HGB: - Harmonized Global Biomass for 2010","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb"},{"rel":"child","type":"application/json","title":"Copernicus - DEM GLO-30","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30"},{"rel":"child","type":"application/json","title":"Copernicus - DEM GLO-90","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"child","type":"application/json","title":"TerraClimate","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"child","type":"application/json","title":"Earth - Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"child","type":"application/json","title":"GPM - IMERG","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr"},{"rel":"child","type":"application/json","title":"gNATSGO - Soil Database - Rasters","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Height above Ground","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag"},{"rel":"child","type":"application/json","title":"10m - Annual Land Use Land Cover (9-class) V2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02"},{"rel":"child","type":"application/json","title":"GOES-R - Cloud & Moisture Imagery","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi"},{"rel":"child","type":"application/json","title":"CONUS404","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Intensity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Point Source","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid"},{"rel":"child","type":"application/json","title":"MTBS: - Monitoring Trends in Burn Severity","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs"},{"rel":"child","type":"application/json","title":"C-CAP - Regional Land Cover and Change","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Point Cloud","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc"},{"rel":"child","type":"application/json","title":"MODIS - Burned Area Monthly","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061"},{"rel":"child","type":"application/json","title":"ALOS - Forest/Non-Forest Annual Mosaic","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Returns","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns"},{"rel":"child","type":"application/json","title":"MoBI: - Map of Biodiversity Importance","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi"},{"rel":"child","type":"application/json","title":"Landsat - Collection 2 Level-2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2"},{"rel":"child","type":"application/json","title":"ERA5 - - PDS","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds"},{"rel":"child","type":"application/json","title":"Chloris - Biomass","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass"},{"rel":"child","type":"application/json","title":"HydroForecast - - Kwando & Upper Zambezi Rivers","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast"},{"rel":"child","type":"application/json","title":"Planet-NICFI - Basemaps (Analytic)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic"},{"rel":"child","type":"application/json","title":"MODIS - Gross Primary Productivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061"},{"rel":"child","type":"application/json","title":"MODIS - Land Surface Temperature/Emissivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061"},{"rel":"child","type":"application/json","title":"Daymet - Daily Puerto Rico","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Digital Terrain Model (Native)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Classification","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification"},{"rel":"child","type":"application/json","title":"USGS - 3DEP Lidar Digital Terrain Model","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm"},{"rel":"child","type":"application/json","title":"USGS - Gap Land Cover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap"},{"rel":"child","type":"application/json","title":"MODIS - Gross Primary Productivity 8-Day Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061"},{"rel":"child","type":"application/json","title":"Planet-NICFI - Basemaps (Visual)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual"},{"rel":"child","type":"application/json","title":"Global - Biodiversity Information Facility (GBIF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif"},{"rel":"child","type":"application/json","title":"MODIS - Net Primary Production Yearly Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061"},{"rel":"child","type":"application/json","title":"MODIS - Surface Reflectance 8-Day (500m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061"},{"rel":"child","type":"application/json","title":"ALOS - World 3D-30m","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem"},{"rel":"child","type":"application/json","title":"ALOS - PALSAR Annual Mosaic","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic"},{"rel":"child","type":"application/json","title":"Deltares - Global Water Availability","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability"},{"rel":"child","type":"application/json","title":"MODIS - Net Evapotranspiration Yearly Gap-Filled","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061"},{"rel":"child","type":"application/json","title":"MODIS - Land Surface Temperature/3-Band Emissivity 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061"},{"rel":"child","type":"application/json","title":"US - Census","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census"},{"rel":"child","type":"application/json","title":"JRC - Global Surface Water","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw"},{"rel":"child","type":"application/json","title":"Deltares - Global Flood Maps","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods"},{"rel":"child","type":"application/json","title":"MODIS - Nadir BRDF-Adjusted Reflectance (NBAR) Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061"},{"rel":"child","type":"application/json","title":"MODIS - Surface Reflectance 8-Day (250m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061"},{"rel":"child","type":"application/json","title":"MODIS - Thermal Anomalies/Fire Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061"},{"rel":"child","type":"application/json","title":"HREA: - High Resolution Electricity Access","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea"},{"rel":"child","type":"application/json","title":"MODIS - Vegetation Indices 16-Day (250m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061"},{"rel":"child","type":"application/json","title":"MODIS - Thermal Anomalies/Fire 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061"},{"rel":"child","type":"application/json","title":"Sentinel-2 - Level-2A","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a"},{"rel":"child","type":"application/json","title":"MODIS - Leaf Area Index/FPAR 8-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061"},{"rel":"child","type":"application/json","title":"MODIS - Land Surface Temperature/Emissivity Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061"},{"rel":"child","type":"application/json","title":"MODIS - Leaf Area Index/FPAR 4-Day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061"},{"rel":"child","type":"application/json","title":"MODIS - Vegetation Indices 16-Day (500m)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061"},{"rel":"child","type":"application/json","title":"Daymet - Daily North America","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na"},{"rel":"child","type":"application/json","title":"Land - Cover of Canada","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover"},{"rel":"child","type":"application/json","title":"MODIS - Snow Cover 8-day","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061"},{"rel":"child","type":"application/json","title":"ECMWF - Open Data (real-time)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast"},{"rel":"child","type":"application/json","title":"NOAA - MRMS QPE 24-Hour Pass 2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2"},{"rel":"child","type":"application/json","title":"Sentinel - 1 Level-1 Ground Range Detected (GRD)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd"},{"rel":"child","type":"application/json","title":"NASADEM - HGT v001","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem"},{"rel":"child","type":"application/json","title":"Esri - 10-Meter Land Cover (10-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc"},{"rel":"child","type":"application/json","title":"Landsat - Collection 2 Level-1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1"},{"rel":"child","type":"application/json","title":"Denver - Regional Council of Governments Land Use Land Cover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc"},{"rel":"child","type":"application/json","title":"Chesapeake - Land Cover (7-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7"},{"rel":"child","type":"application/json","title":"Chesapeake - Land Cover (13-class)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13"},{"rel":"child","type":"application/json","title":"Chesapeake - Land Use","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu"},{"rel":"child","type":"application/json","title":"NOAA - MRMS QPE 1-Hour Pass 1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1"},{"rel":"child","type":"application/json","title":"NOAA - MRMS QPE 1-Hour Pass 2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2"},{"rel":"child","type":"application/json","title":"Monthly - NOAA U.S. Climate Gridded Dataset (NClimGrid)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"child","type":"application/json","title":"USDA - Cropland Data Layers (CDLs)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl"},{"rel":"child","type":"application/json","title":"Urban - Innovation Eclipse Sensor Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse"},{"rel":"child","type":"application/json","title":"ESA - Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"child","type":"application/json","title":"ESA - Climate Change Initiative Land Cover Maps (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf"},{"rel":"child","type":"application/json","title":"FWS - National Wetlands Inventory","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi"},{"rel":"child","type":"application/json","title":"USGS - LCMAP CONUS Collection 1.3","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13"},{"rel":"child","type":"application/json","title":"USGS - LCMAP Hawaii Collection 1.0","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10"},{"rel":"child","type":"application/json","title":"NOAA - US Tabular Climate Normals","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular"},{"rel":"child","type":"application/json","title":"NOAA - US Gridded Climate Normals (NetCDF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf"},{"rel":"child","type":"application/json","title":"GOES-R - Lightning Detection","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"child","type":"application/json","title":"NOAA - US Gridded Climate Normals (Cloud-Optimized GeoTIFF)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded"},{"rel":"child","type":"application/json","title":"ASTER - L1T","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t"},{"rel":"child","type":"application/json","title":"CIL - Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa"},{"rel":"child","type":"application/json","title":"NAIP: - National Agriculture Imagery Program","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip"},{"rel":"child","type":"application/json","title":"10m - Annual Land Use Land Cover (9-class) V1","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class"},{"rel":"child","type":"application/json","title":"Biodiversity - Intactness","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity"},{"rel":"child","type":"application/json","title":"Sea - Surface Temperature - WHOI CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi"},{"rel":"child","type":"application/json","title":"Global - Ocean Heat Content CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content"},{"rel":"child","type":"application/json","title":"CIL - Global Downscaled Projections for Climate Impacts Research (CC0-1.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0"},{"rel":"child","type":"application/json","title":"CIL - Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by"},{"rel":"child","type":"application/json","title":"Sea - Surface Temperature - WHOI CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf"},{"rel":"child","type":"application/json","title":"Sea - Surface Temperature - Optimum Interpolation CDR","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation"},{"rel":"child","type":"application/json","title":"MODIS - Snow Cover Daily","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061"},{"rel":"child","type":"application/json","title":"Sentinel-5P - Level-2","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Water (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Global - Ocean Heat Content CDR NetCDFs","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Global Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Land (Full Resolution)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Land Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Land Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Sea Surface Temperature","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Ocean Radar Altimetry","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"child","type":"application/json","title":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30"},{"rel":"child","type":"application/json","title":"Microsoft - Building Footprints","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Fire Radiative Power","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Land Surface Reflectance and Aerosol","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - Top of Atmosphere Reflectance (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf"},{"rel":"child","type":"application/json","title":"Sentinel-3 - 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf"},{"rel":"child","type":"application/json","title":"ESA - WorldCover","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover"},{"rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","title":"OpenAPI - service description","href":"https://planetarycomputer.microsoft.com/api/stac/v1/openapi.json"},{"rel":"service-doc","type":"text/html","title":"OpenAPI - service documentation","href":"https://planetarycomputer.microsoft.com/api/stac/v1/docs"}],"stac_extensions":[]}' + string: '{"stac_version":"1.0.0-beta.2","stac_api_version":"0.9.0","id":"earth-search","title":"Earth + Search","description":"A STAC API of AWS Public Datasets powered by stac-server","links":[{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l1c"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/landsat-8-l1-c1"},{"rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","href":"https://earth-search.aws.element84.com/v0/api"},{"rel":"conformance","type":"application/json","href":"https://earth-search.aws.element84.com/v0/conformance"},{"rel":"children","type":"application/json","href":"https://earth-search.aws.element84.com/v0/collections"},{"rel":"self","type":"application/json","href":"https://earth-search.aws.element84.com/v0/"},{"rel":"search","type":"application/json","href":"https://earth-search.aws.element84.com/v0/search"},{"rel":"docs","href":"https://stac-utils.github.io/stac-server/"}]}' headers: - Accept-Ranges: - - bytes Access-Control-Allow-Credentials: - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS Access-Control-Allow-Origin: - '*' - Access-Control-Max-Age: - - '1728000' Connection: - keep-alive Content-Length: - - '3360' + - '1180' Content-Type: - application/json Date: - - Wed, 14 May 2025 18:17:40 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains + - Tue, 20 May 2025 18:20:37 GMT + Via: + - 1.1 27b17699925096cc4791dc388c9d01d8.cloudfront.net (CloudFront) + X-Amz-Cf-Id: + - CeK6wmUix4qV2yQ3x4KS3tbOQsjLgL8mpOSRNERLXV8-AzfaOX90Ew== + X-Amz-Cf-Pop: + - YUL62-P1 + X-Amzn-Trace-Id: + - Root=1-682cc7f5-6079eeb450b5cc683531f585;Parent=28250622740df50a;Sampled=0;Lineage=1:308471e4:0 X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181739Z-r15d8f49c9b8x526hC1YTOx9c00000000aug000000003cd6 + - Miss from cloudfront + x-amz-apigw-id: + - K4QudH9KvHcEkPg= + x-amzn-RequestId: + - b74a2b32-d516-4b92-ac50-b2f7b11bc70d status: code: 200 message: OK @@ -195,27172 +62,245 @@ interactions: User-Agent: - python-requests/2.32.3 method: POST - uri: https://planetarycomputer.microsoft.com/api/stac/v1/search - response: - body: - string: collection is required - headers: - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '22' - Content-Type: - - text/plain; charset=utf-8 - Date: - - Wed, 14 May 2025 18:17:40 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - x-azure-ref: - - 20250514T181740Z-r15d8f49c9b7zs9thC1YTOzh1n0000000aug000000002f1m - status: - code: 422 - message: Unprocessable Entity -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr - response: - body: - string: '{"id":"daymet-annual-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-pr","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Annual Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - annual Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual - Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the annual Puerto Rico Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual - Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the annual - Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","Puerto - Rico","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL - DAAC","roles":["producer"]}],"description":"Annual climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). - \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, - S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km - Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual - average snow water equivalent","cell_methods":"area: mean time: sum within - days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual - average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"annual average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,231,364],"chunks":[1,231,364],"dimensions":["time","y","x"],"description":"annual - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days - since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["annual","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual - climate summaries on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2763' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:40 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181740Z-r15d8f49c9bm4cvkhC1YTOeaw80000000ad0000000001cn1 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi - response: - body: - string: '{"id":"daymet-daily-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-hi","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Daily Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - daily Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily - Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob - File System of the daily Hawaii Daymet Zarr Group on Azure Blob Storage for - use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily - Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the daily Hawaii - Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor - Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL - DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather - parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include - the following parameters: minimum temperature, maximum temperature, precipitation, - shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, - M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet - Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, - Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily - average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily - average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow - water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"snow - water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: - mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily - total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily - total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight - average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daylight - average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: - mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily - maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"daily minimum temperature","cell_methods":"area: mean time: - minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,584,284],"chunks":[365,584,284],"dimensions":["time","y","x"],"description":"daily - minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"day of - year (DOY) starting with day 1 on January 1st"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"day - of year (DOY) starting with day 1 on January 1st"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["daily","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily - surface weather data on a 1-km grid for Hawaii","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2820' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:41 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181740Z-r15d8f49c9bhbxpnhC1YTObr5c0000000370000000000c04 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless - response: - body: - string: '{"id":"3dep-seamless","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-seamless"},{"rel":"license","href":"https://www.usgs.gov/faqs/what-are-terms-uselicensing-map-services-and-data-national-map?qt-news_science_products=0#qt-news_science_products","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-seamless","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Seamless DEMs","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/threedep.png","type":"image/png","roles":["thumbnail"],"title":"USGS - 3DEP"},"geoparquet-items":{"href":"abfs://items/3dep-seamless.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-174.001666666983,-15.00166666667,164.0016666666,84.00166666666]]},"temporal":{"interval":[["1925-01-01T00:00:00Z","2020-05-06T00:00:00Z"]]}},"license":"PDDL-1.0","keywords":["USGS","3DEP","NED","Elevation","DEM"],"providers":[{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[10,30]},"description":"U.S.-wide - digital elevation data at horizontal resolutions ranging from one to sixty - meters.\n\nThe [USGS 3D Elevation Program (3DEP) Datasets](https://www.usgs.gov/core-science-systems/ngp/3dep) - from the [National Map](https://www.usgs.gov/core-science-systems/national-geospatial-program/national-map) - are the primary elevation data product produced and distributed by the USGS. - The 3DEP program provides raster elevation data for the conterminous United - States, Alaska, Hawaii, and the island territories, at a variety of spatial - resolutions. The seamless DEM layers produced by the 3DEP program are updated - frequently to integrate newly available, improved elevation source data. \n\nDEM - layers are available nationally at grid spacings of 1 arc-second (approximately - 30 meters) for the conterminous United States, and at approximately 1, 3, - and 9 meters for parts of the United States. Most seamless DEM data for Alaska - is available at a resolution of approximately 60 meters, where only lower - resolution source data exist.\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"]},"gpkg":{"type":"application/geopackage+sqlite3","roles":["metadata"]},"metadata":{"type":"application/xml","roles":["metadata"]},"thumbnail":{"type":"image/jpeg","roles":["thumbnail"]}},"stac_version":"1.0.0","msft:container":"3dep","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"U.S.-wide - digital elevation data at horizontal resolutions ranging from one to sixty - meters","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1451' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:41 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181741Z-174fc647fd5k9jvvhC1YTOwk640000000b8g000000002hpu - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm - response: - body: - string: '{"id":"3dep-lidar-dsm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dsm"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dsm","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Digital Surface Model","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dsm-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-dsm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DSM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It creates a Digital Surface Model (DSM) using [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to output a collection of Cloud Optimized GeoTIFFs, removing all points that - have been classified as noise.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"COG data","raster:bands":[{"type":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Z - PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Digital Surface Model (DSM) Cloud Optimized Geotiffs - (COGs).","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1361' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:42 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181741Z-r159ff9f48bbxz4mhC1YTOmd4g000000035000000000dgn0 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia - response: - body: - string: '{"id":"fia","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fia"},{"rel":"license","href":"https://www.fs.usda.gov/rds/archive/datauseinfo/open","type":"text/html","title":"USDA - Open Access Data Use Agreement"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/fia","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Forest - Inventory and Analysis","assets":{"guide":{"href":"https://www.fia.fs.fed.us/library/database-documentation/current/ver80/FIADB%20User%20Guide%20P2_8-0.pdf","type":"application/pdf","roles":["metadata"],"title":"Database - Description and User Guide"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fia.png","type":"image/gif","title":"Forest - Inventory and Analysis"},"geoparquet-items":{"href":"abfs://items/fia.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[138.06,0.92,163.05,9.78],[165.28,4.57,172.03,14.61],[131.13,2.95,134.73,8.1],[-124.763068,24.523096,-66.949895,49.384358],[-179.148909,51.214183,-129.974167,71.365162],[172.461667,51.357688,179.77847,53.01075],[-178.334698,18.910361,-154.806773,28.402123],[144.618068,13.234189,144.956712,13.654383],[-67.945404,17.88328,-65.220703,18.515683],[144.886331,14.110472,146.064818,20.553802],[-65.085452,17.673976,-64.564907,18.412655],[-171.089874,-14.548699,-168.1433,-11.046934],[-178.334698,18.910361,-154.806773,28.402123]]},"temporal":{"interval":[["2020-06-01T00:00:00Z",null]]}},"license":"CC0-1.0","keywords":["Forest","Species","Carbon","Biomass","USDA","Forest - Service"],"providers":[{"url":"https://www.fia.fs.fed.us/","name":"Forest - Inventory & Analysis","roles":["producer","licensor"]},{"url":"https://carbonplan.org/","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"Status - and trends on U.S. forest location, health, growth, mortality, and production, - from the U.S. Forest Service''s [Forest Inventory and Analysis](https://www.fia.fs.fed.us/) - (FIA) program.\n\nThe Forest Inventory and Analysis (FIA) dataset is a nationwide - survey of the forest assets of the United States. The FIA research program - has been in existence since 1928. FIA''s primary objective is to determine - the extent, condition, volume, growth, and use of trees on the nation''s forest - land.\n\nDomain: continental U.S., 1928-2018\n\nResolution: plot-level (irregular - polygon)\n\nThis dataset was curated and brought to Azure by [CarbonPlan](https://carbonplan.org/).\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset - root","table:storage_options":{"account_name":"cpdataeuwest"}}},"stac_version":"1.0.0","table:tables":[{"name":"Survey - Table","description":"Survey table. This table contains one record for each - year an inventory is conducted in a State for annual inventory or one record - for each periodic inventory.

* SURVEY.CN = PLOT.SRV_CN links the unique - inventory record for a State and year to the plot records.","msft:item_name":"survey"},{"name":"County - Table","description":"County table. This table contains survey unit codes - and is also a reference table for the county codes and names.

* COUNTY.CN - = PLOT.CTY_CN links the unique county record to the plot record.","msft:item_name":"county"},{"name":"Plot - Table","description":"Plot table. This table provides information relevant - to the entire 1-acre field plot. This table links to most other tables, and - the linkage is made using PLOT.CN = TABLE_NAME.PLT_CN (TABLE_NAME is the name - of any table containing the column name PLT_CN). Below are some examples of - linking PLOT to other tables.

* PLOT.CN = COND.PLT_CN links the unique - plot record to the condition class record(s).

* PLOT.CN = SUBPLOT.PLT_CN - links the unique plot record to the subplot records.

* PLOT.CN = TREE.PLT_CN - links the unique plot record to the tree records.

* PLOT.CN = SEEDLING.PLT_CN - links the unique plot record to the seedling records.","msft:item_name":"plot"},{"name":"Condition - Table","description":"Condition table. This table provides information on - the discrete combination of landscape attributes that define the condition - (a condition will have the same land class, reserved status, owner group, - forest type, stand-size class, regeneration status, and stand density).

* - PLOT.CN = COND.PLT_CN links the condition class record(s) to the plot table. -

* COND.PLT_CN = SITETREE.PLT_CN and COND.CONDID = SITETREE.CONDID - links the condition class record to the site tree data.

* COND.PLT_CN - = TREE.PLT_CN and COND.CONDID = TREE.CONDID links the condition class record - to the tree data.","msft:item_name":"cond"},{"name":"Subplot Table","description":"Subplot - table. This table describes the features of a single subplot. There are multiple - subplots per 1-acre field plot and there can be multiple conditions sampled - on each subplot.

* PLOT.CN = SUBPLOT.PLT_CN links the unique plot - record to the subplot records.

* SUBPLOT.PLT_CN = COND.PLT_CN and - SUBPLOT.MACRCOND = COND.CONDID links the macroplot conditions to the condition - class record.

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.SUBPCOND - = COND.CONDID links the subplot conditions to the condition class record. -

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.MICRCOND = COND.CONDID - links the microplot conditions to the condition class record.","msft:item_name":"subplot"},{"name":"Subplot - Condition Table","description":"Subplot condition table. This table contains - information about the proportion of a subplot in a condition.

* PLOT.CN - = SUBP_COND.PLT_CN links the subplot condition class record to the plot table. -

* SUBP_COND.PLT_CN = COND.PLT_CN and SUBP_COND.CONDID = COND.CONDID - links the condition class records found on the four subplots to the subplot - description.","msft:item_name":"subp_cond"},{"name":"boundary","description":"Boundary - table. This table provides a description of the demarcation line between two - conditions that occur on a single subplot","msft:item_name":"boundary"},{"name":"Subplot - Condition Change Matrix","description":"Subplot condition change matrix table. - This table contains information about the mix of current and previous conditions - that occupy the same area on the subplot.

* PLOT.CN = SUBP_COND_CHNG_MTRX.PLT_CN - links the subplot condition change matrix records to the unique plot record. -

* PLOT.PREV_PLT_CN = SUBP_COND_CHNG_MTRX.PREV_PLT_CN links the subplot - condition change matrix records to the unique previous plot record.","msft:item_name":"subp_cond_chng_mtrx"},{"name":"Tree - Table","description":"Tree table. This table provides information for each - tree 1 inch in diameter and larger found on a microplot, subplot, or core - optional macroplot.

* PLOT.CN = TREE.PLT_CN links the tree records - to the unique plot record.

* COND.PLT_CN = TREE.PLT_CN and COND.CONDID - = TREE.CONDID links the tree records to the unique condition record.","msft:item_name":"tree"},{"name":"Tree - Woodland Stems Table","description":"Tree woodland stems table. This table - stores data for the individual stems of a woodland species tree. Individual - woodland stem diameter measurements contribute to the calculation of the diameter - stored on the parent TREE table record.

* TREE.CN = TREE_WOODLAND_STEMS.TRE_CN - links a woodland stems record to the corresponding unique tree record.","msft:item_name":"tree_woodland_stems"},{"name":"Tree - Regional Biomass Table","description":"Tree regional biomass table. This table - contains biomass estimates computed using equations and methodology that varies - by FIA work unit. This table retains valuable information for generating biomass - estimates that match earlier published reports.

* TREE.CN = TREE_REGIONAL_BIOMASS.TRE_CN - links a tree regional biomass record to the corresponding unique tree.","msft:item_name":"tree_regional_biomass"},{"name":"Tree - Net Growth, Removal, and Mortality Component Table","description":"Tree net - growth, removal, and mortality component table. This table stores information - used to compute net growth, removals, and mortality estimates for remeasurement - trees. Each remeasurement tree has a single record in this table.

* - TREE_GRM_COMPONENT.TRE_CN = TREE.TRE_CN links the records in this table to - the corresponding tree record in the TREE table.","msft:item_name":"tree_grm_component"},{"name":"Tree - Net Growth, Removal, and Mortality Midpoint Table","description":"Tree net - growth, removal, and mortality midpoint table. This table contains information - about a remeasured tree at the midpoint of the remeasurement period. It does - not contain a record for every tree. Midpoint estimates are computed for trees - that experience mortality, removal, or land use diversion or reversion. The - information in this table is used to compute net growth, removal, and mortality - estimates on remeasurement trees.

* TREE_GRM_MIDPT.TRE_CN = TREE.TRE_CN - links the records in this table to the corresponding tree record in the TREE - table.","msft:item_name":"tree_grm_midpt"},{"name":"Tree Net Growth, Removal, - and Mortality Begin Table","description":"Tree net growth, removal, and mortality - begin table. This table contains information for remeasured trees where values - have been calculated for the beginning of the remeasurement period. Only those - trees where information was recalculated for time 1 (T1) are included. The - information in this table is used to produce net growth, removal and mortality - estimates on remeasured trees.

* TREE_GRM_BEGIN.TRE_CN = TREE.TRE_CN - links the records in this table to the corresponding tree record in the TREE - table.","msft:item_name":"tree_grm_begin"},{"name":"Tree Net Growth, Removal, - and Mortality Estimation Table","description":"Tree net growth, removal, and - mortality estimation table. This table contains information used to produce - estimates of growth, removals and mortality.

* PLOT.CN = TREE_GRM_ESTN.PLT_CN - links the tree GRM estimation records to the unique plot record.

* - TREE.CN = TREE_GRM_ESTN.TRE_CN links the tree GRM estimation records to the - unique tree record.","msft:item_name":"tree_grm_estn"},{"name":"Seedling Table","description":"Seedling - table. This table provides a count of the number of live trees of a species - found on a microplot that are less than 1 inch in diameter but at least 6 - inches in length for conifer species or at least 12 inches in length for hardwood - species.

* PLOT.CN = SEEDLING.PLT_CN links the seedling records to - the unique plot record.

* COND.PLT_CN = SEEDLING.PLT_CN and COND.CONDID - = SEEDLING.CONDID links the condition record to the seedling record.","msft:item_name":"seedling"},{"name":"Site - Tree Table","description":"Site tree table. This table provides information - on the site tree(s) collected in order to calculate site index and/or site - productivity information for a condition.

* PLOT.CN = SITETREE.PLT_CN - links the site tree records to the unique plot record.

* SITETREE.PLT_CN - = COND.PLT_CN and SITETREE.CONDID = COND.CONDID links the site tree record(s) - to the unique condition class record.","msft:item_name":"sitetree"},{"name":"Invasive - Subplot Species Table","description":"Invasive subplot species table. This - table provides percent cover data of invasive species identified on the subplot. -

* PLOT.CN = INVASIVE_SUBPLOT_SPP.PLT_CN links the invasive subplot - species record(s) to the unique plot record.

* SUBP_COND.PLT_CN = - INVASIVE_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = INVASIVE_SUBPLOT_SPP.CONDID - and SUBP_COND.SUBP = INVASIVE_SUBPLOT_SPP.SUBP links the invasive subplot - species record(s) to the unique subplot condition record.

* INVASIVE_SUBPLOT_SPP.VEG_SPCD - = REF_PLANT_DICTIONARY.SYMBOL links the invasive vegetation subplot NRCS species - code to the plant dictionary reference species code.","msft:item_name":"invasive_subplot_spp"},{"name":"Phase - 2 Vegetation Subplot Species Table","description":"Phase 2 Vegetation subplot - species table. This table provides percent cover data of vegetation species - identified on the subplot.

* PLOT.CN = P2VEG_SUBPLOT_SPP.PLT_CN links - the vegetation subplot species record(s) to the unique plot record.

* - SUBP_COND.PLT_CN = P2VEG_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = P2VEG_SUBPLOT_SPP.CONDID - and SUBP_COND.SUBP = P2VEG_SUBPLOT_SPP.SUBP links the vegetation subplot species - record(s) to the unique subplot condition record.

* P2VEG_SUBPLOT_SPP.VEG_SPCD - = REF_PLANT_DICTIONARY.SYMBOL links the P2 vegetation subplot NRCS species - code to the plant dictionary reference species code.","msft:item_name":"p2veg_subplot_spp"},{"name":"Phase - 2 Vegetation Subplot Structure Table","description":"Phase 2 Vegetation subplot - structure table. This table provides percent cover by layer by growth habit. -

* PLOT.CN = P2VEG_SUBP_STRUCTURE. PLT_CN links the subplot structure - record(s) to the unique plot record.

* SUBP_COND.PLT_CN = P2VEG_SUBP_STRUCTURE.PLT_CN - and SUBP_COND.CONDID = P2VEG_SUBP_STRUCTURE.CONDID and SUBP_COND.SUBP = P2VEG_SUBP_STRUCTURE.SUBP - links the vegetation subplot structure record(s) to the unique subplot condition - record.","msft:item_name":"p2veg_subp_structure"},{"name":"Down Woody Material - Visit Table","description":"Down woody material visit table. This table provides - general information on down woody material indicator visit, such as the date - of the DWM survey.

* PLOT.CN = DWM_VISIT.PLT_CN links the down woody - material indicator visit record to the unique plot record.","msft:item_name":"dwm_visit"},{"name":"Down - Woody Material Coarse Woody Debris Table","description":"Down woody material - coarse woody debris table. This table provides information for each piece - of coarse woody debris measured along the transects.

* PLOT.CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN - links the down woody material coarse woody debris records to the unique plot - record.

* COND.PLT_CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN and COND.CONDID= - DWM_COARSE_WOODY_DEBRIS.CONDID links the coarse woody debris records to the - unique condition record.","msft:item_name":"dwm_coarse_woody_debris"},{"name":"Down - Woody Material Duff, Litter, Fuel Table","description":"Down woody material - duff, litter, fuel table. This table provides information on the duff, litter, - fuelbed depths measured at a point on the transects.

* PLOT.CN = DWM_DUFF_LITTER_FUEL.PLT_CN - links the duff, litter, fuelbed records to the unique plot record.

* - COND.PLT_CN = DWM_DUFF_LITTER_FUEL.PLT_CN and COND.CONDID= DWM_DUFF_LITTER_FUEL.CONDID - links the duff, litter, fuel records to the unique condition record.","msft:item_name":"dwm_duff_litter_fuel"},{"name":"Down - Woody Material Fine Woody Debris Table","description":"Down woody material - fine woody debris table. This table provides information on the fine woody - debris measured along a segment of the transects.

* PLOT.CN = DWM_FINE_WOODY_DEBRIS.PLT_CN - links the fine woody debris records to the unique plot record.

* COND.PLT_CN - = DWM_FINE_WOODY_DEBRIS.PLT_CN and COND.CONDID= DWM_FINE_WOODY_DEBRIS.CONDID - links the fine woody debris records to the unique condition record.","msft:item_name":"dwm_fine_woody_debris"},{"name":"Down - Woody Material Microplot Fuel Table","description":"Down woody material microplot - fuel table. This table provides information on the fuel loads (shrubs and - herbs) measured on the microplot.

* PLOT.CN = DWM_MICROPLOT_FUEL.PLT_CN - links the microplot fuel records to the unique plot record.","msft:item_name":"dwm_microplot_fuel"},{"name":"Down - Woody Material Residual Pile Table","description":"Down woody material residual - pile table. This table provides information on the wood piles measured on - the subplot.

* PLOT.CN = DWM_RESIDUAL_PILE.PLT_CN links the wood piles - records to the unique plot record.

* COND.PLT_CN = DWM_RESIDUAL_PILE.PLT_CN - and COND.CONDID= DWM_RESIDUAL_PILE.CONDID links the wood piles records to - the unique condition record.","msft:item_name":"dwm_residual_pile"},{"name":"Down - Woody Material Transect Segment Table","description":"Down woody material - transect segment table. This table describes the down woody material transect - segment lengths by condition class.

* PLOT.CN = DWM_TRANSECT_SEGMENT.PLT_CN - links the down woody material transect length records to the unique plot record. -

* COND.PLT_CN = DWM_TRANSECT_SEGMENT.PLT_CN and COND.CONDID= DWM_TRANSECT_SEGMENT.CONDID - links the down woody material transect segment records to the unique condition - record.","msft:item_name":"dwm_transect_segment"},{"name":"Condition Down - Woody Material Calculation Table","description":"Condition down woody material - calculation table. This table contains calculated values and condition-level - estimates for down woody attributes by plot number (PLOT), condition class - number (CONDID), and evaluation identifier (EVALID).

* PLOT.CN = COND_DWM_CALC.PLT_CN - links the down woody material calculation records to the unique plot record. -

* COND.CN = COND_DWM_CALC.CND_CN links the down woody material calculation - records to the unique condition record.

* POP_STRATUM. CN = COND_DWM_CALC.STRATUM_CN - links the down woody material calculation records to the unique population - stratum record.","msft:item_name":"cond_dwm_calc"},{"name":"Plot Regeneration - Table","description":"Plot regeneration table. This table contains the information - for the four subplots describing the amount of animal browse pressure exerted - on the regeneration of trees.

* PLOT.CN = PLOT_REGEN.PLT_CN links - the unique plot record to the unique plot regeneration record.","msft:item_name":"plot_regen"},{"name":"Subplot - Regeneration Table","description":"Subplot regeneration table. This table - provides information on the subplot survey status and the site survey limitations, - if any, for the tree regeneration study.

* PLOT.CN = SUBPLOT_REGEN.PLT_CN - links the unique plot record to the subplot regeneration records.

* - SUBPLOT.PLT_CN = SUBPLOT_REGEN.PLT_CN and SUBPLOT.SUBP = SUBPLOT_REGEN.SUBP - links the subplot record to the subplot regeneration record.","msft:item_name":"subplot_regen"},{"name":"Seedling - Regeneration Table","description":"Seedling regeneration. This table contains - provides information on the seedling count by condition, species, source, - and length class for the tree regeneration study.

* PLOT.CN = SEEDLING_REGEN.PLT_CN - links the unique plot record to the seedling regeneration records.

* - COND.PLT_CN = SEEDLING_REGEN.PLT_CN and COND.CONDID = SEEDLING_REGEN.CONDID - links the regeneration seedling records to the unique condition record.","msft:item_name":"seedling_regen"},{"name":"Population - Estimation Unit Table","description":"Population estimation unit table. This - table contains information about estimation units. An estimation unit is a - geographic area that can be drawn on a map. It has a known area, and the sampling - intensity must be the same within a stratum within an estimation unit. Generally, - estimation units are contiguous areas, but exceptions are made when certain - ownerships, usually National Forests, are sampled at different intensities. - One record in the POP_ESTN_UNIT table corresponds to a single estimation unit. - POP_ESTN_UNIT.CN = POP_STRATUM.ESTN_UNIT_CN links the unique stratified geographical - area (ESTN_UNIT) to the strata (STRATUMCD) that are assigned to each ESTN_UNIT.","msft:item_name":"pop_estn_unit"},{"name":"Population - Evaluation Table","description":"Population evaluation table. This table provides - information about evaluations. An evaluation is the combination of a set of - plots (the sample) and a set of Phase 1 data (obtained through remote sensing, - called a stratification) that can be used to produce population estimates - for a State (an evaluation may be created to produce population estimates - for a region other than a State, such as the Black Hills National Forest). - A record in the POP_EVAL table identifies one evaluation and provides some - descriptive information about how the evaluation may be used.

* POP_ESTN_UNIT.EVAL_CN - = POP_EVAL.CN links the unique evaluation identifier (EVALID) in the POP_EVAL - table to the unique geographical areas (ESTN_UNIT) that are stratified. Within - a population evaluation (EVALID) there can be multiple population estimation - units, or geographic areas across which there are a number of values being - estimated (e.g., estimation of volume across counties for a given State).","msft:item_name":"pop_eval"},{"name":"Population - Evaluation Attribute Table","description":"Population evaluation attribute - table. This table provides information as to which population estimates can - be provided by an evaluation. If an evaluation can produce only 22 of all - the population estimates in the REF_POP_ATTRIBUTE table, there will be 22 - records in the POP_EVAL_ATTRIBUTE table (one per population estimate) for - that evaluation.

* POP_EVAL.CN = POP_EVAL_ATTRIBUTE.EVAL_CN links - the unique evaluation identifier to the list of population estimates that - can be derived for that evaluation.","msft:item_name":"pop_eval_attribute"},{"name":"Population - Evaluation Group Table","description":"Population evaluation group table. - This table lists and describes the evaluation groups. One record in the POP_EVAL_GRP - table can be linked to all the evaluations that were used in generating estimates - for a State inventory report.

* POP_EVAL_GRP.CN = POP_EVAL_TYP.EVAL_GRP_CN - links the evaluation group record to the evaluation type record.","msft:item_name":"pop_eval_grp"},{"name":"Population - Evaluation Type Table","description":"Population evaluation type table. This - table provides information on the type of evaluations that were used to generate - a set of tables for an inventory report. In a typical State inventory report, - one evaluation is used to generate an estimate of the total land area; a second - evaluation is used to generate current estimates of volume, numbers of trees - and biomass; and a third evaluation is used for estimating growth, removals - and mortality.

* POP_EVAL_TYP.EVAL_CN = POP_EVAL.CN links the evaluation - type record to the evaluation record.

* POP_EVAL_TYP.EVAL_GRP_CN = - POP_EVAL_GRP.CN links the evaluation type record to the evaluation group record. -

* POP_EVAL_TYP.EVAL_TYP = REF_POP_EVAL_TYP_DESCR.EVAL_TYP links an - evaluation type record to an evaluation type description reference record.","msft:item_name":"pop_eval_typ"},{"name":"Population - Plot Stratum Assignment Table","description":"Population plot stratum assignment - table. This table provides a way to assign stratum information to a plot. - Stratum information is assigned to a plot by overlaying the plot''s location - on the Phase 1 imagery. Plots are linked to their appropriate stratum for - an evaluation via the POP_PLOT_STRATUM_ASSGN table.

* POP_PLOT_STRATUM_ASSGN.PLT_CN - = PLOT.CN links the stratum assigned to the plot record.","msft:item_name":"pop_plot_stratum_assgn"},{"name":"Population - Stratum Table","description":"Population stratum table. This table provides - information about individual strata. The area within an estimation unit is - divided into strata. The area for each stratum can be calculated by determining - the proportion of Phase 1 pixels/plots in each stratum and multiplying that - proportion by the total area in the estimation unit. Information for a single - stratum is stored in a single record of the POP_STRATUM table.

* POP_STRATUM.CN - = POP_PLOT_STRATUM_ASSGN.STRATUM_CN links the defined stratum to each plot.","msft:item_name":"pop_stratum"},{"name":"Plot - Geometry Table","description":"Plot geometry table. This table contains geometric - attributes associated with the plot location, such as the hydrological unit - and roadless codes.

* PLOTGEOM.CN = PLOT.CN links the unique plot - record between the two tables.","msft:item_name":"plotgeom"},{"name":"Plot - Snapshot Table","description":"Plot snapshot table. This table combines the - information in the PLOT table with information in the PLOT_EVAL_GRP and POP_STRATUM - tables to provide a snapshot of the plot records with their associated expansion - and adjustment factors.

* PLOTSNAP.CN = PLOT.CN links the unique plot - record between the two tables.","msft:item_name":"plotsnap"}],"msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Status - and trends on U.S. forest location, health, growth, mortality, and production, - from the U.S. Forest Service''s Forest Inventory and Analysis (FIA) program","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '6385' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:42 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181742Z-r159ff9f48bskz5phC1YTOp5g80000000cw00000000036ex - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc - response: - body: - string: "{\"id\":\"sentinel-1-rtc\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-rtc\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"title\":\"CC - BY 4.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/sentinel-1-rtc\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sentinel - 1 Radiometrically Terrain Corrected (RTC)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-rtc.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sentinel - 1 RTC\"},\"geoparquet-items\":{\"href\":\"abfs://items/sentinel-1-rtc.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"MS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2014-10-10T00:28:21Z\",null]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"ESA\",\"Copernicus\",\"Sentinel\",\"C-Band\",\"SAR\",\"RTC\"],\"providers\":[{\"url\":\"https://catalyst.earth\",\"name\":\"Catalyst\",\"roles\":[\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"licensor\"]}],\"summaries\":{\"platform\":[\"SENTINEL-1A\",\"SENTINEL-1B\"],\"constellation\":[\"Sentinel-1\"],\"s1:resolution\":[\"high\"],\"s1:orbit_source\":[\"DOWNLINK\",\"POEORB\",\"PREORB\",\"RESORB\"],\"sar:looks_range\":[5],\"sat:orbit_state\":[\"ascending\",\"descending\"],\"sar:product_type\":[\"GRD\"],\"sar:looks_azimuth\":[1],\"sar:polarizations\":[[\"VV\",\"VH\"],[\"HH\",\"HV\"],[\"VV\"],[\"VH\"],[\"HH\"]],\"sar:frequency_band\":[\"C\"],\"s1:processing_level\":[\"1\"],\"sar:instrument_mode\":[\"IW\"],\"sar:center_frequency\":[5.405],\"sar:resolution_range\":[20],\"s1:product_timeliness\":[\"NRT-10m\",\"NRT-1h\",\"NRT-3h\",\"Fast-24h\",\"Off-line\",\"Reprocessing\"],\"sar:resolution_azimuth\":[22],\"sar:pixel_spacing_range\":[10],\"sar:observation_direction\":[\"right\"],\"sar:pixel_spacing_azimuth\":[10],\"sar:looks_equivalent_number\":[4.4],\"sat:platform_international_designator\":[\"2014-016A\",\"2016-025A\",\"0000-000A\"]},\"description\":\"The - [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) mission - is a constellation of two polar-orbiting satellites, operating day and night - performing C-band synthetic aperture radar imaging. The Sentinel-1 Radiometrically - Terrain Corrected (RTC) data in this collection is a radiometrically terrain - corrected product derived from the [Ground Range Detected (GRD) Level-1](https://planetarycomputer.microsoft.com/dataset/sentinel-1-grd) - products produced by the European Space Agency. The RTC processing is performed - by [Catalyst](https://catalyst.earth/).\\n\\nRadiometric Terrain Correction - accounts for terrain variations that affect both the position of a given point - on the Earth's surface and the brightness of the radar return, as expressed - in radar geometry. Without treatment, the hill-slope modulations of the radiometry - threaten to overwhelm weaker thematic land cover-induced backscatter differences. - Additionally, comparison of backscatter from multiple satellites, modes, or - tracks loses meaning.\\n\\nA Planetary Computer account is required to retrieve - SAS tokens to read the RTC data. See the [documentation](http://planetarycomputer.microsoft.com/docs/concepts/sas/#when-an-account-is-needed) - for more information.\\n\\n### Methodology\\n\\nThe Sentinel-1 GRD product - is converted to calibrated intensity using the conversion algorithm described - in the ESA technical note ESA-EOPG-CSCOP-TN-0002, [Radiometric Calibration - of S-1 Level-1 Products Generated by the S-1 IPF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/sentinel-1/S1-Radiometric-Calibration-V1.0.pdf). - The flat earth calibration values for gamma correction (i.e. perpendicular - to the radar line of sight) are extracted from the GRD metadata. The calibration - coefficients are applied as a two-dimensional correction in range (by sample - number) and azimuth (by time). All available polarizations are calibrated - and written as separate layers of a single file. The calibrated SAR output - is reprojected to nominal map orientation with north at the top and west to - the left.\\n\\nThe data is then radiometrically terrain corrected using PlanetDEM - as the elevation source. The correction algorithm is nominally based upon - D. Small, [\u201CFlattening Gamma: Radiometric Terrain Correction for SAR - Imagery\u201D](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/sentinel-1/2011_Flattening_Gamma.pdf), - IEEE Transactions on Geoscience and Remote Sensing, Vol 49, No 8., August - 2011, pp 3081-3093. For each image scan line, the digital elevation model - is interpolated to determine the elevation corresponding to the position associated - with the known near slant range distance and arc length for each input pixel. - The elevations at the four corners of each pixel are estimated using bilinear - resampling. The four elevations are divided into two triangular facets and - reprojected onto the plane perpendicular to the radar line of sight to provide - an estimate of the area illuminated by the radar for each earth flattened - pixel. The uncalibrated sum at each earth flattened pixel is normalized by - dividing by the flat earth surface area. The adjustment for gamma intensity - is given by dividing the normalized result by the cosine of the incident angle. - Pixels which are not illuminated by the radar due to the viewing geometry - are flagged as shadow.\\n\\nCalibrated data is then orthorectified to the - appropriate UTM projection. The orthorectified output maintains the original - sample sizes (in range and azimuth) and was not shifted to any specific grid.\\n\\nRTC - data is processed only for the Interferometric Wide Swath (IW) mode, which - is the main acquisition mode over land and satisfies the majority of service - requirements.\\n\",\"item_assets\":{\"hh\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"HH: horizontal - transmit, horizontal receive\",\"description\":\"Terrain-corrected gamma naught - values of signal transmitted with horizontal polarization and received with - horizontal polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"hv\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"HV: - horizontal transmit, vertical receive\",\"description\":\"Terrain-corrected - gamma naught values of signal transmitted with horizontal polarization and - received with vertical polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"vh\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"VH: - vertical transmit, horizontal receive\",\"description\":\"Terrain-corrected - gamma naught values of signal transmitted with vertical polarization and received - with horizontal polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]},\"vv\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"VV: - vertical transmit, vertical receive\",\"description\":\"Terrain-corrected - gamma naught values of signal transmitted with vertical polarization and received - with vertical polarization with radiometric terrain correction applied.\",\"raster:bands\":[{\"nodata\":-32768,\"data_type\":\"float32\",\"spatial_resolution\":10.0}]}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"sentinel-1\",\"msft:container\":\"sentinel1-grd-rtc\",\"stac_extensions\":[\"https://stac-extensions.github.io/sar/v1.0.0/schema.json\",\"https://stac-extensions.github.io/sat/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"sentinel1euwestrtc\",\"msft:requires_account\":true,\"msft:short_description\":\"Radiometrically - terrain corrected SAR imagery derived from the Sentinel 1 Level 1 GRD product.\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3110' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:42 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181742Z-r159ff9f48b2q84rhC1YTOsqp00000000ce000000000h14n - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet - response: - body: - string: '{"id":"gridmet","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gridmet"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","type":"text/html","title":"CC0 - 1.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gridmet","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"gridMET","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gridmet.png","role":["thumbnail"],"type":"image/png","title":"gridMET - thumbnail"},"zarr-abfs":{"href":"abfs://gridmet/gridmet.zarr","type":"application/vnd+zarr","roles":["data","zarr"],"description":"Azure - Blob File System URI of the gridMET Zarr Group on Azure Blob Storage for use - with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"ai4edataeuwest"}},"zarr-https":{"href":"https://ai4edataeuwest.blob.core.windows.net/gridmet/gridmet.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"gridMET - HTTPS Zarr root","description":"HTTPS URI of the gridMET Zarr Group on Azure - Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-124.76666663333334,25.066666666666666,-67.05833330000002,49.400000000000006]]},"temporal":{"interval":[["1979-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["gridMET","Water","Precipitation","Temperature","Vapor - Pressure","Climate"],"providers":[{"url":"https://developmentseed.org/","name":"Development - Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"http://www.climatologylab.org/gridmet.html","name":"Climatology - Lab","roles":["producer"]},{"url":"http://onlinelibrary.wiley.com/doi/10.1002/joc.3413/full","name":"Abatzoglou, - J.T.","roles":["producer"]}],"description":"gridMET is a dataset of daily - surface meteorological data at approximately four-kilometer resolution, covering - the contiguous U.S. from 1979 to the present. These data can provide important - inputs for ecological, agricultural, and hydrological models.\n","stac_version":"1.0.0","cube:variables":{"wind_speed":{"type":"data","unit":"m/s","attrs":{"units":"m/s","long_name":"vs","dimensions":"lon - lat time","description":"Daily Mean Wind Speed","grid_mapping":"crs","standard_name":"vs","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - Mean Wind Speed"},"air_temperature":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"tmmn","dimensions":"lon - lat time","description":"Daily Minimum Temperature","grid_mapping":"crs","standard_name":"tmmn","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Temperature"},"burning_index_g":{"type":"data","unit":"Unitless","attrs":{"units":"Unitless","long_name":"bi","dimensions":"lon - lat time","description":"BI-G","grid_mapping":"crs","standard_name":"bi","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"BI-G"},"relative_humidity":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"rmin","dimensions":"lon - lat time","description":"Daily Minimum Relative Humidity","grid_mapping":"crs","standard_name":"rmin","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Relative Humidity"},"specific_humidity":{"type":"data","unit":"kg/kg","attrs":{"units":"kg/kg","long_name":"sph","dimensions":"lon - lat time","description":"Daily mean specific humidity","grid_mapping":"crs","standard_name":"sph","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - mean specific humidity"},"wind_from_direction":{"type":"data","unit":"Degrees - Clockwise from north","attrs":{"units":"Degrees Clockwise from north","long_name":"th","dimensions":"lon - lat time","description":"Daily mean wind direction","grid_mapping":"crs","standard_name":"th","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - mean wind direction"},"precipitation_amount":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"pr","dimensions":"lon - lat time","description":"Daily Accumulated Precipitation","grid_mapping":"crs","standard_name":"pr","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - Accumulated Precipitation"},"dead_fuel_moisture_100hr":{"type":"data","unit":"Percent","attrs":{"units":"Percent","long_name":"fm100","dimensions":"lon - lat time","description":"100 hour fuel moisture","grid_mapping":"crs","standard_name":"fm100","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"100 - hour fuel moisture"},"dead_fuel_moisture_1000hr":{"type":"data","unit":"Percent","attrs":{"units":"Percent","long_name":"fm1000","dimensions":"lon - lat time","description":"1000 hour fuel moisture","grid_mapping":"crs","standard_name":"fm1000","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"1000 - hour fuel moisture"},"mean_vapor_pressure_deficit":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"vpd","dimensions":"lon - lat time","description":"mean vapor presure deficit","grid_mapping":"crs","standard_name":"vpd","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"mean - vapor presure deficit"},"potential_evapotranspiration":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"pet","dimensions":"lon - lat time","description":"Daily reference evapotranspiration (short grass)","grid_mapping":"crs","standard_name":"pet","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - reference evapotranspiration (short grass)"},"surface_downwelling_shortwave_flux_in_air":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"srad","dimensions":"lon lat time","description":"Daily - Mean downward shortwave radiation at surface","grid_mapping":"crs","standard_name":"srad","coordinate_system":"WGS84,EPSG:4326"},"shape":[15341,585,1386],"chunks":[30,585,1386],"dimensions":["time","lat","lon"],"description":"Daily - Mean downward shortwave radiation at surface"}},"msft:container":"gridmet","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[25.066666666666666,49.400000000000006],"description":"latitude","reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-124.76666663333334,-67.05833330000002],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["1979-01-01T00:00:00Z","2020-12-31T00:00:00Z"],"description":"time"}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Daily - high-spatial resolution surface meteorological data covering the contiguous - United States from 1979 to the present","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1986' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:43 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181742Z-r159ff9f48b5kd5thC1YTObrgc00000005c000000000c74q - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na - response: - body: - string: '{"id":"daymet-annual-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-na","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Annual North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - annual North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual - North America Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the annual North America Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual - North America Daymet HTTPS Zarr root","description":"HTTPS URI of the annual - North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","North - America","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL - DAAC","roles":["producer"]}],"description":"Annual climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). - \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, - S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km - Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[8075,7814],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[8075,7814],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual - average snow water equivalent","cell_methods":"area: mean time: sum within - days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual - average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"annual average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,8075,7814],"chunks":[1,8075,7814],"dimensions":["time","y","x"],"description":"annual - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days - since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["annual","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual - climate summaries on a 1-km grid for North America","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2766' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:43 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181743Z-r159ff9f48b6rnlxhC1YTO0cpg000000043000000000amrw - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na - response: - body: - string: '{"id":"daymet-monthly-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-na","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Monthly North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - monthly North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly - North America Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the monthly North America Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly - North America Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly - North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","North - America","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL - DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, - M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: - Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL - DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[2000,2000],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[2000,2000],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total snow water equivalent","cell_methods":"area: mean time: sum within days - time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly - total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,8075,7814],"chunks":[12,2000,2000],"dimensions":["time","y","x"],"description":"monthly - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["monthly","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly - climate summaries on a 1-km grid for North America","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2754' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:44 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181743Z-r159ff9f48btt24zhC1YTO3p7g000000040000000000gphh - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi - response: - body: - string: '{"id":"daymet-annual-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-annual-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1852"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-annual-hi","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Annual Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - annual Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/annual/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Annual - Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob - File System of the annual Hawaii Daymet Zarr Group on Azure Blob Storage for - use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Annual - Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the annual Hawaii - Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1852","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor - Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1852","name":"ORNL - DAAC","roles":["producer"]}],"description":"Annual climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). - \n\n","sci:citation":"Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, - S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km - Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"annual - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"annual - average snow water equivalent","cell_methods":"area: mean time: sum within - days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual - average snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"annual - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"annual average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"annual average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[41,584,284],"chunks":[1,584,284],"dimensions":["time","y","x"],"description":"annual - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{"time":"days - since 1950-01-01 00:00:00"},"shape":[41,2],"chunks":[1,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-07-01T12:00:00Z","2020-07-01T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["annual","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Annual - climate summaries on a 1-km grid for Hawaii","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2758' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:44 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181744Z-r159ff9f48b6rnlxhC1YTO0cpg0000000440000000007ph0 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi - response: - body: - string: '{"id":"daymet-monthly-hi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-hi"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-hi","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Monthly Hawaii","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-hi.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - monthly Hawaii map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly - Hawaii Daymet Azure Blob File System Zarr root","description":"Azure Blob - File System of the monthly Hawaii Daymet Zarr Group on Azure Blob Storage - for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/hi.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly - Hawaii Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly Hawaii - Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-160.3056,17.9539,-154.772,23.5186]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","Hawaii","Temperature","Precipitation","Vapor - Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL - DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, - M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: - Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL - DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[584,284],"chunks":[584,284],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total snow water equivalent","cell_methods":"area: mean time: sum within days - time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly - total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,584,284],"chunks":[12,584,284],"dimensions":["time","y","x"],"description":"monthly - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-5802250.0,-5519250.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-622000.0,-39000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["monthly","hawaii"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly - climate summaries on a 1-km grid for Hawaii","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2741' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:45 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181745Z-r159ff9f48bkqtkzhC1YTOwa4s00000004wg000000001136 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr - response: - body: - string: '{"id":"daymet-monthly-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-monthly-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1855"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-monthly-pr","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Monthly Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - monthly Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/monthly/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Monthly - Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the monthly Puerto Rico Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Monthly - Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the monthly - Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1855","keywords":["Daymet","Puerto - Rico","Temperature","Precipitation","Vapor Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1855","name":"ORNL - DAAC","roles":["producer"]}],"description":"Monthly climate summaries derived - from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 - km spatial resolution for five variables: minimum and maximum temperature, - precipitation, vapor pressure, and snow water equivalent. Annual averages - are provided for minimum and maximum temperature, vapor pressure, and snow - water equivalent, and annual totals are provided for the precipitation variable.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly).\n","sci:citation":"Thornton, - M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: - Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL - DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"monthly - average of daily average vapor pressure","cell_methods":"area: mean time: - mean within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly - average of daily average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total snow water equivalent","cell_methods":"area: mean time: sum within days - time: sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly - total snow water equivalent"},"prcp":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"monthly - total precipitation","cell_methods":"area: mean time: sum within days time: - sum over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly - total precipitation"},"tmax":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"monthly average of daily maximum temperature","cell_methods":"area: - mean time: maximum within days time: mean over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly - average of daily maximum temperature"},"tmin":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"monthly average of daily minimum - temperature","cell_methods":"area: mean time: minimum within days time: mean - over days","grid_mapping":"lambert_conformal_conic"},"shape":[492,231,364],"chunks":[12,231,364],"dimensions":["time","y","x"],"description":"monthly - average of daily minimum temperature"},"time_bnds":{"type":"data","attrs":{},"shape":[492,2],"chunks":[12,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-16T12:00:00Z","2020-12-16T00:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["monthly","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Monthly - climate summaries on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2747' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:46 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181745Z-r159ff9f48bkqtkzhC1YTOwa4s00000004r000000000epn7 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables - response: - body: - string: '{"id":"gnatsgo-tables","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-tables"},{"rel":"about","href":"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf","type":"application/pdf","title":"gSSURGO - User Guide","description":"User guide for gSSURGO"},{"rel":"about","href":"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf","type":"application/pdf","title":"gNATSGO - Overview Slides","description":"Slides giving a high level overview of the - gNATSGO dataset"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/","title":"CC0 - 1.0 Universal Public Domain Dedication"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"gNATSGO - Soil Database - Tables","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-tables.png","type":"image/png","roles":["thumbnail"],"title":"gNATSGO"},"geoparquet-items":{"href":"abfs://items/gnatsgo-tables.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-170.8513,-14.3799,-169.4152,-14.1432],[138.0315,5.116,163.1902,10.2773],[144.6126,13.2327,144.9658,13.6572],[-159.7909,18.8994,-154.7815,22.2464],[170.969,6.0723,171.9169,8.71933],[145.0127,14.1086,145.9242,18.8172],[130.8048,2.9268,134.9834,8.0947],[157.3678,49.0546,-117.2864,71.4567],[-67.9506,17.014,-64.3973,19.3206],[-127.8881,22.8782,-65.2748,51.6039]]},"temporal":{"interval":[["2020-07-01T00:00:00Z","2020-07-01T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["Soils","NATSGO","SSURGO","STATSGO2","RSS","USDA","United - States"],"providers":[{"url":"https://www.nrcs.usda.gov/","name":"United States - Department of Agriculture, Natural Resources Conservation Service","roles":["licensor","producer","processor","host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"This - collection contains the table data for gNATSGO. This table data can be used - to determine the values of raster data cells for Items in the [gNATSGO Rasters](https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters) - Collection.\n\nThe gridded National Soil Survey Geographic Database (gNATSGO) - is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that - provides complete coverage of the best available soils information for all - areas of the United States and Island Territories. It was created by combining - data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic - Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single - seamless ESRI file geodatabase.\n\nSSURGO is the SPSD flagship soils database - that has over 100 years of field-validated detailed soil mapping data. SSURGO - contains soils information for more than 90 percent of the United States and - island territories, but unmapped land remains. STATSGO2 is a general soil - map that has soils data for all of the United States and island territories, - but the data is not as detailed as the SSURGO data. The Raster Soil Surveys - (RSSs) are the next generation soil survey databases developed using advanced - digital soil mapping methods.\n\nThe gNATSGO database is composed primarily - of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are - newer product with relatively limited spatial extent. These RSSs were merged - into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent - of RSS is expected to increase in the coming years.\n\nSee the [official documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625)","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"table:storage_options":{"account_name":"soils"}}},"stac_version":"1.0.0","table:tables":[{"name":"chaashto","description":"The - Horizon AASHTO table contains the American Association of State Highway Transportation - Officials classification(s) for the referenced horizon. One row in this table - is marked as the representative AASHTO classification for the horizon."},{"name":"chconsistence","description":"The - Horizon Consistence table contains descriptive terms of soil consistence -- - rupture resistance, plasticity, and stickiness -- for the referenced horizon. One - row in this table is marked as having the representative characteristics for - the horizon."},{"name":"chdesgnsuffix","description":"The Horizon Designation - Suffix table contains the designation suffix(es), one per row, for the referenced - horizon. For example, the \"h\" and \"s\" of a Bhs horizon appear as two - rows in this table."},{"name":"chfrags","description":"The Horizon Fragments - table lists the mineral and organic fragments that generally occur in the - referenced horizon. If the Volume % is greater than zero (low=5, RV=10, high=15) - in a row, the kind and size of fragment in that row exists everywhere this - horizon and component occur in the map unit. If the Volume % includes zero - (low=0, RV=5, high=10), the kind and size of fragment may exist in some places, - but not in others."},{"name":"chorizon","description":"The Horizon table lists - the horizon(s) and related data for the referenced map unit component. If - the horizon thickness is greater than zero (low=5, RV=8, high=12), the horizon - exists everywhere this component occurs. If the horizon thickness includes - zero (low=0, RV=1, high=3), the horizon may exist in some places, but not - in other places.\r\nHorizons that have two distinct parts, such as E/B or - E&Bt horizons, are recorded twice. Once for the characteristics of the first - part; and again on another row, using the same depths and thicknesses, for - the characteristics of the other part."},{"name":"chpores","description":"The - Horizon Pores table lists the voids for the referenced horizon. If the Quantity - is greater than zero (low=2, RV=5, high=10) in a row, the voids in that row - exist everywhere the horizon and component occur in the map unit. If the - Quantity includes zero (low=0, RV=2, high=5), the voids may exist in some - places, but not in others. More than one row can be marked as an RV row because - a horizon may have more than one size or shape of void."},{"name":"chstruct","description":"The - Horizon Structure table lists the individual soil structure size, grade, and - shape terms for the referenced horizon. Terms in this table are assembled - into a structure group string which is recorded in the Horizon Structure Group - table."},{"name":"chstructgrp","description":"The Horizon Structure Group - table lists the ranges of soil structure for the referenced horizon. The - row with the typically occurring structure is marked as being representative. The - entry in this table is based on grouping of entries in the Horizon Structure - table."},{"name":"chtext","description":"The Horizon Text table contains notes - and narrative descriptions related to the referenced horizon. Some notes - may provide additional information about the horizon for which there is no - explicit column for such data. In many cases, the table is empty for a particular - horizon."},{"name":"chtexture","description":"The Horizon Texture table lists - the individual texture(s), or term(s) used in lieu of texture, for the referenced - horizon. Only the unmodified texture terms are listed in the Horizon Texture - table; modifiers are listed in the Horizon Texture Modifier table. For example, - a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture Group table, - \"ls\" in the Horizon Texture table, and \"gr\" in the Horizon Texture Modifier - table."},{"name":"chtexturegrp","description":"The Horizon Texture Group table - lists the range of textures for the referenced horizon as a concatenation - of horizon texture and texture modifier(s). For example, a horizon that is - gravelly loamy sand in some places and gravelly loamy coarse sand in other - places is shown as GR-LS on one row and GR-LCOS on another row in this table. The - row with the typically occurring texture is identified as the RV row. Stratified - textures are shown in one row. For example, a horizon that is stratified - gravelly loamy fine sand and cobbly coarse sand is shown as SR- GR-LFS CB-COS - on one row and the Stratified? column for that row is marked \"yes\". If - two or more textures always occur together but are not stratified, all of - the textures are listed on one row and the Stratified? column for that row - is marked \"no\"."},{"name":"chtexturemod","description":"The Horizon Texture - Modifier table lists the texture modifier(s) for the referenced texture. For - example, a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture - Group table, \"ls\" in the Horizon Texture table, and \"gr\" in this table."},{"name":"chunified","description":"The - Horizon Unified table contains the Unified Soil Classification(s) for the - referenced horizon. One row in the Horizon Unified table is marked as the - representative Unified classification for the horizon."},{"name":"cocanopycover","description":"The - Component Canopy Cover table lists the overstory plants that typically occur - on the referenced map unit component."},{"name":"cocropyld","description":"The - Component Crop Yield table lists commonly grown crops and their expected range - in yields when grown on the referenced map unit component. Yields for the - map unit as a whole are given in the Mapunit Crop Yield table."},{"name":"codiagfeatures","description":"The - Component Diagnostic Features table lists the typical soil features, such - as ochric epipedon or cambic horizon, for the referenced map unit component."},{"name":"coecoclass","description":"The - Component Ecological Classification table identifies the ecological sites - typically associated with the referenced map unit component. These may include - the official NRCS forestland and rangland ecological sites, as well as those - of other classification systems, such as the USFS Habitat Types."},{"name":"coeplants","description":"The - Component Existing Plants table lists the plants, either rangeland or forestland - plants, that typically occur on the referenced map unit component."},{"name":"coerosionacc","description":"The - Component Erosion Accelerated table lists the kinds of accelerated erosion - that occur on the referenced map unit component. One row in this table is - marked as the representative kind of accelerated erosion for that component."},{"name":"coforprod","description":"The - Component Forest Productivity table lists the site index and the annual productivity - in cubic feet per acre per year (CAMI) of forest overstory tree species that - typically occur on the referenced map unit component."},{"name":"coforprodo","description":"The - Component Forest Productivity - Other table lists the site index and annual - productivity of forest overstory tree species in units other than cubic feet - per acre per year for trees that typically occur on the referenced map unit - component."},{"name":"cogeomordesc","description":"The Component Geomorphic - Description table lists the geomorphic features on which the referenced map - unit component typically occurs."},{"name":"cohydriccriteria","description":"The - Component Hydric Criteria table lists the hydric soil criteria met for those - referenced map unit components that are classified as a \"hydric soil.\""},{"name":"cointerp","description":"The - Component Interpretation table lists the predictions of behavior and limiting - features for specified uses made for the referenced map unit component."},{"name":"comonth","description":"The - Component Month table lists the monthly flooding and ponding characteristics - for the referenced map unit component. This table has one row for each month - of the year."},{"name":"component","description":"The Component table lists - the map unit components identified in the referenced map unit, and selected - properties of each component. If the Component % is greater than zero (low=65, - RV=75, high=90) for a component, that component exists in every delineation - of that mapunit. If the Component % includes zero (low=0, RV=50, high=90), - the component may exist in some delineations, but not in others."},{"name":"copm","description":"The - Component Parent Material table lists the individual parent material(s) for - the referenced map unit component. In some cases where soils developed - in multiple materials in a vertical sequence, that sequence will be noted. In - other cases multiple entries with no vertical sequence noted indicates the - soil may have formed in one of the materials listed."},{"name":"copmgrp","description":"The - Component Parent Material Group table lists the concatenated string of parent - material(s) in which the referenced map unit component formed based on entries - in the Component Parent Material table. For example, a component formed in - one parent material, such as loess, or one vertical sequence of parent materials, - such as loamy glacial drift over silty residuum weathered from shale, has - one row in this table. A component formed in one parent material in some - locations, but another parent material (or sequence of parent materials) in - other locations has two rows in this table, one for each parent material (or - sequence of parent materials). One row is identified as the representative - parent material."},{"name":"copwindbreak","description":"The Component Potential - Windbreak table lists the windbreak plant species commonly recommended for - the referenced map unit component. A windbreak plant listed in this table - may be used alone or in combination with other plants."},{"name":"corestrictions","description":"The - Component Restrictions table lists the root restrictive feature(s) or layer(s) - for the referenced map unit component. If the thickness of the restrictive - layer is greater than zero (low=5, RV=8, high=10), the restrictive layer exists - in all delineations of the map unit where the component occurs. If the thickness - of the restrictive layer includes zero (low=0, RV=2, high=5), the restrictive - layer may exist in some delineations, but not in others. This table will - be empty if the component does not have restrictive features, but could have - several rows if several restrictive features occur in the soil."},{"name":"cosoilmoist","description":"The - Component Soil Moisture table describes the typical soil moisture profile - for the referenced map unit component during the month referenced in the Component - Month table. The soil moisture profiles for each month, taken as a group - of twelve months, describe the representative situation for the component - throughout the year."},{"name":"cosoiltemp","description":"The Component Soil - Temperature table describes the typical soil temperature profile for the referenced - map unit component during the month referenced in the Component Month table. The - soil temperature profiles for each month, taken as a group of twelve months, - describe the representative situation for the component throughout the year."},{"name":"cosurffrags","description":"The - Component Surface Fragments table lists the organic or mineral fragments that - generally occur on the surface of the referenced map unit component. If the - cover percent is greater than zero (low=0.1, RV=1, high=3) for a row in this - table, the fragment is in every delineation of the map unit where the referenced - component occurs. If the Cover % includes zero (low=0, RV=0.01, high=1) for - a row in this table, the fragment may exist in some delineations and not in - others."},{"name":"cosurfmorphgc","description":"The Component Three Dimensional - Surface Morphometry table lists the typical geomorphic position (s) of the - referenced map unit component, in three dimension terms. The geomorphic position(s) - listed in this table apply to the geomorphic feature referenced in the Component - Geomorphic Description table."},{"name":"cosurfmorphhpp","description":"The - Component Two Dimensional Surface Morphometry table lists the geomorphic position(s) - of the referenced map unit component, in two dimensional hillslope profile - terms. The geomorphic position(s) listed in this table apply to the geomorphic - feature referenced in the Component Geomorphic Description table."},{"name":"cosurfmorphmr","description":"The - Component Microrelief Surface Morphometry table lists microrelief features - associated with the referenced geomorphic (microfeature) feature shown in - the Component Geomorphic Description table."},{"name":"cosurfmorphss","description":"The - Component Slope Shape Surface Morphometry table lists the geomorphic shape(s) - of the referenced map unit component, in slope shape terms. The slope shape - terms listed in this table apply to the referenced geomorphic feature shown - in the Component Geomorphic Description table."},{"name":"cotaxfmmin","description":"The - Component Taxonomic Family Mineralogy table lists the mineralogy characteristics, - as defined in Soil Taxonomy, that apply to the referenced map unit component."},{"name":"cotaxmoistcl","description":"The - Component Taxonomic Moisture Class table provides clear identification of - the intended taxonomic moisture class, as defined in Soil Taxonomy, that apply - to the referenced map unit component, even though moisture class is implied - at a higher taxonomic level. The class or classes listed in this table describe - the representative situation for the component."},{"name":"cotext","description":"The - Component Text table contains notes and narrative descriptions for the referenced - map unit component. In many cases, the table will be empty for a particular - component."},{"name":"cotreestomng","description":"The Component Trees To - Manage table lists the trees commonly recommended for managing on the referenced - map unit component."},{"name":"cotxfmother","description":"The Component Taxonomic - Family Other Criteria table lists the other taxonomic characteristics, such - as classes of coatings or permanent cracks, as defined in Soil Taxonomy, that - apply to the referenced map unit component. The characteristics listed in - this table describe the representative situation for the component."},{"name":"distinterpmd","description":"The - Distribution Interp Metadata table records the set of NASIS fuzzy logic interpretations - which were generated for the map unit components included in a set of distribution - data."},{"name":"distlegendmd","description":"The Distribution Legend Metadata - table records information about the legends or soil survey areas selected - for inclusion in a set of distributed data. The presence of a legend in this - table does not imply that all of the available data for that legend was included - in the set of data that was distributed. Only certain map units and components - for that legend may have been selected. The record of the criteria used for - selecting map units and components may be found in the Distribution Metadata - table."},{"name":"distmd","description":"The Distribution Metadata table records - information associated with the selection of a set of data for distribution - to some entity or information system external to NASIS. A set of distribution - data may include only selected map units from a legend or legends, and only - selected components of those map units. This table records the criteria used - for selecting map units and components for inclusion in the set of distributed - data. Other recorded information includes the name of the NASIS user who - initiated a distribution request, and the times when that request was made, - and when that request was ultimately processed."},{"name":"laoverlap","description":"The - Legend Area Overlap table lists the geographic areas that are coincident with - the soil survey area identified in the Legend table. For example, a survey - area that covers two counties would have two rows in this table, one for each - county. Other types of geographic areas listed might include state, MLRA, - rainfall (R) factor area, climate (C) factor area, etc."},{"name":"legend","description":"The - Legend table identifies the soil survey area that the legend is related to, - and related information about that legend."},{"name":"legendtext","description":"The - Legend Text table contains notes and narrative descriptions related to the - referenced legend. Legend text is optional. In many cases, this table is - empty."},{"name":"mapunit","description":"The Mapunit table identifies the - map units included in the referenced legend. Data related the map unit as - a whole are also given."},{"name":"muaggatt","description":"The Mapunit Aggregated - Attribute table records a variety of soil attributes and interpretations that - have been aggregated from the component level to a single value at the map - unit level. They have been aggregated by one or more appropriate means in - order to express a consolidated value or interpretation for the map unit as - a whole."},{"name":"muaoverlap","description":"The Mapunit Area Overlap table - lists the map units that exist in the overlap between the entire soil survey - area and the referenced geographic area in the Legend Area Overlap table."},{"name":"mucropyld","description":"The - Mapunit Crop Yield table lists commonly grown crops and their expected yields - for the referenced map unit as a whole. Yields for individual map unit components - are given in the Component Crop Yield table."},{"name":"mutext","description":"The - Mapunit Text table contains notes and narrative descriptions related to the - referenced map unit."},{"name":"sacatalog","description":"This table records - the primary dynamic metadata associated with a soil survey area. This includes - such things as survey area version, tabular data version, etc. The remaining - dynamic metadata, which soil interpretations were generated for the corresponding - soil survey area, is recorded in the Survey Area Interpretation table."},{"name":"sainterp","description":"This - table records information about the soil interpretations that were generated - for a soil survey area."},{"name":"valu1","description":"Included with the - gSSURGO database, but not a part of the standard SSURGO dataset is a table - called Valu1. This table contains 57 pre-summarized or ''ready to map'' attributes - derived from the official SSURGO database. These attribute data are pre-summarized - to the map unit level using best-practice generalization methods intended - to meet the needs of most users. The generalization methods include map unit - component weighted averages and percent of the map unit meeting a given criteria. - These themes were prepared to better meet the mapping needs of users of soil - survey information and can be used with both SSURGO and gridded SSURGO (gSSURGO) - datasets."}],"msft:group_id":"gnatsgo","msft:container":"gnatsgo-stac","stac_extensions":["https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"soils","msft:short_description":"The - gridded National Soil Survey Geographic Database (gNATSGO) is a USDA-NRCS - Soil & Plant Science Division (SPSD) composite database that provides complete - coverage of the best available soils information for all areas of the United - States and Island Territories.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '6560' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:46 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181746Z-174fc647fd568j5qhC1YTO3t8s0000000az000000000358h - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb - response: - body: - string: '{"id":"hgb","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hgb"},{"rel":"license","href":"https://earthdata.nasa.gov/earth-observation-data/data-use-policy","title":"EOSDIS - Data Use Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hgb","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"HGB: - Harmonized Global Biomass for 2010","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hgb.png","type":"image/png","roles":["thumbnail"],"title":"Harmonized - Global Biomass"},"geoparquet-items":{"href":"abfs://items/hgb.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-61.002778,180.0,84.0]]},"temporal":{"interval":[["2010-12-31T00:00:00Z","2010-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["Biomass","Carbon","ORNL"],"providers":[{"url":"https://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1763","name":"Oak - Ridge National Laboratory Distributed Active Archive Center","roles":["producer","licensor"]},{"url":"https://carbonplan.org","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[300]},"description":"This - dataset provides temporally consistent and harmonized global maps of aboveground - and belowground biomass carbon density for the year 2010 at 300m resolution. - The aboveground biomass map integrates land-cover-specific, remotely sensed - maps of woody, grassland, cropland, and tundra biomass. Input maps were amassed - from the published literature and, where necessary, updated to cover the focal - extent or time period. The belowground biomass map similarly integrates matching - maps derived from each aboveground biomass map and land-cover-specific empirical - models. Aboveground and belowground maps were then integrated separately using - ancillary maps of percent tree/land cover and a rule-based decision tree. - Maps reporting the accumulated uncertainty of pixel-level estimates are also - provided.\n","item_assets":{"aboveground":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Global above-ground biomass"},"belowground":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global - below-ground biomass"},"aboveground_uncertainty":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Uncertainty associated - with global above-ground biomass"},"belowground_uncertainty":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Uncertainty - associated with global below-ground biomass"}},"stac_version":"1.0.0","msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Global - maps of aboveground and belowground biomass carbon density for the year 2010 - at 300m resolution","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1415' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:47 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181746Z-r159ff9f48bskz5phC1YTOp5g80000000crg00000000cvcq - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30 - response: - body: - string: '{"id":"cop-dem-glo-30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-30"},{"rel":"license","href":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","title":"Copernicus - DEM License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-30","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Copernicus - DEM GLO-30","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem.png","type":"image/png","roles":["thumbnail"],"title":"COP - DEM GLO-30"},"geoparquet-items":{"href":"abfs://items/cop-dem-glo-30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-22T00:00:00Z","2021-04-22T00:00:00Z"]]}},"license":"proprietary","keywords":["Copernicus","DEM","DSM","Elevation"],"providers":[{"url":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","name":"European - Space Agency","roles":["licensor"]},{"url":"https://registry.opendata.aws/copernicus-dem/","name":"Sinergise","roles":["producer","processor"]},{"url":"https://doi.org/10.5069/G9028PQB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["tandem-x"]},"description":"The - Copernicus DEM is a digital surface model (DSM), which represents the surface - of the Earth including buildings, infrastructure, and vegetation. This DSM - is based on radar satellite data acquired during the TanDEM-X Mission, which - was funded by a public-private partnership between the German Aerospace Centre - (DLR) and Airbus Defence and Space.\n\nCopernicus DEM is available at both - 30-meter and 90-meter resolution; this dataset has a horizontal resolution - of approximately 30 meters.\n\nSee the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) - for more information.\n\nSee the dataset page on OpenTopography: \n\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:group_id":"copernicus-dem","msft:container":"copernicus-dem-stac","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"elevationeuwest","msft:short_description":"Copernicus - DEM 30 is a near-global digital surface model (DSM) with a horizontal resolution - of approximately 30 meters, derived from radar satellite data acquired during - the TanDEM-X mission.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1416' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:47 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181747Z-r159ff9f48bsqs4rhC1YTOhcrc00000004s000000000d8eu - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90 - response: - body: - string: '{"id":"cop-dem-glo-90","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cop-dem-glo-90"},{"rel":"license","href":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","title":"Copernicus - DEM License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-90","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Copernicus - DEM GLO-90","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem-glo-90.png","type":"image/png","roles":["thumbnail"],"title":"COP - DEM GLO-90"},"geoparquet-items":{"href":"abfs://items/cop-dem-glo-90.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-22T00:00:00Z","2021-04-22T00:00:00Z"]]}},"license":"proprietary","keywords":["Copernicus","DEM","Elevation"],"providers":[{"url":"https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf","name":"European - Space Agency","roles":["licensor"]},{"url":"https://registry.opendata.aws/copernicus-dem/","name":"Sinergise","roles":["producer","processor"]},{"url":"https://doi.org/10.5069/G9028PQB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[90],"platform":["tandem-x"]},"description":"The - Copernicus DEM is a digital surface model (DSM), which represents the surface - of the Earth including buildings, infrastructure, and vegetation. This DSM - is based on radar satellite data acquired during the TanDEM-X Mission, which - was funded by a public-private partnership between the German Aerospace Centre - (DLR) and Airbus Defence and Space.\n\nCopernicus DEM is available at both - 30-meter and 90-meter resolution; this dataset has a horizontal resolution - of approximately 90 meters.\n\nSee the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) - for more information.\n\nSee the dataset page on OpenTopography: \n\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:group_id":"copernicus-dem","msft:container":"copernicus-dem-stac","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"elevationeuwest","msft:short_description":"Copernicus - DEM 90 is a near-global digital surface model (DSM) with a horizontal resolution - of approximately 90 meters, derived from radar satellite data acquired during - the TanDEM-X mission.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1413' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:48 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181748Z-r159ff9f48bskz5phC1YTOp5g80000000cu0000000008e34 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate - response: - body: - string: '{"id":"terraclimate","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/terraclimate"},{"rel":"license","href":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","type":"text/html","title":"CC0-1.0 - License"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/terraclimate","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"TerraClimate","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/terraclimate.png","role":["thumbnail"],"type":"image/png","title":"TerraClimate - thumbnail"},"zarr-abfs":{"href":"az://cpdata/terraclimate.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"TerraClimate - Azure Blob File System Zarr root","description":"Azure Blob File System URI - of the TerraClimate Zarr Group on Azure Blob Storage for use with adlfs.","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"zarr-https":{"href":"https://cpdataeuwest.blob.core.windows.net/cpdata/terraclimate.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"TerraClimate - HTTPS Zarr root","description":"HTTPS URI of the TerraClimate Zarr Group on - Azure Blob Storage.","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["1958-01-01T00:00:00Z","2021-12-01T00:00:00Z"]]}},"license":"CC0-1.0","keywords":["TerraClimate","Water","Precipitation","Temperature","Vapor - Pressure","Climate"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"http://www.climatologylab.org/terraclimate.html","name":"Climatology - Lab","roles":["producer"]},{"url":"https://www.nature.com/articles/sdata2017191","name":"Abatzoglou, - J.T., S.Z. Dobrowski, S.A. Parks, K.C. Hegewisch","roles":["producer"]}],"description":"[TerraClimate](http://www.climatologylab.org/terraclimate.html) - is a dataset of monthly climate and climatic water balance for global terrestrial - surfaces from 1958 to the present. These data provide important inputs for - ecological and hydrological studies at global scales that require high spatial - resolution and time-varying data. All data have monthly temporal resolution - and a ~4-km (1/24th degree) spatial resolution. This dataset is provided in - [Zarr](https://zarr.readthedocs.io/) format.\n","stac_version":"1.0.0","cube:variables":{"q":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"runoff_amount","dimensions":"lon - lat time","description":"Runoff","grid_mapping":"crs","standard_name":"runoff_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Runoff"},"ws":{"type":"data","unit":"m/s","attrs":{"units":"m/s","long_name":"wind_speed","dimensions":"lon - lat time","description":"Wind Speed at 10-m","grid_mapping":"crs","standard_name":"wind_speed","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Wind - Speed at 10-m"},"aet":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_evaporation_amount","dimensions":"lon - lat time","description":"Actual Evapotranspiration","grid_mapping":"crs","standard_name":"water_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Actual - Evapotranspiration"},"def":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_potential_evaporation_amount_minus_water_evaporation_amount","dimensions":"lon - lat time","description":"Climatic Water Deficit","grid_mapping":"crs","standard_name":"water_potential_evaporation_amount_minus_water_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Climatic - Water Deficit"},"pet":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"water_potential_evaporation_amount","dimensions":"lon - lat time","description":"Reference Evapotranspiration","grid_mapping":"crs","standard_name":"water_potential_evaporation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Reference - Evapotranspiration"},"ppt":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"precipitation_amount","dimensions":"lon - lat time","description":"Accumulated Precipitation","grid_mapping":"crs","standard_name":"precipitation_amount","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Accumulated - Precipitation"},"swe":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"liquid_water_content_of_surface_snow","dimensions":"lon - lat time","description":"Snow Water Equivalent at End of Month","grid_mapping":"crs","standard_name":"liquid_water_content_of_surface_snow","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Snow - Water Equivalent at End of Month"},"vap":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"water_vapor_partial_pressure_in_air","dimensions":"lon - lat time","description":"2-m Vapor Pressure","grid_mapping":"crs","standard_name":"water_vapor_partial_pressure_in_air","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"2-m - Vapor Pressure"},"vpd":{"type":"data","unit":"kPa","attrs":{"units":"kPa","long_name":"vapor_pressure_deficit","dimensions":"lon - lat time","description":"Vapor Pressure Deficit","grid_mapping":"crs","standard_name":"vapor_pressure_deficit","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Vapor - Pressure Deficit"},"pdsi":{"type":"data","unit":"unitless","attrs":{"units":"unitless","long_name":"palmer_drought_severity_index","dimensions":"lon - lat time","description":"Palmer Drought Severity Index","grid_mapping":"crs","standard_name":"palmer_drought_severity_index","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Palmer - Drought Severity Index"},"soil":{"type":"data","unit":"mm","attrs":{"units":"mm","long_name":"soil_moisture_content","dimensions":"lon - lat time","description":"Soil Moisture at End of Month","grid_mapping":"crs","standard_name":"soil_moisture_content","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Soil - Moisture at End of Month"},"srad":{"type":"data","unit":"W/m^2","attrs":{"units":"W/m^2","long_name":"downwelling_shortwave_flux_in_air","dimensions":"lon - lat time","description":"Downward Shortwave Radiation Flux at the Surface","grid_mapping":"crs","standard_name":"downwelling_shortwave_flux_in_air","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Downward - Shortwave Radiation Flux at the Surface"},"tmax":{"type":"data","unit":"degC","attrs":{"units":"degC","long_name":"air_temperature","dimensions":"lon - lat time","description":"Maximum 2-m Temperature","grid_mapping":"crs","standard_name":"air_temperature","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Maximum - 2-m Temperature"},"tmin":{"type":"data","unit":"degC","attrs":{"units":"degC","long_name":"air_temperature","dimensions":"lon - lat time","description":"Minimum 2-m Temperature","grid_mapping":"crs","standard_name":"air_temperature","coordinate_system":"WGS84,EPSG:4326"},"shape":[768,4320,8640],"chunks":[12,1024,1024],"dimensions":["time","lat","lon"],"description":"Minimum - 2-m Temperature"}},"msft:container":"cpdata","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[-89.97916666666664,89.97916666666667],"description":"latitude","reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-179.97916666666666,179.97916666666666],"description":"longitude","reference_system":4326},"time":{"type":"temporal","extent":["1958-01-01T00:00:00Z","2021-12-01T00:00:00Z"],"description":"time"}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"High-resolution - global dataset of monthly climate and climatic water balance","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2086' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:49 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181748Z-r159ff9f48bsqs4rhC1YTOhcrc00000004r000000000ey82 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6 - response: - body: - string: "{\"id\":\"nasa-nex-gddp-cmip6\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6\"},{\"rel\":\"license\",\"href\":\"https://pcmdi.llnl.gov/CMIP6/TermsOfUse/TermsOfUse6-1.html\",\"type\":\"text/html\",\"title\":\"CMIP6 - Terms of Use\"},{\"rel\":\"documentation\",\"href\":\"https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf\",\"type\":\"application/pdf\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/nasa-nex-gddp-cmip6\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Earth - Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasa-nex-gddp-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"CESM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CESM2-historical - references\",\"cmip6:model\":\"CESM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"geoparquet-items\":{\"href\":\"abfs://items/nasa-nex-gddp-cmip6.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}},\"MIROC6.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC6_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MIROC6-historical - references\",\"cmip6:model\":\"MIROC6\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"TaiESM1.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/TaiESM1_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"TaiESM1-historical - references\",\"cmip6:model\":\"TaiESM1\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CMCC-ESM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-ESM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CMCC-ESM2-historical - references\",\"cmip6:model\":\"CMCC-ESM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"KIOST-ESM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KIOST-ESM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"KIOST-ESM-historical - references\",\"cmip6:model\":\"KIOST-ESM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"ACCESS-CM2.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/ACCESS-CM2_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"ACCESS-CM2-historical - references\",\"cmip6:model\":\"ACCESS-CM2\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"KACE-1-0-G.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KACE-1-0-G_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"KACE-1-0-G-historical - references\",\"cmip6:model\":\"KACE-1-0-G\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MIROC-ES2L.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC-ES2L_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MIROC-ES2L-historical - references\",\"cmip6:model\":\"MIROC-ES2L\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MRI-ESM2-0.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MRI-ESM2-0_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MRI-ESM2-0-historical - references\",\"cmip6:model\":\"MRI-ESM2-0\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"NorESM2-LM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-LM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"NorESM2-LM-historical - references\",\"cmip6:model\":\"NorESM2-LM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"NorESM2-MM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-MM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"NorESM2-MM-historical - references\",\"cmip6:model\":\"NorESM2-MM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CESM2-WACCM.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2-WACCM_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CESM2-WACCM-historical - references\",\"cmip6:model\":\"CESM2-WACCM\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"UKESM1-0-LL.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/UKESM1-0-LL_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"UKESM1-0-LL-historical - references\",\"cmip6:model\":\"UKESM1-0-LL\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"CMCC-CM2-SR5.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-CM2-SR5_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"CMCC-CM2-SR5-historical - references\",\"cmip6:model\":\"CMCC-CM2-SR5\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"IPSL-CM6A-LR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/IPSL-CM6A-LR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"IPSL-CM6A-LR-historical - references\",\"cmip6:model\":\"IPSL-CM6A-LR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MPI-ESM1-2-HR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-HR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MPI-ESM1-2-HR-historical - references\",\"cmip6:model\":\"MPI-ESM1-2-HR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}},\"MPI-ESM1-2-LR.historical\":{\"href\":\"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-LR_historical.json\",\"type\":\"application/json\",\"roles\":[\"references\"],\"title\":\"MPI-ESM1-2-LR-historical - references\",\"cmip6:model\":\"MPI-ESM1-2-LR\",\"cmip6:scenario\":\"historical\",\"xarray:open_dataset_kwargs\":{\"engine\":\"zarr\",\"backend_kwargs\":{\"chunks\":{},\"consolidated\":false}}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"CMIP6\",\"NASA\",\"Climate\",\"Humidity\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.nasa.gov/nex\",\"name\":\"NASA - NEX\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"cmip6:model\":[\"ACCESS-CM2\",\"ACCESS-ESM1-5\",\"BCC-CSM2-MR\",\"CESM2\",\"CESM2-WACCM\",\"CMCC-CM2-SR5\",\"CMCC-ESM2\",\"CNRM-CM6-1\",\"CNRM-ESM2-1\",\"CanESM5\",\"EC-Earth3\",\"EC-Earth3-Veg-LR\",\"FGOALS-g3\",\"GFDL-CM4\",\"GFDL-CM4_gr2\",\"GFDL-ESM4\",\"GISS-E2-1-G\",\"HadGEM3-GC31-LL\",\"HadGEM3-GC31-MM\",\"IITM-ESM\",\"INM-CM4-8\",\"INM-CM5-0\",\"IPSL-CM6A-LR\",\"KACE-1-0-G\",\"KIOST-ESM\",\"MIROC-ES2L\",\"MIROC6\",\"MPI-ESM1-2-HR\",\"MPI-ESM1-2-LR\",\"MRI-ESM2-0\",\"NESM3\",\"NorESM2-LM\",\"NorESM2-MM\",\"TaiESM1\",\"UKESM1-0-LL\"],\"cmip6:scenario\":[\"historical\",\"ssp245\",\"ssp585\"],\"cmip6:variable\":[\"hurs\",\"huss\",\"pr\",\"rlds\",\"rsds\",\"sfcWind\",\"tas\",\"tasmax\",\"tasmin\"]},\"description\":\"The - NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios - derived from the General Circulation Model (GCM) runs conducted under the - Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the - four \u201CTier 1\u201D greenhouse gas emissions scenarios known as Shared - Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support - of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change - (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP - model runs for which daily scenarios were produced and distributed through - the Earth System Grid Federation. The purpose of this dataset is to provide - a set of global, high resolution, bias-corrected climate change projections - that can be used to evaluate climate change impacts on processes that are - sensitive to finer-scale climate gradients and the effects of local topography - on climate conditions.\\n\\nThe [NASA Center for Climate Simulation](https://www.nccs.nasa.gov/) - maintains the [next-gddp-cmip6 product page](https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6) - where you can find more information about these datasets. Users are encouraged - to review the [technote](https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf), - provided alongside the data set, where more detailed information, references - and acknowledgements can be found.\\n\\nThis collection contains many NetCDF - files. There is one NetCDF file per `(model, scenario, variable, year)` tuple.\\n\\n- - **model** is the name of a modeling group (e.g. \\\"ACCESS-CM-2\\\"). See - the `cmip6:model` summary in the STAC collection for a full list of models.\\n- - **scenario** is one of \\\"historical\\\", \\\"ssp245\\\" or \\\"ssp585\\\".\\n- - **variable** is one of \\\"hurs\\\", \\\"huss\\\", \\\"pr\\\", \\\"rlds\\\", - \\\"rsds\\\", \\\"sfcWind\\\", \\\"tas\\\", \\\"tasmax\\\", \\\"tasmin\\\".\\n- - **year** depends on the value of *scenario*. For \\\"historical\\\", the values - range from 1950 to 2014 (inclusive). For \\\"ssp245\\\" and \\\"ssp585\\\", - the years range from 2015 to 2100 (inclusive).\\n\\nIn addition to the NetCDF - files, we provide some *experimental* **reference files** as collection-level - dataset assets. These are JSON files implementing the [references specification](https://fsspec.github.io/kerchunk/spec.html).\\nThese - files include the positions of data variables within the binary NetCDF files, - which can speed up reading the metadata. See the example notebook for more.\",\"item_assets\":{\"pr\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tas\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily - Near-Surface Air Temperature\",\"description\":\"Daily Near-Surface Air Temperature\"},\"hurs\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Near-Surface - Relative Humidity\",\"description\":\"Near-Surface Relative Humidity\"},\"huss\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Near-Surface - Specific Humidity\",\"description\":\"Near-Surface Specific Humidity\"},\"rlds\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Surface - Downwelling Longwave Radiation\",\"description\":\"Surface Downwelling Longwave - Radiation\"},\"rsds\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Surface - Downwelling Shortwave Radiation\",\"description\":\"Surface Downwelling Shortwave - Radiation\"},\"tasmax\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily - Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface - Air Temperature\"},\"tasmin\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily - Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface - Air Temperature\"},\"sfcWind\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Daily-Mean - Near-Surface Wind Speed\",\"description\":\"Daily-Mean Near-Surface Wind Speed\"}},\"sci:citation\":\"Climate - scenarios used were from the NEX-GDDP-CMIP6 dataset, prepared by the Climate - Analytics Group and NASA Ames Research Center using the NASA Earth Exchange, - and distributed by the NASA Center for Climate Simulation (NCCS).\",\"stac_version\":\"1.0.0\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"kg - m-2 s-1\",\"attrs\":{\"units\":\"kg m-2 s-1\",\"comment\":\"includes both - liquid and solid phases\",\"long_name\":\"Precipitation\",\"cell_methods\":\"area: - time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"precipitation_flux\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Precipitation\"},\"tas\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin\",\"long_name\":\"Daily - Near-Surface Air Temperature\",\"cell_methods\":\"area: mean time: maximum\",\"cell_measures\":\"area: - areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Near-Surface Air Temperature\"},\"hurs\":{\"type\":\"data\",\"unit\":\"%\",\"attrs\":{\"units\":\"%\",\"comment\":\"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.\",\"long_name\":\"Near-Surface Relative Humidity\",\"cell_methods\":\"area: - time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"relative_humidity\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Near-Surface - Relative Humidity\"},\"huss\":{\"type\":\"data\",\"unit\":\"1\",\"attrs\":{\"units\":\"1\",\"comment\":\"Near-surface - (usually, 2 meter) specific humidity.\",\"long_name\":\"Near-Surface Specific - Humidity\",\"cell_methods\":\"area: time: mean\",\"cell_measures\":\"area: - areacella\",\"standard_name\":\"specific_humidity\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Near-Surface - Specific Humidity\"},\"rlds\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"comment\":\"The surface called 'surface' means the lower boundary - of the atmosphere. 'longwave' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean 'net downward'. When thought of - as being incident on a surface, a radiative flux is sometimes called 'irradiance'. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called 'vector irradiance'. In accordance with common - usage in geophysical disciplines, 'flux' implies per unit area, called 'flux - density' in physics.\",\"long_name\":\"Surface Downwelling Longwave Radiation\",\"cell_methods\":\"area: - time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"surface_downwelling_longwave_flux_in_air\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Surface - Downwelling Longwave Radiation\"},\"rsds\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"comment\":\"Surface solar irradiance - for UV calculations.\",\"long_name\":\"Surface Downwelling Shortwave Radiation\",\"cell_methods\":\"area: - time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"surface_downwelling_shortwave_flux_in_air\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Surface - Downwelling Shortwave Radiation\"},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"cell_methods\":\"area: - mean time: maximum\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"cell_methods\":\"area: - mean time: minimum\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"air_temperature\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Minimum Near-Surface Air Temperature\"},\"sfcWind\":{\"type\":\"data\",\"unit\":\"m - s-1\",\"attrs\":{\"units\":\"m s-1\",\"comment\":\"near-surface (usually, - 10 meters) wind speed.\",\"long_name\":\"Daily-Mean Near-Surface Wind Speed\",\"cell_methods\":\"area: - time: mean\",\"cell_measures\":\"area: areacella\",\"standard_name\":\"wind_speed\"},\"shape\":[365,600,1440],\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily-Mean - Near-Surface Wind Speed\"}},\"msft:container\":\"nex-gddp-cmip6\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-59.875,89.875],\"description\":\"latitude\",\"reference_system\":4326},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[0.125,359.875],\"description\":\"longitude\",\"reference_system\":4326},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T00:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/datacube/v2.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"nasagddp\",\"msft:short_description\":[\"Global - downscaled climate scenarios derived from the General Circulation Model conducted - under CMIP6.\"],\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '4047' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:49 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181749Z-174fc647fd5xrjvvhC1YTOvn1c0000000b8g000000002q4y - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr - response: - body: - string: '{"id":"gpm-imerg-hhr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gpm-imerg-hhr"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gpm-imerg-hhr","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"GPM - IMERG","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gpm-imerg-hhr.png","role":["thumbnail"],"type":"image/png","title":"gpm-imerg-hhr - thumbnail"},"zarr-abfs":{"href":"abfs://imerg/gpm-imerg-hhr.zarr","type":"application/vnd+zarr","roles":["data","zarr"],"description":"Azure - Blob File System URI of the gpm-imerg-hhr Zarr Group on Azure Blob Storage - for use with adlfs.","xarray:open_kwargs":{"use_cftime":true,"consolidated":true},"xarray:storage_options":{"account_name":"ai4edataeuwest"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-06-01T00:00:00Z","2021-05-31T23:30:00Z"]]}},"license":"proprietary","sci:doi":"10.5067/GPM/IMERG/3B-HH/06","keywords":["IMERG","GPM","Precipitation"],"providers":[{"url":"https://developmentseed.org/","name":"Development - Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://gpm.nasa.gov/data/directory","name":"NASA","roles":["producer"]}],"description":"The - Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information - from the [GPM satellite constellation](https://gpm.nasa.gov/missions/gpm/constellation) - to estimate precipitation over the majority of the Earth''s surface. This - algorithm is particularly valuable over the majority of the Earth''s surface - that lacks precipitation-measuring instruments on the ground. Now in the latest - Version 06 release of IMERG the algorithm fuses the early precipitation estimates - collected during the operation of the TRMM satellite (2000 - 2015) with more - recent precipitation estimates collected during operation of the GPM satellite - (2014 - present). The longer the record, the more valuable it is, as researchers - and application developers will attest. By being able to compare and contrast - past and present data, researchers are better informed to make climate and - weather models more accurate, better understand normal and extreme rain and - snowfall around the world, and strengthen applications for current and future - disasters, disease, resource management, energy production and food security.\n\nFor - more, see the [IMERG homepage](https://gpm.nasa.gov/data/imerg) The [IMERG - Technical documentation](https://gpm.nasa.gov/sites/default/files/2020-10/IMERG_doc_201006.pdf) - provides more information on the algorithm, input datasets, and output products.","sci:citation":"Huffman, - G.J., E.F. Stocker, D.T. Bolvin, E.J. Nelkin, Jackson Tan (2019), GPM IMERG - Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V06, Greenbelt, - MD, Goddard Earth Sciences Data and Information Services Center (GES DISC)","stac_version":"1.0.0","cube:variables":{"lat_bnds":{"type":"auxiliary","unit":"degrees_north","attrs":{"Units":"degrees_north","units":"degrees_north","coordinates":"lat - latv","DimensionNames":"lat,latv"},"shape":[1800,2],"chunks":[1800,2],"dimensions":["lat","latv"]},"lon_bnds":{"type":"auxiliary","unit":"degrees_east","attrs":{"Units":"degrees_east","units":"degrees_east","coordinates":"lon - lonv","DimensionNames":"lon,lonv"},"shape":[3600,2],"chunks":[3600,2],"dimensions":["lon","lonv"]},"time_bnds":{"type":"auxiliary","attrs":{"Units":"seconds - since 1970-01-01 00:00:00 UTC","coordinates":"time nv","DimensionNames":"time,nv"},"shape":[368160,2],"chunks":[12,2],"dimensions":["time","nv"]},"randomError":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQprecipSource":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQprecipitation":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"IRprecipitation":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationCal":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"HQobservationTime":{"type":"data","attrs":{"Units":"minutes","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationUncal":{"type":"data","unit":"mm/hr","attrs":{"Units":"mm/hr","units":"mm/hr","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"IRkalmanFilterWeight":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"precipitationQualityIndex":{"type":"data","attrs":{"DimensionNames":"time,lon,lat","CodeMissingValue":"-9999.9"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]},"probabilityLiquidPrecipitation":{"type":"data","unit":"percent","attrs":{"Units":"percent","units":"percent","DimensionNames":"time,lon,lat","CodeMissingValue":"-9999"},"shape":[368160,3600,1800],"chunks":[12,3600,1800],"dimensions":["time","lon","lat"]}},"msft:container":"imerg","cube:dimensions":{"lat":{"axis":"y","type":"spatial","extent":[-89.94999694824219,89.94999694824219],"reference_system":4326},"lon":{"axis":"x","type":"spatial","extent":[-179.9499969482422,179.9499969482422],"reference_system":4326},"time":{"step":"P0DT0H30M0S","type":"temporal","extent":["2000-06-01T00:00:00Z","2021-05-31T23:30:00Z"]}},"stac_extensions":["https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"The - Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information - from the GPM satellite constellation to estimate precipitation over the majority - of the Earth''s surface.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2230' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:50 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181749Z-r15d8f49c9bc6q7fhC1YTO63rc000000042g0000000034ay - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters - response: - body: - string: "{\"id\":\"gnatsgo-rasters\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gnatsgo-rasters\"},{\"rel\":\"about\",\"href\":\"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf\",\"type\":\"application/pdf\",\"title\":\"gSSURGO - User Guide\",\"description\":\"User guide for gSSURGO\"},{\"rel\":\"about\",\"href\":\"https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf\",\"type\":\"application/pdf\",\"title\":\"gNATSGO - Overview Slides\",\"description\":\"Slides giving a high level overview of - the gNATSGO dataset\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/publicdomain/zero/1.0/\",\"title\":\"CC0 - 1.0 Universal Public Domain Dedication\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"gNATSGO - Soil Database - Rasters\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-rasters.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"gNATSGO\"},\"geoparquet-items\":{\"href\":\"abfs://items/gnatsgo-rasters.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-170.8513,-14.3799,-169.4152,-14.1432],[138.0315,5.116,163.1902,10.2773],[144.6126,13.2327,144.9658,13.6572],[-159.7909,18.8994,-154.7815,22.2464],[170.969,6.0723,171.9169,8.71933],[145.0127,14.1086,145.9242,18.8172],[130.8048,2.9268,134.9834,8.0947],[157.3678,49.0546,-117.2864,71.4567],[-67.9506,17.014,-64.3973,19.3206],[-127.8881,22.8782,-65.2748,51.6039]]},\"temporal\":{\"interval\":[[\"2020-07-01T00:00:00Z\",\"2020-07-01T00:00:00Z\"]]}},\"license\":\"CC0-1.0\",\"keywords\":[\"Soils\",\"NATSGO\",\"SSURGO\",\"STATSGO2\",\"RSS\",\"USDA\",\"United - States\"],\"providers\":[{\"url\":\"https://www.nrcs.usda.gov/\",\"name\":\"United - States Department of Agriculture, Natural Resources Conservation Service\",\"roles\":[\"licensor\",\"producer\",\"processor\",\"host\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"This - collection contains the raster data for gNATSGO. In order to use the map unit - values contained in the `mukey` raster asset, you'll need to join to tables - represented as Items in the [gNATSGO Tables](https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables) - Collection. Many items have commonly used values encoded in additional raster - assets.\\n\\nThe gridded National Soil Survey Geographic Database (gNATSGO) - is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that - provides complete coverage of the best available soils information for all - areas of the United States and Island Territories. It was created by combining - data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic - Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single - seamless ESRI file geodatabase.\\n\\nSSURGO is the SPSD flagship soils database - that has over 100 years of field-validated detailed soil mapping data. SSURGO - contains soils information for more than 90 percent of the United States and - island territories, but unmapped land remains. STATSGO2 is a general soil - map that has soils data for all of the United States and island territories, - but the data is not as detailed as the SSURGO data. The Raster Soil Surveys - (RSSs) are the next generation soil survey databases developed using advanced - digital soil mapping methods.\\n\\nThe gNATSGO database is composed primarily - of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are - newer product with relatively limited spatial extent. These RSSs were merged - into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent - of RSS is expected to increase in the coming years.\\n\\nSee the [official - documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625)\",\"item_assets\":{\"mukey\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"mukey\",\"description\":\"Map - unit key is the unique identifier of a record in the Mapunit table. Use this - column to join the Component table to the Map Unit table and the Valu1 table - to the MapUnitRaster_10m raster map layer to map valu1 themes.\"},\"aws0_5\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_5\",\"description\":\"Available - water storage estimate (AWS) in a standard zone 1 (0-5 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - layer based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"soc0_5\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_5\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 1 or standard zone 1 - (0-5 cm depth). The concentration of organic carbon present in the soil expressed - in grams C per square meter to a depth of 5 cm. NULL values are presented - where data are incomplete or not available.\"},\"tk0_5a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_5a\",\"description\":\"Thickness - of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed - in cm (weighted average) for the available water storage calculation. NULL - values are presented where data are incomplete or not available.\"},\"tk0_5s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_5s\",\"description\":\"Thickness - of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed - in cm (weighted average) for the Soil Organic Carbon calculation. NULL values - are presented where data are incomplete or not available.\"},\"aws0_20\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_20\",\"description\":\"Available - water storage estimate (AWS) in standard zone 2 (0-20 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - zone based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"aws0_30\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_30\",\"description\":\"Available - water storage estimate (AWS) in standard zone 3 (0-30 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - zone based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"aws5_20\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws5_20\",\"description\":\"Available - water storage estimate (AWS) in standard layer 2 (5-20 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - layer based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"soc0_20\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_20\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard zone 2 (0-20 cm depth). The - concentration of organic carbon present in the soil expressed in grams C per - square meter to a depth of 20 cm. NULL values are presented where data are - incomplete or not available.\"},\"soc0_30\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_30\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard zone 3 (0-30 cm depth). The - concentration of organic carbon present in the soil expressed in grams C per - square meter to a depth of 30 cm. NULL values are presented where data are - incomplete or not available.\"},\"soc5_20\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc5_20\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 2 (5-20 cm depth). The - concentration of organic carbon present in the soil expressed in grams C per - square meter for the 5-20 cm layer. NULL values are presented where data are - incomplete or not available.\"},\"tk0_20a\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_20a\",\"description\":\"Thickness - of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_20s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_20s\",\"description\":\"Thickness - of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_30a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_30a\",\"description\":\"Thickness - of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_30s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_30s\",\"description\":\"Thickness - of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk5_20a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk5_20a\",\"description\":\"Thickness - of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk5_20s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk5_20s\",\"description\":\"Thickness - of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"aws0_100\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_100\",\"description\":\"Available - water storage estimate (AWS) in standard zone 4 (0-100 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - zone based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"aws0_150\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_150\",\"description\":\"Available - water storage estimate (AWS) in standard zone 5 (0-150 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - zone based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"aws0_999\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws0_999\",\"description\":\"Available - water storage estimate (AWS) in total soil profile (0 cm to the reported depth - of the soil profile), expressed in mm. The volume of plant available water - that the soil can store in this layer based on all map unit components (weighted - average). NULL values are presented where data are incomplete or not available.\"},\"aws20_50\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws20_50\",\"description\":\"Available - water storage estimate (AWS) in standard layer 3 (20-50 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - layer based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"droughty\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"droughty\",\"description\":\"zone - for commodity crops that is less than or equal to 6 inches (152 mm) expressed - as \\\"1\\\" for a drought vulnerable soil landscape map unit or \\\"0\\\" - for a non-droughty soil landscape map unit or NULL for miscellaneous areas - (includes water bodies) or where data were not available. It is computed as - a weighted average for major earthy components. Earthy components are those - soil series or higher level taxa components that can support crop growth (Dobos - et al., 2012). Major components are those soil components where the majorcompflag - = 'Yes'\"},\"nccpi3sg\":{\"type\":\"image/tiff; application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3sg\",\"description\":\"National - Commodity Crop Productivity Index for Small Grains (weighted average) for - major earthy components. Values range from .01 (low productivity) to .99 (high - productivity). Earthy components are those soil series or higher level taxa - components that can support crop growth (Dobos et al., 2012). Major components - are those soil components where the majorcompflag = 'Yes' (SSURGO component - table). NULL values are presented where data are incomplete or not available.\"},\"soc0_100\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_100\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard zone 4 (0-100 cm depth). The - concentration of organic carbon present in the soil expressed in grams C per - square meter to a depth of 100 cm. NULL values are presented where data are - incomplete or not available.\"},\"soc0_150\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_150\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard zone 5 (0-150 cm depth). The - concentration of organic carbon present in the soil expressed in grams C per - square meter to a depth of 150 cm. NULL values are presented where data are - incomplete or not available.\"},\"soc0_999\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc0_999\",\"description\":\"Soil - organic carbon stock estimate (SOC) in total soil profile (0 cm to the reported - depth of the soil profile). The concentration of organic carbon present in - the soil expressed in grams C per square meter for the total reported soil - profile depth. NULL values are presented where data are incomplete or not - available.\"},\"soc20_50\":{\"type\":\"image/tiff; application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc20_50\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 3 (20-50 cm depth). - The concentration of organic carbon present in the soil expressed in grams - C per square meter for the 20-50 cm layer. NULL values are presented where - data are incomplete or not available.\"},\"tk0_100a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_100a\",\"description\":\"Thickness - of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_100s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_100s\",\"description\":\"Thickness - of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_150a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_150a\",\"description\":\"Thickness - of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_150s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_150s\",\"description\":\"Thickness - of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk0_999a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_999a\",\"description\":\"Thickness - of soil components used in total soil profile (0 cm to the reported depth - of the soil profile) expressed in cm (weighted average) for the available - water storage calculation. NULL values are presented where data are incomplete - or not available.\"},\"tk0_999s\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk0_999s\",\"description\":\"Thickness - of soil components used in total soil profile (0 cm to the reported depth - of the soil profile) expressed in cm (weighted average) for the Soil Organic - Carbon calculation. NULL values are presented where data are incomplete or - not available.\"},\"tk20_50a\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk20_50a\",\"description\":\"Thickness - of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk20_50s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk20_50s\",\"description\":\"Thickness - of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"aws50_100\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws50_100\",\"description\":\"Available - water storage estimate (AWS) in standard layer 3 (50-100 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - layer based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"musumcpct\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpct\",\"description\":\"The - sum of the comppct_r (SSURGO component table) values for all listed components - in the map unit. Useful metadata information. NULL values are presented where - data are incomplete or not available.\"},\"nccpi3all\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3all\",\"description\":\"National - Commodity Crop Productivity Index that has the highest value among Corn and - Soybeans, Small Grains, or Cotton (weighted average) for major earthy components. - Values range from .01 (low productivity) to .99 (high productivity). Earthy - components are those soil series or higher level taxa components that can - support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"nccpi3cot\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3cot\",\"description\":\"National - Commodity Crop Productivity Index for Cotton (weighted average) for major - earthy components. Values range from .01 (low productivity) to .99 (high productivity). - Earthy components are those soil series or higher level taxa components that - can support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"nccpi3soy\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3soy\",\"description\":\"National - Commodity Crop Productivity Index for Soybeans (weighted average) for major - earthy components. Values range from .01 (low productivity) to .99 (high productivity). - Earthy components are those soil series or higher level taxa components that - can support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"pwsl1pomu\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"pwsl1pomu\",\"description\":\"Potential - Wetland Soil Landscapes (PWSL) is expressed as the percentage of the map unit - that meets the PWSL criteria. The hydric rating (soil component variable \u201Chydricrating\u201D) - is an indicator of wet soils. For version 1 (pwsl1), those soil components - that meet the following criteria are tagged as PWSL and their comppct_r values - are summed for each map unit. Soil components with hydricrating = 'YES' are - considered PWSL. Soil components with hydricrating = \u201CNO\u201D are not - PWSL. Soil components with hydricrating = 'UNRANKED' are tested using other - attributes, and will be considered PWSL if any of the following conditions - are met: drainagecl = 'Poorly drained' or 'Very poorly drained' or the localphase - or the otherph data fields contain any of the phrases \\\"drained\\\" or \\\"undrained\\\" - or \\\"channeled\\\" or \\\"protected\\\" or \\\"ponded\\\" or \\\"flooded\\\". - If these criteria do not determine the PWSL for a component and hydricrating - = 'UNRANKED', then the map unit will be classified as PWSL if the map unit - name contains any of the phrases \\\"drained\\\" or \\\"undrained\\\" or \\\"channeled\\\" - or \\\"protected\\\" or \\\"ponded\\\" or \\\"flooded\\\". For version 1 (pwsl1), - waterbodies are identified as \\\"999\\\" when map unit names match a list - of terms that identify water or intermittent water or map units have a sum - of the comppct_r for \\\"Water\\\" that is 80% or greater. NULL values are - presented where data are incomplete or not available.\"},\"rootznaws\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"rootznaws\",\"description\":\"Root - zone (commodity crop) available water storage estimate (RZAWS) , expressed - in mm, is the volume of plant available water that the soil can store within - the root zone based on all map unit earthy major components (weighted average). - Earthy components are those soil series or higher level taxa components that - can support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"rootznemc\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"rootznemc\",\"description\":\"Root - zone depth is the depth within the soil profile that commodity crop (cc) roots - can effectively extract water and nutrients for growth. Root zone depth influences - soil productivity significantly. Soil component horizon criteria for root-limiting - depth include: presence of hard bedrock, soft bedrock, a fragipan, a duripan, - sulfuric material, a dense layer, a layer having a pH of less than 3.5, or - a layer having an electrical conductivity of more than 12 within the component - soil profile. If no root-restricting zone is identified, a depth of 150 cm - is used to approximate the root zone depth (Dobos et al., 2012). Root zone - depth is computed for all map unit major earthy components (weighted average). - Earthy components are those soil series or higher level taxa components that - can support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"soc50_100\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc50_100\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 4 (50-100 cm depth). - The concentration of organic carbon present in the soil expressed in grams - C per square meter for the 50-100 cm layer. NULL values are presented where - data are incomplete or not available.\"},\"tk50_100a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk50_100a\",\"description\":\"Thickness - of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk50_100s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk50_100s\",\"description\":\"Thickness - of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"aws100_150\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws100_150\",\"description\":\"Available - water storage estimate (AWS) in standard layer 5 (100-150 cm depth), expressed - in mm. The volume of plant available water that the soil can store in this - layer based on all map unit components (weighted average). NULL values are - presented where data are incomplete or not available.\"},\"aws150_999\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"aws150_999\",\"description\":\"Available - water storage estimate (AWS) in standard layer 6 (150 cm to the reported depth - of the soil profile), expressed in mm. The volume of plant available water - that the soil can store in this layer based on all map unit components (weighted - average). NULL values are presented where data are incomplete or not available.\"},\"musumcpcta\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpcta\",\"description\":\"The - sum of the comppct_r (SSURGO component table) values used in the available - water storage calculation for the map unit. Useful metadata information. NULL - values are presented where data are incomplete or not available.\"},\"musumcpcts\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"musumcpcts\",\"description\":\"The - sum of the comppct_r (SSURGO component table) values used in the soil organic - carbon calculation for the map unit. Useful metadata information. NULL values - are presented where data are incomplete or not available.\"},\"nccpi3corn\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"nccpi3corn\",\"description\":\"National - Commodity Crop Productivity Index for Corn (weighted average) for major earthy - components. Values range from .01 (low productivity) to .99 (high productivity). - Earthy components are those soil series or higher level taxa components that - can support crop growth (Dobos et al., 2012). Major components are those soil - components where the majorcompflag = 'Yes' (SSURGO component table). NULL - values are presented where data are incomplete or not available.\"},\"pctearthmc\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"pctearthmc\",\"description\":\"The - National Commodity Crop Productivity Index map unit percent earthy is the - map unit summed comppct_r for major earthy components. Earthy components are - those soil series or higher level taxa components that can support crop growth - (Dobos et al., 2012). Major components are those soil components where the - majorcompflag = 'Yes' (SSURGO component table). Useful metadata information. - NULL values are presented where data are incomplete or not available.\"},\"soc100_150\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc100_150\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 5 (100-150 cm depth). - The concentration of organic carbon present in the soil expressed in grams - C per square meter for the 100-150 cm layer. NULL values are presented where - data are incomplete or not available.\"},\"soc150_999\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"soc150_999\",\"description\":\"Soil - organic carbon stock estimate (SOC) in standard layer 6 (150 cm to the reported - depth of the soil profile). The concentration of organic carbon present in - the soil expressed in grams C per square meter for the 150 cm and greater - depth layer. NULL values are presented where data are incomplete or not available.\"},\"tk100_150a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk100_150a\",\"description\":\"Thickness - of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted - average) for the available water storage calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk100_150s\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk100_150s\",\"description\":\"Thickness - of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted - average) for the Soil Organic Carbon calculation. NULL values are presented - where data are incomplete or not available.\"},\"tk150_999a\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk150_999a\",\"description\":\"Thickness - of soil components used in standard layer 6 (150 cm to the reported depth - of the soil profile) expressed in cm (weighted average) for the available - water storage calculation. NULL values are presented where data are incomplete - or not available.\"},\"tk150_999s\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"tk150_999s\",\"description\":\"Thickness - of soil components used in standard layer 6 (150 cm to the reported depth - of the soil profile) expressed in cm (weighted average) for the Soil Organic - Carbon calculation. NULL values are presented where data are incomplete or - not available.\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"gnatsgo\",\"msft:container\":\"gnatsgo-stac\",\"stac_extensions\":[\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"soils\",\"msft:short_description\":\"Raster - data for the gridded National Soil Survey Geographic Database (gNATSGO), a - USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides - complete coverage of the best available soils information for all areas of - the United States and Island Territories.\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '4724' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:50 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181750Z-r15d8f49c9bfx6dchC1YTO08840000000ak0000000002ws3 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag - response: - body: - string: '{"id":"3dep-lidar-hag","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-hag"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-hag","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Height above Ground","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hag-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-hag.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Elevation"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - COG type is generated using the Z dimension of the [COPC data](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc) - data and removes noise, water, and using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) - followed by [pdal.filters.hag_nn](https://pdal.io/stages/filters.hag_nn.html#filters-hag-nn).\n\nThe - Height Above Ground Nearest Neighbor filter takes as input a point cloud with - Classification set to 2 for ground points. It creates a new dimension, HeightAboveGround, - that contains the normalized height values.\n\nGround points may be generated - with [`pdal.filters.pmf`](https://pdal.io/stages/filters.pmf.html#filters-pmf) - or [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf), - but you can use any method you choose, as long as the ground returns are marked.\n\nNormalized - heights are a commonly used attribute of point cloud data. This can also be - referred to as height above ground (HAG) or above ground level (AGL) heights. - In the end, it is simply a measure of a point''s relative height as opposed - to its raw elevation value.\n\nThe filter finds the number of ground points - nearest to the non-ground point under consideration. It calculates an average - ground height weighted by the distance of each ground point from the non-ground - point. The HeightAboveGround is the difference between the Z value of the - non-ground point and the interpolated ground height.\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"HeightAboveGround","unit":"metre","sampling":"point","data_type":"float32","description":"Raster - for Height Above Ground (HAG)"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Height Above Ground (HAG or Elevation) Cloud Optimized - Geotiffs (COGs). All USGS HAG COG STAC items will be associated with this - STAC collection.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1825' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:51 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181750Z-174fc647fd57r747hC1YTOhrns0000000340000000004nzf - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02 - response: - body: - string: "{\"id\":\"io-lulc-annual-v02\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-annual-v02\"},{\"rel\":\"related\",\"href\":\"https://livingatlas.arcgis.com/landcover/\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC - BY 4.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/io-lulc-annual-v02\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"10m - Annual Land Use Land Cover (9-class) V2\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-annual-v02.png\",\"title\":\"10m - Annual Land Use Land Cover (9-class)\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/io-lulc-annual-v02.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2017-01-01T00:00:00Z\",\"2024-01-01T00:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"Global\",\"Land - Cover\",\"Land Use\",\"Sentinel\"],\"providers\":[{\"url\":\"https://www.esri.com/\",\"name\":\"Esri\",\"roles\":[\"licensor\"]},{\"url\":\"https://www.impactobservatory.com/\",\"name\":\"Impact - Observatory\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"raster:bands\":[{\"nodata\":0,\"spatial_resolution\":10}]},\"description\":\"Time - series of annual global maps of land use and land cover (LULC). It currently - has data from 2017-2023. The maps are derived from ESA Sentinel-2 imagery - at 10m resolution. Each map is a composite of LULC predictions for 9 classes - throughout the year in order to generate a representative snapshot of each - year.\\n\\nThis dataset, produced by [Impact Observatory](http://impactobservatory.com/), - Microsoft, and Esri, displays a global map of land use and land cover (LULC) - derived from ESA Sentinel-2 imagery at 10 meter resolution for the years 2017 - - 2023. Each map is a composite of LULC predictions for 9 classes throughout - the year in order to generate a representative snapshot of each year. This - dataset was generated by Impact Observatory, which used billions of human-labeled - pixels (curated by the National Geographic Society) to train a deep learning - model for land classification. Each global map was produced by applying this - model to the Sentinel-2 annual scene collections from the Mircosoft Planetary - Computer. Each of the maps has an assessed average accuracy of over 75%.\\n\\nThese - maps have been improved from Impact Observatory\u2019s [previous release](https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class) - and provide a relative reduction in the amount of anomalous change between - classes, particularly between \u201CBare\u201D and any of the vegetative classes - \u201CTrees,\u201D \u201CCrops,\u201D \u201CFlooded Vegetation,\u201D and - \u201CRangeland\u201D. This updated time series of annual global maps is also - re-aligned to match the ESA UTM tiling grid for Sentinel-2 imagery.\\n\\nAll - years are available under a Creative Commons BY-4.0.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Global - land cover data\",\"file:values\":[{\"values\":[0],\"summary\":\"No Data\"},{\"values\":[1],\"summary\":\"Water\"},{\"values\":[2],\"summary\":\"Trees\"},{\"values\":[4],\"summary\":\"Flooded - vegetation\"},{\"values\":[5],\"summary\":\"Crops\"},{\"values\":[7],\"summary\":\"Built - area\"},{\"values\":[8],\"summary\":\"Bare ground\"},{\"values\":[9],\"summary\":\"Snow/ice\"},{\"values\":[10],\"summary\":\"Clouds\"},{\"values\":[11],\"summary\":\"Rangeland\"}]}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"io-land-cover\",\"msft:container\":\"io-lulc\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.0.0/schema.json\",\"https://stac-extensions.github.io/label/v1.0.0/schema.json\",\"https://stac-extensions.github.io/file/v2.1.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"Global - land cover information with 9 classes for 2017-2023 at 10m resolution\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1831' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:51 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181751Z-r15d8f49c9bgxhmmhC1YTO1n240000000as0000000004gyx - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi - response: - body: - string: "{\"id\":\"goes-cmi\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-cmi\"},{\"rel\":\"license\",\"href\":\"https://www.nesdisia.noaa.gov/policy.html\",\"title\":\"Public - Domain\"},{\"rel\":\"preview\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/collection/map?collection=goes-cmi\",\"title\":\"Map - of collection mosaic\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/goes-cmi\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"GOES-R - Cloud & Moisture Imagery\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-cmi-thumb.png\",\"title\":\"GOES - CMIP\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/goes-cmi.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"W-MON\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}},\"tilejson\":{\"title\":\"Mosaic - TileJSON with default rendering\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/collection/tilejson.json?collection=goes-cmi&expression=C02_2km_wm%3B0.45%2AC02_2km_wm%2B0.1%2AC03_2km_wm%2B0.45%2AC01_2km_wm%3BC01_2km_wm&nodata=-1&rescale=1%2C1000&color_formula=Gamma+RGB+2.5+Saturation+1.4+Sigmoidal+RGB+2+0.7&asset_as_band=True&resampling=bilinear&format=png\",\"type\":\"application/json\",\"roles\":[\"tiles\"]}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-81.33,6.3,81.33],[141.7,-81.33,180.0,81.33]]},\"temporal\":{\"interval\":[[\"2017-02-28T00:16:52Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"GOES\",\"NOAA\",\"NASA\",\"Satellite\",\"Cloud\",\"Moisture\"],\"providers\":[{\"url\":\"https://www.nasa.gov/content/goes\",\"name\":\"NASA\",\"roles\":[\"producer\"]},{\"url\":\"https://www.goes-r.gov/\",\"name\":\"NOAA\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"platform\":[\"GOES-16\",\"GOES-17\",\"GOES-18\",\"GOES-19\"],\"goes:mode\":[\"3\",\"4\",\"6\"],\"instruments\":[\"ABI\"],\"goes:image-type\":[\"FULL - DISK\",\"CONUS\",\"MESOSCALE\"],\"goes:processing-level\":[\"L2\"]},\"description\":\"The - GOES-R Advanced Baseline Imager (ABI) L2 Cloud and Moisture Imagery product - provides 16 reflective and emissive bands at high temporal cadence over the - Western Hemisphere.\\n\\nThe GOES-R series is the latest in the Geostationary - Operational Environmental Satellites (GOES) program, which has been operated - in a collaborative effort by NOAA and NASA since 1975. The operational GOES-R - Satellites, GOES-16, GOES-17, and GOES-18, capture 16-band imagery from geostationary - orbits over the Western Hemisphere via the Advance Baseline Imager (ABI) radiometer. - The ABI captures 2 visible, 4 near-infrared, and 10 infrared channels at resolutions - between 0.5km and 2km.\\n\\n### Geographic coverage\\n\\nThe ABI captures - three levels of coverage, each at a different temporal cadence depending on - the modes described below. The geographic coverage for each image is described - by the `goes:image-type` STAC Item property.\\n\\n- _FULL DISK_: a circular - image depicting nearly full coverage of the Western Hemisphere.\\n- _CONUS_: - a 3,000 (lat) by 5,000 (lon) km rectangular image depicting the Continental - U.S. (GOES-16) or the Pacific Ocean including Hawaii (GOES-17).\\n- _MESOSCALE_: - a 1,000 by 1,000 km rectangular image. GOES-16 and 17 both alternate between - two different mesoscale geographic regions.\\n\\n### Modes\\n\\nThere are - three standard scanning modes for the ABI instrument: Mode 3, Mode 4, and - Mode 6.\\n\\n- Mode _3_ consists of one observation of the full disk scene - of the Earth, three observations of the continental United States (CONUS), - and thirty observations for each of two distinct mesoscale views every fifteen - minutes.\\n- Mode _4_ consists of the observation of the full disk scene every - five minutes.\\n- Mode _6_ consists of one observation of the full disk scene - of the Earth, two observations of the continental United States (CONUS), and - twenty observations for each of two distinct mesoscale views every ten minutes.\\n\\nThe - mode that each image was captured with is described by the `goes:mode` STAC - Item property.\\n\\nSee this [ABI Scan Mode Demonstration](https://youtu.be/_c5H6R-M0s8) - video for an idea of how the ABI scans multiple geographic regions over time.\\n\\n### - Cloud and Moisture Imagery\\n\\nThe Cloud and Moisture Imagery product contains - one or more images with pixel values identifying \\\"brightness values\\\" - that are scaled to support visual analysis. Cloud and Moisture Imagery product - (CMIP) files are generated for each of the sixteen ABI reflective and emissive - bands. In addition, there is a multi-band product file that includes the imagery - at all bands (MCMIP).\\n\\nThe Planetary Computer STAC Collection `goes-cmi` - captures both the CMIP and MCMIP product files into individual STAC Items - for each observation from a GOES-R satellite. It contains the original CMIP - and MCMIP NetCDF files, as well as cloud-optimized GeoTIFF (COG) exports of - the data from each MCMIP band (2km); the full-resolution CMIP band for bands - 1, 2, 3, and 5; and a Web Mercator COG of bands 1, 2 and 3, which are useful - for rendering.\\n\\nThis product is not in a standard coordinate reference - system (CRS), which can cause issues with some tooling that does not handle - non-standard large geographic regions.\\n\\n### For more information\\n- [Beginner\u2019s - Guide to GOES-R Series Data](https://www.goes-r.gov/downloads/resources/documents/Beginners_Guide_to_GOES-R_Series_Data.pdf)\\n- - [GOES-R Series Product Definition and Users\u2019 Guide: Volume 5 (Level 2A+ - Products)](https://www.goes-r.gov/products/docs/PUG-L2+-vol5.pdf) ([Spanish - verison](https://github.com/NOAA-Big-Data-Program/bdp-data-docs/raw/main/GOES/QuickGuides/Spanish/Guia%20introductoria%20para%20datos%20de%20la%20serie%20GOES-R%20V1.1%20FINAL2%20-%20Copy.pdf))\\n\\n\",\"item_assets\":{\"C01_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 01 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI - Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, - coastal water mapping\",\"center_wavelength\":0.47}]},\"C01_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 01\",\"eo:bands\":[{\"name\":\"ABI Band - 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, - coastal water mapping\",\"center_wavelength\":0.47}]},\"C02_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 02\",\"eo:bands\":[{\"name\":\"ABI Band - 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, - winds\",\"center_wavelength\":0.64}]},\"C03_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 03 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI - Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn - scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C03_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 03\",\"eo:bands\":[{\"name\":\"ABI Band - 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn scar, - aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C04_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 04\",\"eo:bands\":[{\"name\":\"ABI Band - 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38}]},\"C05_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 05 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI - Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase - and particle size, snow\",\"center_wavelength\":1.61}]},\"C05_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 05\",\"eo:bands\":[{\"name\":\"ABI Band - 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase and - particle size, snow\",\"center_wavelength\":1.61}]},\"C06_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 06\",\"eo:bands\":[{\"name\":\"ABI Band - 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud properties, - particle size, vegetation, snow\",\"center_wavelength\":2.25}]},\"C07_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 07\",\"eo:bands\":[{\"name\":\"ABI - Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89}]},\"C08_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 08\",\"eo:bands\":[{\"name\":\"ABI - Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17}]},\"C09_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 09\",\"eo:bands\":[{\"name\":\"ABI - Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93}]},\"C10_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 10\",\"eo:bands\":[{\"name\":\"ABI - Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34}]},\"C11_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 11\",\"eo:bands\":[{\"name\":\"ABI - Band 11\",\"description\":\"Total water for stability, cloud phase, dust, - silicon dioxide, rainfall\",\"center_wavelength\":8.44}]},\"C12_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 12\",\"eo:bands\":[{\"name\":\"ABI - Band 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61}]},\"C13_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 13\",\"eo:bands\":[{\"name\":\"ABI - Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33}]},\"C14_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 14\",\"eo:bands\":[{\"name\":\"ABI - Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19}]},\"C15_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 15\",\"eo:bands\":[{\"name\":\"ABI - Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27}]},\"C16_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery brightness temperature at top of atmosphere - Band 16\",\"eo:bands\":[{\"name\":\"ABI - Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}]},\"MCMIP-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery - Multiband\",\"eo:bands\":[{\"name\":\"ABI Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime - aerosol over land, coastal water mapping\",\"center_wavelength\":0.47},{\"name\":\"ABI - Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, - winds\",\"center_wavelength\":0.64},{\"name\":\"ABI Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime - vegetation, burn scar, aerosol over water, winds\",\"center_wavelength\":0.87},{\"name\":\"ABI - Band 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38},{\"name\":\"ABI - Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase - and particle size, snow\",\"center_wavelength\":1.61},{\"name\":\"ABI Band - 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud properties, - particle size, vegetation, snow\",\"center_wavelength\":2.25},{\"name\":\"ABI - Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89},{\"name\":\"ABI - Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17},{\"name\":\"ABI - Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93},{\"name\":\"ABI - Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34},{\"name\":\"ABI - Band 11\",\"description\":\"Total water for stability, cloud phase, dust, - silicon dioxide, rainfall\",\"center_wavelength\":8.44},{\"name\":\"ABI Band - 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61},{\"name\":\"ABI - Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33},{\"name\":\"ABI - Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19},{\"name\":\"ABI - Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27},{\"name\":\"ABI - Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}],\"description\":\"The - Cloud and Moisture Imagery product contains one or more Earth-view images - with pixel values identifying 'brightness values' that are scaled to support - visual analysis.\"},\"C02_0.5km\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 02 (full resolution)\",\"eo:bands\":[{\"name\":\"ABI - Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, - winds\",\"center_wavelength\":0.64}]},\"C01_2km_wm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 01, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI - Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, - coastal water mapping\",\"center_wavelength\":0.47}]},\"C02_2km_wm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 02, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI - Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, - winds\",\"center_wavelength\":0.64}]},\"C03_2km_wm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery reflectance factor - Band 03, Web Mercator\",\"eo:bands\":[{\"name\":\"ABI - Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn - scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"C01_DQF_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud - and Moisture Imagery data quality flags - Band 01 (full resolution)\"},\"C01_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 01\"},\"C02_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 02\"},\"C03_DQF_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud - and Moisture Imagery data quality flags - Band 03 (full resolution)\"},\"C03_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 03\"},\"C04_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 04\"},\"C05_DQF_1km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud - and Moisture Imagery data quality flags - Band 05 (full resolution)\"},\"C05_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 05\"},\"C06_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 06\"},\"C07_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 07\"},\"C08_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 08\"},\"C09_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 09\"},\"C10_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 10\"},\"C11_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 11\"},\"C12_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 12\"},\"C13_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 13\"},\"C14_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 14\"},\"C15_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 15\"},\"C16_DQF_2km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"title\":\"Cloud and Moisture - Imagery data quality flags - Band 16\"},\"CMIP_C01-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 01\",\"eo:bands\":[{\"name\":\"ABI - Band 1\",\"common_name\":\"blue\",\"description\":\"Daytime aerosol over land, - coastal water mapping\",\"center_wavelength\":0.47}]},\"CMIP_C02-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 02\",\"eo:bands\":[{\"name\":\"ABI - Band 2\",\"common_name\":\"red\",\"description\":\"Daytime clouds, fog, insolation, - winds\",\"center_wavelength\":0.64}]},\"CMIP_C03-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 03\",\"eo:bands\":[{\"name\":\"ABI - Band 3\",\"common_name\":\"nir09\",\"description\":\"Daytime vegetation, burn - scar, aerosol over water, winds\",\"center_wavelength\":0.87}]},\"CMIP_C04-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 04\",\"eo:bands\":[{\"name\":\"ABI - Band 4\",\"common_name\":\"cirrus\",\"description\":\"Daytime cirrus cloud\",\"center_wavelength\":1.38}]},\"CMIP_C05-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 05\",\"eo:bands\":[{\"name\":\"ABI - Band 5\",\"common_name\":\"swir16\",\"description\":\"Daytime cloud-top phase - and particle size, snow\",\"center_wavelength\":1.61}]},\"CMIP_C06-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery reflectance factor - Band 06\",\"eo:bands\":[{\"name\":\"ABI - Band 6\",\"common_name\":\"swir22\",\"description\":\"Daytime land, cloud - properties, particle size, vegetation, snow\",\"center_wavelength\":2.25}]},\"CMIP_C07-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 07\",\"eo:bands\":[{\"name\":\"ABI - Band 7\",\"description\":\"Surface and cloud, fog at night, fire, winds\",\"center_wavelength\":3.89}]},\"CMIP_C08-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 08\",\"eo:bands\":[{\"name\":\"ABI - Band 8\",\"description\":\"High-level atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.17}]},\"CMIP_C09-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 09\",\"eo:bands\":[{\"name\":\"ABI - Band 9\",\"description\":\"Midlevel atmospheric water vapor, winds, rainfall\",\"center_wavelength\":6.93}]},\"CMIP_C10-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 10\",\"eo:bands\":[{\"name\":\"ABI - Band 10\",\"description\":\"Lower-level water vapor, winds, and silicon dioxide\",\"center_wavelength\":7.34}]},\"CMIP_C11-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 11\",\"eo:bands\":[{\"name\":\"ABI - Band 11\",\"description\":\"Total water for stability, cloud phase, dust, - silicon dioxide, rainfall\",\"center_wavelength\":8.44}]},\"CMIP_C12-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 12\",\"eo:bands\":[{\"name\":\"ABI - Band 12\",\"description\":\"Total ozone, turbulence, winds\",\"center_wavelength\":9.61}]},\"CMIP_C13-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 13\",\"eo:bands\":[{\"name\":\"ABI - Band 13\",\"description\":\"Surface and clouds\",\"center_wavelength\":10.33}]},\"CMIP_C14-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 14\",\"eo:bands\":[{\"name\":\"ABI - Band 14\",\"description\":\"Imagery, sea surface temperature, clouds, rainfall\",\"center_wavelength\":11.19}]},\"CMIP_C15-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 15\",\"eo:bands\":[{\"name\":\"ABI - Band 15\",\"description\":\"Total water, volcanic ash, sea surface temperature\",\"center_wavelength\":12.27}]},\"CMIP_C16-nc\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"],\"title\":\"Cloud - and Moisture Imagery brightness temperature at top of atmosphere - Band 16\",\"eo:bands\":[{\"name\":\"ABI - Band 16\",\"description\":\"Air temperature, cloud heights\",\"center_wavelength\":13.27}]},\"C02_DQF_0.5km\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"quality-mask\"],\"title\":\"Cloud - and Moisture Imagery data quality flags - Band 02 (full resolution)\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"goes\",\"msft:container\":\"noaa-goes-cogs\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"goeseuwest\",\"msft:short_description\":\"High - temporal cadence cloud and moisture imagery over the Western Hemisphere from - the Advanced Baseline Imager (ABI) instrument.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '4058' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:52 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181751Z-174fc647fd5tfd8ghC1YTOnp1c0000000330000000003k3m - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404 - response: - body: - string: "{\"id\":\"conus404\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/conus404\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-21-0326.1\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.5066/P9PHPK4F\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.5065/ZYY0-Y036\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative - Commons Attribution 4.0 International\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/conus404\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CONUS404\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/conus404-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"CONUS404 - Thumbnail\"},\"zarr-abfs\":{\"href\":\"az://noaa/conus404.zarr\",\"type\":\"application/vnd+zarr\",\"roles\":[\"data\",\"zarr\",\"abfs\"],\"title\":\"CONUS404 - Zarr root\",\"description\":\"Azure Blob File Syustem URI of the Zarr store - for the CONUS404 dataset.\",\"xarray:open_kwargs\":{\"consolidated\":true},\"xarray:storage_options\":{\"account_name\":\"azureopendatastorage\"}},\"zarr-https\":{\"href\":\"https://azureopendatastorage.blob.core.windows.net/noaa/conus404.zarr\",\"type\":\"application/vnd+zarr\",\"roles\":[\"data\",\"zarr\",\"https\"],\"title\":\"CONUS404 - Zarr root\",\"description\":\"HTTPS URI of the Zarr store for the CONUS404 - dataset.\",\"xarray:open_kwargs\":{\"consolidated\":true}}},\"extent\":{\"spatial\":{\"bbox\":[[-137.873,17.631,-58.463,56.704]]},\"temporal\":{\"interval\":[[\"1979-10-01T00:00:00Z\",\"2022-09-30T23:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"sci:doi\":\"10.1175/BAMS-D-21-0326.1\",\"keywords\":[\"CONUS404\",\"Hydroclimate\",\"Hydrology\",\"Inland - Waters\",\"Precipitation\",\"Weather\",\"Climate\"],\"providers\":[{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]},{\"url\":\"https://doi.org/10.5066/P9PHPK4F\",\"name\":\"USGS\",\"roles\":[\"producer\"]},{\"url\":\"https://doi.org/10.5065/ZYY0-Y036\",\"name\":\"NCAR\",\"roles\":[\"producer\"]}],\"description\":\"[CONUS404](https://www.usgs.gov/data/conus404-four-kilometer-long-term-regional-hydroclimate-reanalysis-over-conterminous-united) - is a unique, high-resolution hydro-climate dataset appropriate for forcing - hydrological models and conducting meteorological analysis over the conterminous - United States. CONUS404, so named because it covers the CONterminous United - States for over 40 years at 4 km resolution, was produced by the Weather Research - and Forecasting (WRF) model simulations run by NCAR as part of a collaboration - with the USGS Water Mission Area. The CONUS404 includes 42 years of data (water - years 1980-2021) and the spatial domain extends beyond the CONUS into Canada - and Mexico, thereby capturing transboundary river basins and covering all - contributing areas for CONUS surface waters.\\n\\nThe CONUS404 dataset, produced - using WRF version 3.9.1.1, is the successor to the CONUS1 dataset in [ds612.0](https://rda.ucar.edu/datasets/ds612.0/) - (Liu, et al., 2017) with improved representation of weather and climate conditions - in the central United States due to the addition of a shallow groundwater - module and several other improvements in the NOAH-Multiparameterization land - surface model. It also uses a more up-to-date and higher-resolution reanalysis - dataset (ERA5) as input and covers a longer period than CONUS1.\",\"msft:region\":\"eastus\",\"sci:citation\":\"Rasmussen, - R. M., Chen, F., Liu, C.H., Ikeda, K., Prein, A., Kim, J., Schneider, T., - Dai, A., Gochis, D., Dugger, A., Zhang, Y., Jaye, A., Dudhia, J., He, C., - Harrold, M., Xue, L., Chen, S., Newman, A., Dougherty, E., Abolafia-Rosenzweig, - R., Lybarger, N. D., Viger, R., Lesmes, D., Skalak, K., Brakebill, J., Cline, - D., Dunne, K., Rasmussen, K., & Miguez-Macho, G. (2023). CONUS404: The NCAR\u2013USGS - 4-km Long-Term Regional Hydroclimate Reanalysis over the CONUS. Bulletin of - the American Meteorological Society, 104(8), E1382-E1408. https://doi.org/10.1175/BAMS-D-21-0326.1\",\"stac_version\":\"1.0.0\",\"cube:variables\":{\"P\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"Total - pressure (P0 + PB)\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Total - pressure (P0 + PB)\"},\"U\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m - s-1\",\"stagger\":\"X\",\"description\":\"U-component of wind with respect - to model grid\"},\"shape\":[376944,50,1015,1368],\"chunks\":[1,1,1015,1368],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east_stag\"],\"description\":\"U-component - of wind with respect to model grid\"},\"V\":{\"type\":\"data\",\"unit\":\"m - s-1\",\"attrs\":{\"units\":\"m s-1\",\"stagger\":\"Y\",\"description\":\"V-component - of wind with respect to model grid\"},\"shape\":[376944,50,1016,1367],\"chunks\":[1,1,1016,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north_stag\",\"west_east\"],\"description\":\"V-component - of wind with respect to model grid\"},\"W\":{\"type\":\"data\",\"unit\":\"m - s-1\",\"attrs\":{\"units\":\"m s-1\",\"stagger\":\"Z\",\"description\":\"W-component - of wind\"},\"shape\":[376944,51,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top_stag\",\"south_north\",\"west_east\"],\"description\":\"W-component - of wind\"},\"Z\":{\"type\":\"data\",\"unit\":\"m2 s-2\",\"attrs\":{\"units\":\"m2 - s-2\",\"stagger\":\"Z\",\"description\":\"Geopotential height (PH + PHB)/9.81\"},\"shape\":[376944,51,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top_stag\",\"south_north\",\"west_east\"],\"description\":\"Geopotential - height (PH + PHB)/9.81\"},\"LH\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"LATENT HEAT FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"LATENT - HEAT FLUX AT THE SURFACE\"},\"MU\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"dry - airmass in column (MU+MUB)\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"dry - airmass in column (MU+MUB)\"},\"Q2\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"long_name\":\"Water vapor mixing ratio at 2 meters\",\"description\":\"QV - at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"QV - at 2 M\"},\"SR\":{\"type\":\"data\",\"unit\":\"-\",\"attrs\":{\"units\":\"-\",\"stagger\":\"\",\"description\":\"fraction - of frozen precipitation\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"fraction - of frozen precipitation\"},\"T2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"TEMP - at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TEMP - at 2 M\"},\"TG\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"bulk - ground temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"bulk - ground temperature\"},\"TK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"Air - Temperature\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Air - Temperature\"},\"TV\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"vegetation - leaf temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"vegetation - leaf temperature\"},\"GLW\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"DOWNWARD LONG WAVE FLUX AT GROUND - SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"DOWNWARD - LONG WAVE FLUX AT GROUND SURFACE\"},\"HFX\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"UPWARD - HEAT FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"UPWARD - HEAT FLUX AT THE SURFACE\"},\"LAI\":{\"type\":\"data\",\"unit\":\"m-2/m-2\",\"attrs\":{\"units\":\"m-2/m-2\",\"stagger\":\"\",\"description\":\"LEAF - AREA INDEX\",\"number_of_significant_digits\":3},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"LEAF - AREA INDEX\"},\"OLR\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"TOA OUTGOING LONG WAVE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TOA - OUTGOING LONG WAVE\"},\"QFX\":{\"type\":\"data\",\"unit\":\"kg m-2 s-1\",\"attrs\":{\"units\":\"kg - m-2 s-1\",\"stagger\":\"\",\"description\":\"UPWARD MOISTURE FLUX AT THE SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"UPWARD - MOISTURE FLUX AT THE SURFACE\"},\"SST\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SEA - SURFACE TEMPERATURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SEA - SURFACE TEMPERATURE\"},\"TD2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"2-m - dewpoint temperature\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"2-m - dewpoint temperature\"},\"TH2\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"POT - TEMP at 2 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"POT - TEMP at 2 M\"},\"TSK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SURFACE - SKIN TEMPERATURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE - SKIN TEMPERATURE\"},\"U10\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m - s-1\",\"stagger\":\"\",\"long_name\":\"U-component wind with respect to model - grid at 10 meters\",\"description\":\"U at 10 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U - at 10 M\"},\"UST\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m - s-1\",\"stagger\":\"\",\"description\":\"U* IN SIMILARITY THEORY\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U* - IN SIMILARITY THEORY\"},\"V10\":{\"type\":\"data\",\"unit\":\"m s-1\",\"attrs\":{\"units\":\"m - s-1\",\"stagger\":\"\",\"long_name\":\"V-component wind with respect to model - grid at 10 meters\",\"description\":\"V at 10 M\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"V - at 10 M\"},\"ZWT\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"water - table depth\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"water - table depth\"},\"lat\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"\",\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"shape\":[1015,1367],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east\"],\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"lon\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"\",\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"shape\":[1015,1367],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east\"],\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"ACTR\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - transpiration, accumulated over prior 60 minutes\",\"description\":\"acccumlated - TR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - TR\"},\"PBLH\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"PBL - HEIGHT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"PBL - HEIGHT\"},\"PSFC\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"SFC - PRESSURE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SFC - PRESSURE\"},\"PWAT\":{\"type\":\"data\",\"unit\":\"meters\",\"attrs\":{\"units\":\"meters\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n - over dimension(s): bottom_top\",\"description\":\"Precipitable Water\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Precipitable - Water\"},\"QICE\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Ice mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Ice - mixing ratio\"},\"QRFS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - baseflow since model start time\",\"description\":\"sum baseflow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum - baseflow\"},\"RECH\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - water tabel recharged since model init time\",\"description\":\"Accumulated - water tabel recharged\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated - water tabel recharged\"},\"SH2O\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 - m-3\",\"stagger\":\"Z\",\"description\":\"SOIL LIQUID WATER\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL - LIQUID WATER\"},\"SNOW\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg - m-2\",\"stagger\":\"\",\"description\":\"SNOW WATER EQUIVALENT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SNOW - WATER EQUIVALENT\"},\"TRAD\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"surface - radiative temperature\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"surface - radiative temperature\"},\"TSLB\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"Z\",\"description\":\"SOIL - TEMPERATURE\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL - TEMPERATURE\"},\"TSNO\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"Z\",\"description\":\"snow - temperature\",\"number_of_significant_digits\":5},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow - temperature\"},\"ACEVB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - latent heat flux over bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated - EVB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - EVB\"},\"ACEVC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - latent heat flux for canopy layer, accumulated over prior 60 minutes\",\"description\":\"acccumlated - EVC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - EVC\"},\"ACEVG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - ground latent heat flux below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated - EVG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - EVG\"},\"ACGHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - heat flux into soil or snowpack for bare ground, accumulated over prior 60 - minutes\",\"description\":\"acccumlated GHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - GHB\"},\"ACGHV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - heat flux into soil or snowpack under canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated - GHV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - GHV\"},\"ACIRB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - net longwave radiation for bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated - IRB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - IRB\"},\"ACIRC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - net longwave radiation from canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated - IRC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - IRC\"},\"ACIRG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - net longwave radiation from ground below canopy, accumulated over prior 60 - minutes\",\"description\":\"acccumlated IRG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - IRG\"},\"ACQRF\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - groundwater baseflow, accumulated over prior 60 minutes\",\"description\":\"accumulated - baseflow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"accumulated - baseflow\"},\"ACSAV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - solar radiation absorbed by vegetated fraction, accumulated over prior 60 - minutes\",\"description\":\"acccumlated SAV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SAV\"},\"ACSHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - sensible heat flux at bare fraction, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SHB\"},\"ACSHC\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - sensible heat flux, canopy to atmosphere, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SHC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SHC\"},\"ACSHG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - sensible heat flux from ground below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SHG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SHG\"},\"EMISS\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"SURFACE - EMISSIVITY\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE - EMISSIVITY\"},\"LWDNB\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING LONGWAVE - FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"LWDNT\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - DOWNWELLING LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING LONGWAVE FLUX AT TOP\"},\"LWUPB\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"LWUPT\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING LONGWAVE FLUX AT TOP\"},\"MLLCL\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Mixed-layer - lifting condensation level (LCL)\",\"description\":\"MIXED-LAYER LCL\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER - LCL\"},\"O3RAD\":{\"type\":\"data\",\"unit\":\"ppmv\",\"attrs\":{\"units\":\"ppmv\",\"stagger\":\"\",\"description\":\"RADIATION - 3D OZONE\",\"number_of_significant_digits\":5},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"RADIATION - 3D OZONE\"},\"P_HYD\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"description\":\"hydrostatic - pressure\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"hydrostatic - pressure\"},\"QNICE\":{\"type\":\"data\",\"unit\":\" kg-1\",\"attrs\":{\"units\":\" - \ kg-1\",\"stagger\":\"\",\"description\":\"Ice Number concentration\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Ice - Number concentration\"},\"QRAIN\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Rain water mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Rain - water mixing ratio\"},\"QSLAT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - groundwater lateral flow since model start time\",\"description\":\"sum lateral - flow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum - lateral flow\"},\"QSNOW\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Snow mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Snow - mixing ratio\"},\"SBLCL\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Surface-based - lifting condensation level (LCL)\",\"description\":\"SURFACE-BASED LCL\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED - LCL\"},\"SMOIS\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 - m-3\",\"stagger\":\"Z\",\"description\":\"SOIL MOISTURE\",\"number_of_significant_digits\":5},\"shape\":[376944,4,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"soil_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"SOIL - MOISTURE\"},\"SNICE\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"Z\",\"description\":\"snow - layer ice\"},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow - layer ice\"},\"SNLIQ\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"Z\",\"description\":\"snow - layer liquid\"},\"shape\":[376944,3,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snow_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"snow - layer liquid\"},\"SNOWC\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"FLAG - INDICATING SNOW COVERAGE (1 FOR SNOW COVER)\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"FLAG - INDICATING SNOW COVERAGE (1 FOR SNOW COVER)\"},\"SNOWH\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"description\":\"PHYSICAL - SNOW DEPTH\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"PHYSICAL - SNOW DEPTH\"},\"SRH01\":{\"type\":\"data\",\"unit\":\"m2s-2\",\"attrs\":{\"units\":\"m2s-2\",\"stagger\":\"\",\"description\":\"0-1km - storm-relative helicity\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km - storm-relative helicity\"},\"SRH03\":{\"type\":\"data\",\"unit\":\"m2s-2\",\"attrs\":{\"units\":\"m2s-2\",\"stagger\":\"\",\"description\":\"0-3km - storm-relative helicity\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-3km - storm-relative helicity\"},\"SSTSK\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"description\":\"SKIN - SEA SURFACE TEMPERATURE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SKIN - SEA SURFACE TEMPERATURE\"},\"SWDNB\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING SHORTWAVE - FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"SWDNT\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - DOWNWELLING SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"SWUPB\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"SWUPT\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING SHORTWAVE FLUX AT TOP\"},\"USHR1\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-1km - AGL U-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km - AGL U-component Wind Shear\"},\"USHR6\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-6km - AGL U-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-6km - AGL U-component Wind Shear\"},\"VSHR1\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-1km - AGL V-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-1km - AGL V-component Wind Shear\"},\"VSHR6\":{\"type\":\"data\",\"unit\":\"s-1\",\"attrs\":{\"units\":\"s-1\",\"stagger\":\"\",\"description\":\"0-6km - AGL V-component Wind Shear\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"0-6km - AGL V-component Wind Shear\"},\"ZSNSO\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"Z\",\"description\":\"layer-bottom - depth from snow surf\",\"number_of_significant_digits\":5},\"shape\":[376944,7,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"snso_layers_stag\",\"south_north\",\"west_east\"],\"description\":\"layer-bottom - depth from snow surf\"},\"lat_u\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"X\",\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"shape\":[1015,1368],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east_stag\"],\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"lat_v\":{\"type\":\"auxiliary\",\"unit\":\"degree_north\",\"attrs\":{\"units\":\"degree_north\",\"stagger\":\"Y\",\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"shape\":[1016,1367],\"chunks\":[883,1187],\"dimensions\":[\"south_north_stag\",\"west_east\"],\"description\":\"LATITUDE, - SOUTH IS NEGATIVE\"},\"lon_u\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"X\",\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"shape\":[1015,1368],\"chunks\":[882,1188],\"dimensions\":[\"south_north\",\"west_east_stag\"],\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"lon_v\":{\"type\":\"auxiliary\",\"unit\":\"degree_east\",\"attrs\":{\"units\":\"degree_east\",\"stagger\":\"Y\",\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"shape\":[1016,1367],\"chunks\":[883,1187],\"dimensions\":[\"south_north_stag\",\"west_east\"],\"description\":\"LONGITUDE, - WEST IS NEGATIVE\"},\"ACDEWC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy dew rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QDEWC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QDEWC\"},\"ACECAN\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - net evaporation of canopy water (evap + sublim - dew - frost), accumulated - over prior 60 minutes\",\"description\":\"acccumlated ECAN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - ECAN\"},\"ACEDIR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - net soil evaporation or snowpack sublimation (evap or sublim - dew or frost), - accumulated over prior 60 minutes\",\"description\":\"acccumlated EDIR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - EDIR\"},\"ACEVAC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy evaporation, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QEVAC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QEVAC\"},\"ACFROC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy frost, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QFROC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QFROC\"},\"ACFRZC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - refreezing of canopy liquid water, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QFRZC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QFRZC\"},\"ACINTR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy rain interception rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QINTR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QINTR\"},\"ACINTS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy snow interception rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QINTS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QINTS\"},\"ACPAHB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - precipitation advected energy to bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated - PAHB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - PAHB\"},\"ACPAHG\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - precipitation advected energy to below canopy, accumulated over prior 60 minutes\",\"description\":\"acccumlated - PAHG\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - PAHG\"},\"ACPAHV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - precipitation advected energy to vegetation, accumulated over prior 60 minutes\",\"description\":\"acccumlated - PAHV\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - PAHV\"},\"ACQLAT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - groundwater lateral flow, accumulated over prior 60 minutes\",\"description\":\"accumulated - lateral flow\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"accumulated - lateral flow\"},\"ACSAGB\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - solar radiation absorbed by bare ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SAG under vegetation\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SAG under vegetation\"},\"ACSAGV\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - solar radiation absorbed by vegetated ground, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SAG in bare section\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SAG in bare section\"},\"ACSNOM\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg - m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated total liquid water out - of the snowpack since model initial time\",\"description\":\"Accumulated total - liquid water out of the snowpack\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated - total liquid water out of the snowpack\"},\"ACSUBC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy snow sublimation, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QSUBC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QSUBC\"},\"ALBEDO\":{\"type\":\"data\",\"unit\":\"-\",\"attrs\":{\"units\":\"-\",\"stagger\":\"\",\"long_name\":\"Surface - albedo including snow effects\",\"description\":\"ALBEDO\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ALBEDO\"},\"CANICE\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"description\":\"intercepted - ice mass\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"intercepted - ice mass\"},\"CANWAT\":{\"type\":\"data\",\"unit\":\"kg m-2\",\"attrs\":{\"units\":\"kg - m-2\",\"stagger\":\"\",\"description\":\"CANOPY WATER\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"CANOPY - WATER\"},\"CLDFRA\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"CLOUD - FRACTION\",\"number_of_significant_digits\":4},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"CLOUD - FRACTION\"},\"COSZEN\":{\"type\":\"data\",\"unit\":\"dimensionless\",\"attrs\":{\"units\":\"dimensionless\",\"stagger\":\"\",\"description\":\"COS - of SOLAR ZENITH ANGLE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"COS - of SOLAR ZENITH ANGLE\"},\"LWDNBC\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING CLEAR SKY - LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"LWDNTC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"LWUPBC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"LWUPTC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"MLCAPE\":{\"type\":\"data\",\"unit\":\"J - kg-1\",\"attrs\":{\"units\":\"J kg-1\",\"stagger\":\"\",\"long_name\":\"Mixed-layer - convective available potential energy (CAPE)\",\"description\":\"MIXED-LAYER - CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER - CAPE\"},\"MLCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J - kg-1\",\"stagger\":\"\",\"long_name\":\"Mixed-layer convective inhibition - up to the level of free convection (CINH)\",\"description\":\"MIXED-LAYER - CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MIXED-LAYER - CINH\"},\"MUCAPE\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J - kg-1\",\"stagger\":\"\",\"long_name\":\"Most-unstable convective available - potential energy (CAPE)\",\"description\":\"MOST-UNSTABLE CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MOST-UNSTABLE - CAPE\"},\"MUCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J - kg-1\",\"stagger\":\"\",\"long_name\":\"Most-unstable convective inhibition - up to the level of free convection (CINH)\",\"description\":\"MOST-UNSTABLE - CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"MOST-UNSTABLE - CINH\"},\"QCLOUD\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Cloud water mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Cloud - water mixing ratio\"},\"QGRAUP\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Graupel mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Graupel - mixing ratio\"},\"QNRAIN\":{\"type\":\"data\",\"unit\":\" kg(-1)\",\"attrs\":{\"units\":\" - \ kg(-1)\",\"stagger\":\"\",\"description\":\"Rain Number concentration\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Rain - Number concentration\"},\"QVAPOR\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"description\":\"Water vapor mixing ratio\"},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Water - vapor mixing ratio\"},\"SBCAPE\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J - kg-1\",\"stagger\":\"\",\"long_name\":\"Surface-based convective available - potential energy (CAPE)\",\"description\":\"SURFACE-BASED CAPE\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED - CAPE\"},\"SBCINH\":{\"type\":\"data\",\"unit\":\"J kg-1\",\"attrs\":{\"units\":\"J - kg-1\",\"stagger\":\"\",\"long_name\":\"Surface-based convective inhibition - up to the level of free convection (CINH)\",\"description\":\"SURFACE-BASED - CINH\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SURFACE-BASED - CINH\"},\"SEAICE\":{\"type\":\"data\",\"unit\":\"\",\"attrs\":{\"units\":\"\",\"stagger\":\"\",\"description\":\"SEA - ICE FLAG\",\"number_of_significant_digits\":3},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"SEA - ICE FLAG\"},\"SMCWTD\":{\"type\":\"data\",\"unit\":\"m3 m-3\",\"attrs\":{\"units\":\"m3 - m-3\",\"stagger\":\"\",\"description\":\"deep soil moisture\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"deep - soil moisture\"},\"SWDNBC\":{\"type\":\"data\",\"unit\":\"W m-2\",\"attrs\":{\"units\":\"W - m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS DOWNWELLING CLEAR SKY - SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"SWDNTC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"SWDOWN\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"DOWNWARD - SHORT WAVE FLUX AT GROUND SURFACE\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"DOWNWARD - SHORT WAVE FLUX AT GROUND SURFACE\"},\"SWNORM\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"NORMAL - SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"NORMAL - SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)\"},\"SWUPBC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"SWUPTC\":{\"type\":\"data\",\"unit\":\"W - m-2\",\"attrs\":{\"units\":\"W m-2\",\"stagger\":\"\",\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\",\"number_of_significant_digits\":5},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"INSTANTANEOUS - UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"U_BUNK\":{\"type\":\"data\",\"unit\":\"ms-1\",\"attrs\":{\"units\":\"ms-1\",\"stagger\":\"\",\"description\":\"U-component - of Bunkers storm motion\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"U-component - of Bunkers storm motion\"},\"V_BUNK\":{\"type\":\"data\",\"unit\":\"ms-1\",\"attrs\":{\"units\":\"ms-1\",\"stagger\":\"\",\"description\":\"V-component - of Bunkers storm motion\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"V-component - of Bunkers storm motion\"},\"ACDRIPR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy precipitation drip rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QDRIPR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QDRIPR\"},\"ACDRIPS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy snow drip rate, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QDRIPS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QDRIPS\"},\"ACETLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - total evaporation, accumulated over prior 60 minutes\",\"description\":\"acccumlated - ET\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - ET\"},\"ACETRAN\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - plant transpiration, accumulated over prior 60 minutes\",\"description\":\"acccumlated - ETRAN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - ETRAN\"},\"ACLWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling longwave radiation - flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED - DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"ACLWDNT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - downwelling longwave radiation flux at top, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING LONGWAVE FLUX - AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING LONGWAVE FLUX AT TOP\"},\"ACLWUPB\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling longwave radiation flux at bottom, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING LONGWAVE FLUX - AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"ACLWUPT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling longwave radiation flux at top, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING LONGWAVE FLUX - AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING LONGWAVE FLUX AT TOP\"},\"ACMELTC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy snow melt, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QMELTC\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QMELTC\"},\"ACRUNSB\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - subsurface runoff, accumulated over prior 60 minutes\",\"description\":\"Accumulated - RUNSB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated - RUNSB\"},\"ACRUNSF\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - surface runoff, accumulated over prior 60 minutes\",\"description\":\"Accumulated - RUNSF\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Accumulated - RUNSF\"},\"ACSNBOT\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - liquid water flux out of bottom of snowpack, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QSNBOT\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QSNBOT\"},\"ACSNFRO\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - snowpack frost, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QSNFRO\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QSNFRO\"},\"ACSNSUB\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - snowpack sublimation, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QSNSUB\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QSNSUB\"},\"ACSWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling shortwave radiation - flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED - DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"ACSWDNT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - downwelling shortwave radiation flux at top, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING SHORTWAVE - FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"ACSWUPB\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling shortwave radiation flux at bottom, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING SHORTWAVE FLUX - AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"ACSWUPT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling shortwave radiation flux at top, accumulated since last bucket_J - (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING SHORTWAVE FLUX - AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING SHORTWAVE FLUX AT TOP\"},\"ACTHROR\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy rain throughfall, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QTHROR\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QTHROR\"},\"ACTHROS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - canopy snow throughfall, accumulated over prior 60 minutes\",\"description\":\"acccumlated - QTHROS\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - QTHROS\"},\"RAINNCV\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"description\":\"TIME-STEP - NONCONVECTIVE PRECIPITATION\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"TIME-STEP - NONCONVECTIVE PRECIPITATION\"},\"ACGHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - total ground heat flux into soil or snowpack, accumulated over prior 60 minutes\",\"description\":\"acccumlated - total ground heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - total ground heat flux\"},\"ACLHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - total latent heat flux, accumulated over prior 60 minutes\",\"description\":\"acccumlated - total latent heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - total latent heat flux\"},\"ACLWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling clear sky longwave - radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"ACLWDNTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - downwelling clear sky longwave radiation flux at top, accumulated since last - bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING CLEAR - SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"ACLWUPBC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling clear sky longwave radiation flux at bottom, accumulated since last - bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR - SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"ACLWUPTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling clear sky longwave radiation flux at top, accumulated since last - bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR - SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"ACPAHLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - total precipitation heat flux advected to surface, accumulated over prior - 60 minutes\",\"description\":\"acccumlated total precip heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - total precip heat flux\"},\"ACSHFLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Acccumlated - total sensible heat flux, accumulated over prior 60 minutes\",\"description\":\"acccumlated - total sensible heat flux\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - total sensible heat flux\"},\"ACSWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated downwelling clear sky shortwave - radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"ACSWDNTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - downwelling clear sky shortwave radiation flux at top, accumulated since last - bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED DOWNWELLING CLEAR - SKY SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"ACSWUPBC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling clear sky shortwave radiation flux at bottom, accumulated since - last bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING - CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"ACSWUPTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Accumulated - upwelling clear sky shortwave radiation flux at top accumulated since last - bucket_J (1.0e9 J m-2) reset\",\"description\":\"ACCUMULATED UPWELLING CLEAR - SKY SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"FORCPLSM\":{\"type\":\"data\",\"unit\":\"Pa\",\"attrs\":{\"units\":\"Pa\",\"stagger\":\"\",\"long_name\":\"Lowest - model pressure into land surface model\",\"description\":\"lowest model P - into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest - model P into LSM\"},\"FORCQLSM\":{\"type\":\"data\",\"unit\":\"kg/kg\",\"attrs\":{\"units\":\"kg/kg\",\"stagger\":\"\",\"long_name\":\"Lowest - model mixing ratio into land surface model\",\"description\":\"lowest model - Q into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest - model Q into LSM\"},\"FORCTLSM\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"stagger\":\"\",\"long_name\":\"Lowest - model temperature into land surface model\",\"description\":\"lowest model - T into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest - model T into LSM\"},\"FORCWLSM\":{\"type\":\"data\",\"unit\":\"m/s\",\"attrs\":{\"units\":\"m/s\",\"stagger\":\"\",\"long_name\":\"Lowest - model wind speed into land surface model\",\"description\":\"lowest model - wind speed into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest - model wind speed into LSM\"},\"FORCZLSM\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"stagger\":\"\",\"long_name\":\"Lowest - model height above ground level into land surface model\",\"description\":\"lowest - model Z into LSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"lowest - model Z into LSM\"},\"QSPRINGS\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - seeping water since model start time\",\"description\":\"sum seeping water\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"sum - seeping water\"},\"REFL_COM\":{\"type\":\"data\",\"unit\":\"dbZ\",\"attrs\":{\"units\":\"dbZ\",\"stagger\":\"\",\"description\":\"COMPOSITE - REFLECTIVITY\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"COMPOSITE - REFLECTIVITY\"},\"totalIce\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Ice - mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Ice - mixing ratio\"},\"totalLiq\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Cloud - water mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Cloud - water mixing ratio\"},\"totalVap\":{\"type\":\"data\",\"unit\":\"kg kg-1\",\"attrs\":{\"units\":\"kg - kg-1\",\"stagger\":\"\",\"sum_op_ncl\":\"dim_sum_n over dimension(s): bottom_top\",\"description\":\"Water - vapor mixing ratio\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"Water - vapor mixing ratio\"},\"ACLWDNLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - longwave downwelling radiation at land surface model, accumulated over prior - 60 minutes\",\"description\":\"acccumlated LWDN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - LWDN\"},\"ACLWUPLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - longwave upwelling radiation at land surface model, accumulated over prior - 60 minutes\",\"description\":\"acccumlated LWUP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - LWUP\"},\"ACPONDING\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - surface ponding from complete pack melt, accumulated over prior 60 minutes\",\"description\":\"acccumlated - PONDING\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - PONDING\"},\"ACRAINLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - liquid precipitation into land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated - RAINLSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - RAINLSM\"},\"ACSNOWLSM\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - frozen precipitation into land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SNOWLSM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SNOWLSM\"},\"ACSWDNLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - shortwave radiation down at land surface model, accumulated over prior 60 - minutes\",\"description\":\"acccumlated SWDN\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SWDN\"},\"ACSWUPLSM\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"long_name\":\"Accumulated - shortwave radiation up at land surface model, accumulated over prior 60 minutes\",\"description\":\"acccumlated - SWUP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - SWUP\"},\"I_ACLWDNB\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Bucket for downwelling longwave flux - at bottom accumulated since model start time\",\"description\":\"BUCKET FOR - DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWDNT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling longwave flux at top accumulated since model start time\",\"description\":\"BUCKET - FOR DOWNWELLING LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING LONGWAVE FLUX AT TOP\"},\"I_ACLWUPB\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling longwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET - FOR UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWUPT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling longwave flux at top accumulated since model start time\",\"description\":\"BUCKET - FOR UPWELLING LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING LONGWAVE FLUX AT TOP\"},\"I_ACSWDNB\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling shortwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET - FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWDNT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling shortwave flux at top accumulated since model start time\",\"description\":\"BUCKET - FOR DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING SHORTWAVE FLUX AT TOP\"},\"I_ACSWUPB\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling shortwave flux at bottom accumulated since model start time\",\"description\":\"BUCKET - FOR UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWUPT\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling shortwave flux at top accumulated since model start time\",\"description\":\"BUCKET - FOR UPWELLING SHORTWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING SHORTWAVE FLUX AT TOP\"},\"REFL_10CM\":{\"type\":\"data\",\"unit\":\"dBZ\",\"attrs\":{\"units\":\"dBZ\",\"stagger\":\"\",\"description\":\"Radar - reflectivity (lamda = 10 cm)\",\"number_of_significant_digits\":5},\"shape\":[376944,50,1015,1367],\"chunks\":[1,1,1015,1367],\"dimensions\":[\"time\",\"bottom_top\",\"south_north\",\"west_east\"],\"description\":\"Radar - reflectivity (lamda = 10 cm)\"},\"ACRAINSNOW\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Acccumlated - rain on snow pack, accumulated over prior 60 minutes\",\"description\":\"acccumlated - rain on snow pack\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"acccumlated - rain on snow pack\"},\"I_ACLWDNBC\":{\"type\":\"data\",\"unit\":\"J m-2\",\"attrs\":{\"units\":\"J - m-2\",\"stagger\":\"\",\"long_name\":\"Bucket for downwelling clear sky longwave - flux at bottom accumulated since model start time\",\"description\":\"BUCKET - FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWDNTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling clear sky longwave flux at top accumulated since model start - time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT - TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"I_ACLWUPBC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling clear sky longwave flux at bottom accumulated since model start - time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM\"},\"I_ACLWUPTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling clear sky longwave flux at top accumulated since model start - time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP\"},\"I_ACSWDNBC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling clear sky shortwave flux at bottom accumulated since model - start time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE - FLUX AT BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWDNTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for downwelling clear sky shortwave flux at top accumulated since model start - time\",\"description\":\"BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT - TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"I_ACSWUPBC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling clear sky shortwave flux at bottom accumulated since model start - time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT - BOTTOM\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM\"},\"I_ACSWUPTC\":{\"type\":\"data\",\"unit\":\"J - m-2\",\"attrs\":{\"units\":\"J m-2\",\"stagger\":\"\",\"long_name\":\"Bucket - for upwelling clear sky shortwave flux at top accumulated since model start - time\",\"description\":\"BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT - TOP\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"BUCKET - FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP\"},\"SNOWENERGY\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"description\":\"energy - content in snow relative to 273.16\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"energy - content in snow relative to 273.16\"},\"SOILENERGY\":{\"type\":\"data\",\"unit\":\"kJ/m2\",\"attrs\":{\"units\":\"kJ/m2\",\"stagger\":\"\",\"description\":\"energy - content in soil relative to 273.16\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"energy - content in soil relative to 273.16\"},\"PREC_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - grid scale precipitation , accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED - GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME\"},\"SNOW_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - snow water equivalent, accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED - SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"REFL_1KM_AGL\":{\"type\":\"data\",\"unit\":\"dbZ\",\"attrs\":{\"units\":\"dbZ\",\"stagger\":\"\",\"description\":\"1KM - AGL REFLECTIVITY\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"1KM - AGL REFLECTIVITY\"},\"GRAUPEL_ACC_NC\":{\"type\":\"data\",\"unit\":\"mm\",\"attrs\":{\"units\":\"mm\",\"stagger\":\"\",\"long_name\":\"Accumulated - graupel water equivalent, accumulated over prior 60 minutes\",\"description\":\"ACCUMULATED - GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"},\"shape\":[376944,1015,1367],\"chunks\":[1,1015,1367],\"dimensions\":[\"time\",\"south_north\",\"west_east\"],\"description\":\"ACCUMULATED - GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME\"}},\"msft:container\":\"noaa\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"type\":\"spatial\",\"extent\":[17.647308349609375,57.34341812133789]},\"lon\":{\"axis\":\"x\",\"type\":\"spatial\",\"extent\":[-138.73135375976562,-57.068634033203125]},\"time\":{\"step\":\"P0DT1H0M0S\",\"type\":\"temporal\",\"extent\":[\"1979-10-01T00:00:00Z\",\"2022-09-30T23:00:00Z\"],\"description\":\"time\"},\"west_east\":{\"type\":\"count\",\"extent\":[0,1366],\"description\":\"west_east - index\"},\"bottom_top\":{\"type\":\"count\",\"extent\":[0,49],\"description\":\"bottom_top - index\"},\"south_north\":{\"type\":\"count\",\"extent\":[0,1014],\"description\":\"south_north - index\"},\"west_east_stag\":{\"type\":\"count\",\"extent\":[0,1367],\"description\":\"west_east_stag - index.\"},\"bottom_top_stag\":{\"type\":\"count\",\"extent\":[0,50],\"description\":\"bottom_top_stag - index\"},\"snow_layers_stag\":{\"type\":\"count\",\"extent\":[0,2],\"description\":\"snow - layer index.\"},\"snso_layers_stag\":{\"type\":\"count\",\"extent\":[0,6],\"description\":\"snso - layer index.\"},\"soil_layers_stag\":{\"type\":\"count\",\"extent\":[0,4],\"description\":\"soil - layer index.\"},\"south_north_stag\":{\"type\":\"count\",\"extent\":[0,1015],\"description\":\"south_north_stag - index.\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/datacube/v2.2.0/schema.json\"],\"msft:storage_account\":\"azureopendatastorage\",\"msft:short_description\":\"High-resolution - hydro-climate dataset for forcing hydrological models and meteorological analysis - over the conterminous United States.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '7837' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:53 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181752Z-174fc647fd5k9jvvhC1YTOwk640000000bc0000000000d0v - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity - response: - body: - string: '{"id":"3dep-lidar-intensity","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-intensity"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-intensity","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Intensity","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/intensity-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Intensity"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It is a collection of Cloud Optimized GeoTIFFs representing the pulse return - magnitude.\n\nThe values are based on the Intensity [PDAL dimension](https://pdal.io/dimensions.html) - and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) - and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"Intensity","unit":"metre","sampling":"point","data_type":"uint16","description":"Intensity - PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the Intensity - dimension.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1240' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:53 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181753Z-r15d8f49c9bkrdj8hC1YTOgwt40000000a3g000000002b9c - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid - response: - body: - string: '{"id":"3dep-lidar-pointsourceid","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-pointsourceid"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-pointsourceid","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Point Source","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/pointsourceid-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-pointsourceid.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","PointSourceId"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It is a collection of Cloud Optimized GeoTIFFs representing the file source - ID from which the point originated. Zero indicates that the point originated - in the current file.\n\nThis values are based on the PointSourceId [PDAL dimension](https://pdal.io/dimensions.html) - and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) - and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"PointSourceId","unit":"metre","sampling":"point","data_type":"int32","description":"PointSourceId - PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for Cloud Optimized Geotiffs (COGs) using PDAL''s PointSourceId - dimension.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1449' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:54 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181753Z-r15d8f49c9b8x526hC1YTOx9c00000000ay00000000011pq - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs - response: - body: - string: '{"id":"mtbs","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mtbs"},{"rel":"license","href":"https://catalog.data.gov/sl/dataset/mtbs-wildfire-burn-severity-mosaics-40c75","title":"CC - BY"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/mtbs","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MTBS: - Monitoring Trends in Burn Severity","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mtbs.png","type":"image/png","roles":["thumbnail"],"title":"MTBS"},"geoparquet-items":{"href":"abfs://items/mtbs.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.705027,56.331164,-137.664767,69.980073],[-127.579429,23.680916,-65.871833,50.870718]]},"temporal":{"interval":[["1984-12-31T00:00:00Z","2018-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["MTBS","USGS","USFS","USDA","Forest","Fire"],"providers":[{"url":"https://www.mtbs.gov/","name":"MTBS - program","roles":["producer","licensor"]},{"url":"https://carbonplan.org","name":"CarbonPlan","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30]},"description":"[Monitoring - Trends in Burn Severity](https://www.mtbs.gov/) (MTBS) is an inter-agency - program whose goal is to consistently map the burn severity and extent of - large fires across the United States from 1984 to the present. This includes - all fires 1000 acres or greater in the Western United States and 500 acres - or greater in the Eastern United States. The burn severity mosaics in this - dataset consist of thematic raster images of MTBS burn severity classes for - all currently completed MTBS fires for the continental United States and Alaska.\n","item_assets":{"metadata":{"type":"text/html","roles":["metadata"],"title":"Metadata"},"burn-severity":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Burn - severity","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Unburned - to low"},{"values":[2],"summary":"Low"},{"values":[3],"summary":"Moderate"},{"values":[4],"summary":"High"},{"values":[5],"summary":"Increased - Greenness"}]}},"stac_version":"1.0.0","msft:container":"cpdata","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"Annual - burn severity mosaics for the continental United States and Alaska","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1344' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:54 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181754Z-174fc647fd58qhlmhC1YTOqcx0000000030g000000003pmc - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap - response: - body: - string: '{"id":"noaa-c-cap","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-c-cap"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-product-page.pdf","type":"application/pdf","title":"Handout - - C-CAP Products"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-faq-regional.pdf","type":"application/pdf","title":"Frequently - Asked Questions"},{"rel":"describedby","href":"https://coast.noaa.gov/data/digitalcoast/pdf/ccap-class-scheme-regional.pdf","type":"application/pdf","title":"C-CAP - Classification Scheme and Class Definitions"},{"rel":"license","href":"https://coast.noaa.gov/digitalcoast/data/ccapregional.html","type":"text/html","title":"C-CAP - Regional Land Cover and Change"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-c-cap","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"C-CAP - Regional Land Cover and Change","assets":{"boundary":{"href":"https://coast.noaa.gov/data/digitalcoast/zip/ccap-mapping-bndry-wgs84.zip","type":"application/zip","title":"C-CAP - Mapping Boundary (shp file)"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-c-cap.png","type":"image/png","roles":["data"],"title":"NOAA - C-CAP"},"geoparquet-items":{"href":"abfs://items/noaa-c-cap.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-160.315986,17.892786,-64.966857,49.471148],[-127.984554,22.718719,-64.966857,49.471148],[-160.315986,18.879215,-154.706564,22.271167],[-67.290869,17.892786,-65.230246,18.538629]]},"temporal":{"interval":[["1975-01-01T00:00:00Z","2016-12-31T00:00:00Z"],["1975-01-01T00:00:00Z","2016-12-31T00:00:00Z"],["1992-01-01T00:00:00Z","2005-12-31T00:00:00Z"],["2010-01-01T00:00:00Z","2010-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["Land - Cover","Land Use","NOAA","Coastal"],"providers":[{"url":"https://coast.noaa.gov/digitalcoast/data/ccapregional.html","name":"National - Oceanic and Atmospheric Administration, Office for Coastal Management","roles":["licensor","producer","processor"]},{"url":"https//planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"Nationally - standardized, raster-based inventories of land cover for the coastal areas - of the U.S. Data are derived, through the Coastal Change Analysis Program, - from the analysis of multiple dates of remotely sensed imagery. Two file - types are available: individual dates that supply a wall-to-wall map, and - change files that compare one date to another. The use of standardized data - and procedures assures consistency through time and across geographies. C-CAP - data forms the coastal expression of the National Land Cover Database (NLCD) - and the A-16 land cover theme of the National Spatial Data Infrastructure. The - data are updated every 5 years.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":0,"description":"Background"},{"value":1,"description":"Unclassified - (Cloud, Shadow, etc)"},{"value":2,"color-hint":"FFFFFF","description":"High - Intensity Developed"},{"value":3,"color-hint":"C1C1C1","description":"Medium - Intensity Developed"},{"value":4,"color-hint":"979797","description":"Low - Intensity Developed"},{"value":5,"color-hint":"CCCA42","description":"Developed - Open Space"},{"value":6,"color-hint":"4E2409","description":"Cultivated Crops"},{"value":7,"color-hint":"BCA05B","description":"Pasture/Hay"},{"value":8,"color-hint":"EABB8E","description":"Grassland/Herbaceous"},{"value":9,"color-hint":"6FEC48","description":"Deciduous - Forest"},{"value":10,"color-hint":"15380A","description":"Evergreen Forest"},{"value":11,"color-hint":"489D48","description":"Mixed - Forest"},{"value":12,"color-hint":"6D6C1F","description":"Scrub/Shrub"},{"value":13,"color-hint":"245A5A","description":"Palustrine - Forested Wetland"},{"value":14,"color-hint":"E2742D","description":"Palustrine - Scrub/Shrub Wetland"},{"value":15,"color-hint":"DE3BEA","description":"Palustrine - Emergent Wetland (Persistent)"},{"value":16,"color-hint":"37083B","description":"Estuarine - Forested Wetland"},{"value":17,"color-hint":"631569","description":"Estuarine - Scrub/Shrub Wetland"},{"value":18,"color-hint":"A028A9","description":"Estuarine - Emergent Wetland"},{"value":19,"color-hint":"6DEEF0","description":"Unconsolidated - Shore"},{"value":20,"color-hint":"F3F050","description":"Bare Land"},{"value":21,"color-hint":"000A72","description":"Open - Water"},{"value":22,"color-hint":"0021E8","description":"Palustrine Aquatic - Bed"},{"value":23,"color-hint":"6777D4","description":"Estuarine Aquatic Bed"},{"value":24,"color-hint":"F3D147","description":"Tundra"},{"value":25,"color-hint":"BBF7EF","description":"Perennial - Ice/Snow"}]},"metadata":{"type":"application/xml","roles":["metadata"]}},"sci:citation":"National - Oceanic and Atmospheric Administration, Office for Coastal Management. Name - of Data Set: Coastal Change Analysis Program (C-CAP) Regional Land Cover. - Charleston, SC: NOAA Office for Coastal Management. Accessed April 2022 at - www.coast.noaa.gov/htdata/raster1/landcover/bulkdownload/30m_lc/.","stac_version":"1.0.0","msft:container":"noaa-c-cap","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Periodic - coastal landcover classifications back to 1975","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2234' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:55 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181754Z-r15d8f49c9bss6b6hC1YTO0m880000000ah0000000002qzh - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc - response: - body: - string: '{"id":"3dep-lidar-copc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-copc"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Point Cloud","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-copc-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"Thumbnail"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Point - cloud"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - collection contains source data from the [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program) - reformatted into the [COPC](https://copc.io) format. A COPC file is a LAZ - 1.4 file that stores point data organized in a clustered octree. It contains - a VLR that describes the octree organization of data that are stored in LAZ - 1.4 chunks. The end product is a one-to-one mapping of LAZ to UTM-reprojected - COPC files.\n\nLAZ data is geospatial [LiDAR point cloud](https://en.wikipedia.org/wiki/Point_cloud) - (LPC) content stored in the compressed [LASzip](https://laszip.org?) format. - Data were reorganized and stored in LAZ-compatible [COPC](https://copc.io) - organization for use in Planetary Computer, which supports incremental spatial - access and cloud streaming.\n\nLPC can be summarized for construction of digital - terrain models (DTM), filtered for extraction of features like vegetation - and buildings, and visualized to provide a point cloud map of the physical - spaces the laser scanner interacted with. LPC content from 3DEP is used to - compute and extract a variety of landscape characterization products, and - some of them are provided by Planetary Computer, including Height Above Ground, - Relative Intensity Image, and DTM and Digital Surface Models.\n\nThe LAZ tiles - represent a one-to-one mapping of original tiled content as provided by the - [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program), with the exception - that the data were reprojected and normalized into appropriate UTM zones for - their location without adjustment to the vertical datum. In some cases, vertical - datum description may not match actual data values, especially for pre-2010 - USGS 3DEP point cloud data.\n\nIn addition to these COPC files, various higher-level - derived products are available as Cloud Optimized GeoTIFFs in [other collections](https://planetarycomputer.microsoft.com/dataset/group/3dep-lidar).","item_assets":{"data":{"type":"application/vnd.laszip+copc","roles":["data"],"title":"COPC - data","pc:type":"lidar","pc:encoding":"application/vnd.laszip+copc"},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COPC"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-copc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/pointcloud/v1.0.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"Nationwide - Lidar point cloud data in COPC format.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1811' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:56 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181755Z-r15d8f49c9bnmvr2hC1YTO99f00000000ah0000000003srx - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061 - response: - body: - string: '{"id":"modis-64A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-64A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1006/MCD64_User_Guide_V61.pdf","title":"MCD64 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD64A1","title":"MCD64A1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD64A1.061","title":"LP - DAAC - MCD64A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-64A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Burned Area Monthly","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-64A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Burned Area Monthly thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-64A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-11-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Fire","MCD64A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Terra and Aqua combined MCD64A1 Version 6.1 Burned Area data product is a - monthly, global gridded 500 meter (m) product containing per-pixel burned-area - and quality information. The MCD64A1 burned-area mapping approach employs - 500 m Moderate Resolution Imaging Spectroradiometer (MODIS) Surface Reflectance - imagery coupled with 1 kilometer (km) MODIS active fire observations. The - algorithm uses a burn sensitive Vegetation Index (VI) to create dynamic thresholds - that are applied to the composite data. The VI is derived from MODIS shortwave - infrared atmospherically corrected surface reflectance bands 5 and 7 with - a measure of temporal texture. The algorithm identifies the date of burn for - the 500 m grid cells within each individual MODIS tile. The date is encoded - in a single data layer as the ordinal day of the calendar year on which the - burn occurred with values assigned to unburned land pixels and additional - special values reserved for missing data and water grid cells. The data layers - provided in the MCD64A1 product include Burn Date, Burn Data Uncertainty, - Quality Assurance, along with First Day and Last Day of reliable change detection - of the year.","item_assets":{"QA":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Quality Assurance Indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Last_Day":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Last day of the year of - reliable change detection","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Burn_Date":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Burn - day of year","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"First_Day":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"First - day of the year of reliable change detection","raster:bands":[{"unit":"Day","data_type":"int16","spatial_resolution":500}]},"Burn_Date_Uncertainty":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Estimated - uncertainty in burn day","raster:bands":[{"unit":"Day","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD64A1.061","citation":"Giglio, - L., Justice, C., Boschetti, L., & Roy, D. (2021). MODIS/Terra+Aqua - Burned Area Monthly L3 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS - Land Processes DAAC. https://doi.org/10.5067/MODIS/MCD64A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Burned Area Monthly","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2068' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:56 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181756Z-r15d8f49c9bfx6dchC1YTO08840000000am0000000002p9f - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic - response: - body: - string: '{"id":"alos-fnf-mosaic","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-fnf-mosaic"},{"rel":"handbook","href":"https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf","type":"application/pdf","title":"Global - 25 m Resolution PALSAR-2/PALSAR Forest/Non-Forest Map (FNF)","description":"Also - includes data usage information"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","type":"text/html","title":"JAXA - Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ALOS - Forest/Non-Forest Annual Mosaic","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-fnf-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"ALOS - PALSAR MOSAIC"},"geoparquet-items":{"href":"abfs://items/alos-fnf-mosaic.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,85.0,180.0,-56.0]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","version":"2.0.0","keywords":["ALOS","JAXA","Forest","Land - Cover","Global"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm","name":"Japan - Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://developmentseed.org","name":"Development - Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft - Planetary Computer","roles":["host","processor"]}],"summaries":{"platform":["ALOS","ALOS-2"],"instruments":["PALSAR","PALSAR-2"]},"description":"The - global 25m resolution SAR mosaics and forest/non-forest maps are free and - open annual datasets generated by [JAXA](https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm) - using the L-band Synthetic Aperture Radar sensors on the Advanced Land Observing - Satellite-2 (ALOS-2 PALSAR-2), the Advanced Land Observing Satellite (ALOS - PALSAR) and the Japanese Earth Resources Satellite-1 (JERS-1 SAR).\n\nThe - global forest/non-forest maps (FNF) were generated by a Random Forest machine - learning-based classification method, with the re-processed global 25m resolution - [PALSAR-2 mosaic dataset](https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic) - (Ver. 2.0.0) as input. Here, the \"forest\" is defined as the tree covered - land with an area larger than 0.5 ha and a canopy cover of over 10 %, in accordance - with the FAO definition of forest. The classification results are presented - in four categories, with two categories of forest areas: forests with a canopy - cover of 90 % or more and forests with a canopy cover of 10 % to 90 %, depending - on the density of the forest area.\n\nSee the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf) - for more details.\n","item_assets":{"C":{"role":"data","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"C","description":"Forest - vs Non-Forest classification","raster:bands":[{"nodata":0,"data_type":"uint8"}],"classification:classes":[{"name":"no_data","value":0,"description":"No - data"},{"name":"forest (>90%)","value":1,"description":"Forest (>90% canopy - cover)"},{"name":"forest (10-90%)","value":2,"description":"Forest (10-90% - canopy cover)"},{"name":"non_forest","value":3,"description":"Non-forest"},{"name":"water","value":4,"description":"Water"}]}},"stac_version":"1.0.0","msft:container":"palsar","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/version/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"https://pceo.blob.core.windows.net/","msft:short_description":"Global - 25m resolution map classifying \"forest\" and \"non-forest\" landcover.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1816' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:57 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181756Z-r15d8f49c9b7zs9thC1YTOzh1n0000000av0000000002f4y - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns - response: - body: - string: '{"id":"3dep-lidar-returns","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-returns"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-returns","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Returns","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/numberofreturns-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-returns.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","NumberOfReturns"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It is a collection of Cloud Optimized GeoTIFFs representing the number of - returns for a given pulse.\n\nThis values are based on the PointSourceId [PDAL - dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) - and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to remove outliers and noise.\n\nThe values are based on the NumberOfReturns - [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) - and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to remove outliers and noise.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"ReturnNumber","unit":"metre","sampling":"point","data_type":"int16","description":"Raster - for ReturnNumber PDAL dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the ReturnNumber - dimension.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1438' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:57 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181757Z-r15d8f49c9blgrcwhC1YTO0uxw00000001s00000000034et - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi - response: - body: - string: '{"id":"mobi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/mobi"},{"rel":"license","href":"https://aka.ms/mobi-license","title":"NatureServe - MoBI license"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/mobi","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MoBI: - Map of Biodiversity Importance","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mobi.png","type":"image/png","roles":["thumbnail"],"title":"MoBI"},"geoparquet-items":{"href":"abfs://items/mobi.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-130.23751729209377,21.736663926419077,-63.66198266211968,49.184200486300604]]},"temporal":{"interval":[["2020-04-14T00:00:00Z","2020-04-14T00:00:00Z"]]}},"license":"proprietary","keywords":["MoBI","Natureserve","United - States","Biodiversity"],"providers":[{"url":"http://natureserve.org/","name":"NatureServe","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[990]},"description":"The - [Map of Biodiversity Importance](https://www.natureserve.org/conservation-tools/projects/map-biodiversity-importance) - (MoBI) consists of raster maps that combine habitat information for 2,216 - imperiled species occurring in the conterminous United States, using weightings - based on range size and degree of protection to identify areas of high importance - for biodiversity conservation. Species included in the project are those which, - as of September 2018, had a global conservation status of G1 (critical imperiled) - or G2 (imperiled) or which are listed as threatened or endangered at the full - species level under the United States Endangered Species Act. Taxonomic groups - included in the project are vertebrates (birds, mammals, amphibians, reptiles, - turtles, crocodilians, and freshwater and anadromous fishes), vascular plants, - selected aquatic invertebrates (freshwater mussels and crayfish) and selected - pollinators (bumblebees, butterflies, and skippers).\n\nThere are three types - of spatial data provided, described in more detail below: species richness, - range-size rarity, and protection-weighted range-size rarity. For each type, - this data set includes five different layers – one for all species combined, - and four additional layers that break the data down by taxonomic group (vertebrates, - plants, freshwater invertebrates, and pollinators) – for a total of - fifteen layers.\n\nThese data layers are intended to identify areas of high - potential value for on-the-ground biodiversity protection efforts. As a synthesis - of predictive models, they cannot guarantee either the presence or absence - of imperiled species at a given location. For site-specific decision-making, - these data should be used in conjunction with field surveys and/or documented - occurrence data, such as is available from the [NatureServe Network](https://www.natureserve.org/natureserve-network).\n","item_assets":{"RSR_All":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Range-size - rarity for all species"},"RSR_Plants":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for vascular - plants"},"RSR_Vertebrates":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Range-size - rarity for vertebrates"},"RSR_AquaticInverts":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for aquatic - invertebrates"},"PWRSR_GAP12_SUM_All":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Protection-weighted range-size - rarity for all species"},"SpeciesRichness_All":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Species richness for all - species"},"RSR_PollinatorInverts":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Range-size rarity for pollinators"},"PWRSR_GAP12_SUM_Plants":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted - range-size rarity for vascular plants"},"SpeciesRichness_Plants":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species - richness for vascular plants"},"PWRSR_GAP12_SUM_Vertebrates":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted - range-size rarity for vertebrates"},"SpeciesRichness_Vertebrates":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species - richness for vertebrates"},"PWRSR_GAP12_SUM_AquaticInverts":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted - range-size rarity for aquatic invertebrates"},"SpeciesRichness_AquaticInverts":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species - richness for aquatic invertebrates"},"PWRSR_GAP12_SUM_PollinatorInverts":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Protection-weighted - range-size rarity for pollinators"},"SpeciesRichness_PollinatorInverts":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Species - richness for pollinators"}},"stac_version":"1.0.0","msft:container":"mobi","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Habitat - information for 2,216 imperiled species occurring in the continental United - States","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2006' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:58 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181758Z-174fc647fd55l5h4hC1YTOrgc4000000043g000000002622 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2 - response: - body: - string: '{"id":"landsat-c2-l2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9IAXOVV","title":"Landsat - 4-5 TM Collection 2 Level-2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9C7I13B","title":"Landsat - 7 ETM+ Collection 2 Level-2"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9OGBGM6","title":"Landsat - 8-9 OLI/TIRS Collection 2 Level-2"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/landsat-c2-l2","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Landsat - Collection 2 Level-2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Landsat - Collection 2 Level-2 thumbnail"},"geoparquet-items":{"href":"abfs://items/landsat-c2-l2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1982-08-22T00:00:00Z",null]]}},"license":"proprietary","keywords":["Landsat","USGS","NASA","Satellite","Global","Imagery","Reflectance","Temperature"],"providers":[{"url":"https://landsat.gsfc.nasa.gov/","name":"NASA","roles":["producer","licensor"]},{"url":"https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products","name":"USGS","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30,60,100,120],"sci:doi":["10.5066/P9IAXOVV","10.5066/P9C7I13B","10.5066/P9OGBGM6"],"eo:bands":[{"name":"TM_B1","common_name":"blue","description":"Visible - blue (Thematic Mapper)","center_wavelength":0.49,"full_width_half_max":0.07},{"name":"TM_B2","common_name":"green","description":"Visible - green (Thematic Mapper)","center_wavelength":0.56,"full_width_half_max":0.08},{"name":"TM_B3","common_name":"red","description":"Visible - red (Thematic Mapper)","center_wavelength":0.66,"full_width_half_max":0.06},{"name":"TM_B4","common_name":"nir08","description":"Near - infrared (Thematic Mapper)","center_wavelength":0.83,"full_width_half_max":0.14},{"name":"TM_B5","common_name":"swir16","description":"Short-wave - infrared (Thematic Mapper)","center_wavelength":1.65,"full_width_half_max":0.2},{"name":"TM_B6","common_name":"lwir","description":"Long-wave - infrared (Thematic Mapper)","center_wavelength":11.45,"full_width_half_max":2.1},{"name":"TM_B7","common_name":"swir22","description":"Short-wave - infrared (Thematic Mapper)","center_wavelength":2.22,"full_width_half_max":0.27},{"name":"ETM_B1","common_name":"blue","description":"Visible - blue (Enhanced Thematic Mapper Plus)","center_wavelength":0.48,"full_width_half_max":0.07},{"name":"ETM_B2","common_name":"green","description":"Visible - green (Enhanced Thematic Mapper Plus)","center_wavelength":0.56,"full_width_half_max":0.08},{"name":"ETM_B3","common_name":"red","description":"Visible - red (Enhanced Thematic Mapper Plus)","center_wavelength":0.66,"full_width_half_max":0.06},{"name":"ETM_B4","common_name":"nir08","description":"Near - infrared (Enhanced Thematic Mapper Plus)","center_wavelength":0.84,"full_width_half_max":0.13},{"name":"ETM_B5","common_name":"swir16","description":"Short-wave - infrared (Enhanced Thematic Mapper Plus)","center_wavelength":1.65,"full_width_half_max":0.2},{"name":"ETM_B6","common_name":"lwir","description":"Long-wave - infrared (Enhanced Thematic Mapper Plus)","center_wavelength":11.34,"full_width_half_max":2.05},{"name":"ETM_B7","common_name":"swir22","description":"Short-wave - infrared (Enhanced Thematic Mapper Plus)","center_wavelength":2.2,"full_width_half_max":0.28},{"name":"OLI_B1","common_name":"coastal","description":"Coastal/Aerosol - (Operational Land Imager)","center_wavelength":0.44,"full_width_half_max":0.02},{"name":"OLI_B2","common_name":"blue","description":"Visible - blue (Operational Land Imager)","center_wavelength":0.48,"full_width_half_max":0.06},{"name":"OLI_B3","common_name":"green","description":"Visible - green (Operational Land Imager)","center_wavelength":0.56,"full_width_half_max":0.06},{"name":"OLI_B4","common_name":"red","description":"Visible - red (Operational Land Imager)","center_wavelength":0.65,"full_width_half_max":0.04},{"name":"OLI_B5","common_name":"nir08","description":"Near - infrared (Operational Land Imager)","center_wavelength":0.87,"full_width_half_max":0.03},{"name":"OLI_B6","common_name":"swir16","description":"Short-wave - infrared (Operational Land Imager)","center_wavelength":1.61,"full_width_half_max":0.09},{"name":"OLI_B7","common_name":"swir22","description":"Short-wave - infrared (Operational Land Imager)","center_wavelength":2.2,"full_width_half_max":0.19},{"name":"TIRS_B10","common_name":"lwir11","description":"Long-wave - infrared (Thermal Infrared Sensor)","center_wavelength":10.9,"full_width_half_max":0.59}],"platform":["landsat-4","landsat-5","landsat-7","landsat-8","landsat-9"],"instruments":["tm","etm+","oli","tirs"],"view:off_nadir":{"maximum":15,"minimum":0}},"description":"Landsat - Collection 2 Level-2 [Science Products](https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products), - consisting of atmospherically corrected [surface reflectance](https://www.usgs.gov/landsat-missions/landsat-collection-2-surface-reflectance) - and [surface temperature](https://www.usgs.gov/landsat-missions/landsat-collection-2-surface-temperature) - image data. Collection 2 Level-2 Science Products are available from August - 22, 1982 to present.\n\nThis dataset represents the global archive of Level-2 - data from [Landsat Collection 2](https://www.usgs.gov/core-science-systems/nli/landsat/landsat-collection-2) - acquired by the [Thematic Mapper](https://landsat.gsfc.nasa.gov/thematic-mapper/) - onboard Landsat 4 and 5, the [Enhanced Thematic Mapper](https://landsat.gsfc.nasa.gov/the-enhanced-thematic-mapper-plus-etm/) - onboard Landsat 7, and the [Operatational Land Imager](https://landsat.gsfc.nasa.gov/satellites/landsat-8/spacecraft-instruments/operational-land-imager/) - and [Thermal Infrared Sensor](https://landsat.gsfc.nasa.gov/satellites/landsat-8/spacecraft-instruments/thermal-infrared-sensor/) - onboard Landsat 8 and 9. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) - format.\n","item_assets":{"qa":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Temperature Quality Assessment Band","description":"Collection 2 Level-2 Quality - Assessment Band (ST_QA) Surface Temperature Product","raster:bands":[{"unit":"kelvin","scale":0.01,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"ang":{"type":"text/plain","roles":["metadata"],"title":"Angle - Coefficients File","description":"Collection 2 Level-1 Angle Coefficients - File"},"red":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Red - Band","eo:bands":[{"common_name":"red","description":"Visible red"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"blue":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Blue - Band","eo:bands":[{"common_name":"blue","description":"Visible blue"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"drad":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Downwelled - Radiance Band","description":"Collection 2 Level-2 Downwelled Radiance Band - (ST_DRAD) Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"emis":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Emissivity - Band","description":"Collection 2 Level-2 Emissivity Band (ST_EMIS) Surface - Temperature Product","raster:bands":[{"unit":"emissivity coefficient","scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"emsd":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Emissivity - Standard Deviation Band","description":"Collection 2 Level-2 Emissivity Standard - Deviation Band (ST_EMSD) Surface Temperature Product","raster:bands":[{"unit":"emissivity - coefficient","scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"lwir":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Surface - Temperature Band","eo:bands":[{"common_name":"lwir","description":"Long-wave - infrared"}],"description":"Collection 2 Level-2 Thermal Infrared Band (ST_B6) - Surface Temperature","raster:bands":[{"unit":"kelvin","scale":0.00341802,"nodata":0,"offset":149.0,"data_type":"uint16","spatial_resolution":30}]},"trad":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal - Radiance Band","description":"Collection 2 Level-2 Thermal Radiance Band (ST_TRAD) - Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"urad":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Upwelled - Radiance Band","description":"Collection 2 Level-2 Upwelled Radiance Band - (ST_URAD) Surface Temperature Product","raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"atran":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Atmospheric - Transmittance Band","description":"Collection 2 Level-2 Atmospheric Transmittance - Band (ST_ATRAN) Surface Temperature Product","raster:bands":[{"scale":0.0001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"cdist":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cloud - Distance Band","description":"Collection 2 Level-2 Cloud Distance Band (ST_CDIST) - Surface Temperature Product","raster:bands":[{"unit":"kilometer","scale":0.01,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]},"green":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Green - Band","eo:bands":[{"common_name":"green","description":"Visible green","center_wavelength":0.56}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"nir08":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Near - Infrared Band 0.8","eo:bands":[{"common_name":"nir08","description":"Near - infrared"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"lwir11":{"gsd":100,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Surface - Temperature Band","eo:bands":[{"name":"TIRS_B10","common_name":"lwir11","description":"Long-wave - infrared","center_wavelength":10.9,"full_width_half_max":0.59}],"description":"Collection - 2 Level-2 Thermal Infrared Band (ST_B10) Surface Temperature","raster:bands":[{"unit":"kelvin","scale":0.00341802,"nodata":0,"offset":149.0,"data_type":"uint16","spatial_resolution":30}]},"swir16":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Short-wave - Infrared Band 1.6","eo:bands":[{"common_name":"swir16","description":"Short-wave - infrared"}],"raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"swir22":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Short-wave - Infrared Band 2.2","eo:bands":[{"common_name":"swir22","description":"Short-wave - infrared"}],"description":"Collection 2 Level-2 Short-wave Infrared Band 2.2 - (SR_B7) Surface Reflectance","raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"coastal":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Coastal/Aerosol - Band","eo:bands":[{"name":"OLI_B1","common_name":"coastal","description":"Coastal/Aerosol","center_wavelength":0.44,"full_width_half_max":0.02}],"description":"Collection - 2 Level-2 Coastal/Aerosol Band (SR_B1) Surface Reflectance","raster:bands":[{"scale":0.0000275,"nodata":0,"offset":-0.2,"data_type":"uint16","spatial_resolution":30}]},"mtl.txt":{"type":"text/plain","roles":["metadata"],"title":"Product - Metadata File (txt)","description":"Collection 2 Level-2 Product Metadata - File (txt)"},"mtl.xml":{"type":"application/xml","roles":["metadata"],"title":"Product - Metadata File (xml)","description":"Collection 2 Level-2 Product Metadata - File (xml)"},"cloud_qa":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud","cloud-shadow","snow-ice","water-mask"],"title":"Cloud - Quality Assessment Band","description":"Collection 2 Level-2 Cloud Quality - Assessment Band (SR_CLOUD_QA) Surface Reflectance Product","raster:bands":[{"unit":"bit - index","data_type":"uint8","spatial_resolution":30}],"classification:bitfields":[{"name":"ddv","length":1,"offset":0,"classes":[{"name":"not_ddv","value":0,"description":"Pixel - has no DDV"},{"name":"ddv","value":1,"description":"Pixel has DDV"}],"description":"Dense - Dark Vegetation (DDV)"},{"name":"cloud","length":1,"offset":1,"classes":[{"name":"not_cloud","value":0,"description":"Pixel - has no cloud"},{"name":"cloud","value":1,"description":"Pixel has cloud"}],"description":"Cloud - mask"},{"name":"cloud_shadow","length":1,"offset":2,"classes":[{"name":"not_shadow","value":0,"description":"Pixel - has no cloud shadow"},{"name":"shadow","value":1,"description":"Pixel has - cloud shadow"}],"description":"Cloud shadow mask"},{"name":"cloud_adjacent","length":1,"offset":3,"classes":[{"name":"not_adjacent","value":0,"description":"Pixel - is not adjacent to cloud"},{"name":"adjacent","value":1,"description":"Pixel - is adjacent to cloud"}],"description":"Cloud adjacency"},{"name":"snow","length":1,"offset":4,"classes":[{"name":"not_snow","value":0,"description":"Pixel - is not snow"},{"name":"shadow","value":1,"description":"Pixel is snow"}],"description":"Snow - mask"},{"name":"water","length":1,"offset":5,"classes":[{"name":"not_water","value":0,"description":"Pixel - is not water"},{"name":"water","value":1,"description":"Pixel is water"}],"description":"Water - mask"}]},"mtl.json":{"type":"application/json","roles":["metadata"],"title":"Product - Metadata File (json)","description":"Collection 2 Level-2 Product Metadata - File (json)"},"qa_pixel":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud","cloud-shadow","snow-ice","water-mask"],"title":"Pixel - Quality Assessment Band","description":"Collection 2 Level-1 Pixel Quality - Assessment Band (QA_PIXEL)","raster:bands":[{"unit":"bit index","nodata":1,"data_type":"uint16","spatial_resolution":30}]},"qa_radsat":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["saturation"],"raster:bands":[{"unit":"bit - index","data_type":"uint16","spatial_resolution":30}]},"qa_aerosol":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data-mask","water-mask"],"title":"Aerosol - Quality Assessment Band","description":"Collection 2 Level-2 Aerosol Quality - Assessment Band (SR_QA_AEROSOL) Surface Reflectance Product","raster:bands":[{"unit":"bit - index","nodata":1,"data_type":"uint8","spatial_resolution":30}],"classification:bitfields":[{"name":"fill","length":1,"offset":0,"classes":[{"name":"not_fill","value":0,"description":"Pixel - is not fill"},{"name":"fill","value":1,"description":"Pixel is fill"}],"description":"Image - or fill data"},{"name":"retrieval","length":1,"offset":1,"classes":[{"name":"not_valid","value":0,"description":"Pixel - retrieval is not valid"},{"name":"valid","value":1,"description":"Pixel retrieval - is valid"}],"description":"Valid aerosol retrieval"},{"name":"water","length":1,"offset":2,"classes":[{"name":"not_water","value":0,"description":"Pixel - is not water"},{"name":"water","value":1,"description":"Pixel is water"}],"description":"Water - mask"},{"name":"interpolated","length":1,"offset":5,"classes":[{"name":"not_interpolated","value":0,"description":"Pixel - is not interpolated aerosol"},{"name":"interpolated","value":1,"description":"Pixel - is interpolated aerosol"}],"description":"Aerosol interpolation"},{"name":"level","length":2,"offset":6,"classes":[{"name":"climatology","value":0,"description":"No - aerosol correction applied"},{"name":"low","value":1,"description":"Low aerosol - level"},{"name":"medium","value":2,"description":"Medium aerosol level"},{"name":"high","value":3,"description":"High - aerosol level"}],"description":"Aerosol level"}]},"atmos_opacity":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Atmospheric - Opacity Band","description":"Collection 2 Level-2 Atmospheric Opacity Band - (SR_ATMOS_OPACITY) Surface Reflectance Product","raster:bands":[{"scale":0.001,"nodata":-9999,"data_type":"int16","spatial_resolution":30}]}},"stac_version":"1.0.0","msft:group_id":"landsat","msft:container":"landsat-c2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"landsateuwest","msft:short_description":"Landsat - Collection 2 Level-2 data from the Thematic Mapper (TM) onboard Landsat 4 - and 5, the Enhanced Thematic Mapper Plus (ETM+) onboard Landsat 7, and the - Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS) onboard Landsat - 8 and 9.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3454' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:58 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181758Z-r15d8f49c9blgrcwhC1YTO0uxw00000001r0000000003cyy - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds - response: - body: - string: '{"id":"era5-pds","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/era5-pds"},{"rel":"license","href":"https://apps.ecmwf.int/datasets/licences/copernicus/","type":"application/pdf","title":"License - to Use Copernicus Products"},{"rel":"describedby","href":"https://confluence.ecmwf.int/display/CKB/ERA5","type":"text/html","title":"Project - homepage"},{"rel":"describedby","href":"https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it","type":"text/html","title":"How - to cite"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/era5-pds","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ERA5 - - PDS","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/era5-thumbnail.png","type":"image/png","title":"Thumbnail"},"geoparquet-items":{"href":"abfs://items/era5-pds.parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","media_type":"application/x-parquet","description":"Snapshot of - the collection''s STAC items exported to GeoParquet format.","extra_fields":{"msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["1979-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["ERA5","ECMWF","Precipitation","Temperature","Reanalysis","Weather"],"providers":[{"url":"https://www.ecmwf.int/","name":"ECMWF","roles":["producer","licensor"]},{"url":"https://planetos.com/","name":"Planet - OS","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"era5:kind":["fc","an"]},"description":"ERA5 - is the fifth generation ECMWF atmospheric reanalysis of the global climate\ncovering - the period from January 1950 to present. ERA5 is produced by the\nCopernicus - Climate Change Service (C3S) at ECMWF.\n\nReanalysis combines model data with - observations from across the world into a\nglobally complete and consistent - dataset using the laws of physics. This\nprinciple, called data assimilation, - is based on the method used by numerical\nweather prediction centres, where - every so many hours (12 hours at ECMWF) a\nprevious forecast is combined with - newly available observations in an optimal\nway to produce a new best estimate - of the state of the atmosphere, called\nanalysis, from which an updated, improved - forecast is issued. Reanalysis works\nin the same way, but at reduced resolution - to allow for the provision of a\ndataset spanning back several decades. Reanalysis - does not have the constraint\nof issuing timely forecasts, so there is more - time to collect observations, and\nwhen going further back in time, to allow - for the ingestion of improved versions\nof the original observations, which - all benefit the quality of the reanalysis\nproduct.\n\nThis dataset was converted - to Zarr by [Planet OS](https://planetos.com/).\nSee [their documentation](https://github.com/planet-os/notebooks/blob/master/aws/era5-pds.md)\nfor - more.\n\n## STAC Metadata\n\nTwo types of data variables are provided: \"forecast\" - (`fc`) and \"analysis\" (`an`).\n\n* An **analysis**, of the atmospheric conditions, - is a blend of observations\n with a previous forecast. An analysis can only - provide\n [instantaneous](https://confluence.ecmwf.int/display/CKB/Model+grid+box+and+time+step)\n parameters - (parameters valid at a specific time, e.g temperature at 12:00),\n but not - accumulated parameters, mean rates or min/max parameters.\n* A **forecast** - starts with an analysis at a specific time (the ''initialization\n time''), - and a model computes the atmospheric conditions for a number of\n ''forecast - steps'', at increasing ''validity times'', into the future. A forecast\n can - provide\n [instantaneous](https://confluence.ecmwf.int/display/CKB/Model+grid+box+and+time+step)\n parameters, - accumulated parameters, mean rates, and min/max parameters.\n\nEach [STAC](https://stacspec.org/) - item in this collection covers a single month\nand the entire globe. There - are two STAC items per month, one for each type of data\nvariable (`fc` and - `an`). The STAC items include an `ecmwf:kind` properties to\nindicate which - kind of variables that STAC item catalogs.\n\n## How to acknowledge, cite - and refer to ERA5\n\nAll users of data on the Climate Data Store (CDS) disks - (using either the web interface or the CDS API) must provide clear and visible - attribution to the Copernicus programme and are asked to cite and reference - the dataset provider:\n\nAcknowledge according to the [licence to use Copernicus - Products](https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf).\n\nCite - each dataset used as indicated on the relevant CDS entries (see link to \"Citation\" - under References on the Overview page of the dataset entry).\n\nThroughout - the content of your publication, the dataset used is referred to as Author - (YYYY).\n\nThe 3-steps procedure above is illustrated with this example: [Use - Case 2: ERA5 hourly data on single levels from 1979 to present](https://confluence.ecmwf.int/display/CKB/Use+Case+2%3A+ERA5+hourly+data+on+single+levels+from+1979+to+present).\n\nFor - complete details, please refer to [How to acknowledge and cite a Climate Data - Store (CDS) catalogue entry and the data published as part of it](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it).","item_assets":{"surface_air_pressure":{"type":"application/vnd+zarr","roles":["data"],"title":"Surface - pressure","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"sea_surface_temperature":{"type":"application/vnd+zarr","roles":["data"],"title":"Sea - surface temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"eastward_wind_at_10_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"10 - metre U wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"2 - metre temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"eastward_wind_at_100_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"100 - metre U wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"northward_wind_at_10_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"10 - metre V wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"northward_wind_at_100_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"100 - metre V wind component","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_pressure_at_mean_sea_level":{"type":"application/vnd+zarr","roles":["data"],"title":"Mean - sea level pressure","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"dew_point_temperature_at_2_metres":{"type":"application/vnd+zarr","roles":["data"],"title":"2 - metre dewpoint temperature","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"precipitation_amount_1hour_Accumulation":{"type":"application/vnd+zarr","roles":["data"],"title":"Total - precipitation","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres_1hour_Maximum":{"type":"application/vnd+zarr","roles":["data"],"title":"Maximum - temperature at 2 metres since previous post-processing","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"air_temperature_at_2_metres_1hour_Minimum":{"type":"application/vnd+zarr","roles":["data"],"title":"Minimum - temperature at 2 metres since previous post-processing","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}},"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation":{"type":"application/vnd+zarr","roles":["data"],"title":"Surface - solar radiation downwards","xarray:open_kwargs":{"chunks":{},"engine":"zarr","consolidated":true,"storage_options":{"account_name":"cpdataeuwest"}}}},"stac_version":"1.0.0","cube:variables":{"time1_bounds":{"type":"data","attrs":{},"shape":[null,2],"dimensions":["time","nv"]},"surface_air_pressure":{"type":"data","unit":"Pa","attrs":{"units":"Pa","nameCDM":"Surface_pressure_surface","long_name":"Surface - pressure","nameECMWF":"Surface pressure","product_type":"analysis","standard_name":"surface_air_pressure","shortNameECMWF":"sp"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Surface - pressure"},"sea_surface_temperature":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Sea_surface_temperature_surface","long_name":"Sea - surface temperature","nameECMWF":"Sea surface temperature","product_type":"analysis","standard_name":"sea_surface_temperature","shortNameECMWF":"sst"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Sea - surface temperature"},"eastward_wind_at_10_metres":{"type":"data","unit":"m - s**-1","attrs":{"units":"m s**-1","nameCDM":"10_metre_U_wind_component_surface","long_name":"10 - metre U wind component","nameECMWF":"10 metre U wind component","product_type":"analysis","standard_name":"eastward_wind","shortNameECMWF":"10u"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"10 - metre U wind component"},"air_temperature_at_2_metres":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"2_metre_temperature_surface","long_name":"2 - metre temperature","nameECMWF":"2 metre temperature","product_type":"analysis","standard_name":"air_temperature","shortNameECMWF":"2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"2 - metre temperature"},"eastward_wind_at_100_metres":{"type":"data","unit":"m - s**-1","attrs":{"units":"m s**-1","nameCDM":"100_metre_U_wind_component_surface","long_name":"100 - metre U wind component","nameECMWF":"100 metre U wind component","product_type":"analysis","standard_name":"eastward_wind","shortNameECMWF":"100u"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"100 - metre U wind component"},"northward_wind_at_10_metres":{"type":"data","unit":"m - s**-1","attrs":{"units":"m s**-1","nameCDM":"10_metre_V_wind_component_surface","long_name":"10 - metre V wind component","nameECMWF":"10 metre V wind component","product_type":"analysis","standard_name":"northward_wind","shortNameECMWF":"10v"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"10 - metre V wind component"},"northward_wind_at_100_metres":{"type":"data","unit":"m - s**-1","attrs":{"units":"m s**-1","nameCDM":"100_metre_V_wind_component_surface","long_name":"100 - metre V wind component","nameECMWF":"100 metre V wind component","product_type":"analysis","standard_name":"northward_wind","shortNameECMWF":"100v"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"100 - metre V wind component"},"air_pressure_at_mean_sea_level":{"type":"data","unit":"Pa","attrs":{"units":"Pa","nameCDM":"Mean_sea_level_pressure_surface","long_name":"Mean - sea level pressure","nameECMWF":"Mean sea level pressure","product_type":"analysis","standard_name":"air_pressure_at_mean_sea_level","shortNameECMWF":"msl"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Mean - sea level pressure"},"dew_point_temperature_at_2_metres":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"2_metre_dewpoint_temperature_surface","long_name":"2 - metre dewpoint temperature","nameECMWF":"2 metre dewpoint temperature","product_type":"analysis","standard_name":"dew_point_temperature","shortNameECMWF":"2d"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"2 - metre dewpoint temperature"},"precipitation_amount_1hour_Accumulation":{"type":"data","unit":"m","attrs":{"units":"m","nameCDM":"Total_precipitation_1hour_Accumulation","long_name":"Total - precipitation","nameECMWF":"Total precipitation","product_type":"forecast","standard_name":"precipitation_amount","shortNameECMWF":"tp"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Total - precipitation"},"air_temperature_at_2_metres_1hour_Maximum":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Maximum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2","long_name":"Maximum - temperature at 2 metres since previous post-processing","nameECMWF":"Maximum - temperature at 2 metres since previous post-processing","product_type":"forecast","standard_name":"air_temperature","shortNameECMWF":"mx2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Maximum - temperature at 2 metres since previous post-processing"},"air_temperature_at_2_metres_1hour_Minimum":{"type":"data","unit":"K","attrs":{"units":"K","nameCDM":"Minimum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2","long_name":"Minimum - temperature at 2 metres since previous post-processing","nameECMWF":"Minimum - temperature at 2 metres since previous post-processing","product_type":"forecast","standard_name":"air_temperature","shortNameECMWF":"mn2t"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Minimum - temperature at 2 metres since previous post-processing"},"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation":{"type":"data","unit":"J - m**-2","attrs":{"units":"J m**-2","nameCDM":"Surface_solar_radiation_downwards_surface_1_Hour_Accumulation","long_name":"Surface - solar radiation downwards","nameECMWF":"Surface solar radiation downwards","product_type":"forecast","standard_name":"integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air","shortNameECMWF":"ssrd"},"shape":[null,721,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar radiation downwards"}},"msft:container":"era5","cube:dimensions":{"lat":{"axis":"y","step":-0.25,"type":"spatial","extent":[-90.0,90.0],"description":"latitude","reference_system":"epsg:4326"},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.0,359.75],"description":"longitude","reference_system":"epsg:4326"},"time":{"step":"P0DT1H0M0S","type":"temporal","extent":["1970-01-01T00:00:00Z",null]}},"stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"cpdataeuwest","msft:short_description":"A - comprehensive reanalysis, which assimilates as many observations as possible - in the upper air and near surface.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3774' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:17:59 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181759Z-r15d8f49c9bnp7fghC1YTO67780000000af00000000008f3 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass - response: - body: - string: "{\"id\":\"chloris-biomass\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chloris-biomass\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-NC-SA-4.0.html\",\"title\":\"Creative - Commons Attribution Non Commercial Share Alike 4.0 International\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/chloris-biomass\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Chloris - Biomass\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chloris-biomass.jpg\",\"type\":\"image/jpg\",\"roles\":[\"thumbnail\"],\"title\":\"Chloris - Biomass\"},\"geoparquet-items\":{\"href\":\"abfs://items/chloris-biomass.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-179.95,-60,179.95,90]]},\"temporal\":{\"interval\":[[\"2003-07-31T00:00:00Z\",\"2019-07-31T00:00:00Z\"]]}},\"license\":\"CC-BY-NC-SA-4.0\",\"keywords\":[\"Chloris\",\"Biomass\",\"MODIS\",\"Carbon\"],\"providers\":[{\"url\":\"http://chloris.earth/\",\"name\":\"Chloris\",\"roles\":[\"producer\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\",\"processor\"]}],\"summaries\":{\"gsd\":[4633]},\"description\":\"The - Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and - change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems. - It covers the period 2003 - 2019, at annual time steps. The global dataset - has a circa 4.6 km spatial resolution.\\n\\nThe maps and data sets were generated - by combining multiple remote sensing measurements from space borne satellites, - processed using state-of-the-art machine learning and statistical methods, - validated with field data from multiple countries. The dataset provides direct - estimates of aboveground stock and change, and are not based on land use or - land cover area change, and as such they include gains and losses of carbon - stock in all types of woody vegetation - whether natural or plantations.\\n\\nAnnual - stocks are expressed in units of tons of biomass. Annual changes in stocks - are expressed in units of CO2 equivalent, i.e., the amount of CO2 released - from or taken up by terrestrial ecosystems for that specific pixel.\\n\\nThe - spatial data sets are available on [Microsoft\u2019s Planetary Computer](https://planetarycomputer.microsoft.com/dataset/chloris-biomass) - under a Creative Common license of the type Attribution-Non Commercial-Share - Alike [CC BY-NC-SA](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html).\\n\\n[Chloris - Geospatial](https://chloris.earth/) is a mission-driven technology company - that develops software and data products on the state of natural capital for - use by business, governments, and the social sector.\\n\",\"item_assets\":{\"biomass\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual - estimates of aboveground woody biomass.\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":2147483647,\"data_type\":\"uint32\"}]},\"biomass_wm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual - estimates of aboveground woody biomass (Web Mercator).\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":2147483647,\"data_type\":\"uint32\"}]},\"biomass_change\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual - estimates of changes (gains and losses) in aboveground woody biomass from - the previous year.\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":-32768,\"data_type\":\"int16\"}]},\"biomass_change_wm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Annual - estimates of changes (gains and losses) in aboveground woody biomass from - the previous year (Web Mercator).\",\"raster:bands\":[{\"unit\":\"tonnes\",\"nodata\":-32768,\"data_type\":\"int16\"}]}},\"stac_version\":\"1.0.0\",\"msft:container\":\"chloris-biomass\",\"stac_extensions\":[\"https://stac-extensions.github.io/projection/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"The - Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and - change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems - during the period 2003 - 2019, at annual time steps. The global dataset has - a circa 4.6 km spatial resolution.\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1755' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:00 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181759Z-r15d8f49c9b77lfxhC1YTO3zms0000000a30000000002wy3 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast - response: - body: - string: "{\"id\":\"kaza-hydroforecast\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/kaza-hydroforecast\"},{\"rel\":\"license\",\"href\":\"https://cdla.dev/sharing-1-0/\",\"type\":\"text/html\",\"title\":\"Community - Data License Agreement \u2013 Sharing, Version 1.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/kaza-hydroforecast\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"HydroForecast - - Kwando & Upper Zambezi Rivers\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/kaza-hydroforecast-thumbnail.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[21.04494,-17.792517,23.343421,-13.08062],[23.343421,-17.792517,23.343421,-17.792517],[23.343421,-17.792517,23.343421,-17.792517],[21.04494,-15.13158,21.04494,-15.13158],[21.80157,-16.01209,21.80157,-16.01209],[22.91715,-17.38856,22.91715,-17.38856],[23.00610530305009,-17.347398048598034,23.00610530305009,-17.347398048598034],[22.669092,-14.971843,22.669092,-14.971843],[22.675487,-13.08062,22.675487,-13.08062]]},\"temporal\":{\"interval\":[[\"2022-01-01T00:00:00Z\",null]]}},\"license\":\"CDLA-Sharing-1.0\",\"version\":\"1.0.0\",\"keywords\":[\"Water\",\"HydroForecast\",\"Streamflow\",\"Hydrology\",\"Upstream - Tech\"],\"providers\":[{\"url\":\"https://www.upstream.tech\",\"name\":\"Upstream - Tech\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"description\":\"This - dataset is a daily updated set of HydroForecast seasonal river flow forecasts - at six locations in the Kwando and Upper Zambezi river basins. More details - about the locations, project context, and to interactively view current and - previous forecasts, visit our [public website](https://dashboard.hydroforecast.com/public/wwf-kaza).\\n\\n## - Flow forecast dataset and model description\\n\\n[HydroForecast](https://www.upstream.tech/hydroforecast) - is a theory-guided machine learning hydrologic model that predicts streamflow - in basins across the world. For the Kwando and Upper Zambezi, HydroForecast - makes daily predictions of streamflow rates using a [seasonal analog approach](https://support.upstream.tech/article/125-seasonal-analog-model-a-technical-overview). - The model's output is probabilistic and the mean, median and a range of quantiles - are available at each forecast step.\\n\\nThe underlying model has the following - attributes: \\n\\n* Timestep: 10 days\\n* Horizon: 10 to 180 days \\n* Update - frequency: daily\\n* Units: cubic meters per second (m\xB3/s)\\n \\n## - Site details\\n\\nThe model produces output for six locations in the Kwando - and Upper Zambezi river basins.\\n\\n* Upper Zambezi sites\\n * Zambezi - at Chavuma\\n * Luanginga at Kalabo\\n* Kwando basin sites\\n * Kwando - at Kongola -- total basin flows\\n * Kwando Sub-basin 1\\n * Kwando - Sub-basin 2 \\n * Kwando Sub-basin 3\\n * Kwando Sub-basin 4\\n * - Kwando Kongola Sub-basin\\n\\n## STAC metadata\\n\\nThere is one STAC item - per location. Each STAC item has a single asset linking to a Parquet file - in Azure Blob Storage.\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Forecast - Data\",\"description\":\"All seasonal river flow forecasts for a specific - forecast site, produced by Upstream Tech's HydroForecast model\"}},\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"initialization_time\",\"type\":\"timestamp\",\"description\":\"The - initial timestamp in the forecast model which created this forecast step. - All rows with the same initialization time are part of the same \\\"forecast\\\" - and are produced at the same time.\"},{\"name\":\"valid_time\",\"type\":\"timestamp\",\"description\":\"The - point in time this forecast step is predicting. valid_time = initialization_time - + lead_time_hours. The discharge values in this row are the average rate from - this time (inclusive) until the next valid time (exclusive).\"},{\"name\":\"lead_time_hours\",\"type\":\"int64\",\"description\":\"The - number of hours ahead of the initialization time this forecast step is predicting.\"},{\"name\":\"discharge_mean\",\"type\":\"double\",\"description\":\"The - mean of the probabilistic streamflow prediction, as an average rate across - the forecast step in m\xB3/s.\"},{\"name\":\"discharge_median\",\"type\":\"double\",\"description\":\"The - median of the probabilistic streamflow prediction, as an average rate across - the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.01\",\"type\":\"double\",\"description\":\"The - quantile 0.01 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.025\",\"type\":\"double\",\"description\":\"The - quantile 0.025 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.05\",\"type\":\"double\",\"description\":\"The - quantile 0.05 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.1\",\"type\":\"double\",\"description\":\"The - quantile 0.1 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.25\",\"type\":\"double\",\"description\":\"The - quantile 0.25 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.5\",\"type\":\"double\",\"description\":\"The - quantile 0.5 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.75\",\"type\":\"double\",\"description\":\"The - quantile 0.75 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.9\",\"type\":\"double\",\"description\":\"The - quantile 0.9 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.95\",\"type\":\"double\",\"description\":\"The - quantile 0.95 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.975\",\"type\":\"double\",\"description\":\"The - quantile 0.975 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"},{\"name\":\"discharge_q0.99\",\"type\":\"double\",\"description\":\"The - quantile 0.99 of the probabilistic streamflow prediction, as an average rate - across the forecast step in m\xB3/s.\"}],\"msft:container\":\"hydroforecast\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"Seasonal - river flow forecasts for the Kwando and Upper Zambezi rivers in the KAZA region - of Africa, produced by Upstream Tech's HydroForecast model.\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2068' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:00 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181800Z-174fc647fd5zfbbphC1YTOxuwc0000000b5g000000004hgg - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic - response: - body: - string: "{\"id\":\"planet-nicfi-analytic\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-analytic\"},{\"rel\":\"license\",\"href\":\"https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant - License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant - License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://www.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI - Program - Satellite Imagery and Monitoring | Planet\"},{\"rel\":\"documentation\",\"href\":\"https://developers.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI - Program Resource Center\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/planet-nicfi-analytic\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Planet-NICFI - Basemaps (Analytic)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-analytic-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/planet-nicfi-analytic.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"AS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-34.161818157002,180.0,30.145127179625]]},\"temporal\":{\"interval\":[[\"2015-12-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Planet\",\"NICFI\",\"Satellite\",\"Tropics\",\"Imagery\"],\"providers\":[{\"url\":\"http://planet.com\",\"name\":\"Planet\",\"roles\":[\"processor\",\"producer\",\"licensor\"],\"description\":\"Contact - Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)\"},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"gsd\":[4.77],\"eo:bands\":[{\"name\":\"Blue\",\"common_name\":\"blue\",\"description\":\"visible - blue\"},{\"name\":\"Green\",\"common_name\":\"green\",\"description\":\"visible - green\"},{\"name\":\"Red\",\"common_name\":\"red\",\"description\":\"visible - red\"},{\"name\":\"NIR\",\"common_name\":\"nir\",\"description\":\"near-infrared\"}],\"planet-nicfi:cadence\":[\"biannual\",\"monthly\"],\"planet-nicfi:percent_covered\":{\"maximum\":100,\"minimum\":0}},\"description\":\"*Note: - Assets in this collection are only available to winners of the [GEO-Microsoft - Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). - Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) - and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).*\\n\\nThrough - Norway\u2019s International Climate & Forests Initiative (NICFI), users can - access Planet\u2019s high-resolution, analysis-ready mosaics of the world\u2019s - tropics in order to help reduce and reverse the loss of tropical forests, - combat climate change, conserve biodiversity, and facilitate sustainable development.\\n\\nIn - support of NICFI\u2019s mission, you can use this data for a number of projects - including, but not limited to:\\n\\n* Advance scientific research about the - world\u2019s tropical forests and the critical services they provide.\\n* - Implement and improve policies for sustainable forest management and land - use in developing tropical forest countries and jurisdictions.\\n* Increase - transparency and accountability in the tropics.\\n* Protect and improve the - rights of indigenous peoples and local communities in tropical forest countries.\\n* - Innovate solutions towards reducing pressure on forests from global commodities - and financial markets.\\n* In short, the primary purpose of the NICFI Program - is to support reducing and reversing the loss of tropical forests, contributing - to combating climate change, conserving biodiversity, contributing to forest - regrowth, restoration, and enhancement, and facilitating sustainable development, - all of which must be Non-Commercial Use.\\n\\nTo learn how more about the - NICFI program, streaming and downloading basemaps please read the [NICFI Data - Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf).\\n\\nThis - collection contains both monthly and biannual mosaics. Biannual mosaics are - available from December 2015 - August 2020. Monthly mosaics are available - from September 2020. The STAC items include a `planet-nicfi:cadence` field - indicating the type of mosaic.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Data\",\"description\":\"a - 'ground truth' representation of spatially accurate data with minimized effects - of atmosphere and sensor characteristics\"},\"thumbnail\":{\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"planet-nicfi\",\"msft:container\":\"nicfi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"planet\",\"msft:short_description\":\"Planet's - high-resolution, analysis-ready mosaics of the world's tropics\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2236' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:01 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181800Z-r15d8f49c9b5xkr4hC1YTOs96800000003zg000000004un6 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061 - response: - body: - string: '{"id":"modis-17A2H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A2H","title":"MOD17A2H - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A2H","title":"MYD17A2H - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A2H.061","title":"LP - DAAC - MOD17A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A2H.061","title":"LP - DAAC - MYD17A2H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A2H-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Gross Primary Productivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Gross Primary Productivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A2H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A2H","MYD17A2H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day - composite of values with 500 meter (m) pixel size based on the radiation use - efficiency concept that can be potentially used as inputs to data models to - calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry - of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data - product includes information about GPP and Net Photosynthesis (PSN). The PSN - band values are the GPP less the Maintenance Respiration (MR). The data product - also contains a PSN Quality Control (QC) layer. The quality layer contains - quality information for both the GPP and the PSN.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg - C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"PsnNet_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net - Photosynthesis","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Psn_QC_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - control indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A2H.061","citation":"Running, - S., Mu, Q., & Zhao, M. (2021). MODIS/Terra Gross Primary Productivity - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD17A2H.061"},{"doi":"10.5067/MODIS/MYD17A2H.061","citation":"Running, - S., Mu, Q., & Zhao, M. (2021). MODIS/Aqua Gross Primary Productivity - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD17A2H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Gross Primary Productivity 8-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1821' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:02 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181801Z-r15d8f49c9bs9fzrhC1YTOkufw0000000aqg000000000hrd - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061 - response: - body: - string: '{"id":"modis-11A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/715/MOD11_User_Guide_V61.pdf","title":"MOD11 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD11A2","title":"MOD11A2 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD11A2","title":"MYD11A2 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD11A2.061","title":"LP - DAAC - MOD11A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD11A2.061","title":"LP - DAAC - MYD11A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-11A2-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Land Surface Temperature/Emissivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Land Surface Temperature/Emissivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-11A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD11A2","MYD11A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity - 8-Day Version 6.1 product provides an average 8-day per-pixel Land Surface - Temperature and Emissivity (LST&E) with a 1 kilometer (km) spatial resolution - in a 1,200 by 1,200 km grid. Each pixel value in the MOD11A2 is a simple average - of all the corresponding MOD11A1 LST pixels collected within that 8-day period. - The 8-day compositing period was chosen because twice that period is the exact - ground track repeat period of the Terra and Aqua platforms. Provided along - with the daytime and nighttime surface temperature bands are associated quality - control assessments, observation times, view zenith angles, and clear-sky - coverages along with bands 31 and 32 emissivities from land cover types.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Quality control for daytime - LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - control for nighttime LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"LST_Day_1km":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"8-day - daytime 1km grid Landsurface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Day_view_angl":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - view zenith angle of daytime Land-surface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Day_view_time":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - time of daytime Landsurface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"LST_Night_1km":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"8-day - nighttime 1km grid Landsurface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_sky_days":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"the - days in clear-sky conditions and with validate LSTs","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Night_view_angl":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View - zenith angle of nighttime Land-surface Temperature ","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Night_view_time":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - view zenith angle of nighttime Land-surface Temperature","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"Clear_sky_nights":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"the - nights in clear-sky conditions and with validate LSTs","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD11A2.061","citation":"Wan, - Z., Hook, S., & Hulley, G. (2021). MODIS/Terra Land Surface Temperature/Emissivity - 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD11A2.061"},{"doi":"10.5067/MODIS/MYD11A2.061","citation":"Wan, - Z., Hook, S., & Hulley, G. (2021). MODIS/Aqua Land Surface Temperature/Emissivity - 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD11A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Land Surface Temperature/Emissivity 8-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2070' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:02 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181802Z-174fc647fd5d7ckdhC1YTO8p3c000000043g000000000vsn - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr - response: - body: - string: '{"id":"daymet-daily-pr","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-pr"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-pr","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Daily Puerto Rico","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-pr.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - daily Puerto Rico map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily - Puerto Rico Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the daily Puerto Rico Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/pr.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily - Puerto Rico Daymet HTTPS Zarr root","description":"HTTPS URI of the daily - Puerto Rico Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-67.9927,16.8444,-64.1196,19.9382]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","Puerto - Rico","Temperature","Precipitation","Vapor Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL - DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather - parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include - the following parameters: minimum temperature, maximum temperature, precipitation, - shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, - M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet - Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, - Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily - average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily - average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[231,364],"chunks":[231,364],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow - water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"snow - water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: - mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily - total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily - total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight - average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daylight - average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: - mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily - maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"daily minimum temperature","cell_methods":"area: mean time: - minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,231,364],"chunks":[365,231,364],"dimensions":["time","y","x"],"description":"daily - minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"yearday - base 1"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"yearday - base 1"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[3445750.0,3808750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-1995000.0,-1765000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["daily","puerto rico"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily - surface weather data on a 1-km grid for Puerto Rico","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2807' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:03 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181802Z-r15d8f49c9bs9fzrhC1YTOkufw0000000akg000000002s4a - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native - response: - body: - string: '{"id":"3dep-lidar-dtm-native","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm-native"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm-native","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Digital Terrain Model (Native)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-dtm-native-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DTM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It creates a Digital Terrain Model (DTM) using the vendor provided (native) - ground classification and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) - to output a collection of Cloud Optimized GeoTIFFs, removing all points that - have been classified as noise.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Raster - for Z PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs - (COGs) using vendor provided ground classification.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1258' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:03 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181803Z-r15d8f49c9bc7mfhhC1YTOed7000000003700000000026c9 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification - response: - body: - string: '{"id":"3dep-lidar-classification","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-classification"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-classification","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Classification","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-classification-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","Classification"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[5.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It uses the [ASPRS](https://www.asprs.org/) (American Society for Photogrammetry - and Remote Sensing) [Lidar point classification](https://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/lidar-point-classification.htm). - See [LAS specification](https://www.ogc.org/standards/LAS) for details.\n\nThis - COG type is based on the Classification [PDAL dimension](https://pdal.io/dimensions.html) - and uses [`pdal.filters.range`](https://pdal.io/stages/filters.range.html) - to select a subset of interesting classifications. Do note that not all LiDAR - collections contain a full compliment of classification labels.\nTo remove - outliers, the PDAL pipeline uses a noise filter and then outputs the Classification - dimension.\n\nThe STAC collection implements the [`item_assets`](https://github.com/stac-extensions/item-assets) - and [`classification`](https://github.com/stac-extensions/classification) - extensions. These classes are displayed in the \"Item assets\" below. You - can programmatically access the full list of class values and descriptions - using the `classification:classes` field form the `data` asset on the STAC - collection.\n\nClassification rasters were produced as a subset of LiDAR classification - categories:\n\n```\n0, Never Classified\n1, Unclassified\n2, Ground\n3, Low - Vegetation\n4, Medium Vegetation\n5, High Vegetation\n6, Building\n9, Water\n10, - Rail\n11, Road\n17, Bridge Deck\n```\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"name":"Classification","unit":"metre","sampling":"point","data_type":"int16","description":"Raster - for Classification PDAL dimension, ASPRS Lidar Point Classification Standard"}],"classification:classes":[{"value":0,"description":"Never - Classified"},{"value":1,"description":"Unclassified"},{"value":2,"description":"Ground"},{"value":3,"description":"Low - Vegetation"},{"value":4,"description":"Medium Vegetation"},{"value":5,"description":"High - Vegetation"},{"value":6,"description":"Building"},{"value":9,"description":"Water"},{"value":10,"description":"Rail"},{"value":11,"description":"Road"},{"value":17,"description":"Bridge - Deck"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for Cloud Optimized Geotiffs (COGs) created according to - PDAL''s Intensity dimension","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1841' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:04 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181803Z-174fc647fd5p6pdxhC1YTOtnm8000000040g000000003225 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm - response: - body: - string: '{"id":"3dep-lidar-dtm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/3dep-lidar-dtm"},{"rel":"license","href":"https://www.usgs.gov/3d-elevation-program/about-3dep-products-services","title":"About - 3DEP Products & Services"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - 3DEP Lidar Digital Terrain Model","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dtm-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"},"geoparquet-items":{"href":"abfs://items/3dep-lidar-dtm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-166.8546920006028,17.655357747708283,-64.56116757979399,71.39330810146807],[144.60180842809473,13.21774453924126,146.08202179248926,18.18369664008955]]},"temporal":{"interval":[["2012-01-01T00:00:00Z","2022-01-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","3DEP","COG","DTM"],"providers":[{"name":"Landrush","roles":["processor","producer"]},{"url":"https://www.usgs.gov/core-science-systems/ngp/3dep/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[2.0]},"description":"This - collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). - It creates a Digital Terrain Model (DTM) using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) - to output a collection of Cloud Optimized GeoTIFFs.\n\nThe Simple Morphological - Filter (SMRF) classifies ground points based on the approach outlined in [Pingel2013](https://pdal.io/references.html#pingel2013).","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"COG - data","raster:bands":[{"type":"Z","unit":"metre","sampling":"point","data_type":"float32","description":"Z - PDAL Dimension"}]},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"3DEP - Lidar COG"}},"stac_version":"1.0.0","msft:group_id":"3dep-lidar","msft:container":"usgs-3dep-cogs","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json#","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"usgslidareuwest","msft:short_description":"3DEP - Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs - (COGs) using PDAL''s filters.smrf.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1425' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:05 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181804Z-174fc647fd5btnsjhC1YTOnr200000000ar0000000002tm6 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap - response: - body: - string: '{"id":"gap","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gap"},{"rel":"license","href":"https://www.usgs.gov/information-policies-and-instructions/copyrights-and-credits","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gap","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - Gap Land Cover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gap.png","type":"image/png","roles":["data"],"title":"USGS - GAP"},"geoparquet-items":{"href":"abfs://items/gap.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}},"original-data-ak":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_ak.zip","type":"application/zip","roles":["data"],"title":"Alaska - source data","description":"Original source data for Alaska"},"original-data-hi":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_hi.zip","type":"application/zip","roles":["data"],"title":"Hawaii - source data","description":"Original source data for Hawaii"},"original-data-pr":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/pr_landcover.zip","type":"application/zip","roles":["data"],"title":"Puerto - Rico source data","description":"Original source data for Puerto Rico"},"original-data-conus":{"href":"https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gap_landfire_nationalterrestrialecosystems2011.zip","type":"application/zip","roles":["data"],"title":"CONUS - source data","description":"Original source data for the continental United - States (CONUS)"}},"extent":{"spatial":{"bbox":[[-127.9710481801793,22.797789263564383,-65.26634281147894,51.64692620669362],[-178.13166387448902,49.09079265233118,179.87849702345594,71.43382483774205],[-160.26640694607218,18.851824447510786,-154.66974350173518,22.295114188194738],[-67.9573345827195,17.874066536543,-65.21836408976736,18.5296513469496]]},"temporal":{"interval":[["1999-01-01T00:00:00Z","2011-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["USGS","GAP","LANDFIRE","Land - Cover","United States"],"providers":[{"url":"https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"label:classes":[{"classes":["0","South - Florida Bayhead Swamp","South Florida Cypress Dome","South Florida Dwarf Cypress - Savanna","South Florida Mangrove Swamp","South Florida Hardwood Hammock","Southeast - Florida Coastal Strand and Maritime Hammock","Southwest Florida Coastal Strand - and Maritime Hammock","South Florida Pine Rockland","Atlantic Coastal Plain - Fall-line Sandhills Longleaf Pine Woodland - Open Understory","Atlantic Coastal - Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory","Atlantic - Coastal Plain Upland Longleaf Pine Woodland","Atlantic Coastal Plain Xeric - River Dune","East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - - Open Understory Modifier","East Gulf Coastal Plain Interior Upland Longleaf - Pine Woodland - Scrub/Shrub Modifier","Florida Longleaf Pine Sandhill - Scrub/Shrub - Understory Modifier","Florida Longleaf Pine Sandhill- Open Understory Modifier","West - Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland","Atlantic Coastal - Plain Central Maritime Forest","Atlantic Coastal Plain Southern Maritime Forest","Central - and South Texas Coastal Fringe Forest and Woodland","East Gulf Coastal Plain - Limestone Forest","East Gulf Coastal Plain Maritime Forest","East Gulf Coastal - Plain Southern Loess Bluff Forest","East Gulf Coastal Plain Southern Mesic - Slope Forest","Mississippi Delta Maritime Forest","Southern Coastal Plain - Dry Upland Hardwood Forest","Southern Coastal Plain Oak Dome and Hammock","West - Gulf Coastal Plain Chenier and Upper Texas Coastal Fringe Forest and Woodland","West - Gulf Coastal Plain Mesic Hardwood Forest","East-Central Texas Plains Pine - Forest and Woodland","West Gulf Coastal Plain Pine-Hardwood Forest","West - Gulf Coastal Plain Sandhill Oak and Shortleaf Pine Forest and Woodland","Atlantic - Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier","Deciduous - Plantations","East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - - Loblolly Modifier","East Gulf Coastal Plain Interior Upland Longleaf Pine - Woodland - Offsite Hardwood Modifier","East Gulf Coastal Plain Near-Coast - Pine Flatwoods - Offsite Hardwood Modifier","Evergreen Plantation or Managed - Pine","California Central Valley Mixed Oak Savanna","California Coastal Closed-Cone - Conifer Forest and Woodland","California Coastal Live Oak Woodland and Savanna","California - Lower Montane Blue Oak-Foothill Pine Woodland and Savanna","Central and Southern - California Mixed Evergreen Woodland","Mediterranean California Lower Montane - Black Oak-Conifer Forest and Woodland","Southern California Oak Woodland and - Savanna","Madrean Encinal","Madrean Pinyon-Juniper Woodland","Madrean Pine-Oak - Forest and Woodland","Madrean Upper Montane Conifer-Oak Forest and Woodland","Edwards - Plateau Dry-Mesic Slope Forest and Woodland","Edwards Plateau Limestone Savanna - and Woodland","Edwards Plateau Mesic Canyon","Llano Uplift Acidic Forest, - Woodland and Glade","East Cascades Oak-Ponderosa Pine Forest and Woodland","Mediterranean - California Mixed Evergreen Forest","Mediterranean California Mixed Oak Woodland","North - Pacific Dry Douglas-fir-(Madrone) Forest and Woodland","North Pacific Oak - Woodland","Edwards Plateau Limestone Shrubland","Allegheny-Cumberland Dry - Oak Forest and Woodland - Hardwood","Allegheny-Cumberland Dry Oak Forest and - Woodland - Pine Modifier","Central and Southern Appalachian Montane Oak Forest","Central - and Southern Appalachian Northern Hardwood Forest","Central Appalachian Oak - and Pine Forest","Crosstimbers Oak Forest and Woodland","East Gulf Coastal - Plain Black Belt Calcareous Prairie and Woodland - Woodland Modifier","East - Gulf Coastal Plain Northern Dry Upland Hardwood Forest","East Gulf Coastal - Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier","East Gulf - Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier","East-Central - Texas Plains Post Oak Savanna and Woodland","Lower Mississippi River Dune - Woodland and Forest","Mississippi River Alluvial Plain Dry-Mesic Loess Slope - Forest","North-Central Interior Dry Oak Forest and Woodland","North-Central - Interior Dry-Mesic Oak Forest and Woodland","Northeastern Interior Dry Oak - Forest - Mixed Modifier","Northeastern Interior Dry Oak Forest - Virginia/Pitch - Pine Modifier","Northeastern Interior Dry Oak Forest-Hardwood Modifier","Northeastern - Interior Dry-Mesic Oak Forest","Northern Atlantic Coastal Plain Dry Hardwood - Forest","Crowley''s Ridge Sand Forest","Ouachita Montane Oak Forest","Ozark-Ouachita - Dry Oak Woodland","Ozark-Ouachita Dry-Mesic Oak Forest","Southern and Central - Appalachian Oak Forest","Southern and Central Appalachian Oak Forest - Xeric","Southern - Interior Low Plateau Dry-Mesic Oak Forest","Southern Ridge and Valley Dry - Calcareous Forest","Southern Ridge and Valley Dry Calcareous Forest - Pine - modifier","East Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite - Pine Modifier","Managed Tree Plantation","Ruderal forest","Southern Piedmont - Dry Oak-(Pine) Forest - Loblolly Pine Modifier","Acadian Low-Elevation Spruce-Fir-Hardwood - Forest","Acadian-Appalachian Montane Spruce-Fir Forest","Appalachian Hemlock-Hardwood - Forest","Central and Southern Appalachian Spruce-Fir Forest","0","Laurentian-Acadian - Northern Hardwoods Forest","Laurentian-Acadian Northern Pine-(Oak) Forest","Laurentian-Acadian - Pine-Hemlock-Hardwood Forest","Paleozoic Plateau Bluff and Talus","Southern - Appalachian Northern Hardwood Forest","Atlantic Coastal Plain Dry and Dry-Mesic - Oak Forest","Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - - Offsite Hardwood","East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - - Hardwood Modifier","East Gulf Coastal Plain Interior Shortleaf Pine-Oak - Forest - Mixed Modifier","Ozark-Ouachita Shortleaf Pine-Bluestem Woodland","Ozark-Ouachita - Shortleaf Pine-Oak Forest and Woodland","Southeastern Interior Longleaf Pine - Woodland","Southern Appalachian Low Mountain Pine Forest","Southern Piedmont - Dry Oak-(Pine) Forest","Southern Piedmont Dry Oak-(Pine) Forest - Hardwood - Modifier","Southern Piedmont Dry Oak-(Pine) Forest - Mixed Modifier","Southern - Piedmont Dry Oak-Heath Forest - Mixed Modifier","Eastern Great Plains Tallgrass - Aspen Parkland","Northwestern Great Plains Aspen Forest and Parkland","Northwestern - Great Plains Shrubland","Western Great Plains Dry Bur Oak Forest and Woodland","Western - Great Plains Wooded Draw and Ravine","Southern Atlantic Coastal Plain Mesic - Hardwood Forest","East Gulf Coastal Plain Northern Loess Bluff Forest","East - Gulf Coastal Plain Northern Mesic Hardwood Forest","North-Central Interior - Beech-Maple Forest","North-Central Interior Maple-Basswood Forest","Ozark-Ouachita - Mesic Hardwood Forest","South-Central Interior Mesophytic Forest","Southern - and Central Appalachian Cove Forest","Crowley''s Ridge Mesic Loess Slope Forest","Southern - Piedmont Mesic Forest","Appalachian Shale Barrens","Atlantic Coastal Plain - Northern Maritime Forest","Laurentian Pine-Oak Barrens","Northeastern Interior - Pine Barrens","Northern Atlantic Coastal Plain Pitch Pine Barrens","Southern - Appalachian Montane Pine Forest and Woodland","East Cascades Mesic Montane - Mixed-Conifer Forest and Woodland","Middle Rocky Mountain Montane Douglas-fir - Forest and Woodland","Northern Rocky Mountain Dry-Mesic Montane Mixed Conifer - Forest","Northern Rocky Mountain Foothill Conifer Wooded Steppe","Northern - Rocky Mountain Mesic Montane Mixed Conifer Forest","Northern Rocky Mountain - Ponderosa Pine Woodland and Savanna","Northern Rocky Mountain Western Larch - Savanna","Northwestern Great Plains - Black Hills Ponderosa Pine Woodland - and Savanna","Rocky Mountain Foothill Limber Pine-Juniper Woodland","Inter-Mountain - Basins Aspen-Mixed Conifer Forest and Woodland","Inter-Mountain Basins Subalpine - Limber-Bristlecone Pine Woodland","Northern Rocky Mountain Subalpine Woodland - and Parkland","Rocky Mountain Aspen Forest and Woodland","Rocky Mountain Lodgepole - Pine Forest","Rocky Mountain Poor-Site Lodgepole Pine Forest","Rocky Mountain - Subalpine Dry-Mesic Spruce-Fir Forest and Woodland","Rocky Mountain Subalpine - Mesic Spruce-Fir Forest and Woodland","Rocky Mountain Subalpine-Montane Limber-Bristlecone - Pine Woodland","Rocky Mountain Bigtooth Maple Ravine Woodland","Southern Rocky - Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland","Southern Rocky - Mountain Mesic Montane Mixed Conifer Forest and Woodland","Southern Rocky - Mountain Ponderosa Pine Savanna","Southern Rocky Mountain Ponderosa Pine Woodland","California - Montane Jeffrey Pine-(Ponderosa Pine) Woodland","Klamath-Siskiyou Lower Montane - Serpentine Mixed Conifer Woodland","Klamath-Siskiyou Upper Montane Serpentine - Mixed Conifer Woodland","Mediterranean California Dry-Mesic Mixed Conifer - Forest and Woodland","Mediterranean California Mesic Mixed Conifer Forest - and Woodland","Sierran-Intermontane Desert Western White Pine-White Fir Woodland","California - Coastal Redwood Forest","North Pacific Broadleaf Landslide Forest and Shrubland","North - Pacific Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest","North Pacific - Hypermaritime Sitka Spruce Forest","North Pacific Hypermaritime Western Red-cedar-Western - Hemlock Forest","North Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland","North - Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest","North Pacific - Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest","North Pacific Mesic - Western Hemlock-Silver Fir Forest","North Pacific Wooded Volcanic Flowage","Mediterranean - California Red Fir Forest","Mediterranean California Subalpine Woodland","North - Pacific Maritime Mesic Subalpine Parkland","North Pacific Mountain Hemlock - Forest","Northern California Mesic Subalpine Woodland","Northern Pacific Mesic - Subalpine Woodland","Sierra Nevada Subalpine Lodgepole Pine Forest and Woodland","Columbia - Plateau Western Juniper Woodland and Savanna","Great Basin Pinyon-Juniper - Woodland","Inter-Mountain Basins Curl-leaf Mountain Mahogany Woodland and - Shrubland","Inter-Mountain Basins Juniper Savanna","Colorado Plateau Pinyon-Juniper - Shrubland","Colorado Plateau Pinyon-Juniper Woodland","Southern Rocky Mountain - Juniper Woodland and Savanna","Southern Rocky Mountain Pinyon-Juniper Woodland","Northwestern - Great Plains Floodplain","Northwestern Great Plains Riparian","Western Great - Plains Floodplain","Western Great Plains Floodplain Systems","Western Great - Plains Riparian Woodland and Shrubland","Central Appalachian Floodplain - - Forest Modifier","Central Appalachian Riparian - Forest Modifier","Central - Interior and Appalachian Floodplain Systems","Central Interior and Appalachian - Riparian Systems","Laurentian-Acadian Floodplain Systems","Ozark-Ouachita - Riparian","South-Central Interior Large Floodplain","South-Central Interior - Large Floodplain - Forest Modifier","South-Central Interior Small Stream and - Riparian","North-Central Interior and Appalachian Rich Swamp","0","0","Laurentian-Acadian - Swamp Systems","North-Central Interior Wet Flatwoods","0","South-Central Interior - / Upper Coastal Plain Wet Flatwoods","0","Southern Piedmont/Ridge and Valley - Upland Depression Swamp","Atlantic Coastal Plain Blackwater Stream Floodplain - Forest - Forest Modifier","Atlantic Coastal Plain Brownwater Stream Floodplain - Forest","Atlantic Coastal Plain Northern Tidal Wooded Swamp","Atlantic Coastal - Plain Small Blackwater River Floodplain Forest","Atlantic Coastal Plain Small - Brownwater River Floodplain Forest","Atlantic Coastal Plain Southern Tidal - Wooded Swamp","East Gulf Coastal Plain Large River Floodplain Forest - Forest - Modifier","East Gulf Coastal Plain Small Stream and River Floodplain Forest","East - Gulf Coastal Plain Tidal Wooded Swamp","0","Southeastern Great Plains Riparian - Forest","Southeastern Great Plains Floodplain Forest","Mississippi River Bottomland - Depression","Mississippi River Floodplain and Riparian Forest","Mississippi - River Low Floodplain (Bottomland) Forest","Mississippi River Riparian Forest","Red - River Large Floodplain Forest","Southern Coastal Plain Blackwater River Floodplain - Forest","Southern Piedmont Large Floodplain Forest - Forest Modifier","Southern - Piedmont Small Floodplain and Riparian Forest","West Gulf Coastal Plain Large - River Floodplain Forest","West Gulf Coastal Plain Near-Coast Large River Swamp","West - Gulf Coastal Plain Small Stream and River Forest","Atlantic Coastal Plain - Streamhead Seepage Swamp - Pocosin - and Baygall","Gulf and Atlantic Coastal - Plain Swamp Systems","Southern Coastal Plain Hydric Hammock","Southern Coastal - Plain Seepage Swamp and Baygall","West Gulf Coastal Plain Seepage Swamp and - Baygall","Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - - Taxodium/Nyssa Modifier","Atlantic Coastal Plain Nonriverine Swamp and Wet - Hardwood Forest - Oak Dominated Modifier","East Gulf Coastal Plain Southern - Loblolly-Hardwood Flatwoods","Lower Mississippi River Bottomland Depressions - - Forest Modifier","Lower Mississippi River Flatwoods","Northern Atlantic - Coastal Plain Basin Swamp and Wet Hardwood Forest","Southern Coastal Plain - Nonriverine Basin Swamp","Southern Coastal Plain Nonriverine Basin Swamp - - Okefenokee Bay/Gum Modifier","Southern Coastal Plain Nonriverine Basin Swamp - - Okefenokee Pine Modifier","Southern Coastal Plain Nonriverine Basin Swamp - - Okefenokee Taxodium Modifier","West Gulf Coastal Plain Nonriverine Wet Hardwood - Flatwoods","West Gulf Coastal Plain Pine-Hardwood Flatwoods","Edwards Plateau - Riparian","Atlantic Coastal Plain Clay-Based Carolina Bay Forested Wetland","Atlantic - Coastal Plain Clay-Based Carolina Bay Herbaceous Wetland","Atlantic Coastal - Plain Southern Wet Pine Savanna and Flatwoods","Central Atlantic Coastal Plain - Wet Longleaf Pine Savanna and Flatwoods","Central Florida Pine Flatwoods","East - Gulf Coastal Plain Near-Coast Pine Flatwoods","East Gulf Coastal Plain Near-Coast - Pine Flatwoods - Open Understory Modifier","East Gulf Coastal Plain Near-Coast - Pine Flatwoods - Scrub/Shrub Understory Modifier","South Florida Pine Flatwoods","Southern - Coastal Plain Nonriverine Cypress Dome","West Gulf Coastal Plain Wet Longleaf - Pine Savanna and Flatwoods","Columbia Basin Foothill Riparian Woodland and - Shrubland","Great Basin Foothill and Lower Montane Riparian Woodland and Shrubland","0","Northern - Rocky Mountain Conifer Swamp","Northern Rocky Mountain Lower Montane Riparian - Woodland and Shrubland","Rocky Mountain Lower Montane Riparian Woodland and - Shrubland","Rocky Mountain Montane Riparian Systems","Rocky Mountain Subalpine-Montane - Riparian Woodland","North Pacific Hardwood-Conifer Swamp","North Pacific Lowland - Riparian Forest and Shrubland","North Pacific Montane Riparian Woodland and - Shrubland","North Pacific Shrub Swamp","California Central Valley Riparian - Woodland and Shrubland","Mediterranean California Foothill and Lower Montane - Riparian Woodland","Mediterranean California Serpentine Foothill and Lower - Montane Riparian Woodland and Seep","North American Warm Desert Lower Montane - Riparian Woodland and Shrubland","North American Warm Desert Riparian Systems","North - American Warm Desert Riparian Woodland and Shrubland","Tamaulipan Floodplain","Tamaulipan - Riparian Systems","Boreal Aspen-Birch Forest","Boreal Jack Pine-Black Spruce - Forest","Boreal White Spruce-Fir-Hardwood Forest","Boreal-Laurentian Conifer - Acidic Swamp and Treed Poor Fen","Eastern Boreal Floodplain","South Florida - Shell Hash Beach","Southeast Florida Beach","Southwest Florida Beach","South - Florida Everglades Sawgrass Marsh","South Florida Freshwater Slough and Gator - Hole","South Florida Wet Marl Prairie","California Maritime Chaparral","California - Mesic Chaparral","California Xeric Serpentine Chaparral","Klamath-Siskiyou - Xeromorphic Serpentine Savanna and Chaparral","Mediterranean California Mesic - Serpentine Woodland and Chaparral","Northern and Central California Dry-Mesic - Chaparral","Southern California Dry-Mesic Chaparral","Southern California - Coastal Scrub","California Central Valley and Southern Coastal Grassland","California - Mesic Serpentine Grassland","Columbia Basin Foothill and Canyon Dry Grassland","Columbia - Basin Palouse Prairie","North Pacific Alpine and Subalpine Dry Grassland","North - Pacific Montane Grassland","North Pacific Montane Shrubland","Northern Rocky - Mountain Lower Montane, Foothill and Valley Grassland","Northern Rocky Mountain - Montane-Foothill Deciduous Shrubland","Northern Rocky Mountain Subalpine Deciduous - Shrubland","Northern Rocky Mountain Subalpine-Upper Montane Grassland","Southern - Rocky Mountain Montane-Subalpine Grassland","Rocky Mountain Gambel Oak-Mixed - Montane Shrubland","Rocky Mountain Lower Montane-Foothill Shrubland","California - Northern Coastal Grassland","North Pacific Herbaceous Bald and Bluff","North - Pacific Hypermaritime Shrub and Herbaceous Headland","Willamette Valley Upland - Prairie and Savanna","Mediterranean California Subalpine Meadow","Rocky Mountain - Subalpine-Montane Mesic Meadow","Central Mixedgrass Prairie","Northwestern - Great Plains Mixedgrass Prairie","Western Great Plains Foothill and Piedmont - Grassland","Western Great Plains Tallgrass Prairie","Western Great Plains - Sand Prairie","Western Great Plains Sandhill Steppe","Western Great Plains - Mesquite Woodland and Shrubland","Western Great Plains Shortgrass Prairie","Arkansas - Valley Prairie and Woodland","Central Tallgrass Prairie","North-Central Interior - Oak Savanna","North-Central Interior Sand and Gravel Tallgrass Prairie","North-Central - Oak Barrens","Northern Tallgrass Prairie","Southeastern Great Plains Tallgrass - Prairie","Texas Blackland Tallgrass Prairie","Texas-Louisiana Coastal Prairie","Central - Appalachian Pine-Oak Rocky Woodland","Southern Appalachian Grass and Shrub - Bald","Southern Appalachian Grass and Shrub Bald - Herbaceous Modifier","Southern - Appalachian Grass and Shrub Bald - Shrub Modifier","Central Appalachian Alkaline - Glade and Woodland","Central Interior Highlands Calcareous Glade and Barrens","Central - Interior Highlands Dry Acidic Glade and Barrens","Cumberland Sandstone Glade - and Barrens","Great Lakes Alvar","Nashville Basin Limestone Glade","Southern - Ridge and Valley / Cumberland Dry Calcareous Forest","Southern Piedmont Glade - and Barrens","East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland - - Herbaceous Modifier","East Gulf Coastal Plain Jackson Prairie and Woodland","Eastern - Highland Rim Prairie and Barrens - Dry Modifier","Coahuilan Chaparral","Madrean - Oriental Chaparral","Mogollon Chaparral","Sonora-Mojave Semi-Desert Chaparral","California - Montane Woodland and Chaparral","Great Basin Semi-Desert Chaparral","Florida - Dry Prairie","Florida Peninsula Inland Scrub","West Gulf Coastal Plain Catahoula - Barrens","West Gulf Coastal Plain Nepheline Syenite Glade","East Gulf Coastal - Plain Jackson Plain Dry Flatwoods - Open Understory Modifier","West Gulf Coastal - Plain Northern Calcareous Prairie","West Gulf Coastal Plain Southern Calcareous - Prairie","Acadian-Appalachian Subalpine Woodland and Heath-Krummholz","Atlantic - and Gulf Coastal Plain Interdunal Wetland","Atlantic Coastal Plain Southern - Dune and Maritime Grassland","Central and Upper Texas Coast Dune and Coastal - Grassland","East Gulf Coastal Plain Dune and Coastal Grassland","Great Lakes - Dune","Northern Atlantic Coastal Plain Dune and Swale","Northern Atlantic - Coastal Plain Heathland and Grassland","South Texas Dune and Coastal Grassland","South - Texas Sand Sheet Grassland","Southwest Florida Dune and Coastal Grassland","North - Pacific Coastal Cliff and Bluff","North Pacific Maritime Coastal Sand Dune - and Strand","Northern California Coastal Scrub","Mediterranean California - Coastal Bluff","Mediterranean California Northern Coastal Dune","Mediterranean - California Southern Coastal Dune","Atlantic Coastal Plain Northern Sandy Beach","Atlantic - Coastal Plain Sea Island Beach","Atlantic Coastal Plain Southern Beach","Florida - Panhandle Beach Vegetation","Louisiana Beach","Northern Atlantic Coastal Plain - Sandy Beach","Texas Coastal Bend Beach","Upper Texas Coast Beach","0","Mediterranean - California Serpentine Fen","Mediterranean California Subalpine-Montane Fen","North - Pacific Bog and Fen","Rocky Mountain Subalpine-Montane Fen","Atlantic Coastal - Plain Peatland Pocosin","Southern and Central Appalachian Bog and Fen","Atlantic - Coastal Plain Central Fresh-Oligohaline Tidal Marsh","Atlantic Coastal Plain - Embayed Region Tidal Freshwater Marsh","Atlantic Coastal Plain Northern Fresh - and Oligohaline Tidal Marsh","Florida Big Bend Fresh-Oligohaline Tidal Marsh","Atlantic - Coastal Plain Depression Pondshore","Atlantic Coastal Plain Large Natural - Lakeshore","Central Florida Herbaceous Pondshore","Central Florida Herbaceous - Seep","East Gulf Coastal Plain Savanna and Wet Prairie","East Gulf Coastal - Plain Depression Pondshore","Floridian Highlands Freshwater Marsh","Southern - Coastal Plain Herbaceous Seepage Bog","Southern Coastal Plain Nonriverine - Basin Swamp - Okefenokee Clethra Modifier","Southern Coastal Plain Nonriverine - Basin Swamp - Okefenokee Nupea Modifier","Texas-Louisiana Coastal Prairie - Slough","Central Interior and Appalachian Shrub-Herbaceous Wetland Systems","Great - Lakes Coastal Marsh Systems","0","0","Laurentian-Acadian Shrub-Herbaceous - Wetland Systems","0","Eastern Great Plains Wet Meadow, Prairie and Marsh","Great - Lakes Wet-Mesic Lakeplain Prairie","Great Plains Prairie Pothole","Western - Great Plains Closed Depression Wetland","Western Great Plains Depressional - Wetland Systems","Western Great Plains Open Freshwater Depression Wetland","Cumberland - Riverscour","Inter-Mountain Basins Interdunal Swale Wetland","North Pacific - Avalanche Chute Shrubland","North Pacific Intertidal Freshwater Wetland","Temperate - Pacific Freshwater Emergent Marsh","Temperate Pacific Freshwater Mudflat","Columbia - Plateau Vernal Pool","Northern California Claypan Vernal Pool","Northern Rocky - Mountain Wooded Vernal Pool","Columbia Plateau Silver Sagebrush Seasonally - Flooded Shrub-Steppe","Rocky Mountain Alpine-Montane Wet Meadow","Rocky Mountain - Subalpine-Montane Riparian Shrubland","Temperate Pacific Montane Wet Meadow","Willamette - Valley Wet Prairie","Chihuahuan-Sonoran Desert Bottomland and Swale Grassland","North - American Arid West Emergent Marsh","North American Warm Desert Riparian Mesquite - Bosque","Western Great Plains Saline Depression Wetland","Acadian Salt Marsh - and Estuary Systems","Atlantic Coastal Plain Central Salt and Brackish Tidal - Marsh","Atlantic Coastal Plain Embayed Region Tidal Salt and Brackish Marsh","Atlantic - Coastal Plain Indian River Lagoon Tidal Marsh","Atlantic Coastal Plain Northern - Tidal Salt Marsh","Florida Big Bend Salt-Brackish Tidal Marsh","Gulf and Atlantic - Coastal Plain Tidal Marsh Systems","Mississippi Sound Salt and Brackish Tidal - Marsh","Texas Saline Coastal Prairie","Temperate Pacific Tidal Salt and Brackish - Marsh","Inter-Mountain Basins Alkaline Closed Depression","Inter-Mountain - Basins Greasewood Flat","Inter-Mountain Basins Playa","North American Warm - Desert Playa","Apacherian-Chihuahuan Mesquite Upland Scrub","Apacherian-Chihuahuan - Semi-Desert Grassland and Steppe","Chihuahuan Creosotebush, Mixed Desert and - Thorn Scrub","Chihuahuan Gypsophilous Grassland and Steppe","Chihuahuan Loamy - Plains Desert Grassland","Chihuahuan Mixed Desert and Thorn Scrub","Chihuahuan - Sandy Plains Semi-Desert Grassland","Chihuahuan Stabilized Coppice Dune and - Sand Flat Scrub","Chihuahuan Succulent Desert Scrub","Madrean Juniper Savanna","Mojave - Mid-Elevation Mixed Desert Scrub","North American Warm Desert Active and Stabilized - Dune","Sonora-Mojave Creosotebush-White Bursage Desert Scrub","Sonoran Mid-Elevation - Desert Scrub","Sonoran Paloverde-Mixed Cacti Desert Scrub","Chihuahuan Mixed - Salt Desert Scrub","Sonora-Mojave Mixed Salt Desert Scrub","North American - Warm Desert Wash","South Texas Lomas","Tamaulipan Calcareous Thornscrub","Tamaulipan - Clay Grassland","Tamaulipan Mesquite Upland Scrub","Tamaulipan Mixed Deciduous - Thornscrub","Tamaulipan Savanna Grassland","Inter-Mountain Basins Mat Saltbush - Shrubland","Inter-Mountain Basins Mixed Salt Desert Scrub","Inter-Mountain - Basins Wash","Columbia Plateau Steppe and Grassland","Great Basin Xeric Mixed - Sagebrush Shrubland","Inter-Mountain Basins Big Sagebrush Shrubland","Inter-Mountain - Basins Big Sagebrush Steppe","Inter-Mountain Basins Montane Sagebrush Steppe","Colorado - Plateau Mixed Low Sagebrush Shrubland","Columbia Plateau Low Sagebrush Steppe","Columbia - Plateau Scabland Shrubland","Wyoming Basins Dwarf Sagebrush Shrubland and - Steppe","Colorado Plateau Blackbrush-Mormon-tea Shrubland","Inter-Mountain - Basins Semi-Desert Grassland","Inter-Mountain Basins Semi-Desert Shrub Steppe","Southern - Colorado Plateau Sand Shrubland","Acadian-Appalachian Alpine Tundra","Rocky - Mountain Alpine Dwarf-Shrubland","Rocky Mountain Alpine Fell-Field","Rocky - Mountain Alpine Turf","Mediterranean California Alpine Dry Tundra","Mediterranean - California Alpine Fell-Field","North Pacific Dry and Mesic Alpine Dwarf-Shrubland, - Fell-field and Meadow","Rocky Mountain Alpine Tundra/Fell-field/Dwarf-shrub - Map Unit","Temperate Pacific Intertidal Mudflat","Mediterranean California - Eelgrass Bed","North Pacific Maritime Eelgrass Bed","South-Central Interior - Large Floodplain - Herbaceous Modifier","East Gulf Coastal Plain Large River - Floodplain Forest - Herbaceous Modifier","Temperate Pacific Freshwater Aquatic - Bed","Central California Coast Ranges Cliff and Canyon","Mediterranean California - Serpentine Barrens","Southern California Coast Ranges Cliff and Canyon","Central - Interior Acidic Cliff and Talus","Central Interior Calcareous Cliff and Talus","East - Gulf Coastal Plain Dry Chalk Bluff","North-Central Appalachian Acidic Cliff - and Talus","North-Central Appalachian Circumneutral Cliff and Talus","Southern - Appalachian Montane Cliff","Southern Interior Acid Cliff","Southern Interior - Calcareous Cliff","Southern Piedmont Cliff","Southern Appalachian Granitic - Dome","Southern Appalachian Rocky Summit","Southern Piedmont Granite Flatrock","Rocky - Mountain Cliff, Canyon and Massive Bedrock","Klamath-Siskiyou Cliff and Outcrop","North - Pacific Montane Massive Bedrock, Cliff and Talus","North Pacific Serpentine - Barren","North Pacific Active Volcanic Rock and Cinder Land","Sierra Nevada - Cliff and Canyon","Western Great Plains Badland","Southwestern Great Plains - Canyon","Western Great Plains Cliff and Outcrop","North American Warm Desert - Badland","North American Warm Desert Bedrock Cliff and Outcrop","North American - Warm Desert Pavement","North American Warm Desert Volcanic Rockland","Colorado - Plateau Mixed Bedrock Canyon and Tableland","Columbia Plateau Ash and Tuff - Badland","Geysers and Hot Springs","Inter-Mountain Basins Active and Stabilized - Dune","Inter-Mountain Basins Cliff and Canyon","Inter-Mountain Basins Shale - Badland","Inter-Mountain Basins Volcanic Rock and Cinder Land","Rocky Mountain - Alpine Bedrock and Scree","Mediterranean California Alpine Bedrock and Scree","North - Pacific Alpine and Subalpine Bedrock and Scree","Unconsolidated Shore","Undifferentiated - Barren Land","North American Alpine Ice Field","Orchards Vineyards and Other - High Structure Agriculture","Cultivated Cropland","Pasture/Hay","Introduced - Upland Vegetation - Annual Grassland","Introduced Upland Vegetation - Perennial - Grassland and Forbland","Modified/Managed Southern Tall Grassland","Introduced - Upland Vegetation - Shrub","Introduced Riparian and Wetland Vegetation","Introduced - Upland Vegetation - Treed","0","Disturbed, Non-specific","Recently Logged - Areas","Harvested Forest - Grass/Forb Regeneration","Harvested Forest-Shrub - Regeneration","Harvested Forest - Northwestern Conifer Regeneration","Recently - Burned","Recently burned grassland","Recently burned shrubland","Recently - burned forest","Disturbed/Successional - Grass/Forb Regeneration","Disturbed/Successional - - Shrub Regeneration","Disturbed/Successional - Recently Chained Pinyon-Juniper","Open - Water (Aquaculture)","Open Water (Brackish/Salt)","Open Water (Fresh)","Quarries, - Mines, Gravel Pits and Oil Wells","Developed, Open Space","Developed, Low - Intensity","Developed, Medium Intensity","Developed, High Intensity"]}]},"description":"The - [USGS GAP/LANDFIRE National Terrestrial Ecosystems data](https://www.sciencebase.gov/catalog/item/573cc51be4b0dae0d5e4b0c5), - based on the [NatureServe Terrestrial Ecological Systems](https://www.natureserve.org/products/terrestrial-ecological-systems-united-states), - are the foundation of the most detailed, consistent map of vegetation available - for the United States. These data facilitate planning and management for - biological diversity on a regional and national scale.\n\nThis dataset includes - the [land cover](https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover) - component of the GAP/LANDFIRE project.\n\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"GeoTIFF - data","file:values":[{"values":[0],"summary":"0"},{"values":[1],"summary":"South - Florida Bayhead Swamp"},{"values":[2],"summary":"South Florida Cypress Dome"},{"values":[3],"summary":"South - Florida Dwarf Cypress Savanna"},{"values":[4],"summary":"South Florida Mangrove - Swamp"},{"values":[5],"summary":"South Florida Hardwood Hammock"},{"values":[6],"summary":"Southeast - Florida Coastal Strand and Maritime Hammock"},{"values":[7],"summary":"Southwest - Florida Coastal Strand and Maritime Hammock"},{"values":[8],"summary":"South - Florida Pine Rockland"},{"values":[9],"summary":"Atlantic Coastal Plain Fall-line - Sandhills Longleaf Pine Woodland - Open Understory"},{"values":[10],"summary":"Atlantic - Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory"},{"values":[11],"summary":"Atlantic - Coastal Plain Upland Longleaf Pine Woodland"},{"values":[12],"summary":"Atlantic - Coastal Plain Xeric River Dune"},{"values":[13],"summary":"East Gulf Coastal - Plain Interior Upland Longleaf Pine Woodland - Open Understory Modifier"},{"values":[14],"summary":"East - Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Scrub/Shrub Modifier"},{"values":[15],"summary":"Florida - Longleaf Pine Sandhill - Scrub/Shrub Understory Modifier"},{"values":[16],"summary":"Florida - Longleaf Pine Sandhill- Open Understory Modifier"},{"values":[17],"summary":"West - Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland"},{"values":[18],"summary":"Atlantic - Coastal Plain Central Maritime Forest"},{"values":[19],"summary":"Atlantic - Coastal Plain Southern Maritime Forest"},{"values":[20],"summary":"Central - and South Texas Coastal Fringe Forest and Woodland"},{"values":[21],"summary":"East - Gulf Coastal Plain Limestone Forest"},{"values":[22],"summary":"East Gulf - Coastal Plain Maritime Forest"},{"values":[23],"summary":"East Gulf Coastal - Plain Southern Loess Bluff Forest"},{"values":[24],"summary":"East Gulf Coastal - Plain Southern Mesic Slope Forest"},{"values":[25],"summary":"Mississippi - Delta Maritime Forest"},{"values":[26],"summary":"Southern Coastal Plain Dry - Upland Hardwood Forest"},{"values":[27],"summary":"Southern Coastal Plain - Oak Dome and Hammock"},{"values":[28],"summary":"West Gulf Coastal Plain Chenier - and Upper Texas Coastal Fringe Forest and Woodland"},{"values":[29],"summary":"West - Gulf Coastal Plain Mesic Hardwood Forest"},{"values":[30],"summary":"East-Central - Texas Plains Pine Forest and Woodland"},{"values":[31],"summary":"West Gulf - Coastal Plain Pine-Hardwood Forest"},{"values":[32],"summary":"West Gulf Coastal - Plain Sandhill Oak and Shortleaf Pine Forest and Woodland"},{"values":[33],"summary":"Atlantic - Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier"},{"values":[34],"summary":"Deciduous - Plantations"},{"values":[35],"summary":"East Gulf Coastal Plain Interior Upland - Longleaf Pine Woodland - Loblolly Modifier"},{"values":[36],"summary":"East - Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Offsite Hardwood - Modifier"},{"values":[37],"summary":"East Gulf Coastal Plain Near-Coast Pine - Flatwoods - Offsite Hardwood Modifier"},{"values":[38],"summary":"Evergreen - Plantation or Managed Pine"},{"values":[39],"summary":"California Central - Valley Mixed Oak Savanna"},{"values":[40],"summary":"California Coastal Closed-Cone - Conifer Forest and Woodland"},{"values":[41],"summary":"California Coastal - Live Oak Woodland and Savanna"},{"values":[42],"summary":"California Lower - Montane Blue Oak-Foothill Pine Woodland and Savanna"},{"values":[43],"summary":"Central - and Southern California Mixed Evergreen Woodland"},{"values":[44],"summary":"Mediterranean - California Lower Montane Black Oak-Conifer Forest and Woodland"},{"values":[45],"summary":"Southern - California Oak Woodland and Savanna"},{"values":[46],"summary":"Madrean Encinal"},{"values":[47],"summary":"Madrean - Pinyon-Juniper Woodland"},{"values":[48],"summary":"Madrean Pine-Oak Forest - and Woodland"},{"values":[49],"summary":"Madrean Upper Montane Conifer-Oak - Forest and Woodland"},{"values":[50],"summary":"Edwards Plateau Dry-Mesic - Slope Forest and Woodland"},{"values":[51],"summary":"Edwards Plateau Limestone - Savanna and Woodland"},{"values":[52],"summary":"Edwards Plateau Mesic Canyon"},{"values":[53],"summary":"Llano - Uplift Acidic Forest, Woodland and Glade"},{"values":[54],"summary":"East - Cascades Oak-Ponderosa Pine Forest and Woodland"},{"values":[55],"summary":"Mediterranean - California Mixed Evergreen Forest"},{"values":[56],"summary":"Mediterranean - California Mixed Oak Woodland"},{"values":[57],"summary":"North Pacific Dry - Douglas-fir-(Madrone) Forest and Woodland"},{"values":[58],"summary":"North - Pacific Oak Woodland"},{"values":[59],"summary":"Edwards Plateau Limestone - Shrubland"},{"values":[60],"summary":"Allegheny-Cumberland Dry Oak Forest - and Woodland - Hardwood"},{"values":[61],"summary":"Allegheny-Cumberland Dry - Oak Forest and Woodland - Pine Modifier"},{"values":[62],"summary":"Central - and Southern Appalachian Montane Oak Forest"},{"values":[63],"summary":"Central - and Southern Appalachian Northern Hardwood Forest"},{"values":[64],"summary":"Central - Appalachian Oak and Pine Forest"},{"values":[65],"summary":"Crosstimbers Oak - Forest and Woodland"},{"values":[66],"summary":"East Gulf Coastal Plain Black - Belt Calcareous Prairie and Woodland - Woodland Modifier"},{"values":[67],"summary":"East - Gulf Coastal Plain Northern Dry Upland Hardwood Forest"},{"values":[68],"summary":"East - Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier"},{"values":[69],"summary":"East - Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier"},{"values":[70],"summary":"East-Central - Texas Plains Post Oak Savanna and Woodland"},{"values":[71],"summary":"Lower - Mississippi River Dune Woodland and Forest"},{"values":[72],"summary":"Mississippi - River Alluvial Plain Dry-Mesic Loess Slope Forest"},{"values":[73],"summary":"North-Central - Interior Dry Oak Forest and Woodland"},{"values":[74],"summary":"North-Central - Interior Dry-Mesic Oak Forest and Woodland"},{"values":[75],"summary":"Northeastern - Interior Dry Oak Forest - Mixed Modifier"},{"values":[76],"summary":"Northeastern - Interior Dry Oak Forest - Virginia/Pitch Pine Modifier"},{"values":[77],"summary":"Northeastern - Interior Dry Oak Forest-Hardwood Modifier"},{"values":[78],"summary":"Northeastern - Interior Dry-Mesic Oak Forest"},{"values":[79],"summary":"Northern Atlantic - Coastal Plain Dry Hardwood Forest"},{"values":[80],"summary":"Crowley''s Ridge - Sand Forest"},{"values":[81],"summary":"Ouachita Montane Oak Forest"},{"values":[82],"summary":"Ozark-Ouachita - Dry Oak Woodland"},{"values":[83],"summary":"Ozark-Ouachita Dry-Mesic Oak - Forest"},{"values":[84],"summary":"Southern and Central Appalachian Oak Forest"},{"values":[85],"summary":"Southern - and Central Appalachian Oak Forest - Xeric"},{"values":[86],"summary":"Southern - Interior Low Plateau Dry-Mesic Oak Forest"},{"values":[87],"summary":"Southern - Ridge and Valley Dry Calcareous Forest"},{"values":[88],"summary":"Southern - Ridge and Valley Dry Calcareous Forest - Pine modifier"},{"values":[89],"summary":"East - Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite Pine Modifier"},{"values":[90],"summary":"Managed - Tree Plantation"},{"values":[91],"summary":"Ruderal forest"},{"values":[92],"summary":"Southern - Piedmont Dry Oak-(Pine) Forest - Loblolly Pine Modifier"},{"values":[93],"summary":"Acadian - Low-Elevation Spruce-Fir-Hardwood Forest"},{"values":[94],"summary":"Acadian-Appalachian - Montane Spruce-Fir Forest"},{"values":[95],"summary":"Appalachian Hemlock-Hardwood - Forest"},{"values":[96],"summary":"Central and Southern Appalachian Spruce-Fir - Forest"},{"values":[97],"summary":"0"},{"values":[98],"summary":"Laurentian-Acadian - Northern Hardwoods Forest"},{"values":[99],"summary":"Laurentian-Acadian Northern - Pine-(Oak) Forest"},{"values":[100],"summary":"Laurentian-Acadian Pine-Hemlock-Hardwood - Forest"},{"values":[101],"summary":"Paleozoic Plateau Bluff and Talus"},{"values":[102],"summary":"Southern - Appalachian Northern Hardwood Forest"},{"values":[103],"summary":"Atlantic - Coastal Plain Dry and Dry-Mesic Oak Forest"},{"values":[104],"summary":"Atlantic - Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Offsite Hardwood"},{"values":[105],"summary":"East - Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Hardwood Modifier"},{"values":[106],"summary":"East - Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Mixed Modifier"},{"values":[107],"summary":"Ozark-Ouachita - Shortleaf Pine-Bluestem Woodland"},{"values":[108],"summary":"Ozark-Ouachita - Shortleaf Pine-Oak Forest and Woodland"},{"values":[109],"summary":"Southeastern - Interior Longleaf Pine Woodland"},{"values":[110],"summary":"Southern Appalachian - Low Mountain Pine Forest"},{"values":[111],"summary":"Southern Piedmont Dry - Oak-(Pine) Forest"},{"values":[112],"summary":"Southern Piedmont Dry Oak-(Pine) - Forest - Hardwood Modifier"},{"values":[113],"summary":"Southern Piedmont - Dry Oak-(Pine) Forest - Mixed Modifier"},{"values":[114],"summary":"Southern - Piedmont Dry Oak-Heath Forest - Mixed Modifier"},{"values":[115],"summary":"Eastern - Great Plains Tallgrass Aspen Parkland"},{"values":[116],"summary":"Northwestern - Great Plains Aspen Forest and Parkland"},{"values":[117],"summary":"Northwestern - Great Plains Shrubland"},{"values":[118],"summary":"Western Great Plains Dry - Bur Oak Forest and Woodland"},{"values":[119],"summary":"Western Great Plains - Wooded Draw and Ravine"},{"values":[120],"summary":"Southern Atlantic Coastal - Plain Mesic Hardwood Forest"},{"values":[121],"summary":"East Gulf Coastal - Plain Northern Loess Bluff Forest"},{"values":[122],"summary":"East Gulf Coastal - Plain Northern Mesic Hardwood Forest"},{"values":[123],"summary":"North-Central - Interior Beech-Maple Forest"},{"values":[124],"summary":"North-Central Interior - Maple-Basswood Forest"},{"values":[125],"summary":"Ozark-Ouachita Mesic Hardwood - Forest"},{"values":[126],"summary":"South-Central Interior Mesophytic Forest"},{"values":[127],"summary":"Southern - and Central Appalachian Cove Forest"},{"values":[128],"summary":"Crowley''s - Ridge Mesic Loess Slope Forest"},{"values":[129],"summary":"Southern Piedmont - Mesic Forest"},{"values":[130],"summary":"Appalachian Shale Barrens"},{"values":[131],"summary":"Atlantic - Coastal Plain Northern Maritime Forest"},{"values":[132],"summary":"Laurentian - Pine-Oak Barrens"},{"values":[133],"summary":"Northeastern Interior Pine Barrens"},{"values":[134],"summary":"Northern - Atlantic Coastal Plain Pitch Pine Barrens"},{"values":[135],"summary":"Southern - Appalachian Montane Pine Forest and Woodland"},{"values":[136],"summary":"East - Cascades Mesic Montane Mixed-Conifer Forest and Woodland"},{"values":[137],"summary":"Middle - Rocky Mountain Montane Douglas-fir Forest and Woodland"},{"values":[138],"summary":"Northern - Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest"},{"values":[139],"summary":"Northern - Rocky Mountain Foothill Conifer Wooded Steppe"},{"values":[140],"summary":"Northern - Rocky Mountain Mesic Montane Mixed Conifer Forest"},{"values":[141],"summary":"Northern - Rocky Mountain Ponderosa Pine Woodland and Savanna"},{"values":[142],"summary":"Northern - Rocky Mountain Western Larch Savanna"},{"values":[143],"summary":"Northwestern - Great Plains - Black Hills Ponderosa Pine Woodland and Savanna"},{"values":[144],"summary":"Rocky - Mountain Foothill Limber Pine-Juniper Woodland"},{"values":[145],"summary":"Inter-Mountain - Basins Aspen-Mixed Conifer Forest and Woodland"},{"values":[146],"summary":"Inter-Mountain - Basins Subalpine Limber-Bristlecone Pine Woodland"},{"values":[147],"summary":"Northern - Rocky Mountain Subalpine Woodland and Parkland"},{"values":[148],"summary":"Rocky - Mountain Aspen Forest and Woodland"},{"values":[149],"summary":"Rocky Mountain - Lodgepole Pine Forest"},{"values":[150],"summary":"Rocky Mountain Poor-Site - Lodgepole Pine Forest"},{"values":[151],"summary":"Rocky Mountain Subalpine - Dry-Mesic Spruce-Fir Forest and Woodland"},{"values":[152],"summary":"Rocky - Mountain Subalpine Mesic Spruce-Fir Forest and Woodland"},{"values":[153],"summary":"Rocky - Mountain Subalpine-Montane Limber-Bristlecone Pine Woodland"},{"values":[154],"summary":"Rocky - Mountain Bigtooth Maple Ravine Woodland"},{"values":[155],"summary":"Southern - Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland"},{"values":[156],"summary":"Southern - Rocky Mountain Mesic Montane Mixed Conifer Forest and Woodland"},{"values":[157],"summary":"Southern - Rocky Mountain Ponderosa Pine Savanna"},{"values":[158],"summary":"Southern - Rocky Mountain Ponderosa Pine Woodland"},{"values":[159],"summary":"California - Montane Jeffrey Pine-(Ponderosa Pine) Woodland"},{"values":[160],"summary":"Klamath-Siskiyou - Lower Montane Serpentine Mixed Conifer Woodland"},{"values":[161],"summary":"Klamath-Siskiyou - Upper Montane Serpentine Mixed Conifer Woodland"},{"values":[162],"summary":"Mediterranean - California Dry-Mesic Mixed Conifer Forest and Woodland"},{"values":[163],"summary":"Mediterranean - California Mesic Mixed Conifer Forest and Woodland"},{"values":[164],"summary":"Sierran-Intermontane - Desert Western White Pine-White Fir Woodland"},{"values":[165],"summary":"California - Coastal Redwood Forest"},{"values":[166],"summary":"North Pacific Broadleaf - Landslide Forest and Shrubland"},{"values":[167],"summary":"North Pacific - Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest"},{"values":[168],"summary":"North - Pacific Hypermaritime Sitka Spruce Forest"},{"values":[169],"summary":"North - Pacific Hypermaritime Western Red-cedar-Western Hemlock Forest"},{"values":[170],"summary":"North - Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland"},{"values":[171],"summary":"North - Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest"},{"values":[172],"summary":"North - Pacific Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest"},{"values":[173],"summary":"North - Pacific Mesic Western Hemlock-Silver Fir Forest"},{"values":[174],"summary":"North - Pacific Wooded Volcanic Flowage"},{"values":[175],"summary":"Mediterranean - California Red Fir Forest"},{"values":[176],"summary":"Mediterranean California - Subalpine Woodland"},{"values":[177],"summary":"North Pacific Maritime Mesic - Subalpine Parkland"},{"values":[178],"summary":"North Pacific Mountain Hemlock - Forest"},{"values":[179],"summary":"Northern California Mesic Subalpine Woodland"},{"values":[180],"summary":"Northern - Pacific Mesic Subalpine Woodland"},{"values":[181],"summary":"Sierra Nevada - Subalpine Lodgepole Pine Forest and Woodland"},{"values":[182],"summary":"Columbia - Plateau Western Juniper Woodland and Savanna"},{"values":[183],"summary":"Great - Basin Pinyon-Juniper Woodland"},{"values":[184],"summary":"Inter-Mountain - Basins Curl-leaf Mountain Mahogany Woodland and Shrubland"},{"values":[185],"summary":"Inter-Mountain - Basins Juniper Savanna"},{"values":[186],"summary":"Colorado Plateau Pinyon-Juniper - Shrubland"},{"values":[187],"summary":"Colorado Plateau Pinyon-Juniper Woodland"},{"values":[188],"summary":"Southern - Rocky Mountain Juniper Woodland and Savanna"},{"values":[189],"summary":"Southern - Rocky Mountain Pinyon-Juniper Woodland"},{"values":[190],"summary":"Northwestern - Great Plains Floodplain"},{"values":[191],"summary":"Northwestern Great Plains - Riparian"},{"values":[192],"summary":"Western Great Plains Floodplain"},{"values":[193],"summary":"Western - Great Plains Floodplain Systems"},{"values":[194],"summary":"Western Great - Plains Riparian Woodland and Shrubland"},{"values":[195],"summary":"Central - Appalachian Floodplain - Forest Modifier"},{"values":[196],"summary":"Central - Appalachian Riparian - Forest Modifier"},{"values":[197],"summary":"Central - Interior and Appalachian Floodplain Systems"},{"values":[198],"summary":"Central - Interior and Appalachian Riparian Systems"},{"values":[199],"summary":"Laurentian-Acadian - Floodplain Systems"},{"values":[200],"summary":"Ozark-Ouachita Riparian"},{"values":[201],"summary":"South-Central - Interior Large Floodplain"},{"values":[202],"summary":"South-Central Interior - Large Floodplain - Forest Modifier"},{"values":[203],"summary":"South-Central - Interior Small Stream and Riparian"},{"values":[204],"summary":"North-Central - Interior and Appalachian Rich Swamp"},{"values":[205],"summary":"0"},{"values":[206],"summary":"0"},{"values":[207],"summary":"Laurentian-Acadian - Swamp Systems"},{"values":[208],"summary":"North-Central Interior Wet Flatwoods"},{"values":[209],"summary":"0"},{"values":[210],"summary":"South-Central - Interior / Upper Coastal Plain Wet Flatwoods"},{"values":[211],"summary":"0"},{"values":[212],"summary":"Southern - Piedmont/Ridge and Valley Upland Depression Swamp"},{"values":[213],"summary":"Atlantic - Coastal Plain Blackwater Stream Floodplain Forest - Forest Modifier"},{"values":[214],"summary":"Atlantic - Coastal Plain Brownwater Stream Floodplain Forest"},{"values":[215],"summary":"Atlantic - Coastal Plain Northern Tidal Wooded Swamp"},{"values":[216],"summary":"Atlantic - Coastal Plain Small Blackwater River Floodplain Forest"},{"values":[217],"summary":"Atlantic - Coastal Plain Small Brownwater River Floodplain Forest"},{"values":[218],"summary":"Atlantic - Coastal Plain Southern Tidal Wooded Swamp"},{"values":[219],"summary":"East - Gulf Coastal Plain Large River Floodplain Forest - Forest Modifier"},{"values":[220],"summary":"East - Gulf Coastal Plain Small Stream and River Floodplain Forest"},{"values":[221],"summary":"East - Gulf Coastal Plain Tidal Wooded Swamp"},{"values":[222],"summary":"0"},{"values":[223],"summary":"Southeastern - Great Plains Riparian Forest"},{"values":[224],"summary":"Southeastern Great - Plains Floodplain Forest"},{"values":[225],"summary":"Mississippi River Bottomland - Depression"},{"values":[226],"summary":"Mississippi River Floodplain and Riparian - Forest"},{"values":[227],"summary":"Mississippi River Low Floodplain (Bottomland) - Forest"},{"values":[228],"summary":"Mississippi River Riparian Forest"},{"values":[229],"summary":"Red - River Large Floodplain Forest"},{"values":[230],"summary":"Southern Coastal - Plain Blackwater River Floodplain Forest"},{"values":[231],"summary":"Southern - Piedmont Large Floodplain Forest - Forest Modifier"},{"values":[232],"summary":"Southern - Piedmont Small Floodplain and Riparian Forest"},{"values":[233],"summary":"West - Gulf Coastal Plain Large River Floodplain Forest"},{"values":[234],"summary":"West - Gulf Coastal Plain Near-Coast Large River Swamp"},{"values":[235],"summary":"West - Gulf Coastal Plain Small Stream and River Forest"},{"values":[236],"summary":"Atlantic - Coastal Plain Streamhead Seepage Swamp - Pocosin - and Baygall"},{"values":[237],"summary":"Gulf - and Atlantic Coastal Plain Swamp Systems"},{"values":[238],"summary":"Southern - Coastal Plain Hydric Hammock"},{"values":[239],"summary":"Southern Coastal - Plain Seepage Swamp and Baygall"},{"values":[240],"summary":"West Gulf Coastal - Plain Seepage Swamp and Baygall"},{"values":[241],"summary":"Atlantic Coastal - Plain Nonriverine Swamp and Wet Hardwood Forest - Taxodium/Nyssa Modifier"},{"values":[242],"summary":"Atlantic - Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Oak Dominated Modifier"},{"values":[243],"summary":"East - Gulf Coastal Plain Southern Loblolly-Hardwood Flatwoods"},{"values":[244],"summary":"Lower - Mississippi River Bottomland Depressions - Forest Modifier"},{"values":[245],"summary":"Lower - Mississippi River Flatwoods"},{"values":[246],"summary":"Northern Atlantic - Coastal Plain Basin Swamp and Wet Hardwood Forest"},{"values":[247],"summary":"Southern - Coastal Plain Nonriverine Basin Swamp"},{"values":[248],"summary":"Southern - Coastal Plain Nonriverine Basin Swamp - Okefenokee Bay/Gum Modifier"},{"values":[249],"summary":"Southern - Coastal Plain Nonriverine Basin Swamp - Okefenokee Pine Modifier"},{"values":[250],"summary":"Southern - Coastal Plain Nonriverine Basin Swamp - Okefenokee Taxodium Modifier"},{"values":[251],"summary":"West - Gulf Coastal Plain Nonriverine Wet Hardwood Flatwoods"},{"values":[252],"summary":"West - Gulf Coastal Plain Pine-Hardwood Flatwoods"},{"values":[253],"summary":"Edwards - Plateau Riparian"},{"values":[254],"summary":"Atlantic Coastal Plain Clay-Based - Carolina Bay Forested Wetland"},{"values":[255],"summary":"Atlantic Coastal - Plain Clay-Based Carolina Bay Herbaceous Wetland"},{"values":[256],"summary":"Atlantic - Coastal Plain Southern Wet Pine Savanna and Flatwoods"},{"values":[257],"summary":"Central - Atlantic Coastal Plain Wet Longleaf Pine Savanna and Flatwoods"},{"values":[258],"summary":"Central - Florida Pine Flatwoods"},{"values":[259],"summary":"East Gulf Coastal Plain - Near-Coast Pine Flatwoods"},{"values":[260],"summary":"East Gulf Coastal Plain - Near-Coast Pine Flatwoods - Open Understory Modifier"},{"values":[261],"summary":"East - Gulf Coastal Plain Near-Coast Pine Flatwoods - Scrub/Shrub Understory Modifier"},{"values":[262],"summary":"South - Florida Pine Flatwoods"},{"values":[263],"summary":"Southern Coastal Plain - Nonriverine Cypress Dome"},{"values":[264],"summary":"West Gulf Coastal Plain - Wet Longleaf Pine Savanna and Flatwoods"},{"values":[265],"summary":"Columbia - Basin Foothill Riparian Woodland and Shrubland"},{"values":[266],"summary":"Great - Basin Foothill and Lower Montane Riparian Woodland and Shrubland"},{"values":[267],"summary":"0"},{"values":[268],"summary":"Northern - Rocky Mountain Conifer Swamp"},{"values":[269],"summary":"Northern Rocky Mountain - Lower Montane Riparian Woodland and Shrubland"},{"values":[270],"summary":"Rocky - Mountain Lower Montane Riparian Woodland and Shrubland"},{"values":[271],"summary":"Rocky - Mountain Montane Riparian Systems"},{"values":[272],"summary":"Rocky Mountain - Subalpine-Montane Riparian Woodland"},{"values":[273],"summary":"North Pacific - Hardwood-Conifer Swamp"},{"values":[274],"summary":"North Pacific Lowland - Riparian Forest and Shrubland"},{"values":[275],"summary":"North Pacific Montane - Riparian Woodland and Shrubland"},{"values":[276],"summary":"North Pacific - Shrub Swamp"},{"values":[277],"summary":"California Central Valley Riparian - Woodland and Shrubland"},{"values":[278],"summary":"Mediterranean California - Foothill and Lower Montane Riparian Woodland"},{"values":[279],"summary":"Mediterranean - California Serpentine Foothill and Lower Montane Riparian Woodland and Seep"},{"values":[280],"summary":"North - American Warm Desert Lower Montane Riparian Woodland and Shrubland"},{"values":[281],"summary":"North - American Warm Desert Riparian Systems"},{"values":[282],"summary":"North American - Warm Desert Riparian Woodland and Shrubland"},{"values":[283],"summary":"Tamaulipan - Floodplain"},{"values":[284],"summary":"Tamaulipan Riparian Systems"},{"values":[285],"summary":"Boreal - Aspen-Birch Forest"},{"values":[286],"summary":"Boreal Jack Pine-Black Spruce - Forest"},{"values":[287],"summary":"Boreal White Spruce-Fir-Hardwood Forest"},{"values":[288],"summary":"Boreal-Laurentian - Conifer Acidic Swamp and Treed Poor Fen"},{"values":[289],"summary":"Eastern - Boreal Floodplain"},{"values":[290],"summary":"South Florida Shell Hash Beach"},{"values":[291],"summary":"Southeast - Florida Beach"},{"values":[292],"summary":"Southwest Florida Beach"},{"values":[293],"summary":"South - Florida Everglades Sawgrass Marsh"},{"values":[294],"summary":"South Florida - Freshwater Slough and Gator Hole"},{"values":[295],"summary":"South Florida - Wet Marl Prairie"},{"values":[296],"summary":"California Maritime Chaparral"},{"values":[297],"summary":"California - Mesic Chaparral"},{"values":[298],"summary":"California Xeric Serpentine Chaparral"},{"values":[299],"summary":"Klamath-Siskiyou - Xeromorphic Serpentine Savanna and Chaparral"},{"values":[300],"summary":"Mediterranean - California Mesic Serpentine Woodland and Chaparral"},{"values":[301],"summary":"Northern - and Central California Dry-Mesic Chaparral"},{"values":[302],"summary":"Southern - California Dry-Mesic Chaparral"},{"values":[303],"summary":"Southern California - Coastal Scrub"},{"values":[304],"summary":"California Central Valley and Southern - Coastal Grassland"},{"values":[305],"summary":"California Mesic Serpentine - Grassland"},{"values":[306],"summary":"Columbia Basin Foothill and Canyon - Dry Grassland"},{"values":[307],"summary":"Columbia Basin Palouse Prairie"},{"values":[308],"summary":"North - Pacific Alpine and Subalpine Dry Grassland"},{"values":[309],"summary":"North - Pacific Montane Grassland"},{"values":[310],"summary":"North Pacific Montane - Shrubland"},{"values":[311],"summary":"Northern Rocky Mountain Lower Montane, - Foothill and Valley Grassland"},{"values":[312],"summary":"Northern Rocky - Mountain Montane-Foothill Deciduous Shrubland"},{"values":[313],"summary":"Northern - Rocky Mountain Subalpine Deciduous Shrubland"},{"values":[314],"summary":"Northern - Rocky Mountain Subalpine-Upper Montane Grassland"},{"values":[315],"summary":"Southern - Rocky Mountain Montane-Subalpine Grassland"},{"values":[316],"summary":"Rocky - Mountain Gambel Oak-Mixed Montane Shrubland"},{"values":[317],"summary":"Rocky - Mountain Lower Montane-Foothill Shrubland"},{"values":[318],"summary":"California - Northern Coastal Grassland"},{"values":[319],"summary":"North Pacific Herbaceous - Bald and Bluff"},{"values":[320],"summary":"North Pacific Hypermaritime Shrub - and Herbaceous Headland"},{"values":[321],"summary":"Willamette Valley Upland - Prairie and Savanna"},{"values":[322],"summary":"Mediterranean California - Subalpine Meadow"},{"values":[323],"summary":"Rocky Mountain Subalpine-Montane - Mesic Meadow"},{"values":[324],"summary":"Central Mixedgrass Prairie"},{"values":[325],"summary":"Northwestern - Great Plains Mixedgrass Prairie"},{"values":[326],"summary":"Western Great - Plains Foothill and Piedmont Grassland"},{"values":[327],"summary":"Western - Great Plains Tallgrass Prairie"},{"values":[328],"summary":"Western Great - Plains Sand Prairie"},{"values":[329],"summary":"Western Great Plains Sandhill - Steppe"},{"values":[330],"summary":"Western Great Plains Mesquite Woodland - and Shrubland"},{"values":[331],"summary":"Western Great Plains Shortgrass - Prairie"},{"values":[332],"summary":"Arkansas Valley Prairie and Woodland"},{"values":[333],"summary":"Central - Tallgrass Prairie"},{"values":[334],"summary":"North-Central Interior Oak - Savanna"},{"values":[335],"summary":"North-Central Interior Sand and Gravel - Tallgrass Prairie"},{"values":[336],"summary":"North-Central Oak Barrens"},{"values":[337],"summary":"Northern - Tallgrass Prairie"},{"values":[338],"summary":"Southeastern Great Plains Tallgrass - Prairie"},{"values":[339],"summary":"Texas Blackland Tallgrass Prairie"},{"values":[340],"summary":"Texas-Louisiana - Coastal Prairie"},{"values":[341],"summary":"Central Appalachian Pine-Oak - Rocky Woodland"},{"values":[342],"summary":"Southern Appalachian Grass and - Shrub Bald"},{"values":[343],"summary":"Southern Appalachian Grass and Shrub - Bald - Herbaceous Modifier"},{"values":[344],"summary":"Southern Appalachian - Grass and Shrub Bald - Shrub Modifier"},{"values":[345],"summary":"Central - Appalachian Alkaline Glade and Woodland"},{"values":[346],"summary":"Central - Interior Highlands Calcareous Glade and Barrens"},{"values":[347],"summary":"Central - Interior Highlands Dry Acidic Glade and Barrens"},{"values":[348],"summary":"Cumberland - Sandstone Glade and Barrens"},{"values":[349],"summary":"Great Lakes Alvar"},{"values":[350],"summary":"Nashville - Basin Limestone Glade"},{"values":[351],"summary":"Southern Ridge and Valley - / Cumberland Dry Calcareous Forest"},{"values":[352],"summary":"Southern Piedmont - Glade and Barrens"},{"values":[353],"summary":"East Gulf Coastal Plain Black - Belt Calcareous Prairie and Woodland - Herbaceous Modifier"},{"values":[354],"summary":"East - Gulf Coastal Plain Jackson Prairie and Woodland"},{"values":[355],"summary":"Eastern - Highland Rim Prairie and Barrens - Dry Modifier"},{"values":[356],"summary":"Coahuilan - Chaparral"},{"values":[357],"summary":"Madrean Oriental Chaparral"},{"values":[358],"summary":"Mogollon - Chaparral"},{"values":[359],"summary":"Sonora-Mojave Semi-Desert Chaparral"},{"values":[360],"summary":"California - Montane Woodland and Chaparral"},{"values":[361],"summary":"Great Basin Semi-Desert - Chaparral"},{"values":[362],"summary":"Florida Dry Prairie"},{"values":[363],"summary":"Florida - Peninsula Inland Scrub"},{"values":[364],"summary":"West Gulf Coastal Plain - Catahoula Barrens"},{"values":[365],"summary":"West Gulf Coastal Plain Nepheline - Syenite Glade"},{"values":[366],"summary":"East Gulf Coastal Plain Jackson - Plain Dry Flatwoods - Open Understory Modifier"},{"values":[367],"summary":"West - Gulf Coastal Plain Northern Calcareous Prairie"},{"values":[368],"summary":"West - Gulf Coastal Plain Southern Calcareous Prairie"},{"values":[369],"summary":"Acadian-Appalachian - Subalpine Woodland and Heath-Krummholz"},{"values":[370],"summary":"Atlantic - and Gulf Coastal Plain Interdunal Wetland"},{"values":[371],"summary":"Atlantic - Coastal Plain Southern Dune and Maritime Grassland"},{"values":[372],"summary":"Central - and Upper Texas Coast Dune and Coastal Grassland"},{"values":[373],"summary":"East - Gulf Coastal Plain Dune and Coastal Grassland"},{"values":[374],"summary":"Great - Lakes Dune"},{"values":[375],"summary":"Northern Atlantic Coastal Plain Dune - and Swale"},{"values":[376],"summary":"Northern Atlantic Coastal Plain Heathland - and Grassland"},{"values":[377],"summary":"South Texas Dune and Coastal Grassland"},{"values":[378],"summary":"South - Texas Sand Sheet Grassland"},{"values":[379],"summary":"Southwest Florida - Dune and Coastal Grassland"},{"values":[380],"summary":"North Pacific Coastal - Cliff and Bluff"},{"values":[381],"summary":"North Pacific Maritime Coastal - Sand Dune and Strand"},{"values":[382],"summary":"Northern California Coastal - Scrub"},{"values":[383],"summary":"Mediterranean California Coastal Bluff"},{"values":[384],"summary":"Mediterranean - California Northern Coastal Dune"},{"values":[385],"summary":"Mediterranean - California Southern Coastal Dune"},{"values":[386],"summary":"Atlantic Coastal - Plain Northern Sandy Beach"},{"values":[387],"summary":"Atlantic Coastal Plain - Sea Island Beach"},{"values":[388],"summary":"Atlantic Coastal Plain Southern - Beach"},{"values":[389],"summary":"Florida Panhandle Beach Vegetation"},{"values":[390],"summary":"Louisiana - Beach"},{"values":[391],"summary":"Northern Atlantic Coastal Plain Sandy Beach"},{"values":[392],"summary":"Texas - Coastal Bend Beach"},{"values":[393],"summary":"Upper Texas Coast Beach"},{"values":[394],"summary":"0"},{"values":[395],"summary":"Mediterranean - California Serpentine Fen"},{"values":[396],"summary":"Mediterranean California - Subalpine-Montane Fen"},{"values":[397],"summary":"North Pacific Bog and Fen"},{"values":[398],"summary":"Rocky - Mountain Subalpine-Montane Fen"},{"values":[399],"summary":"Atlantic Coastal - Plain Peatland Pocosin"},{"values":[400],"summary":"Southern and Central Appalachian - Bog and Fen"},{"values":[401],"summary":"Atlantic Coastal Plain Central Fresh-Oligohaline - Tidal Marsh"},{"values":[402],"summary":"Atlantic Coastal Plain Embayed Region - Tidal Freshwater Marsh"},{"values":[403],"summary":"Atlantic Coastal Plain - Northern Fresh and Oligohaline Tidal Marsh"},{"values":[404],"summary":"Florida - Big Bend Fresh-Oligohaline Tidal Marsh"},{"values":[405],"summary":"Atlantic - Coastal Plain Depression Pondshore"},{"values":[406],"summary":"Atlantic Coastal - Plain Large Natural Lakeshore"},{"values":[407],"summary":"Central Florida - Herbaceous Pondshore"},{"values":[408],"summary":"Central Florida Herbaceous - Seep"},{"values":[409],"summary":"East Gulf Coastal Plain Savanna and Wet - Prairie"},{"values":[410],"summary":"East Gulf Coastal Plain Depression Pondshore"},{"values":[411],"summary":"Floridian - Highlands Freshwater Marsh"},{"values":[412],"summary":"Southern Coastal Plain - Herbaceous Seepage Bog"},{"values":[413],"summary":"Southern Coastal Plain - Nonriverine Basin Swamp - Okefenokee Clethra Modifier"},{"values":[414],"summary":"Southern - Coastal Plain Nonriverine Basin Swamp - Okefenokee Nupea Modifier"},{"values":[415],"summary":"Texas-Louisiana - Coastal Prairie Slough"},{"values":[416],"summary":"Central Interior and Appalachian - Shrub-Herbaceous Wetland Systems"},{"values":[417],"summary":"Great Lakes - Coastal Marsh Systems"},{"values":[418],"summary":"0"},{"values":[419],"summary":"0"},{"values":[420],"summary":"Laurentian-Acadian - Shrub-Herbaceous Wetland Systems"},{"values":[421],"summary":"0"},{"values":[422],"summary":"Eastern - Great Plains Wet Meadow, Prairie and Marsh"},{"values":[423],"summary":"Great - Lakes Wet-Mesic Lakeplain Prairie"},{"values":[424],"summary":"Great Plains - Prairie Pothole"},{"values":[425],"summary":"Western Great Plains Closed Depression - Wetland"},{"values":[426],"summary":"Western Great Plains Depressional Wetland - Systems"},{"values":[427],"summary":"Western Great Plains Open Freshwater - Depression Wetland"},{"values":[428],"summary":"Cumberland Riverscour"},{"values":[429],"summary":"Inter-Mountain - Basins Interdunal Swale Wetland"},{"values":[430],"summary":"North Pacific - Avalanche Chute Shrubland"},{"values":[431],"summary":"North Pacific Intertidal - Freshwater Wetland"},{"values":[432],"summary":"Temperate Pacific Freshwater - Emergent Marsh"},{"values":[433],"summary":"Temperate Pacific Freshwater Mudflat"},{"values":[434],"summary":"Columbia - Plateau Vernal Pool"},{"values":[435],"summary":"Northern California Claypan - Vernal Pool"},{"values":[436],"summary":"Northern Rocky Mountain Wooded Vernal - Pool"},{"values":[437],"summary":"Columbia Plateau Silver Sagebrush Seasonally - Flooded Shrub-Steppe"},{"values":[438],"summary":"Rocky Mountain Alpine-Montane - Wet Meadow"},{"values":[439],"summary":"Rocky Mountain Subalpine-Montane Riparian - Shrubland"},{"values":[440],"summary":"Temperate Pacific Montane Wet Meadow"},{"values":[441],"summary":"Willamette - Valley Wet Prairie"},{"values":[442],"summary":"Chihuahuan-Sonoran Desert - Bottomland and Swale Grassland"},{"values":[443],"summary":"North American - Arid West Emergent Marsh"},{"values":[444],"summary":"North American Warm - Desert Riparian Mesquite Bosque"},{"values":[445],"summary":"Western Great - Plains Saline Depression Wetland"},{"values":[446],"summary":"Acadian Salt - Marsh and Estuary Systems"},{"values":[447],"summary":"Atlantic Coastal Plain - Central Salt and Brackish Tidal Marsh"},{"values":[448],"summary":"Atlantic - Coastal Plain Embayed Region Tidal Salt and Brackish Marsh"},{"values":[449],"summary":"Atlantic - Coastal Plain Indian River Lagoon Tidal Marsh"},{"values":[450],"summary":"Atlantic - Coastal Plain Northern Tidal Salt Marsh"},{"values":[451],"summary":"Florida - Big Bend Salt-Brackish Tidal Marsh"},{"values":[452],"summary":"Gulf and Atlantic - Coastal Plain Tidal Marsh Systems"},{"values":[453],"summary":"Mississippi - Sound Salt and Brackish Tidal Marsh"},{"values":[454],"summary":"Texas Saline - Coastal Prairie"},{"values":[455],"summary":"Temperate Pacific Tidal Salt - and Brackish Marsh"},{"values":[456],"summary":"Inter-Mountain Basins Alkaline - Closed Depression"},{"values":[457],"summary":"Inter-Mountain Basins Greasewood - Flat"},{"values":[458],"summary":"Inter-Mountain Basins Playa"},{"values":[459],"summary":"North - American Warm Desert Playa"},{"values":[460],"summary":"Apacherian-Chihuahuan - Mesquite Upland Scrub"},{"values":[461],"summary":"Apacherian-Chihuahuan Semi-Desert - Grassland and Steppe"},{"values":[462],"summary":"Chihuahuan Creosotebush, - Mixed Desert and Thorn Scrub"},{"values":[463],"summary":"Chihuahuan Gypsophilous - Grassland and Steppe"},{"values":[464],"summary":"Chihuahuan Loamy Plains - Desert Grassland"},{"values":[465],"summary":"Chihuahuan Mixed Desert and - Thorn Scrub"},{"values":[466],"summary":"Chihuahuan Sandy Plains Semi-Desert - Grassland"},{"values":[467],"summary":"Chihuahuan Stabilized Coppice Dune - and Sand Flat Scrub"},{"values":[468],"summary":"Chihuahuan Succulent Desert - Scrub"},{"values":[469],"summary":"Madrean Juniper Savanna"},{"values":[470],"summary":"Mojave - Mid-Elevation Mixed Desert Scrub"},{"values":[471],"summary":"North American - Warm Desert Active and Stabilized Dune"},{"values":[472],"summary":"Sonora-Mojave - Creosotebush-White Bursage Desert Scrub"},{"values":[473],"summary":"Sonoran - Mid-Elevation Desert Scrub"},{"values":[474],"summary":"Sonoran Paloverde-Mixed - Cacti Desert Scrub"},{"values":[475],"summary":"Chihuahuan Mixed Salt Desert - Scrub"},{"values":[476],"summary":"Sonora-Mojave Mixed Salt Desert Scrub"},{"values":[477],"summary":"North - American Warm Desert Wash"},{"values":[478],"summary":"South Texas Lomas"},{"values":[479],"summary":"Tamaulipan - Calcareous Thornscrub"},{"values":[480],"summary":"Tamaulipan Clay Grassland"},{"values":[481],"summary":"Tamaulipan - Mesquite Upland Scrub"},{"values":[482],"summary":"Tamaulipan Mixed Deciduous - Thornscrub"},{"values":[483],"summary":"Tamaulipan Savanna Grassland"},{"values":[484],"summary":"Inter-Mountain - Basins Mat Saltbush Shrubland"},{"values":[485],"summary":"Inter-Mountain - Basins Mixed Salt Desert Scrub"},{"values":[486],"summary":"Inter-Mountain - Basins Wash"},{"values":[487],"summary":"Columbia Plateau Steppe and Grassland"},{"values":[488],"summary":"Great - Basin Xeric Mixed Sagebrush Shrubland"},{"values":[489],"summary":"Inter-Mountain - Basins Big Sagebrush Shrubland"},{"values":[490],"summary":"Inter-Mountain - Basins Big Sagebrush Steppe"},{"values":[491],"summary":"Inter-Mountain Basins - Montane Sagebrush Steppe"},{"values":[492],"summary":"Colorado Plateau Mixed - Low Sagebrush Shrubland"},{"values":[493],"summary":"Columbia Plateau Low - Sagebrush Steppe"},{"values":[494],"summary":"Columbia Plateau Scabland Shrubland"},{"values":[495],"summary":"Wyoming - Basins Dwarf Sagebrush Shrubland and Steppe"},{"values":[496],"summary":"Colorado - Plateau Blackbrush-Mormon-tea Shrubland"},{"values":[497],"summary":"Inter-Mountain - Basins Semi-Desert Grassland"},{"values":[498],"summary":"Inter-Mountain Basins - Semi-Desert Shrub Steppe"},{"values":[499],"summary":"Southern Colorado Plateau - Sand Shrubland"},{"values":[500],"summary":"Acadian-Appalachian Alpine Tundra"},{"values":[501],"summary":"Rocky - Mountain Alpine Dwarf-Shrubland"},{"values":[502],"summary":"Rocky Mountain - Alpine Fell-Field"},{"values":[503],"summary":"Rocky Mountain Alpine Turf"},{"values":[504],"summary":"Mediterranean - California Alpine Dry Tundra"},{"values":[505],"summary":"Mediterranean California - Alpine Fell-Field"},{"values":[506],"summary":"North Pacific Dry and Mesic - Alpine Dwarf-Shrubland, Fell-field and Meadow"},{"values":[507],"summary":"Rocky - Mountain Alpine Tundra/Fell-field/Dwarf-shrub Map Unit"},{"values":[508],"summary":"Temperate - Pacific Intertidal Mudflat"},{"values":[509],"summary":"Mediterranean California - Eelgrass Bed"},{"values":[510],"summary":"North Pacific Maritime Eelgrass - Bed"},{"values":[511],"summary":"South-Central Interior Large Floodplain - - Herbaceous Modifier"},{"values":[512],"summary":"East Gulf Coastal Plain Large - River Floodplain Forest - Herbaceous Modifier"},{"values":[513],"summary":"Temperate - Pacific Freshwater Aquatic Bed"},{"values":[514],"summary":"Central California - Coast Ranges Cliff and Canyon"},{"values":[515],"summary":"Mediterranean California - Serpentine Barrens"},{"values":[516],"summary":"Southern California Coast - Ranges Cliff and Canyon"},{"values":[517],"summary":"Central Interior Acidic - Cliff and Talus"},{"values":[518],"summary":"Central Interior Calcareous Cliff - and Talus"},{"values":[519],"summary":"East Gulf Coastal Plain Dry Chalk Bluff"},{"values":[520],"summary":"North-Central - Appalachian Acidic Cliff and Talus"},{"values":[521],"summary":"North-Central - Appalachian Circumneutral Cliff and Talus"},{"values":[522],"summary":"Southern - Appalachian Montane Cliff"},{"values":[523],"summary":"Southern Interior Acid - Cliff"},{"values":[524],"summary":"Southern Interior Calcareous Cliff"},{"values":[525],"summary":"Southern - Piedmont Cliff"},{"values":[526],"summary":"Southern Appalachian Granitic - Dome"},{"values":[527],"summary":"Southern Appalachian Rocky Summit"},{"values":[528],"summary":"Southern - Piedmont Granite Flatrock"},{"values":[529],"summary":"Rocky Mountain Cliff, - Canyon and Massive Bedrock"},{"values":[530],"summary":"Klamath-Siskiyou Cliff - and Outcrop"},{"values":[531],"summary":"North Pacific Montane Massive Bedrock, - Cliff and Talus"},{"values":[532],"summary":"North Pacific Serpentine Barren"},{"values":[533],"summary":"North - Pacific Active Volcanic Rock and Cinder Land"},{"values":[534],"summary":"Sierra - Nevada Cliff and Canyon"},{"values":[535],"summary":"Western Great Plains - Badland"},{"values":[536],"summary":"Southwestern Great Plains Canyon"},{"values":[537],"summary":"Western - Great Plains Cliff and Outcrop"},{"values":[538],"summary":"North American - Warm Desert Badland"},{"values":[539],"summary":"North American Warm Desert - Bedrock Cliff and Outcrop"},{"values":[540],"summary":"North American Warm - Desert Pavement"},{"values":[541],"summary":"North American Warm Desert Volcanic - Rockland"},{"values":[542],"summary":"Colorado Plateau Mixed Bedrock Canyon - and Tableland"},{"values":[543],"summary":"Columbia Plateau Ash and Tuff Badland"},{"values":[544],"summary":"Geysers - and Hot Springs"},{"values":[545],"summary":"Inter-Mountain Basins Active - and Stabilized Dune"},{"values":[546],"summary":"Inter-Mountain Basins Cliff - and Canyon"},{"values":[547],"summary":"Inter-Mountain Basins Shale Badland"},{"values":[548],"summary":"Inter-Mountain - Basins Volcanic Rock and Cinder Land"},{"values":[549],"summary":"Rocky Mountain - Alpine Bedrock and Scree"},{"values":[550],"summary":"Mediterranean California - Alpine Bedrock and Scree"},{"values":[551],"summary":"North Pacific Alpine - and Subalpine Bedrock and Scree"},{"values":[552],"summary":"Unconsolidated - Shore"},{"values":[553],"summary":"Undifferentiated Barren Land"},{"values":[554],"summary":"North - American Alpine Ice Field"},{"values":[555],"summary":"Orchards Vineyards - and Other High Structure Agriculture"},{"values":[556],"summary":"Cultivated - Cropland"},{"values":[557],"summary":"Pasture/Hay"},{"values":[558],"summary":"Introduced - Upland Vegetation - Annual Grassland"},{"values":[559],"summary":"Introduced - Upland Vegetation - Perennial Grassland and Forbland"},{"values":[560],"summary":"Modified/Managed - Southern Tall Grassland"},{"values":[561],"summary":"Introduced Upland Vegetation - - Shrub"},{"values":[562],"summary":"Introduced Riparian and Wetland Vegetation"},{"values":[563],"summary":"Introduced - Upland Vegetation - Treed"},{"values":[564],"summary":"0"},{"values":[565],"summary":"Disturbed, - Non-specific"},{"values":[566],"summary":"Recently Logged Areas"},{"values":[567],"summary":"Harvested - Forest - Grass/Forb Regeneration"},{"values":[568],"summary":"Harvested Forest-Shrub - Regeneration"},{"values":[569],"summary":"Harvested Forest - Northwestern - Conifer Regeneration"},{"values":[570],"summary":"Recently Burned"},{"values":[571],"summary":"Recently - burned grassland"},{"values":[572],"summary":"Recently burned shrubland"},{"values":[573],"summary":"Recently - burned forest"},{"values":[574],"summary":"Disturbed/Successional - Grass/Forb - Regeneration"},{"values":[575],"summary":"Disturbed/Successional - Shrub Regeneration"},{"values":[576],"summary":"Disturbed/Successional - - Recently Chained Pinyon-Juniper"},{"values":[577],"summary":"Open Water - (Aquaculture)"},{"values":[578],"summary":"Open Water (Brackish/Salt)"},{"values":[579],"summary":"Open - Water (Fresh)"},{"values":[580],"summary":"Quarries, Mines, Gravel Pits and - Oil Wells"},{"values":[581],"summary":"Developed, Open Space"},{"values":[582],"summary":"Developed, - Low Intensity"},{"values":[583],"summary":"Developed, Medium Intensity"},{"values":[584],"summary":"Developed, - High Intensity"}]}},"stac_version":"1.0.0","msft:container":"usgs-gap","stac_extensions":["https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"U.S.-wide - land cover information for 2011","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '13509' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:05 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181805Z-174fc647fd5745hbhC1YTO7q5400000004200000000034nw - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061 - response: - body: - string: '{"id":"modis-17A2HGF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A2HGF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A2HGF","title":"MOD17A2HGF - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A2HGF","title":"MYD17A2HGF - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A2HGF.061","title":"LP - DAAC - MOD17A2HGF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A2HGF.061","title":"LP - DAAC - MYD17A2HGF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A2HGF-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Gross Primary Productivity 8-Day Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2HGF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Gross Primary Productivity 8-Day Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A2HGF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A2HGF","MYD17A2HGF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day - composite of values with 500 meter (m) pixel size based on the radiation use - efficiency concept that can be potentially used as inputs to data models to - calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry - of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data - product includes information about GPP and Net Photosynthesis (PSN). The PSN - band values are the GPP less the Maintenance Respiration (MR). The data product - also contains a PSN Quality Control (QC) layer. The quality layer contains - quality information for both the GPP and the PSN. This product will be generated - at the end of each year when the entire yearly 8-day 15A2H is available. Hence, - the gap-filled A2HGF is the improved 17, which has cleaned the poor-quality - inputs from 8-day Leaf Area Index and Fraction of Photosynthetically Active - Radiation (FPAR/LAI) based on the Quality Control (QC) label for every pixel. - If any LAI/FPAR pixel did not meet the quality screening criteria, its value - is determined through linear interpolation. However, users cannot get this - product in near-real time because it will be generated only at the end of - a given year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg - C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"PsnNet_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net - Photosynthesis","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Psn_QC_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - control indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A2HGF.061","citation":"Running, - S., & Zhao, M. (2021). MODIS/Terra Gross Primary Productivity Gap-Filled - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD17A2HGF.061"},{"doi":"10.5067/MODIS/MYD17A2HGF.061","citation":"Running, - S., & Zhao, M. (2021). MODIS/Aqua Gross Primary Productivity Gap-Filled - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD17A2HGF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Gross Primary Productivity 8-Day Gap-Filled","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2118' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:06 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181805Z-r15d8f49c9blgrcwhC1YTO0uxw00000001s00000000034p8 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual - response: - body: - string: "{\"id\":\"planet-nicfi-visual\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/planet-nicfi-visual\"},{\"rel\":\"license\",\"href\":\"https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant - License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf\",\"type\":\"application/pdf\",\"title\":\"Participant - License Agreement.\"},{\"rel\":\"documentation\",\"href\":\"https://www.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI - Program - Satellite Imagery and Monitoring | Planet\"},{\"rel\":\"documentation\",\"href\":\"https://developers.planet.com/nicfi/\",\"type\":\"text/html\",\"title\":\"NICFI - Program Resource Center\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/planet-nicfi-visual\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Planet-NICFI - Basemaps (Visual)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-visual-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/planet-nicfi-visual.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":true,\"partition_frequency\":\"AS\"},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-34.161818157002,180.0,30.145127179625]]},\"temporal\":{\"interval\":[[\"2015-12-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Planet\",\"NICFI\",\"Satellite\",\"Tropics\",\"Imagery\"],\"providers\":[{\"url\":\"http://planet.com\",\"name\":\"Planet\",\"roles\":[\"processor\",\"producer\",\"licensor\"],\"description\":\"Contact - Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)\"},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"gsd\":[4.77],\"eo:bands\":[{\"name\":\"Red\",\"common_name\":\"red\",\"description\":\"visible - red\"},{\"name\":\"Green\",\"common_name\":\"green\",\"description\":\"visible - green\"},{\"name\":\"Blue\",\"common_name\":\"blue\",\"description\":\"visible - blue\"}],\"planet-nicfi:cadence\":[\"biannual\",\"monthly\"],\"planet-nicfi:percent_covered\":{\"maximum\":100,\"minimum\":0}},\"description\":\"*Note: - Assets in this collection are only available to winners of the [GEO-Microsoft - Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). - Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) - and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).*\\n\\nThrough - Norway\u2019s International Climate & Forests Initiative (NICFI), users can - access Planet\u2019s high-resolution, analysis-ready mosaics of the world\u2019s - tropics in order to help reduce and reverse the loss of tropical forests, - combat climate change, conserve biodiversity, and facilitate sustainable development.\\n\\nIn - support of NICFI\u2019s mission, you can use this data for a number of projects - including, but not limited to:\\n\\n* Advance scientific research about the - world\u2019s tropical forests and the critical services they provide.\\n* - Implement and improve policies for sustainable forest management and land - use in developing tropical forest countries and jurisdictions.\\n* Increase - transparency and accountability in the tropics.\\n* Protect and improve the - rights of indigenous peoples and local communities in tropical forest countries.\\n* - Innovate solutions towards reducing pressure on forests from global commodities - and financial markets.\\n* In short, the primary purpose of the NICFI Program - is to support reducing and reversing the loss of tropical forests, contributing - to combating climate change, conserving biodiversity, contributing to forest - regrowth, restoration, and enhancement, and facilitating sustainable development, - all of which must be Non-Commercial Use.\\n\\nTo learn how more about the - NICFI program, streaming and downloading basemaps please read the [NICFI Data - Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf).\\n\\nThis - collection contains both monthly and biannual mosaics. Biannual mosaics are - available from December 2015 - August 2020. Monthly mosaics are available - from September 2020. The STAC items include a `planet-nicfi:cadence` field - indicating the type of mosaic.\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Data\",\"description\":\"a - 'true-colour' representation of spatially accurate data with minimized haze, - illumination, and topographic effects\"},\"thumbnail\":{\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"planet-nicfi\",\"msft:container\":\"nicfi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"planet\",\"msft:short_description\":\"Planet's - high-resolution, analysis-ready mosaics of the world's tropics\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2210' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:06 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181806Z-174fc647fd5btnsjhC1YTOnr200000000au0000000000tcx - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif - response: - body: - string: '{"id":"gbif","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/gbif"},{"rel":"license","href":"https://www.gbif.org/terms","type":"text/html","title":"GBIF - Terms of Use"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/gbif","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Global - Biodiversity Information Facility (GBIF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gbif.png","type":"image/png","title":"Forest - Inventory and Analysis"},"geoparquet-items":{"href":"abfs://items/gbif.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2021-04-13T00:00:00Z",null]]}},"license":"proprietary","keywords":["GBIF","Biodiversity","Species"],"providers":[{"url":"https://www.gbif.org/","name":"Global - Biodiversity Information Facility","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"The - [Global Biodiversity Information Facility](https://www.gbif.org) (GBIF) is - an international network and data infrastructure funded by the world''s governments, - providing global data that document the occurrence of species. GBIF currently - integrates datasets documenting over 1.6 billion species occurrences.\n\nThe - GBIF occurrence dataset combines data from a wide array of sources, including - specimen-related data from natural history museums, observations from citizen - science networks, and automated environmental surveys. While these data are - constantly changing at [GBIF.org](https://www.gbif.org), periodic snapshots - are taken and made available here. \n\nData are stored in [Parquet](https://parquet.apache.org/) - format; the Parquet file schema is described below. Most field names correspond - to [terms from the Darwin Core standard](https://dwc.tdwg.org/terms/), and - have been interpreted by GBIF''s systems to align taxonomy, location, dates, - etc. Additional information may be retrieved using the [GBIF API](https://www.gbif.org/developer/summary).\n\nPlease - refer to the GBIF [citation guidelines](https://www.gbif.org/citation-guidelines) - for information about how to cite GBIF data in publications.. For analyses - using the whole dataset, please use the following citation:\n\n> GBIF.org - ([Date]) GBIF Occurrence Data [DOI of dataset]\n\nFor analyses where data - are significantly filtered, please track the datasetKeys used and use a \"[derived - dataset](https://www.gbif.org/citation-guidelines#derivedDatasets)\" record - for citing the data.\n\nThe [GBIF data blog](https://data-blog.gbif.org/categories/gbif/) - contains a number of articles that can help you analyze GBIF data.\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset - root","table:storage_options":{"account_name":"ai4edataeuwest"}}},"stac_version":"1.0.0","table:columns":[{"name":"gbifid","type":"int64","description":"GBIF''s - identifier for the occurrence"},{"name":"datasetkey","type":"byte_array","description":"GBIF''s - UUID for the [dataset](https://www.gbif.org/developer/registry#datasets) containing - this occurrence"},{"name":"occurrenceid","type":"byte_array","description":"See - [dwc:occurrenceID](https://dwc.tdwg.org/terms/#occurrenceID)."},{"name":"kingdom","type":"byte_array","description":"See - [dwc:kingdom](https://dwc.tdwg.org/terms/#kingdom). This field has been aligned - with the [GBIF backbone taxonomy](https://doi.org/10.15468/39omei)."},{"name":"phylum","type":"byte_array","description":"See - [dwc:phylum](https://dwc.tdwg.org/terms/#phylum). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"class","type":"byte_array","description":"See - [dwc:class](https://dwc.tdwg.org/terms/#class). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"order","type":"byte_array","description":"See - [dwc:order](https://dwc.tdwg.org/terms/#order). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"family","type":"byte_array","description":"See - [dwc:family](https://dwc.tdwg.org/terms/#family). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"genus","type":"byte_array","description":"See - [dwc:genus](https://dwc.tdwg.org/terms/#genus). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"species","type":"byte_array","description":"See - [dwc:species](https://dwc.tdwg.org/terms/#species). This field has been aligned - with the GBIF backbone taxonomy."},{"name":"infraspecificepithet","type":"byte_array","description":"See - [dwc:infraspecificEpithet](https://dwc.tdwg.org/terms/#infraspecificEpithet). This - field has been aligned with the GBIF backbone taxonomy."},{"name":"taxonrank","type":"byte_array","description":"See - [dwc:taxonRank](https://dwc.tdwg.org/terms/#taxonRank). This field has been - aligned with the GBIF backbone taxonomy."},{"name":"scientificname","type":"byte_array","description":"See - [dwc:scientificName](https://dwc.tdwg.org/terms/#scientificName). This field - has been aligned with the GBIF backbone taxonomy."},{"name":"verbatimscientificname","type":"byte_array","description":"The - scientific name as provided by the data publisher"},{"name":"verbatimscientificnameauthorship","type":"byte_array","description":"The - scientific name authorship provided by the data publisher."},{"name":"countrycode","type":"byte_array","description":"See - [dwc:countryCode](https://dwc.tdwg.org/terms/#countryCode). GBIF''s interpretation - has set this to an ISO 3166-2 code."},{"name":"locality","type":"byte_array","description":"See - [dwc:locality](https://dwc.tdwg.org/terms/#locality)."},{"name":"stateprovince","type":"byte_array","description":"See - [dwc:stateProvince](https://dwc.tdwg.org/terms/#stateProvince)."},{"name":"occurrencestatus","type":"byte_array","description":"See - [dwc:occurrenceStatus](https://dwc.tdwg.org/terms/#occurrenceStatus). Either - the value `PRESENT` or `ABSENT`. **Many users will wish to filter for `PRESENT` - data.**"},{"name":"individualcount","type":"int32","description":"See [dwc:individualCount](https://dwc.tdwg.org/terms/#individualCount)."},{"name":"publishingorgkey","type":"byte_array","description":"GBIF''s - UUID for the [organization](https://www.gbif.org/developer/registry#organizations) - publishing this occurrence."},{"name":"decimallatitude","type":"double","description":"See - [dwc:decimalLatitude](https://dwc.tdwg.org/terms/#decimalLatitude). GBIF''s - interpretation has normalized this to a WGS84 coordinate."},{"name":"decimallongitude","type":"double","description":"See - [dwc:decimalLongitude](https://dwc.tdwg.org/terms/#decimalLongitude). GBIF''s - interpretation has normalized this to a WGS84 coordinate."},{"name":"coordinateuncertaintyinmeters","type":"double","description":"See - [dwc:coordinateUncertaintyInMeters](https://dwc.tdwg.org/terms/#coordinateUncertaintyInMeters)."},{"name":"coordinateprecision","type":"double","description":"See - [dwc:coordinatePrecision](https://dwc.tdwg.org/terms/#coordinatePrecision)."},{"name":"elevation","type":"double","description":"See - [dwc:elevation](https://dwc.tdwg.org/terms/#elevation). If provided by the - data publisher, GBIF''s interpretation has normalized this value to metres."},{"name":"elevationaccuracy","type":"double","description":"See - [dwc:elevationAccuracy](https://dwc.tdwg.org/terms/#elevationAccuracy). If - provided by the data publisher, GBIF''s interpretation has normalized this - value to metres."},{"name":"depth","type":"double","description":"See [dwc:depth](https://dwc.tdwg.org/terms/#depth). If - provided by the data publisher, GBIF''s interpretation has normalized this - value to metres."},{"name":"depthaccuracy","type":"double","description":"See - [dwc:depthAccuracy](https://dwc.tdwg.org/terms/#depthAccuracy). If provided - by the data publisher, GBIF''s interpretation has normalized this value to - metres."},{"name":"eventdate","type":"byte_array","description":"See [dwc:eventDate](https://dwc.tdwg.org/terms/#eventDate). GBIF''s - interpretation has normalized this value to an ISO 8601 date with a local - time."},{"name":"day","type":"int32","description":"See [dwc:day](https://dwc.tdwg.org/terms/#day)."},{"name":"month","type":"int32","description":"See - [dwc:month](https://dwc.tdwg.org/terms/#month)."},{"name":"year","type":"int32","description":"See - [dwc:year](https://dwc.tdwg.org/terms/#year)."},{"name":"taxonkey","type":"int32","description":"The - numeric identifier for the [taxon](https://www.gbif.org/developer/species#nameUsages) - in GBIF''s backbone taxonomy corresponding to `scientificname`."},{"name":"specieskey","type":"int32","description":"The - numeric identifier for the taxon in GBIF''s backbone taxonomy corresponding - to `species`."},{"name":"basisofrecord","type":"byte_array","description":"See - [dwc:basisOfRecord](https://dwc.tdwg.org/terms/#basisOfRecord). One of `PRESERVED_SPECIMEN`, - `FOSSIL_SPECIMEN`, `LIVING_SPECIMEN`, `OBSERVATION`, `HUMAN_OBSERVATION`, - `MACHINE_OBSERVATION`, `MATERIAL_SAMPLE`, `LITERATURE`, `UNKNOWN`."},{"name":"institutioncode","type":"byte_array","description":"See - [dwc:institutionCode](https://dwc.tdwg.org/terms/#institutionCode)."},{"name":"collectioncode","type":"byte_array","description":"See - [dwc:collectionCode](https://dwc.tdwg.org/terms/#collectionCode)."},{"name":"catalognumber","type":"byte_array","description":"See - [dwc:catalogNumber](https://dwc.tdwg.org/terms/#catalogNumber)."},{"name":"recordnumber","type":"byte_array","description":"See - [dwc:recordNumber](https://dwc.tdwg.org/terms/#recordNumber)."},{"name":"identifiedby","type":"byte_array","description":"See - [dwc:identifiedBy](https://dwc.tdwg.org/terms/#identifiedBy)."},{"name":"dateidentified","type":"byte_array","description":"See - [dwc:dateIdentified](https://dwc.tdwg.org/terms/#dateIdentified). An ISO 8601 - date."},{"name":"license","type":"byte_array","description":"See [dwc:license](https://dwc.tdwg.org/terms/#license). - Either [`CC0_1_0`](https://creativecommons.org/publicdomain/zero/1.0/) or - [`CC_BY_4_0`](https://creativecommons.org/licenses/by/4.0/). `CC_BY_NC_4_0` - records are not present in this snapshot."},{"name":"rightsholder","type":"byte_array","description":"See - [dwc:rightsHolder](https://dwc.tdwg.org/terms/#rightsHolder)."},{"name":"recordedby","type":"byte_array","description":"See - [dwc:recordedBy](https://dwc.tdwg.org/terms/#recordedBy)."},{"name":"typestatus","type":"byte_array","description":"See - [dwc:typeStatus](https://dwc.tdwg.org/terms/#typeStatus)."},{"name":"establishmentmeans","type":"byte_array","description":"See - [dwc:establishmentMeans](https://dwc.tdwg.org/terms/#establishmentMeans)."},{"name":"lastinterpreted","type":"byte_array","description":"The - ISO 8601 date when the record was last processed by GBIF. Data are reprocessed - for several reasons, including changes to the backbone taxonomy, so this date - is not necessarily the date the occurrence record last changed."},{"name":"mediatype","type":"byte_array","description":"See - [dwc:mediaType](https://dwc.tdwg.org/terms/#mediaType). May contain `StillImage`, - `MovingImage` or `Sound` (from [enumeration](http://api.gbif.org/v1/enumeration/basic/MediaType), - detailing whether the occurrence has this media available."},{"name":"issue","type":"byte_array","description":"A - list of [issues](https://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/OccurrenceIssue.html) - encountered by GBIF in processing this record. More details are available - on these issues and flags in [this blog post](https://data-blog.gbif.org/post/issues-and-flags/)."}],"msft:container":"gbif","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global - biodiversity observation records, documenting over 1.6 billion species occurrences","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3332' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:07 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181807Z-r15d8f49c9b2wh9phC1YTOga700000000agg000000003m34 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061 - response: - body: - string: '{"id":"modis-17A3HGF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-17A3HGF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf","title":"MOD17 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A3HGF","title":"MOD17A3HGF - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A3HGF","title":"MYD17A3HGF - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD17A3HGF.061","title":"LP - DAAC - MOD17A3HGF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD17A3HGF.061","title":"LP - DAAC - MYD17A3HGF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-17A3HGF-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Net Primary Production Yearly Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A3HGF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Net Primary Production Yearly Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-17A3HGF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Vegetation","Global","MOD17A3HGF","MYD17A3HGF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Version 6.1 product provides information about annual Net Primary Production - (NPP) at 500 meter (m) pixel resolution. Annual Moderate Resolution Imaging - Spectroradiometer (MODIS) NPP is derived from the sum of all 8-day Net Photosynthesis - (PSN) products (MOD17A2H) from the given year. The PSN value is the difference - of the Gross Primary Productivity (GPP) and the Maintenance Respiration (MR). - The product will be generated at the end of each year when the entire yearly - 8-day 15A2H is available. Hence, the gap-filled product is the improved 17, - which has cleaned the poor-quality inputs from 8-day Leaf Area Index and Fraction - of Photosynthetically Active Radiation (LAI/FPAR) based on the Quality Control - (QC) label for every pixel. If any LAI/FPAR pixel did not meet the quality - screening criteria, its value is determined through linear interpolation. - However, users cannot get this product in near-real time because it will be - generated only at the end of a given year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Gpp_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Gross Primary Productivity","raster:bands":[{"unit":"kg - C/m^2","scale":0.0001,"data_type":"uint16","spatial_resolution":500}]},"Npp_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Net - Primary Productivity","raster:bands":[{"unit":"kg C/m^2","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Npp_QC_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - control","raster:bands":[{"unit":"Percent","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD17A3HGF.061","citation":"Running, - S., & Zhao, M. (2021). MODIS/Terra Net Primary Production Gap-Filled - Yearly L4 Global 500 m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD17A3HGF.061"},{"doi":"10.5067/MODIS/MYD17A3HGF.061","citation":"Running, - S., & Zhao, M. (2021). MODIS/Aqua Net Primary Production Gap-Filled - Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD17A3HGF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Net Primary Production Yearly Gap-Filled","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1992' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:08 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181807Z-174fc647fd5xrjvvhC1YTOvn1c0000000b900000000029ct - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061 - response: - body: - string: '{"id":"modis-09A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/925/MOD09_User_Guide_V61.pdf","title":"MOD09 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD09A1","title":"MOD09A1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD09A1","title":"MYD09A1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD09A1.061","title":"LP - DAAC - MOD09A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD09A1.061","title":"LP - DAAC - MYD09A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-09A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Surface Reflectance 8-Day (500m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Surface Reflectance 8-Day (500m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-09A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MOD09A1","MYD09A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) 09A1 Version 6.1 product - provides an estimate of the surface spectral reflectance of MODIS Bands 1 - through 7 corrected for atmospheric conditions such as gasses, aerosols, and - Rayleigh scattering. Along with the seven 500 meter (m) reflectance bands - are two quality layers and four observation bands. For each pixel, a value - is selected from all the acquisitions within the 8-day composite period. The - criteria for the pixel choice include cloud and solar zenith. When several - acquisitions meet the criteria the pixel with the minimum channel 3 (blue) - value is used.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"sur_refl_b01":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 1 (620-670 nm)","eo:bands":[{"name":"sur_refl_b01","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b02":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 2 (841-876 nm)","eo:bands":[{"name":"sur_refl_b02","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b03":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 3 (459-479 nm)","eo:bands":[{"name":"sur_refl_b03","common_name":"blue","center_wavelength":0.469,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b04":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 4 (545-565 nm)","eo:bands":[{"name":"sur_refl_b04","common_name":"green","center_wavelength":0.555,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b05":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 5 (1230-1250 nm)","eo:bands":[{"name":"sur_refl_b05","common_name":"lwir12","center_wavelength":1.24,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b06":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 6 (1628-1652 nm)","eo:bands":[{"name":"sur_refl_b06","common_name":"swir16","center_wavelength":1.64,"full_width_half_max":0.24}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_b07":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 7 (2105-2155 nm)","eo:bands":[{"name":"sur_refl_b07","common_name":"swir22","center_wavelength":2.13,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"sur_refl_raz":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS - relative azimuth angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_szen":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS - solar zenith angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_vzen":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"MODIS - view zenith angle","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"sur_refl_qc_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - reflectance 500m band quality control flags","raster:bands":[{"data_type":"uint32","spatial_resolution":500}]},"sur_refl_state_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - reflectance 500m state flags","raster:bands":[{"data_type":"uint16","spatial_resolution":500}]},"sur_refl_day_of_year":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - of the year for the pixel","raster:bands":[{"unit":"Julian Day","data_type":"uint16","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD09A1.061","citation":"Vermote, - E. (2021). MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD09A1.061"},{"doi":"10.5067/MODIS/MYD09A1.061","citation":"Vermote, - E. (2021). MODIS/Aqua Surface Reflectance 8-Day L3 Global 500m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD09A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Surface Reflectance 8-Day (500m)","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2182' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:08 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181808Z-174fc647fd5dslwghC1YTOw2s80000000aqg000000003dpz - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem - response: - body: - string: '{"id":"alos-dem","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-dem"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","title":"JAXA - Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-dem","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ALOS - World 3D-30m","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-dem.png","type":"image/png","roles":["thumbnail"],"title":"ALOS - DEM"},"geoparquet-items":{"href":"abfs://items/alos-dem.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-12-07T00:00:00Z","2016-12-07T00:00:00Z"]]}},"license":"proprietary","keywords":["ALOS","PRISM","JAXA","DEM","DSM","Elevation"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/aw3d30/index.htm","name":"Japan - Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://doi.org/10.5069/G94M92HB","name":"OpenTopography","roles":["host"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["alos"],"instruments":["prism"]},"description":"The - \"ALOS World 3D-30m\" (AW3D30) dataset is a 30 meter resolution global digital - surface model (DSM), developed by the Japan Aerospace Exploration Agency (JAXA). - AWD30 was constructed from the Panchromatic Remote-sensing Instrument for - Stereo Mapping (PRISM) on board Advanced Land Observing Satellite (ALOS), - operated from 2006 to 2011.\n\nSee the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/aw3d30/aw3d30v3.2_product_e_e1.2.pdf) - for more details.\n","item_assets":{"data":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"]}},"stac_version":"1.0.0","msft:container":"alos-dem","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"ALOS - World 3D is a global digital surface model (DSM) with a horizontal resolution - of approximately 30 meters, constructed from the Panchromatic Remote-sensing - Instrument for Stereo Mapping (PRISM) on board Advanced Land Observing Satellite - (ALOS).","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1275' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:09 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181808Z-r15d8f49c9b77lfxhC1YTO3zms0000000a500000000016xh - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic - response: - body: - string: '{"id":"alos-palsar-mosaic","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/alos-palsar-mosaic"},{"rel":"handbook","href":"https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_Mosaic_V200.pdf","type":"application/pdf","title":"Global - 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS)","description":"Also includes - data usage information"},{"rel":"license","href":"https://earth.jaxa.jp/policy/en.html","type":"text/html","title":"JAXA - Terms of Use of Research Data"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ALOS - PALSAR Annual Mosaic","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-palsar-thumbnail.png","type":"image/png","roles":["thumbnail"],"title":"ALOS - PALSAR MOSAIC"},"geoparquet-items":{"href":"abfs://items/alos-palsar-mosaic.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,85.0,180.0,-56.0]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"proprietary","version":"2.0.0","keywords":["ALOS","JAXA","Remote - Sensing","Global"],"providers":[{"url":"https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm","name":"Japan - Aerospace Exploration Agency","roles":["producer","processor","licensor"]},{"url":"https://developmentseed.org","name":"Development - Seed","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com/","name":"Microsoft - Planetary Computer","roles":["host","processor"]}],"summaries":{"platform":["ALOS","ALOS-2"],"instruments":["PALSAR","PALSAR-2"],"sat:orbit_state":["ascending","descending"],"sar:polarizations":[["HH","HV"],["HH","HV","VH","VV"]],"sar:instrument_mode":["F","U"],"sar:observation_direction":["left","right"],"palsar:number_of_polarizations":["D","Q"]},"description":"Global - 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS)","item_assets":{"HH":{"role":"data","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"HH","description":"HH - polarization backscattering coefficient, 16-bit DN."},"HV":{"role":"data","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"HV","description":"HV - polarization backscattering coefficient, 16-bit DN."},"VH":{"role":"data","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"VH","description":"VH - polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode - only)."},"VV":{"role":"data","type":"image/tiff; application=geotiff; profile=cloud-optimized","title":"VV","description":"VV - polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode - only)."},"date":{"role":"date","type":"image/tiff; application=geotiff; profile=cloud-optimized","title":"date","description":"Observation - date (days since Jan 1, 1970)."},"mask":{"role":"data-mask","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"mask","description":"Quality - Mask","raster:bands":[{"nodata":0,"data_type":"uint8"}],"classification:classes":[{"name":"no_data","value":0,"description":"No - data"},{"name":"water","value":50,"description":"Water"},{"name":"lay_over","value":100,"description":"Lay - over"},{"name":"shadowing","value":150,"description":"Shadowing"},{"name":"land","value":255,"description":"Land"}]},"linci":{"role":"local-incidence-angle","type":"image/tiff; - application=geotiff; profile=cloud-optimized","title":"linci","description":"Local - incidence angle (degrees)."},"metadata":{"type":"application/xml","title":"metadata","description":"Product - metadata file"}},"stac_version":"1.0.0","msft:container":"palsar","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/version/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"https://pceo.blob.core.windows.net/","msft:short_description":"Global - 25m resolution SAR image mosaic.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1648' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:09 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181809Z-174fc647fd5lwz6khC1YTO9c5800000007hg000000000g0z - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability - response: - body: - string: '{"id":"deltares-water-availability","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-water-availability"},{"rel":"documentation","href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf","type":"application/pdf","title":"User - Guide"},{"rel":"license","href":"https://cdla.dev/permissive-1-0/","type":"text/html","title":"Community - Data License Agreement - Permissive, Version 1.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/deltares-water-availability","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Deltares - Global Water Availability","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-reservoir.jpg","type":"image/png","roles":["thumbnail"],"title":"Thumbnail"}},"extent":{"spatial":{"bbox":[[-180.0,90.0,180.0,-90.0]]},"temporal":{"interval":[["1970-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"CDLA-Permissive-1.0","keywords":["Deltares","Water - availability","Reservoir","Water","Precipitation"],"providers":[{"url":"https://www.deltares.nl/en/","name":"Deltares","roles":["producer"]},{"url":"https://planetarycomputer.microsoft.com/","name":"Microsoft","roles":["host"]}],"summaries":{"deltares:reservoir":["ERA5","CHIRPS","EOBS","NLDAS","BOM"]},"description":"[Deltares](https://www.deltares.nl/en/) - has produced a hydrological model approach to simulate historical daily reservoir - variations for 3,236 locations across the globe for the period 1970-2020 using - the distributed [wflow_sbm](https://deltares.github.io/Wflow.jl/stable/model_docs/model_configurations/) - model. The model outputs long-term daily information on reservoir volume, - inflow and outflow dynamics, as well as information on upstream hydrological - forcing.\n\nThey hydrological model was forced with 5 different precipitation - products. Two products (ERA5 and CHIRPS) are available at the global scale, - while for Europe, USA and Australia a regional product was use (i.e. EOBS, - NLDAS and BOM, respectively). Using these different precipitation products, - it becomes possible to assess the impact of uncertainty in the model forcing. - A different number of basins upstream of reservoirs are simulated, given the - spatial coverage of each precipitation product.\n\nSee the complete [methodology - documentation](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf) - for more information.\n\n## Dataset coverages\n\n| Name | Scale | - Period | Number of basins |\n|--------|--------------------------|-----------|------------------|\n| - ERA5 | Global | 1967-2020 | 3236 |\n| CHIRPS - | Global (+/- 50 latitude) | 1981-2020 | 2951 |\n| EOBS | Europe/North - Africa | 1979-2020 | 682 |\n| NLDAS | USA | - 1979-2020 | 1090 |\n| BOM | Australia | 1979-2020 - | 116 |\n\n## STAC Metadata\n\nThis STAC collection includes - one STAC item per dataset. The item includes a `deltares:reservoir` property - that can be used to query for the URL of a specific dataset.\n\n## Contact\n\nFor - questions about this dataset, contact [`aiforearthdatasets@microsoft.com`](mailto:aiforearthdatasets@microsoft.com?subject=deltares-floods%20question).","item_assets":{"data":{"type":"application/x-netcdf","roles":["data"],"title":"Flood - Map","description":"Inundation maps of flood depth using a model that takes - into account water level attenuation and is forced by sea level."},"index":{"type":"application/json","roles":["index"],"title":"Index - file","description":"Kerchunk index file."}},"stac_version":"1.0.0","cube:variables":{"P":{"type":"data","unit":"mm - per day","attrs":{"units":"mm per day","description":"Average precipitation - upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - precipitation upstream of reservoir"},"ETa":{"type":"data","unit":"mm per - day","attrs":{"units":"mm per day","description":"Average simulated actual - evapotransporation upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - simulated actual evapotransporation upstream of reservoir"},"PET":{"type":"data","unit":"mm - per day","attrs":{"units":"mm per day","description":"Average potential evapotranspiration - upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - potential evapotranspiration upstream of reservoir"},"Melt":{"type":"data","unit":"mm - per day","attrs":{"units":"mm per day","description":"Average simulated snow - melt upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - simulated snow melt upstream of reservoir"},"Snow":{"type":"data","unit":"mm","attrs":{"units":"mm","description":"Average - simulated snow depth upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - simulated snow depth upstream of reservoir"},"Temp":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","description":"Average surface temperature - upstream of reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Average - surface temperature upstream of reservoir"},"P_res":{"type":"data","unit":"mm - per day","attrs":{"units":"mm per day","description":"Precipitation reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Precipitation - reservoir"},"S_res":{"type":"data","unit":"m3","attrs":{"units":"m3","description":"Simulated - reservoir volume"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated - reservoir volume"},"Ea_res":{"type":"data","unit":"mm per day","attrs":{"units":"mm - per day","description":"Simulated actual evaporation reservoir"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated - actual evaporation reservoir"},"Qin_res":{"type":"data","unit":"m3 per s","attrs":{"units":"m3 - per s","description":"Simulated reservoir inflow (surface+subsurface)"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated - reservoir inflow (surface+subsurface)"},"FracFull":{"type":"data","unit":"m3","attrs":{"units":"m3","description":"Simulated - reservoir volume"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated - reservoir volume"},"Qout_res":{"type":"data","unit":"m3 per s","attrs":{"units":"m3 - per s","description":"Simulated reservoir outflow"},"dimensions":["time","GrandID","ksathorfrac"],"description":"Simulated - reservoir outflow"},"latitude":{"type":"data","unit":"degrees","attrs":{"units":"degrees","description":"Latitude - of reservoir"},"dimensions":["GrandID"],"description":"Latitude of reservoir"},"longitude":{"type":"data","unit":"degrees","attrs":{"units":"degrees","description":"Longitude - of reservoir"},"dimensions":["GrandID"],"description":"Longitude of reservoir"}},"msft:container":"reservoirs","cube:dimensions":{"time":{"step":"P1DT0H0M0S","type":"temporal","extent":[null,"2020-12-31T00:00:00Z"]},"GrandID":{"type":"identifier","extent":[null,null],"description":"GrandID - number of the reservoir of interest"},"ksathorfrac":{"type":"level","values":[5,20,50,100,250],"description":"Five - different value lateral anisotropy values used"}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"deltaresreservoirssa","msft:short_description":"Historical - daily reservoir variations.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2268' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:10 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181809Z-174fc647fd5d7ckdhC1YTO8p3c000000041g0000000022tw - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061 - response: - body: - string: '{"id":"modis-16A3GF-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-16A3GF-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/931/MOD16_User_Guide_V61.pdf","title":"MOD16 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD16A3GF","title":"MOD16A3GF - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD16A3GF","title":"MYD16A3GF - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD16A3GF.061","title":"LP - DAAC - MOD16A3GF"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD16A3GF.061","title":"LP - DAAC - MYD16A3GF"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-16A3GF-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Net Evapotranspiration Yearly Gap-Filled","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-16A3GF-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Net Evapotranspiration Yearly Gap-Filled thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-16A3GF-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2001-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD16A3GF","MYD16A3GF"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) MOD16A3GF Version 6.1 - Evapotranspiration/Latent Heat Flux (ET/LE) product is a year-end gap-filled - yearly composite dataset produced at 500 meter (m) pixel resolution. The algorithm - used for the MOD16 data product collection is based on the logic of the Penman-Monteith - equation, which includes inputs of daily meteorological reanalysis data along - with MODIS remotely sensed data products such as vegetation property dynamics, - albedo, and land cover. The product will be generated at the end of each year - when the entire yearly 8-day MOD15A2H/MYD15A2H is available. Hence, the gap-filled - product is the improved 16, which has cleaned the poor-quality inputs from - yearly Leaf Area Index and Fraction of Photosynthetically Active Radiation - (LAI/FPAR) based on the Quality Control (QC) label for every pixel. If any - LAI/FPAR pixel did not meet the quality screening criteria, its value is determined - through linear interpolation. However, users cannot get this product in near-real - time because it will be generated only at the end of a given year. Provided - in the product are layers for composited ET, LE, Potential ET (PET), and Potential - LE (PLE) along with a quality control layer. Two low resolution browse images, - ET and LE, are also available for each granule. The pixel values for the two - Evapotranspiration layers (ET and PET) are the sum for all days within the - defined year, and the pixel values for the two Latent Heat layers (LE and - PLE) are the average of all days within the defined year.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"ET_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Total of Evapotranspiration","raster:bands":[{"unit":"kg/m^2/year","scale":0.1,"data_type":"uint16","spatial_resolution":500}]},"LE_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - of Latent Heat Flux","raster:bands":[{"unit":"J/m^2/day","scale":10000,"data_type":"int16","spatial_resolution":500}]},"PET_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Total - Potential Evapotranspiration","raster:bands":[{"unit":"kg/m^2/year","scale":0.1,"data_type":"uint16","spatial_resolution":500}]},"PLE_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - of Potential Latent Heat Flux","raster:bands":[{"unit":"J/m^2/day","scale":10000,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"ET_QC_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Evapotranspiration - Quality Assessment","raster:bands":[{"unit":"Percent","data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD16A3GF.061","citation":"Running, - S., Mu, Q., Zhao, M., & Moreno, A. (2021). MODIS/Terra Net Evapotranspiration - Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS - Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD16A3GF.061"},{"doi":"10.5067/MODIS/MYD16A3GF.061","citation":"Running, - S., Mu, Q., Zhao, M., & Moreno, A. (2021). MODIS/Aqua Net Evapotranspiration - Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS - Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD16A3GF.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Net Evapotranspiration Yearly Gap-Filled","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2288' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:10 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181810Z-174fc647fd5bhcgbhC1YTOafws00000003g0000000002575 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061 - response: - body: - string: '{"id":"modis-21A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-21A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/620/MOD21_User_Guide_V61.pdf","title":"MOD21 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD21A2","title":"MOD21A2 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD21A2","title":"MYD21A2 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD21A2.061","title":"LP - DAAC - MOD21A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD21A2.061","title":"LP - DAAC - MYD21A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-21A2-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Land Surface Temperature/3-Band Emissivity 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-21A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Land Surface Temperature/3-Band Emissivity 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-21A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-16T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD21A2","MYD21A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"A - suite of Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface - Temperature and Emissivity (LST&E) products are available in Collection 6.1. - The MOD21 Land Surface Temperatuer (LST) algorithm differs from the algorithm - of the MOD11 LST products, in that the MOD21 algorithm is based on the ASTER - Temperature/Emissivity Separation (TES) technique, whereas the MOD11 uses - the split-window technique. The MOD21 TES algorithm uses a physics-based algorithm - to dynamically retrieve both the LST and spectral emissivity simultaneously - from the MODIS thermal infrared bands 29, 31, and 32. The TES algorithm is - combined with an improved Water Vapor Scaling (WVS) atmospheric correction - scheme to stabilize the retrieval during very warm and humid conditions. This - dataset is an 8-day composite LST product at 1,000 meter spatial resolution - that uses an algorithm based on a simple averaging method. The algorithm calculates - the average from all the cloud free 21A1D and 21A1N daily acquisitions from - the 8-day period. Unlike the 21A1 data sets where the daytime and nighttime - acquisitions are separate products, the 21A2 contains both daytime and nighttime - acquisitions as separate Science Dataset (SDS) layers within a single Hierarchical - Data Format (HDF) file. The LST, Quality Control (QC), view zenith angle, - and viewing time have separate day and night SDS layers, while the values - for the MODIS emissivity bands 29, 31, and 32 are the average of both the - nighttime and daytime acquisitions. Additional details regarding the method - used to create this Level 3 (L3) product are available in the Algorithm Theoretical - Basis Document (ATBD).","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Day Quality Control","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_29":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - Day/Night Band 29 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - Day/Night Band 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Average - Day/Night Band 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night - Quality Control","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"LST_Day_1KM":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - Land Surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"LST_Night_1KM":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night - Land Surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"View_Time_Day":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - Time of Observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"View_Angle_Day":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - view zenith angle","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"View_Time_Night":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night - Time of Observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"View_Angle_Night":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night - view zenith angle","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD21A2.061","citation":"Hulley, - G., & Hook, S. (2021). MODIS/Terra Land Surface Temperature/3-Band - Emissivity 8-Day L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land - Processes DAAC. https://doi.org/10.5067/MODIS/MOD21A2.061"},{"doi":"10.5067/MODIS/MYD21A2.061","citation":"Hulley, - G. (2021). MODIS/Aqua Land Surface Temperature/3-Band Emissivity 8-Day - L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. - https://doi.org/10.5067/MODIS/MYD21A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Land Surface Temperature/3-Band Emissivity 8-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2356' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:11 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181810Z-r15d8f49c9b5xkr4hC1YTOs968000000043g00000000207z - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census - response: - body: - string: '{"id":"us-census","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/us-census"},{"rel":"license","href":"https://www.census.gov/about/policies/open-gov/open-data.html","type":"text/html","title":"U.S. - Census Open Data Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/us-census","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"US - Census","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/us-census.png","type":"image/png","title":"US - Census"},"geoparquet-items":{"href":"abfs://items/us-census.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.763068,24.523096,-66.949895,49.384358],[-179.148909,51.214183,-129.974167,71.365162],[172.461667,51.357688,179.77847,53.01075],[-178.334698,18.910361,-154.806773,28.402123],[144.618068,13.234189,144.956712,13.654383],[-67.945404,17.88328,-65.220703,18.515683],[144.886331,14.110472,146.064818,20.553802],[-65.085452,17.673976,-64.564907,18.412655],[-171.089874,-14.548699,-168.1433,-11.046934],[-178.334698,18.910361,-154.806773,28.402123]]},"temporal":{"interval":[["2021-08-01T00:00:00Z","2021-08-01T00:00:00Z"]]}},"license":"proprietary","keywords":["US - Census Bureau","Administrative boundaries","Population","Demographics"],"providers":[{"url":"https://www.census.gov/en.html","name":"United - States Census Bureau","roles":["producer","licensor","processor"]},{"url":"https://makepath.com/","name":"makepath","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"The - [2020 Census](https://www.census.gov/programs-surveys/decennial-census/decade/2020/2020-census-main.html) - counted every person living in the United States and the five U.S. territories. - It marked the 24th census in U.S. history and the first time that households - were invited to respond to the census online.\n\nThe tables included on the - Planetary Computer provide information on population and geographic boundaries - at various levels of cartographic aggregation.\n","item_assets":{"data":{"type":"application/x-parquet","roles":["data"],"title":"Dataset - root","table:storage_options":{"account_name":"ai4edataeuwest"}}},"stac_version":"1.0.0","table:tables":[{"name":"American - Indian/Alaska Native Areas/Hawaiian Home Lands (AIANNH)","description":"This - file contains data for legal and statistical [American Indian/Alaska Native - Areas/Hawaiian Home Lands (AIANNH)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1) - entities published by the US Census Bureau.","msft:item_name":"cb_2020_us_aiannh_500k"},{"name":"American - Indian Tribal Subdivisions (AITSN)","description":"This file contains data - on [American Indian Tribal Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1). - These areas are the legally defined subdivisions of American Indian Reservations - (AIR), Oklahoma Tribal Statistical Areas (OTSA), and Off-Reservation Trust - Land (ORTL).","msft:item_name":"cb_2020_us_aitsn_500k"},{"name":"Alaska Native - Regional Corporations (ANRC)","description":"This file contains data on [Alaska - Native Regional Corporations](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1), - which are corporations created according to the Alaska Native Claims Settlement - Act. ","msft:item_name":"cb_2020_02_anrc_500k"},{"name":"Tribal Block Groups - (TBG)","description":"This file includes data on [Tribal Block Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_26), - which are subdivisions of Tribal Census Tracts. These block groups can extend - over multiple AIRs and ORTLs due to areas not meeting Block Group minimum - population thresholds.","msft:item_name":"cb_2020_us_tbg_500k"},{"name":"Tribal - Census Tracts (TTRACT)","description":"This file includes data on [Tribal - Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_27) - which are relatively small statistical subdivisions of AIRs and ORTLs defined - by federally recognized tribal government officials in partnership with the - Census Bureau. Due to population thresholds, the Tracts may consist of multiple - non-contiguous areas.","msft:item_name":"cb_2020_us_ttract_500k"},{"name":"Census - Block Groups (BG)","description":"This file contains data on [Census Block - Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_4). - These groups are the second smallest geographic grouping. They consist of - clusters of blocks within the same census tract that share the same first - digit of their 4-character census block number. Census Block Groups generally - contain between 600 and 3,000 people and generally cover contiguous areas.","msft:item_name":"cb_2020_us_bg_500k"},{"name":"Census - Tracts (TRACT)","description":"This file contains data on [Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_13) - which are small and relatively permanent statistical subdivisions of a county - or equivalent entity. Tract population size is generally between 1,200 and - 8,000 people with an ideal size of 4,000. Boundaries tend to follow visible - and identifiable features and are usually contiguous areas.","msft:item_name":"cb_2020_us_tract_500k"},{"name":"Congressional - Districts: 116th Congress (CD116)","description":"This file contains data - on the [Congressional Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_9) - for the 116th Congress. ","msft:item_name":"cb_2020_us_cd116_500k"},{"name":"Consolidated - Cities (CONCITY)","description":"This file contains data on [Consolidated - Cities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_8). - These are areas where one or several other incorporated places in a county - or Minor Civil Division are included in a consolidated government but still - exist as separate legal entities.","msft:item_name":"cb_2020_us_concity_500k"},{"name":"Counties - (COUNTY)","description":"This file contains data on [Counties and Equivalent - Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_12). - These are the primary legal divisions of states. Most states use the term - \"counties,\" but other terms such as \"Parishes,\" \"Municipios,\" or \"Independent - Cities\" may be used. ","msft:item_name":"cb_2020_us_county_500k"},{"name":"Counties - within Congressional Districts: 116th Congress (COUNTY_within_CD116)","description":"This - file contains data on Counties within Congressional Districts.","msft:item_name":"cb_2020_us_county_within_cd116_500k"},{"name":"County - Subdivisions (COUSUB)","description":"This file contains [County Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_11), - which are the primary divisions of counties and equivalent entities. These - divisions vary from state to state and include Barrios, Purchases, Townships, - and other types of legal and statistical entities. ","msft:item_name":"cb_2020_us_cousub_500k"},{"name":"Divisions - (DIVISION)","description":"This file contains data on [Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) - of the US. This file is similar to the Regions file but contains more divisions - and encompasses several states per division.","msft:item_name":"cb_2020_us_division_500k"},{"name":"Core - Based Statistical Areas (CBSAs)","description":"This file contains data on - [Core Based Statistical Areas (CBSAs)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). - This encompasses all metropolitan and micropolitan statistical areas.","msft:item_name":"cb_2020_us_cbsa_500k"},{"name":"Combined - Statistical Areas (CSA)","description":"This file contains data on [Combined - Statistical Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), - which are areas that consist of two or more adjacent CBSAs that have significant - employment interchanges.","msft:item_name":"cb_2020_us_csa_500k"},{"name":"Metropolitan - Divisions (METDIV)","description":"This file contains data on [Metropolitan - Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). - These areas are groupings of counties or equivalent entities within a metropolitan - statistical area with a core of 2.5 million inhabitants and one or more main - counties that represent employment centers, plus adjacent counties with commuting - ties.","msft:item_name":"cb_2020_us_metdiv_500k"},{"name":"New England City - and Town Areas (NECTA)","description":"This file contains [New England City - and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), - which encompass metropolitan and micropolitan statistical areas and urban - clusters in New England.","msft:item_name":"cb_2020_us_necta_500k"},{"name":"New - England City and Town Area Division (NECTADIV)","description":"This file contains - [New England City and Town Areas Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), - which are smaller groupings of cities and towns in New England that contain - a single core of 2.5 million inhabitants. Each division must have a total - population of 100,000 or more.","msft:item_name":"cb_2020_us_nectadiv_500k"},{"name":"Combined - New England City and Town Areas (CNECTA)","description":"This file contains - data on [Combined New England City and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), - consisting of two or more adjacent NECTAs that have significant employment - interchanges.","msft:item_name":"cb_2020_us_cnecta_500k"},{"name":"Places - (PLACE)","description":"This file contains [Places](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_14) - which are Incorporated Places (legal entities) and Census Designated Places - (CDPs, statistical entities). An incorporated place usually is a city, town, - village, or borough but can have other legal descriptions. CDPs are settled - concentrations of population that are identifiable by name but are not legally - incorporated.","msft:item_name":"cb_2020_us_place_500k"},{"name":"Regions - (REGION)","description":"This file contains [Regions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) - of the US and encompasses several states per division.","msft:item_name":"cb_2020_us_region_500k"},{"name":"School - Districts - Elementary (ELSD)","description":"This file contains [Elementary - School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), - referring to districts with elementary schools.","msft:item_name":"cb_2020_us_elsd_500k"},{"name":"School - Districts - Secondary (SCSD)","description":"This file contains [Secondary - School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), - referring to districts with secondary schools.","msft:item_name":"cb_2020_us_scsd_500k"},{"name":"School - Districts - Unified (UNSD)","description":"This file contains [Unified School - Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), - referring to districts that provide education to children of all school ages. - Unified school districts can have both secondary and elementary schools.","msft:item_name":"cb_2020_us_unsd_500k"},{"name":"State - Legislative Districts - Lower Chamber (SLDL)","description":"This file contains - [Lower Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).","msft:item_name":"cb_2020_us_sldl_500k"},{"name":"State - Legislative Districts - Upper Chamber (SLDU)","description":"This file contains - [Upper Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).","msft:item_name":"cb_2020_us_sldu_500k"},{"name":"States - (STATE)","description":"This file contains the [US States and State Equivalent - Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_25). - Within Census Bureau datasets, the District of Columbia, Puerto Rico, and - the Island Areas (American Samoa, the Commonwealth of the Northern Mariana - Islands, Guam, and the US Virgin Islands) are treated as statistical equivalents - of states alongside the 50 US states.","msft:item_name":"cb_2020_us_state_500k"},{"name":"Subbarrios - (SUBBARRIO)","description":"This file contains [Subbarrios](https://www.census.gov/programs-surveys/geography/about/glossary.html#pr), - which are legally defined subdivisions of Minor Civil Division in Puerto Rico. - They don\"t exist within every Minor Civil Division and don\"t always cover - the entire Minor Civil Division where they do exist.","msft:item_name":"cb_2020_72_subbarrio_500k"},{"name":"United - States Outline","description":"This file contains the [United States Outline](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_30) - shapefile. This contains all 50 US states plus the District of Columbia, Puerto - Rico, and the Island Areas (American Samoa, the Commonwealth of the Northern - Mariana Islands, Guam, and the US Virgin Islands). There is only one feature - within this dataset.","msft:item_name":"cb_2020_us_nation_5m"},{"name":"Voting - Districts (VTD)","description":"This file contains all [US Voting Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_31), - which are geographic features established by state, local and tribal governments - to conduct elections.","msft:item_name":"cb_2020_us_vtd_500k"}],"msft:container":"us-census","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"United - States population counts at various levels of cartographic aggregation","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3943' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:11 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181811Z-174fc647fd5hqf6whC1YTOxn1s00000008k000000000368y - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw - response: - body: - string: '{"id":"jrc-gsw","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/jrc-gsw"},{"rel":"cite-as","href":"https://doi.org/10.1038/nature20584"},{"rel":"license","href":"https://www.copernicus.eu/en/about-copernicus/international-cooperation","title":"Copernicus - Open Access Policy"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/jrc-gsw","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"JRC - Global Surface Water","assets":{"guide":{"href":"https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf","type":"application/pdf","roles":["metadata"],"title":"Users - Guide","description":"Data users guide and description of the JRC GSW datasets"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/jrc-gsw.png","title":"European - Commission Joint Research Centre - Global Surface Water","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/jrc-gsw.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,78.0]]},"temporal":{"interval":[["1984-03-01T00:00:00Z","2020-12-31T11:59:59Z"]]}},"license":"proprietary","sci:doi":"10.1038/nature20584","keywords":["Global","Water","Landsat"],"providers":[{"url":"https://global-surface-water.appspot.com/","name":"European - Commission Joint Research Centre","roles":["producer","processor"]},{"url":"https://developers.google.com/earth-engine/datasets/tags/jrc","name":"Google","roles":["producer"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"Global - surface water products from the European Commission Joint Research Centre, - based on Landsat 5, 7, and 8 imagery. Layers in this collection describe - the occurrence, change, and seasonality of surface water from 1984-2020. Complete - documentation for each layer is available in the [Data Users Guide](https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf).\n","item_assets":{"change":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Occurrence - Change Intensity","description":"Change in water occurrence between the two - periods (1984-1999) and (2000-2020)"},"extent":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Maximum Water Extent","description":"Binary - indicator of whether water was ever present (from 1984-2020)","file:values":[{"values":[0],"summary":"Not - water"},{"values":[1],"summary":"Water"}]},"occurrence":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Occurrence","description":"Frequency - with which water was present from March 1984 to December 2020"},"recurrence":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Recurrence","description":"Frequency - with which water returns from year to year"},"seasonality":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Seasonality","description":"Number - of months that water was present from January 2020 to December 2020"},"transitions":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Transitions","description":"Categorical - change in surface water status from 1984 to 2020","file:values":[{"values":[1],"summary":"Permanent"},{"values":[2],"summary":"New - permanent"},{"values":[3],"summary":"Lost permanent"},{"values":[4],"summary":"Seasonal"},{"values":[5],"summary":"New - seasonal"},{"values":[6],"summary":"Lost seasonal"},{"values":[7],"summary":"Seasonal - to permanent"},{"values":[8],"summary":"Permanent to seasonal"},{"values":[9],"summary":"Ephemeral - permanent"},{"values":[10],"summary":"Ephemeral seasonal"}]}},"sci:citation":"Jean-Francois - Pekel, Andrew Cottam, Noel Gorelick, Alan S. Belward, High-resolution mapping - of global surface water and its long-term changes. Nature 540, 418-422 (2016)","stac_version":"1.0.0","msft:container":"jrc-gsw","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global - surface water distribution and dynamics from 1984 to 2020","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1782' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:12 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181812Z-174fc647fd52hzcrhC1YTOw80w0000000340000000003h15 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods - response: - body: - string: "{\"id\":\"deltares-floods\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/deltares-floods\"},{\"rel\":\"documentation\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/11206409-003-ZWS-0003_v0.1-Planetary-Computer-Deltares-global-flood-docs.pdf\",\"type\":\"application/pdf\",\"title\":\"User - Guide\"},{\"rel\":\"license\",\"href\":\"https://cdla.dev/permissive-1-0/\",\"type\":\"text/html\",\"title\":\"Community - Data License Agreement - Permissive, Version 1.0\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/deltares-floods\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Deltares - Global Flood Maps\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-flood.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,90.0,180.0,-90.0]]},\"temporal\":{\"interval\":[[\"2018-01-01T00:00:00Z\",\"2018-12-31T00:00:00Z\"],[\"2050-01-01T00:00:00Z\",\"2050-12-31T00:00:00Z\"]]}},\"license\":\"CDLA-Permissive-1.0\",\"keywords\":[\"Deltares\",\"Flood\",\"Sea - level rise\",\"Water\",\"Global\"],\"providers\":[{\"url\":\"https://www.deltares.nl/en/\",\"name\":\"Deltares\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"deltares:dem_name\":[\"NASADEM\",\"MERITDEM\",\"LIDAR\"],\"deltares:resolution\":[\"90m\",\"1km\",\"5km\"],\"deltares:return_period\":[0,2,5,10,25,50,100,250],\"deltares:sea_level_year\":[2018,2050]},\"description\":\"[Deltares](https://www.deltares.nl/en/) - has produced inundation maps of flood depth using a model that takes into - account water level attenuation and is forced by sea level. At the coastline, - the model is forced by extreme water levels containing surge and tide from - GTSMip6. The water level at the coastline is extended landwards to all areas - that are hydrodynamically connected to the coast following a \u2018bathtub\u2019 - like approach and calculates the flood depth as the difference between the - water level and the topography. Unlike a simple 'bathtub' model, this model - attenuates the water level over land with a maximum attenuation factor of - 0.5\u2009m\u2009km-1. The attenuation factor simulates the dampening of the - flood levels due to the roughness over land.\\n\\nIn its current version, - the model does not account for varying roughness over land and permanent water - bodies such as rivers and lakes, and it does not account for the compound - effects of waves, rainfall, and river discharge on coastal flooding. It also - does not include the mitigating effect of coastal flood protection. Flood - extents must thus be interpreted as the area that is potentially exposed to - flooding without coastal protection.\\n\\nSee the complete [methodology documentation](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/11206409-003-ZWS-0003_v0.1-Planetary-Computer-Deltares-global-flood-docs.pdf) - for more information.\\n\\n## Digital elevation models (DEMs)\\n\\nThis documentation - will refer to three DEMs:\\n\\n* `NASADEM` is the SRTM-derived [NASADEM](https://planetarycomputer.microsoft.com/dataset/nasadem) - product.\\n* `MERITDEM` is the [Multi-Error-Removed Improved Terrain DEM](http://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_DEM/), - derived from SRTM and AW3D.\\n* `LIDAR` is the [Global LiDAR Lowland DTM (GLL_DTM_v1)](https://data.mendeley.com/datasets/v5x4vpnzds/1).\\n\\n## - Global datasets\\n\\nThis collection includes multiple global flood datasets - derived from three different DEMs (`NASA`, `MERIT`, and `LIDAR`) and at different - resolutions. Not all DEMs have all resolutions:\\n\\n* `NASADEM` and `MERITDEM` - are available at `90m` and `1km` resolutions\\n* `LIDAR` is available at `5km` - resolution\\n\\n## Historic event datasets\\n\\nThis collection also includes - historical storm event data files that follow similar DEM and resolution conventions. - Not all storms events are available for each DEM and resolution combination, - but generally follow the format of:\\n\\n`events/[DEM]_[resolution]-wm_final/[storm_name]_[event_year]_masked.nc`\\n\\nFor - example, a flood map for the MERITDEM-derived 90m flood data for the \\\"Omar\\\" - storm in 2008 is available at:\\n\\n\\n\\n## - Contact\\n\\nFor questions about this dataset, contact [`aiforearthdatasets@microsoft.com`](mailto:aiforearthdatasets@microsoft.com?subject=deltares-floods%20question).\",\"item_assets\":{\"data\":{\"type\":\"application/x-netcdf\",\"roles\":[\"data\"],\"title\":\"Flood - Map\",\"description\":\"Inundation maps of flood depth using a model that - takes into account water level attenuation and is forced by sea level.\"},\"index\":{\"type\":\"application/json\",\"roles\":[\"index\"],\"title\":\"Index - file\",\"description\":\"Kerchunk index file.\"}},\"stac_version\":\"1.0.0\",\"cube:variables\":{\"inun\":{\"type\":\"data\",\"unit\":\"m\",\"attrs\":{\"units\":\"m\",\"long_name\":\"Coastal - flooding\",\"standard_name\":\"water_surface_height_above_reference_datum\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Coastal - flooding\"},\"projection\":{\"type\":\"data\",\"attrs\":{\"EPSG_code\":\"EPSG:4326\",\"long_name\":\"wgs84\",\"proj4_params\":\"+proj=longlat - +ellps=WGS84 +datum=WGS84 +no_defs\",\"grid_mapping_name\":\"latitude_longitude\"},\"shape\":[],\"dimensions\":[],\"description\":\"wgs84\"}},\"msft:container\":\"floods\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"type\":\"spatial\",\"extent\":[-89.97500000000002,89.975],\"description\":\"latitude\",\"reference_system\":{\"name\":\"undefined\",\"type\":\"GeographicCRS\",\"datum\":{\"id\":{\"code\":6326,\"authority\":\"EPSG\"},\"name\":\"World - Geodetic System 1984\",\"type\":\"GeodeticReferenceFrame\",\"ellipsoid\":{\"name\":\"WGS - 84\",\"semi_major_axis\":6378137,\"inverse_flattening\":298.257223563}},\"$schema\":\"https://proj.org/schemas/v0.4/projjson.schema.json\",\"coordinate_system\":{\"axis\":[{\"name\":\"Longitude\",\"unit\":\"degree\",\"direction\":\"east\",\"abbreviation\":\"lon\"},{\"name\":\"Latitude\",\"unit\":\"degree\",\"direction\":\"north\",\"abbreviation\":\"lat\"}],\"subtype\":\"ellipsoidal\"}}},\"lon\":{\"axis\":\"x\",\"type\":\"spatial\",\"extent\":[-179.975,179.97500000000005],\"description\":\"longitude\",\"reference_system\":{\"name\":\"undefined\",\"type\":\"GeographicCRS\",\"datum\":{\"id\":{\"code\":6326,\"authority\":\"EPSG\"},\"name\":\"World - Geodetic System 1984\",\"type\":\"GeodeticReferenceFrame\",\"ellipsoid\":{\"name\":\"WGS - 84\",\"semi_major_axis\":6378137,\"inverse_flattening\":298.257223563}},\"$schema\":\"https://proj.org/schemas/v0.4/projjson.schema.json\",\"coordinate_system\":{\"axis\":[{\"name\":\"Longitude\",\"unit\":\"degree\",\"direction\":\"east\",\"abbreviation\":\"lon\"},{\"name\":\"Latitude\",\"unit\":\"degree\",\"direction\":\"north\",\"abbreviation\":\"lat\"}],\"subtype\":\"ellipsoidal\"}}},\"time\":{\"type\":\"temporal\",\"extent\":[\"2010-01-01T00:00:00Z\",\"2010-01-01T00:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/datacube/v2.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"deltaresfloodssa\",\"msft:short_description\":\"Global - estimates of coastal inundation under various sea level rise conditions and - return periods.\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2792' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:13 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181812Z-r15d8f49c9bs7g7hhC1YTO2d100000000ad00000000010hv - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061 - response: - body: - string: '{"id":"modis-43A4-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-43A4-061"},{"rel":"help","href":"https://www.umb.edu/spectralmass/terra_aqua_modis/v006","title":"User - Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD43A4","title":"MCD43A4 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD43A4.061","title":"LP - DAAC - MCD43A4"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-43A4-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Nadir BRDF-Adjusted Reflectance (NBAR) Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-43A4-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Nadir BRDF-Adjusted Reflectance (NBAR) Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-43A4-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-16T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MCD43A4"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) MCD43A4 Version 6.1 - Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Reflectance - (NBAR) dataset is produced daily using 16 days of Terra and Aqua MODIS data - at 500 meter (m) resolution. The view angle effects are removed from the directional - reflectances, resulting in a stable and consistent NBAR product. Data are - temporally weighted to the ninth day which is reflected in the Julian date - in the file name. Users are urged to use the band specific quality flags to - isolate the highest quality full inversion results for their own science applications - as described in the User Guide. The MCD43A4 provides NBAR and simplified mandatory - quality layers for MODIS bands 1 through 7. Essential quality information - provided in the corresponding MCD43A2 data file should be consulted when using - this product.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Nadir_Reflectance_Band1":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 1","eo:bands":[{"name":"Nadir_Reflectance_Band1","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band2":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 2","eo:bands":[{"name":"Nadir_Reflectance_Band2","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band3":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 3","eo:bands":[{"name":"Nadir_Reflectance_Band3","common_name":"blue","center_wavelength":0.469,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band4":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 4","eo:bands":[{"name":"Nadir_Reflectance_Band4","common_name":"green","center_wavelength":0.555,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band5":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 5","eo:bands":[{"name":"Nadir_Reflectance_Band5","common_name":"lwir12","center_wavelength":1.24,"full_width_half_max":0.2}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band6":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 6","eo:bands":[{"name":"Nadir_Reflectance_Band6","common_name":"swir16","center_wavelength":1.64,"full_width_half_max":0.24}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"Nadir_Reflectance_Band7":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"NBAR - at local solar noon for Band 7","eo:bands":[{"name":"Nadir_Reflectance_Band7","common_name":"swir22","center_wavelength":2.13,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"BRDF_Albedo_Band_Mandatory_Quality_Band1":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 1","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band1"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band2":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 2","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band2"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band3":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 3","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band3"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band4":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 4","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band4"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band5":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 5","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band5"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band6":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 6","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band6"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]},"BRDF_Albedo_Band_Mandatory_Quality_Band7":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"BRDF - Albedo Mandatory Quality for Band 7","eo:bands":[{"name":"BRDF_Albedo_Band_Mandatory_Quality_Band7"}],"raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Processed, - good quality (full BRDF inversions)"},{"value":1,"description":"Processed, - see other QA (magnitude BRDF inversions)"}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD43A4.061","citation":"Schaaf, - C., & Wang, Z. (2021). MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF Adjusted - Ref Daily L3 Global - 500m V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MCD43A4.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Nadir BRDF-Adjusted Reflectance (NBAR) Daily","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2269' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:13 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181813Z-r15d8f49c9b9xsbxhC1YTOr1a000000001x00000000026ab - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061 - response: - body: - string: '{"id":"modis-09Q1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-09Q1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/925/MOD09_User_Guide_V61.pdf","title":"MOD09 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD09Q1","title":"MOD09Q1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD09Q1","title":"MYD09Q1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD09Q1.061","title":"LP - DAAC - MOD09Q1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD09Q1.061","title":"LP - DAAC - MYD09Q1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-09Q1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Surface Reflectance 8-Day (250m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09Q1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Surface Reflectance 8-Day (250m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-09Q1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Imagery","Global","Reflectance","MOD09Q1","MYD09Q1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - 09Q1 Version 6.1 product provides an estimate of the surface spectral reflectance - of Moderate Resolution Imaging Spectroradiometer (MODIS) Bands 1 and 2, corrected - for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. - Provided along with the 250 meter (m) surface reflectance bands are two quality - layers. For each pixel, a value is selected from all the acquisitions within - the 8-day composite period. The criteria for the pixel choice include cloud - and solar zenith. When several acquisitions meet the criteria the pixel with - the minimum channel 3 (blue) value is used.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"sur_refl_b01":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 1 (620-670 nm)","eo:bands":[{"name":"sur_refl_b01","common_name":"red","center_wavelength":0.645,"full_width_half_max":0.5}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"sur_refl_b02":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","reflectance"],"title":"Surface - Reflectance Band 2 (841-876 nm)","eo:bands":[{"name":"sur_refl_b02","common_name":"nir08","center_wavelength":0.8585,"full_width_half_max":0.35}],"raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"sur_refl_qc_250m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance 250m Band Quality Control flags","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]},"sur_refl_state_250m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance 250m State flags","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD09Q1.061","citation":"Vermote, - E. (2021). MODIS/Terra Surface Reflectance 8-Day L3 Global 250m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD09Q1.061"},{"doi":"10.5067/MODIS/MYD09Q1.061","citation":"Vermote, - E. (2021). MODIS/Aqua Surface Reflectance 8-Day L3 Global 250m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD09Q1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Surface Reflectance 8-Day (250m)","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1900' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:14 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181813Z-174fc647fd5p6pdxhC1YTOtnm80000000430000000002825 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061 - response: - body: - string: '{"id":"modis-14A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1005/MOD14_User_Guide_V61.pdf","title":"MOD14 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD14A1","title":"MOD14A1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD14A1","title":"MYD14A1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD14A1.061","title":"LP - DAAC - MOD14A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD14A1.061","title":"LP - DAAC - MYD14A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-14A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Thermal Anomalies/Fire Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Thermal Anomalies/Fire Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-14A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Fire","MOD14A1","MYD14A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and - Fire Daily Version 6.1 data are generated every eight days at 1 kilometer - (km) spatial resolution as a Level 3 product. MOD14A1 contains eight consecutive - days of fire data conveniently packaged into a single file. The Science Dataset - (SDS) layers include the fire mask, pixel quality indicators, maximum fire - radiative power (MaxFRP), and the position of the fire pixel within the scan. - Each layer consists of daily per pixel information for each of the eight days - of data acquisition.","item_assets":{"QA":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Pixel quality indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"MaxFRP":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Maximum Fire Radiative - Power","raster:bands":[{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000},{"unit":"Megawatts","scale":0.1,"data_type":"uint32","spatial_resolution":1000}]},"sample":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Position - of fire pixel within scan","raster:bands":[{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000},{"data_type":"uint16","spatial_resolution":1000}]},"FireMask":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Confidence - of fire","raster:bands":[{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000},{"data_type":"uint8","spatial_resolution":1000}],"classification:classes":[{"value":0,"description":"Not - processed (missing input data)"},{"value":1,"description":"Not processed (obsolete; - not used since Collection 1)"},{"value":2,"description":"Not processed (other - reason)"},{"value":3,"description":"Non-fire water pixel"},{"value":4,"description":"Cloud - (land or water)"},{"value":5,"description":"Non-fire land pixel"},{"value":6,"description":"Unknown - (land or water)"},{"value":7,"description":"Fire (low confidence, land or - water)"},{"value":8,"description":"Fire (nominal confidence, land or water)"},{"value":9,"description":"Fire - (high confidence, land or water)"}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD14A1.061","citation":"Giglio, - L., & Justice, C. (2021). MODIS/Terra Thermal Anomalies/Fire Daily - L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. - https://doi.org/10.5067/MODIS/MOD14A1.061"},{"doi":"10.5067/MODIS/MYD14A1.061","citation":"Giglio, - L., & Justice, C. (2021). MODIS/Aqua Thermal Anomalies/Fire Daily L3 - Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. - https://doi.org/10.5067/MODIS/MYD14A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Thermal Anomalies/Fire Daily","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1999' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:15 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181814Z-r15d8f49c9b8x526hC1YTOx9c00000000au00000000038sg - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea - response: - body: - string: '{"id":"hrea","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hrea"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","title":"CC - BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hrea","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"HREA: - High Resolution Electricity Access","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hrea.png","type":"image/png","roles":["thumbnail"],"title":"HREA"},"geoparquet-items":{"href":"abfs://items/hrea.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-117.413972,-55.54235,-53.092722,32.718434],[-25.361528,-34.838027,50.759908,37.552639],[34.957638,-11.655904,157.037723,38.612083],[155.392502,-20.251178,172.171458,14.721388]]},"temporal":{"interval":[["2012-12-31T00:00:00Z","2019-12-31T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["HREA","Electricity","VIIRS"],"providers":[{"url":"http://www-personal.umich.edu/~brianmin/HREA/index.html/","name":"University - of Michigan","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30,460]},"description":"The - [HREA](http://www-personal.umich.edu/~brianmin/HREA/index.html) project aims - to provide open access to new indicators of electricity access and reliability - across the world. Leveraging satellite imagery with computational methods, - these high-resolution data provide new tools to track progress toward reliable - and sustainable energy access across the world.\n\nThis dataset includes settlement-level - measures of electricity access, reliability, and usage for 89 nations, derived - from nightly VIIRS satellite imagery. Specifically, this dataset provides - the following annual values at country-level granularity:\n\n1. **Access**: - Predicted likelihood that a settlement is electrified, based on night-by-night - comparisons of each settlement against matched uninhabited areas over a calendar - year.\n\n2. **Reliability**: Proportion of nights a settlement is statistically - brighter than matched uninhabited areas. Areas with more frequent power outages - or service interruptions have lower rates.\n\n3. **Usage**: Higher levels - of brightness indicate more robust usage of outdoor lighting, which is highly - correlated with overall energy consumption.\n\n4. **Nighttime Lights**: Annual - composites of VIIRS nighttime light output.\n\nFor more information and methodology, - please visit the [HREA website](http://www-personal.umich.edu/~brianmin/HREA/index.html).\n","item_assets":{"lightscore":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Probability - of electrification"},"light-composite":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Nighttime light annual - composite"},"night-proportion":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Proportion - of nights a settlement is brighter than uninhabited areas"},"estimated-brightness":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Estimated - brightness levels"}},"stac_version":"1.0.0","msft:container":"hrea","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"hreadatasa","msft:short_description":"Settlement-level - measures of electricity access, reliability, and usage derived from VIIRS - satellite imagery","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1755' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:15 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181815Z-r15d8f49c9bfx6dchC1YTO08840000000agg0000000044gq - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061 - response: - body: - string: '{"id":"modis-13Q1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13Q1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf","title":"MOD13 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD13Q1","title":"MOD13Q1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD13Q1","title":"MYD13Q1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD13Q1.061","title":"LP - DAAC - MOD13Q1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD13Q1.061","title":"LP - DAAC - MYD13Q1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-13Q1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Vegetation Indices 16-Day (250m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13Q1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Vegetation Indices 16-Day (250m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-13Q1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD13Q1","MYD13Q1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices Version - 6.1 data are generated every 16 days at 250 meter (m) spatial resolution as - a Level 3 product. The MOD13Q1 product provides two primary vegetation layers. - The first is the Normalized Difference Vegetation Index (NDVI) which is referred - to as the continuity index to the existing National Oceanic and Atmospheric - Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived - NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), - which has improved sensitivity over high biomass regions. The algorithm chooses - the best available pixel value from all the acquisitions from the 16 day period. - The criteria used is low clouds, low view angle, and the highest NDVI/EVI - value. Along with the vegetation layers and the two quality layers, the HDF - file will have MODIS reflectance bands 1 (red), 2 (near-infrared), 3 (blue), - and 7 (mid-infrared), as well as four observation layers.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"250m_16_days_EVI":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"16 - day EVI","raster:bands":[{"unit":"EVI","scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_NDVI":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"16 - day NDVI","raster:bands":[{"unit":"NDVI","scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_VI_Quality":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VI - quality indicators","raster:bands":[{"data_type":"uint16","spatial_resolution":250}]},"250m_16_days_MIR_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 7","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_NIR_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 2","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_red_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 1","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_blue_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 3","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_sun_zenith_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Sun - zenith angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_pixel_reliability":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - reliability of VI pixel","raster:bands":[{"unit":"Rank","data_type":"int8","spatial_resolution":250}],"classification:classes":[{"value":0,"description":"Good - data, use with confidence"},{"value":1,"description":"Marginal data, useful, - but look at other QA information"},{"value":2,"description":"Snow/Ice Target - covered with snow/ice"},{"value":3,"description":"Cloudy data"}]},"250m_16_days_view_zenith_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View - zenith angle of VI Pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_relative_azimuth_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Relative - azimuth angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":250}]},"250m_16_days_composite_day_of_the_year":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - of year VI pixel","raster:bands":[{"unit":"Julian Day","data_type":"int16","spatial_resolution":250}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD13Q1.061","citation":"Didan, - K. (2021). MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD13Q1.061"},{"doi":"10.5067/MODIS/MYD13Q1.061","citation":"Didan, - K. (2021). MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD13Q1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Vegetation Indices 16-Day (250m)","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2279' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:16 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181815Z-174fc647fd5gt6tlhC1YTO49cs00000006a0000000001n8g - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061 - response: - body: - string: '{"id":"modis-14A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-14A2-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/1005/MOD14_User_Guide_V61.pdf","title":"MOD14 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD14A2","title":"MOD14A2 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD14A2","title":"MYD14A2 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD14A2.061","title":"LP - DAAC - MOD14A2"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD14A2.061","title":"LP - DAAC - MYD14A2"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-14A2-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Thermal Anomalies/Fire 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Thermal Anomalies/Fire 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-14A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Fire","MOD14A2","MYD14A2"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and - Fire 8-Day Version 6.1 data are generated at 1 kilometer (km) spatial resolution - as a Level 3 product. The MOD14A2 gridded composite contains the maximum value - of the individual fire pixel classes detected during the eight days of acquisition. - The Science Dataset (SDS) layers include the fire mask and pixel quality indicators.","item_assets":{"QA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pixel - quality indicators","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"FireMask":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Confidence of fire","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}],"classification:classes":[{"value":0,"description":"Not - processed (missing input data)"},{"value":1,"description":"Not processed (obsolete; - not used since Collection 1)"},{"value":2,"description":"Not processed (other - reason)"},{"value":3,"description":"Non-fire water pixel"},{"value":4,"description":"Cloud - (land or water)"},{"value":5,"description":"Non-fire land pixel"},{"value":6,"description":"Unknown - (land or water)"},{"value":7,"description":"Fire (low confidence, land or - water)"},{"value":8,"description":"Fire (nominal confidence, land or water)"},{"value":9,"description":"Fire - (high confidence, land or water)"}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD14A2.061","citation":"Giglio, - L., & Justice, C. (2021). MODIS/Terra Thermal Anomalies/Fire 8-Day - L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. - https://doi.org/10.5067/MODIS/MOD14A2.061"},{"doi":"10.5067/MODIS/MYD14A2.061","citation":"Giglio, - L., & Justice, C. (2021). MODIS/Aqua Thermal Anomalies/Fire 8-Day L3 - Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. - https://doi.org/10.5067/MODIS/MYD14A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Thermal Anomalies/Fire 8-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1818' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:16 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181816Z-174fc647fd5b6snrhC1YTO3npn0000000bb000000000152q - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a - response: - body: - string: '{"id":"sentinel-2-l2a","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-2-l2a"},{"rel":"license","href":"https://scihub.copernicus.eu/twiki/pub/SciHubWebPortal/TermsConditions/Sentinel_Data_Terms_and_Conditions.pdf","title":"Copernicus - Sentinel data terms"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-2-l2a","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-2 - Level-2A","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-2.png","type":"image/png","roles":["thumbnail"],"title":"Sentinel - 2 L2A"},"geoparquet-items":{"href":"abfs://items/sentinel-2-l2a.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2015-06-27T10:25:31Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Global","Imagery","Reflectance"],"providers":[{"url":"https://sentinel.esa.int/web/sentinel/missions/sentinel-2","name":"ESA","roles":["producer","licensor"]},{"url":"https://www.esri.com/","name":"Esri","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[10,20,60],"eo:bands":[{"name":"AOT","description":"aerosol - optical thickness"},{"gsd":60,"name":"B01","common_name":"coastal","description":"coastal - aerosol","center_wavelength":0.443,"full_width_half_max":0.027},{"gsd":10,"name":"B02","common_name":"blue","description":"visible - blue","center_wavelength":0.49,"full_width_half_max":0.098},{"gsd":10,"name":"B03","common_name":"green","description":"visible - green","center_wavelength":0.56,"full_width_half_max":0.045},{"gsd":10,"name":"B04","common_name":"red","description":"visible - red","center_wavelength":0.665,"full_width_half_max":0.038},{"gsd":20,"name":"B05","common_name":"rededge","description":"vegetation - classification red edge","center_wavelength":0.704,"full_width_half_max":0.019},{"gsd":20,"name":"B06","common_name":"rededge","description":"vegetation - classification red edge","center_wavelength":0.74,"full_width_half_max":0.018},{"gsd":20,"name":"B07","common_name":"rededge","description":"vegetation - classification red edge","center_wavelength":0.783,"full_width_half_max":0.028},{"gsd":10,"name":"B08","common_name":"nir","description":"near - infrared","center_wavelength":0.842,"full_width_half_max":0.145},{"gsd":20,"name":"B8A","common_name":"rededge","description":"vegetation - classification red edge","center_wavelength":0.865,"full_width_half_max":0.033},{"gsd":60,"name":"B09","description":"water - vapor","center_wavelength":0.945,"full_width_half_max":0.026},{"gsd":20,"name":"B11","common_name":"swir16","description":"short-wave - infrared, snow/ice/cloud classification","center_wavelength":1.61,"full_width_half_max":0.143},{"gsd":20,"name":"B12","common_name":"swir22","description":"short-wave - infrared, snow/ice/cloud classification","center_wavelength":2.19,"full_width_half_max":0.242}],"platform":["Sentinel-2A","Sentinel-2B"],"instruments":["msi"],"constellation":["sentinel-2"],"view:off_nadir":[0]},"description":"The - [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) program - provides global imagery in thirteen spectral bands at 10m-60m resolution and - a revisit time of approximately five days. This dataset represents the global - Sentinel-2 archive, from 2016 to the present, processed to L2A (bottom-of-atmosphere) - using [Sen2Cor](https://step.esa.int/main/snap-supported-plugins/sen2cor/) - and converted to [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.","item_assets":{"AOT":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Aerosol - optical thickness (AOT)"},"B01":{"gsd":60.0,"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Band 1 - Coastal aerosol - - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band - 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}]},"B02":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band - 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}]},"B03":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band - 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}]},"B04":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band - 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}]},"B05":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band - 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}]},"B06":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band - 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}]},"B07":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band - 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}]},"B08":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band - 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}]},"B09":{"gsd":60.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water - vapor","center_wavelength":0.945,"full_width_half_max":0.026}]},"B11":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band - 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}]},"B12":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band - 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}]},"B8A":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band - 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}]},"SCL":{"gsd":20.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Scene - classfication map (SCL)"},"WVP":{"gsd":10.0,"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Water vapour (WVP)"},"visual":{"gsd":10.0,"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True - color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band - 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band - 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band - 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}]},"preview":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"title":"SAFE - manifest"},"granule-metadata":{"type":"application/xml","roles":["metadata"],"title":"Granule - metadata"},"inspire-metadata":{"type":"application/xml","roles":["metadata"],"title":"INSPIRE - metadata"},"product-metadata":{"type":"application/xml","roles":["metadata"],"title":"Product - metadata"},"datastrip-metadata":{"type":"application/xml","roles":["metadata"],"title":"Datastrip - metadata"}},"stac_version":"1.0.0","msft:container":"sentinel2-l2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"sentinel2l2a01","msft:short_description":"The - Sentinel-2 program provides global imagery in thirteen spectral bands at 10m-60m - resolution and a revisit time of approximately five days. This dataset contains - the global Sentinel-2 archive, from 2016 to the present, processed to L2A - (bottom-of-atmosphere).","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2151' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:17 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181816Z-r15d8f49c9b2wh9phC1YTOga700000000ar000000000042g - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061 - response: - body: - string: '{"id":"modis-15A2H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A2H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/926/MOD15_User_Guide_V61.pdf","title":"MOD15 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD15A2H","title":"MCD15A2H - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD15A2H","title":"MOD15A2H - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD15A2H","title":"MYD15A2H - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD15A2H.061","title":"LP - DAAC - MCD15A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD15A2H.061","title":"LP - DAAC - MOD15A2H"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD15A2H.061","title":"LP - DAAC - MYD15A2H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-15A2H-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Leaf Area Index/FPAR 8-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A2H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Leaf Area Index/FPAR 8-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-15A2H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2002-07-04T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MCD15A2H","MOD15A2H","MYD15A2H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) Level 4, - Combined Fraction of Photosynthetically Active Radiation (FPAR), and Leaf - Area Index (LAI) product is an 8-day composite dataset with 500 meter pixel - size. The algorithm chooses the best pixel available from within the 8-day - period. LAI is defined as the one-sided green leaf area per unit ground area - in broadleaf canopies and as one-half the total needle surface area per unit - ground area in coniferous canopies. FPAR is defined as the fraction of incident - photosynthetically active radiation (400-700 nm) absorbed by the green elements - of a vegetation canopy.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Lai_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Leaf Area Index","description":"The - one-sided green leaf area per unit ground area in broadleaf canopies and as - one-half the total needle surface area per unit ground area in coniferous - canopies","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Fpar_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fraction - of Photosynthetically Active Radiation","description":"The fraction of incident - photosynthetically active radiation (400-700 nm) absorbed by the green elements - of a vegetation canopy.","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]},"FparLai_QC":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"FparExtra_QC":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Extra - detail Quality for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"LaiStdDev_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard - deviation of LAI","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"FparStdDev_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard - deviation of FPAR","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD15A2H.061","citation":"Myneni, - R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra+Aqua Leaf Area Index/FPAR - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MCD15A2H.061"},{"doi":"10.5067/MODIS/MOD15A2H.061","citation":"Myneni, - R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra Leaf Area Index/FPAR - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD15A2H.061"},{"doi":"10.5067/MODIS/MYD15A2H.061","citation":"Myneni, - R., Knyazikhin, Y., & Park, T. (2021). MODIS/Aqua Leaf Area Index/FPAR - 8-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD15A2H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Leaf Area Index/FPAR 8-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1926' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:17 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181817Z-174fc647fd5gt6tlhC1YTO49cs00000006b00000000016xv - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061 - response: - body: - string: '{"id":"modis-11A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-11A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/715/MOD11_User_Guide_V61.pdf","title":"MOD11 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD11A1","title":"MOD11A1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD11A1","title":"MYD11A1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD11A1.061","title":"LP - DAAC - MOD11A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD11A1.061","title":"LP - DAAC - MYD11A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-11A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Land Surface Temperature/Emissivity Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Land Surface Temperature/Emissivity Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-11A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-24T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Temperature","MOD11A1","MYD11A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity - Daily Version 6.1 product provides daily per-pixel Land Surface Temperature - and Emissivity (LST&E) with 1 kilometer (km) spatial resolution in a 1,200 - by 1,200 km grid. The pixel temperature value is derived from the MOD11_L2 - swath product. Above 30 degrees latitude, some pixels may have multiple observations - where the criteria for clear-sky are met. When this occurs, the pixel value - is a result of the average of all qualifying observations. Provided along - with the daytime and nighttime surface temperature bands are associated quality - control assessments, observation times, view zenith angles, and clear-sky - coverages along with bands 31 and 32 emissivities from land cover types","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"QC_Day":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Quality control for daytime - LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"Emis_31":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 31 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"Emis_32":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band - 32 emissivity","raster:bands":[{"scale":0.002,"data_type":"uint8","spatial_resolution":1000}]},"QC_Night":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - control for nighttime LST and emissivity","raster:bands":[{"data_type":"uint8","spatial_resolution":1000}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"LST_Day_1km":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Daily - daytime 1km grid Land-surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_day_cov":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - clear-sky coverage","raster:bands":[{"scale":0.0005,"data_type":"uint16","spatial_resolution":1000}]},"Day_view_angl":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View - zenith angle of daytime Landsurface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Day_view_time":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"(local - solar) Time of daytime Land-surface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]},"LST_Night_1km":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data","temperature"],"title":"Daily - nighttime 1km grid Land-surface Temperature","raster:bands":[{"unit":"Kelvin","scale":0.02,"data_type":"uint16","spatial_resolution":1000}]},"Clear_night_cov":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Night - clear-sky coverage","raster:bands":[{"scale":0.0005,"data_type":"uint16","spatial_resolution":1000}]},"Night_view_angl":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View - zenith angle of nighttime Landsurface Temperature","raster:bands":[{"unit":"Degree","data_type":"uint8","spatial_resolution":1000}]},"Night_view_time":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"(local - solar) Time of nighttime Landsurface Temperature observation","raster:bands":[{"unit":"Hours","scale":0.1,"data_type":"uint8","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD11A1.061","citation":"Wan, - Z., Hook, S., & Hulley, G. (2021). MODIS/Terra Land Surface Temperature/Emissivity - Daily L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MOD11A1.061"},{"doi":"10.5067/MODIS/MYD11A1.061","citation":"Wan, - Z., Hook, S., & Hulley, G. (2021). MODIS/Aqua Land Surface Temperature/Emissivity - Daily L3 Global 1km SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MYD11A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Land Surface Temperature/Emissivity Daily","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2049' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:18 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181818Z-r15d8f49c9blwjklhC1YTO2q2s0000000aug000000003f7z - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061 - response: - body: - string: '{"id":"modis-15A3H-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-15A3H-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/926/MOD15_User_Guide_V61.pdf","title":"MOD15 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MCD15A3H","title":"MCD15A3H - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MCD15A3H.061","title":"LP - DAAC - MCD15A3H"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-15A3H-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Leaf Area Index/FPAR 4-Day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A3H-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Leaf Area Index/FPAR 4-Day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-15A3H-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2002-07-04T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MCD15A3H"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - MCD15A3H Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) - Level 4, Combined Fraction of Photosynthetically Active Radiation (FPAR), - and Leaf Area Index (LAI) product is a 4-day composite data set with 500 meter - pixel size. The algorithm chooses the best pixel available from all the acquisitions - of both MODIS sensors located on NASA''s Terra and Aqua satellites from within - the 4-day period. LAI is defined as the one-sided green leaf area per unit - ground area in broadleaf canopies and as one-half the total needle surface - area per unit ground area in coniferous canopies. FPAR is defined as the fraction - of incident photosynthetically active radiation (400-700 nm) absorbed by the - green elements of a vegetation canopy.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"Lai_500m":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Leaf Area Index","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Fpar_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fraction - of Photosynthetically Active Radiation","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]},"FparLai_QC":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"FparExtra_QC":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Extra - detail Quality for FPAR and LAI","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"LaiStdDev_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard - deviation of LAI","raster:bands":[{"unit":"m^2/m^2","scale":0.1,"data_type":"uint8","spatial_resolution":500}]},"FparStdDev_500m":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Standard - deviation of FPAR","raster:bands":[{"unit":"Percent","scale":0.01,"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MCD15A3H.061","citation":"Myneni, - R., Knyazikhin, Y., & Park, T. (2021). MODIS/Terra+Aqua Leaf Area Index/FPAR - 4-Day L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes - DAAC. https://doi.org/10.5067/MODIS/MCD15A3H.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Leaf Area Index/FPAR 4-Day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1898' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:19 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181818Z-r15d8f49c9bt767nhC1YTO2fm00000000410000000003t60 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061 - response: - body: - string: '{"id":"modis-13A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-13A1-061"},{"rel":"help","href":"https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf","title":"MOD13 - User Guide"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD13A1","title":"MOD13A1 - file specification"},{"rel":"describedby","href":"https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD13A1","title":"MYD13A1 - file specification"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD13A1.061","title":"LP - DAAC - MOD13A1"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD13A1.061","title":"LP - DAAC - MYD13A1"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-13A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Vegetation Indices 16-Day (500m)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Vegetation Indices 16-Day (500m) thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-13A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Vegetation","MOD13A1","MYD13A1"],"providers":[{"url":"https://lpdaac.usgs.gov/","name":"NASA - LP DAAC at the USGS EROS Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"The - Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices 16-Day - Version 6.1 product provides Vegetation Index (VI) values at a per pixel basis - at 500 meter (m) spatial resolution. There are two primary vegetation layers. - The first is the Normalized Difference Vegetation Index (NDVI), which is referred - to as the continuity index to the existing National Oceanic and Atmospheric - Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived - NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), - which has improved sensitivity over high biomass regions. The algorithm for - this product chooses the best available pixel value from all the acquisitions - from the 16 day period. The criteria used is low clouds, low view angle, and - the highest NDVI/EVI value. Provided along with the vegetation layers and - two quality assurance (QA) layers are reflectance bands 1 (red), 2 (near-infrared), - 3 (blue), and 7 (mid-infrared), as well as four observation layers.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"500m_16_days_EVI":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"500m - 16 days EVI","raster:bands":[{"unit":"EVI","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_NDVI":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"500m - 16 days NDVI","raster:bands":[{"unit":"NDVI","scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_VI_Quality":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VI - quality indicators","raster:bands":[{"data_type":"uint16","spatial_resolution":500}]},"500m_16_days_MIR_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 7","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_NIR_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 2","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_red_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 1","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_blue_reflectance":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Surface - Reflectance Band 3","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_sun_zenith_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Sun - zenith angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_pixel_reliability":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Quality - reliability of VI pixel","raster:bands":[{"unit":"Rank","data_type":"int8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"Good - data, use with confidence"},{"value":1,"description":"Marginal data, useful, - but look at other QA information"},{"value":2,"description":"Snow/Ice Target - covered with snow/ice"},{"value":3,"description":"Cloudy data"}]},"500m_16_days_view_zenith_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"View - zenith angle of VI Pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_relative_azimuth_angle":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Relative - azimuth angle of VI pixel","raster:bands":[{"unit":"Degree","scale":0.01,"data_type":"int16","spatial_resolution":500}]},"500m_16_days_composite_day_of_the_year":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Day - of year VI pixel","raster:bands":[{"unit":"Julian Day","data_type":"int16","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD13A1.061","citation":"Didan, - K. (2021). MODIS/Terra Vegetation Indices 16-Day L3 Global 500m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD13A1.061"},{"doi":"10.5067/MODIS/MYD13A1.061","citation":"Didan, - K. (2021). MODIS/Aqua Vegetation Indices 16-Day L3 Global 500m SIN Grid - V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD13A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Vegetation Indices 16-Day (500m)","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2276' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:19 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181819Z-r15d8f49c9bnp7fghC1YTO67780000000ab00000000035g4 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na - response: - body: - string: '{"id":"daymet-daily-na","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/daymet-daily-na"},{"rel":"license","href":"https://science.nasa.gov/earth-science/earth-science-data/data-information-policy","title":"EOSDIS - Data Use Policy"},{"rel":"cite-as","href":"https://doi.org/10.3334/ORNLDAAC/1840"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/daymet-daily-na","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Daymet - Daily North America","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-na.png","type":"image/png","roles":["thumbnail"],"title":"Daymet - daily North America map thumbnail"},"zarr-abfs":{"href":"abfs://daymet-zarr/daily/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","abfs"],"title":"Daily - North America Daymet Azure Blob File System Zarr root","description":"Azure - Blob File System of the daily North America Daymet Zarr Group on Azure Blob - Storage for use with adlfs.","xarray:open_kwargs":{"consolidated":true},"xarray:storage_options":{"account_name":"daymeteuwest"}},"zarr-https":{"href":"https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/na.zarr","type":"application/vnd+zarr","roles":["data","zarr","https"],"title":"Daily - North America Daymet HTTPS Zarr root","description":"HTTPS URI of the daily - North America Daymet Zarr Group on Azure Blob Storage.","xarray:open_kwargs":{"consolidated":true}}},"extent":{"spatial":{"bbox":[[-178.1333,14.0749,-53.0567,82.9143]]},"temporal":{"interval":[["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"]]}},"license":"proprietary","sci:doi":"10.3334/ORNLDAAC/1840","keywords":["Daymet","North - America","Temperature","Precipitation","Vapor Pressure","Weather"],"providers":[{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]},{"url":"https://doi.org/10.3334/ORNLDAAC/1840","name":"ORNL - DAAC","roles":["producer"]}],"description":"Gridded estimates of daily weather - parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include - the following parameters: minimum temperature, maximum temperature, precipitation, - shortwave radiation, vapor pressure, snow water equivalent, and day length.\n\n[Daymet](https://daymet.ornl.gov/) - provides measurements of near-surface meteorological conditions; the main - purpose is to provide data estimates where no instrumentation exists. The - dataset covers the period from January 1, 1980 to the present. Each year is - processed individually at the close of a calendar year. Data are in a Lambert - conformal conic projection for North America and are distributed in Zarr and - NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions - (version 1.6)](http://cfconventions.org/).\n\nUse the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) - to cite your usage of the data.\n\nThis dataset provides coverage for Hawaii; - North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily).\n\n","sci:citation":"Thornton, - M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet - Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, - Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904","stac_version":"1.0.0","msft:group_id":"daymet","cube:variables":{"vp":{"type":"data","unit":"Pa","attrs":{"units":"Pa","long_name":"daily - average vapor pressure","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily - average vapor pressure"},"lat":{"type":"auxiliary","unit":"degrees_north","attrs":{"units":"degrees_north","long_name":"latitude - coordinate","standard_name":"latitude"},"shape":[8075,7814],"chunks":[284,584],"dimensions":["y","x"],"description":"latitude - coordinate"},"lon":{"type":"auxiliary","unit":"degrees_east","attrs":{"units":"degrees_east","long_name":"longitude - coordinate","standard_name":"longitude"},"shape":[8075,7814],"chunks":[284,584],"dimensions":["y","x"],"description":"longitude - coordinate"},"swe":{"type":"data","unit":"kg/m2","attrs":{"units":"kg/m2","long_name":"snow - water equivalent","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"snow - water equivalent"},"dayl":{"type":"data","unit":"s","attrs":{"units":"s","long_name":"daylength","cell_methods":"area: - mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daylength"},"prcp":{"type":"data","unit":"mm/day","attrs":{"units":"mm/day","long_name":"daily - total precipitation","cell_methods":"area: mean time: sum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily - total precipitation"},"srad":{"type":"data","unit":"W/m2","attrs":{"units":"W/m2","long_name":"daylight - average incident shortwave radiation","cell_methods":"area: mean time: mean","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daylight - average incident shortwave radiation"},"tmax":{"type":"data","unit":"degrees - C","attrs":{"units":"degrees C","long_name":"daily maximum temperature","cell_methods":"area: - mean time: maximum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily - maximum temperature"},"tmin":{"type":"data","unit":"degrees C","attrs":{"units":"degrees - C","long_name":"daily minimum temperature","cell_methods":"area: mean time: - minimum","grid_mapping":"lambert_conformal_conic"},"shape":[14965,8075,7814],"chunks":[365,284,584],"dimensions":["time","y","x"],"description":"daily - minimum temperature"},"yearday":{"type":"data","attrs":{"long_name":"day of - year (DOY) starting with day 1 on January 1st"},"shape":[14965],"chunks":[365],"dimensions":["time"],"description":"day - of year (DOY) starting with day 1 on January 1st"},"time_bnds":{"type":"data","attrs":{},"shape":[14965,2],"chunks":[365,2],"dimensions":["time","nv"]},"lambert_conformal_conic":{"type":"data","attrs":{"false_easting":0.0,"false_northing":0.0,"semi_major_axis":6378137.0,"grid_mapping_name":"lambert_conformal_conic","standard_parallel":[25.0,60.0],"inverse_flattening":298.257223563,"latitude_of_projection_origin":42.5,"longitude_of_central_meridian":-100.0},"shape":[],"dimensions":[]}},"msft:container":"daymet-zarr","cube:dimensions":{"x":{"axis":"x","step":1000.0,"type":"spatial","extent":[-4560250.0,3252750.0],"description":"x - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"y":{"axis":"y","step":-1000.0,"type":"spatial","extent":[-3090000.0,4984000.0],"description":"y - coordinate of projection","reference_system":{"name":"undefined","type":"ProjectedCRS","$schema":"https://proj.org/schemas/v0.4/projjson.schema.json","base_crs":{"name":"undefined","datum":{"name":"undefined","type":"GeodeticReferenceFrame","ellipsoid":{"name":"undefined","semi_major_axis":6378137,"inverse_flattening":298.257223563}},"coordinate_system":{"axis":[{"name":"Longitude","unit":"degree","direction":"east","abbreviation":"lon"},{"name":"Latitude","unit":"degree","direction":"north","abbreviation":"lat"}],"subtype":"ellipsoidal"}},"conversion":{"name":"unknown","method":{"id":{"code":9802,"authority":"EPSG"},"name":"Lambert - Conic Conformal (2SP)"},"parameters":[{"id":{"code":8823,"authority":"EPSG"},"name":"Latitude - of 1st standard parallel","unit":"degree","value":25},{"id":{"code":8824,"authority":"EPSG"},"name":"Latitude - of 2nd standard parallel","unit":"degree","value":60},{"id":{"code":8821,"authority":"EPSG"},"name":"Latitude - of false origin","unit":"degree","value":42.5},{"id":{"code":8822,"authority":"EPSG"},"name":"Longitude - of false origin","unit":"degree","value":-100},{"id":{"code":8826,"authority":"EPSG"},"name":"Easting - at false origin","unit":"metre","value":0},{"id":{"code":8827,"authority":"EPSG"},"name":"Northing - at false origin","unit":"metre","value":0}]},"coordinate_system":{"axis":[{"name":"Easting","unit":"metre","direction":"east","abbreviation":"E"},{"name":"Northing","unit":"metre","direction":"north","abbreviation":"N"}],"subtype":"Cartesian"}}},"nv":{"type":"count","values":[0,1],"description":"Size - of the ''time_bnds'' variable."},"time":{"type":"temporal","extent":["1980-01-01T12:00:00Z","2020-12-30T12:00:00Z"],"description":"24-hour - day based on local time"}},"msft:group_keys":["daily","north america"],"stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"msft:storage_account":"daymeteuwest","msft:short_description":"Daily - surface weather data on a 1-km grid for North America","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2838' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:20 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181819Z-174fc647fd5x56gvhC1YTOmgrn0000000460000000000fpg - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover - response: - body: - string: '{"id":"nrcan-landcover","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nrcan-landcover"},{"rel":"license","href":"https://open.canada.ca/en/open-government-licence-canada","title":"Open - Government Licence - Canada"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/nrcan-landcover","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Land - Cover of Canada","assets":{"metadata":{"href":"https://open.canada.ca/data/en/dataset/4e615eae-b90c-420b-adee-2ca35896caf6.jsonld","type":"application/json","roles":["metadata"],"title":"Land - cover of Canada metadata"},"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nrcan-landcover.png","type":"image/png","roles":["thumbnail"],"title":"Land - cover of Canada thumbnail"},"geoparquet-items":{"href":"abfs://items/nrcan-landcover.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-141.003,41.6755,-52.6174,83.1139]]},"temporal":{"interval":[["2015-01-01T00:00:00Z","2020-01-01T00:00:00Z"]]}},"license":"OGL-Canada-2.0","keywords":["Land - Cover","Remote Sensing","Landsat","North America","Canada"],"providers":[{"url":"https://www.nrcan.gc.ca/maps-tools-publications/satellite-imagery-air-photos/application-development/land-cover/21755","name":"Natural - Resources Canada | Ressources naturelles Canada","roles":["licensor","processor","producer"]},{"url":"https://sparkgeo.com","name":"Sparkgeo","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"proj:epsg":[3978],"label:type":["raster"],"label:tasks":["classification"],"label:classes":[{"name":"","classes":["Temperate - or sub-polar needleleaf forest","Sub-polar taiga needleleaf forest","Temperate - or sub-polar broadleaf deciduous forest","Mixed forest","Temperate or sub-polar - shrubland","Temperate or sub-polar grassland","Sub-polar or polar shrubland-lichen-moss","Sub-polar - or polar grassland-lichen-moss","Sub-polar or polar barren-lichen-moss","Wetland","Cropland","Barren - lands","Urban","Water","Snow and Ice"]}]},"description":"Collection of Land - Cover products for Canada as produced by Natural Resources Canada using Landsat - satellite imagery. This collection of cartographic products offers classified - Land Cover of Canada at a 30 metre scale, updated on a 5 year basis.","item_assets":{"metadata":{"type":"application/json","roles":["metadata"],"title":"Land - cover of Canada metadata"},"landcover":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data","labels","labels-raster"],"title":"Land - cover of Canada COG","proj:epsg":3978,"file:values":[{"values":[1],"summary":"Temperate - or sub-polar needleleaf forest"},{"values":[2],"summary":"Sub-polar taiga - needleleaf forest"},{"values":[5],"summary":"Temperate or sub-polar broadleaf - deciduous forest"},{"values":[6],"summary":"Mixed forest"},{"values":[8],"summary":"Temperate - or sub-polar shrubland"},{"values":[10],"summary":"Temperate or sub-polar - grassland"},{"values":[11],"summary":"Sub-polar or polar shrubland-lichen-moss"},{"values":[12],"summary":"Sub-polar - or polar grassland-lichen-moss"},{"values":[13],"summary":"Sub-polar or polar - barren-lichen-moss"},{"values":[14],"summary":"Wetland"},{"values":[15],"summary":"Cropland"},{"values":[16],"summary":"Barren - lands"},{"values":[17],"summary":"Urban"},{"values":[18],"summary":"Water"},{"values":[19],"summary":"Snow - and Ice"}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]}},"stac_version":"1.0.0","msft:container":"landcover","stac_extensions":["https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"nrcanlandcovereuwest","msft:short_description":"Collection - of Land Cover products for Canada as produced by Natural Resources Canada - using Landsat satellite imagery. This collection of cartographic products - offers classified Land Cover of Canada at a 30 metre scale, updated on a 5 - year basis.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1592' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:20 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181820Z-r15d8f49c9b7zs9thC1YTOzh1n0000000az0000000000ak7 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061 - response: - body: - string: '{"id":"modis-10A2-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A2-061"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD10A2.061","title":"MODIS/Terra - Snow Cover 8-Day L3 Global 500m SIN Grid, Version 61"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD10A2.061","title":"MODIS/Aqua - Snow Cover 8-Day L3 Global 500m SIN Grid, Version 61"},{"rel":"license","href":"https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac","title":"Use - and Copyright | National Snow and Ice Data Center"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-10A2-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Snow Cover 8-day","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A2-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Snow Cover 8-day thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-10A2-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-18T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Snow","MOD10A2","MYD10A2"],"providers":[{"url":"https://nsidc.org","name":"National - Snow and Ice Data Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"This - global Level-3 (L3) data set provides the maximum snow cover extent observed - over an eight-day period within 10degx10deg MODIS sinusoidal grid tiles. Tiles - are generated by compositing 500 m observations from the ''MODIS Snow Cover - Daily L3 Global 500m Grid'' data set. A bit flag index is used to track the - eight-day snow/no-snow chronology for each 500 m cell.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"Maximum_Snow_Extent":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Maximum - snow extent over the 8-day period.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"missing - data"},{"value":1,"description":"no decision"},{"value":11,"description":"night"},{"value":25,"description":"no - snow"},{"value":37,"description":"lake"},{"value":39,"description":"ocean"},{"value":50,"description":"cloud"},{"value":100,"description":"lake - ice"},{"value":200,"description":"snow"},{"value":254,"description":"detector - saturated"}]},"Eight_Day_Snow_Cover":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Snow chronology bit flags - for each day in the eight-day observation period.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD10A2.061","citation":"Hall, - D. K., & Riggs, G. A. (2021). MODIS/Terra Snow Cover 8-Day L3 Global - 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center - DAAC. https://doi.org/10.5067/MODIS/MOD10A2.061"},{"doi":"10.5067/MODIS/MYD10A2.061","citation":"Hall, - D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover 8-Day L3 Global - 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center - DAAC. https://doi.org/10.5067/MODIS/MYD10A2.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Snow Cover 8-day","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1651' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:21 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181820Z-174fc647fd55jx7khC1YTOawvn0000000180000000000zbn - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast - response: - body: - string: "{\"id\":\"ecmwf-forecast\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ecmwf-forecast\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC-BY-4.0 - license\"},{\"rel\":\"documentation\",\"href\":\"https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time\",\"type\":\"text/html\",\"title\":\"ECMWF - Open Data (Real Time) documentation\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/ecmwf-forecast\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"ECMWF - Open Data (real-time)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/ecmwf-forecast-thumbnail-proj.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,90,180,-90]]},\"temporal\":{\"interval\":[[null,null]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"ECMWF\",\"forecast\",\"weather\"],\"providers\":[{\"url\":\"https://www.ecmwf.int/\",\"name\":\"ECMWF\",\"roles\":[\"producer\"]}],\"summaries\":{\"ecmwf:types\":[\"ef\",\"ep\",\"fc\",\"tf\"],\"ecmwf:streams\":[\"enfo\",\"mmsf\",\"oper\",\"scda\",\"scwv\",\"waef\",\"wave\"],\"ecmwf:pressure_levels\":[1000,925,850,700,500,300,250,200,50],\"ecmwf:reference_times\":[\"00\",\"06\",\"12\",\"18\"]},\"description\":\"The - [ECMWF catalog of real-time products](https://www.ecmwf.int/en/forecasts/datasets/catalogue-ecmwf-real-time-products) - offers real-time meterological and oceanographic productions from the ECMWF - forecast system. Users should consult the [ECMWF Forecast User Guide](https://confluence.ecmwf.int/display/FUG/1+Introduction) - for detailed information on each of the products.\\n\\n## Overview of products\\n\\nThe - following diagram shows the publishing schedule of the various products.\\n\\n\\n\\nThe vertical axis shows the various products, - defined below, which are grouped by combinations of `stream`, `forecast type`, - and `reference time`. The horizontal axis shows *forecast times* in 3-hour - intervals out from the reference time. A black square over a particular forecast - time, or step, indicates that a forecast is made for that forecast time, for - that particular `stream`, `forecast type`, `reference time` combination.\\n\\n* - **stream** is the forecasting system that produced the data. The values are - available in the `ecmwf:stream` summary of the STAC collection. They are:\\n - \ * `enfo`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), - atmospheric fields\\n * `mmsf`: [multi-model seasonal forecasts](https://confluence.ecmwf.int/display/FUG/Long-Range+%28Seasonal%29+Forecast) - fields from the ECMWF model only.\\n * `oper`: [high-resolution forecast](https://confluence.ecmwf.int/display/FUG/HRES+-+High-Resolution+Forecast), - atmospheric fields \\n * `scda`: short cut-off high-resolution forecast, - atmospheric fields (also known as \\\"high-frequency products\\\")\\n * `scwv`: - short cut-off high-resolution forecast, ocean wave fields (also known as \\\"high-frequency - products\\\") and\\n * `waef`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), - ocean wave fields,\\n * `wave`: wave model\\n* **type** is the forecast type. - The values are available in the `ecmwf:type` summary of the STAC collection. - They are:\\n * `fc`: forecast\\n * `ef`: ensemble forecast\\n * `pf`: ensemble - probabilities\\n * `tf`: trajectory forecast for tropical cyclone tracks\\n* - **reference time** is the hours after midnight when the model was run. Each - stream / type will produce assets for different forecast times (steps from - the reference datetime) depending on the reference time.\\n\\nVisit the [ECMWF's - User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) - for more details on each of the various products.\\n\\nAssets are available - for the previous 30 days.\\n\\n## Asset overview\\n\\nThe data are provided - as [GRIB2 files](https://confluence.ecmwf.int/display/CKB/What+are+GRIB+files+and+how+can+I+read+them).\\nAdditionally, - [index files](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time#ECMWFOpenDataRealTime-IndexFilesIndexfiles) - are provided, which can be used to read subsets of the data from Azure Blob - Storage.\\n\\nWithin each `stream`, `forecast type`, `reference time`, the - structure of the data are mostly consistent. Each GRIB2 file will have the\\nsame - data variables, coordinates (aside from `time` as the *reference time* changes - and `step` as the *forecast time* changes). The exception\\nis the `enfo-ep` - and `waef-ep` products, which have more `step`s in the 240-hour forecast than - in the 360-hour forecast. \\n\\nSee the example notebook for more on how to - access the data.\\n\\n## STAC metadata\\n\\nThe Planetary Computer provides - a single STAC item per GRIB2 file. Each GRIB2 file is global in extent, so - every item has the same\\n`bbox` and `geometry`.\\n\\nA few custom properties - are available on each STAC item, which can be used in searches to narrow down - the data to items of interest:\\n\\n* `ecmwf:stream`: The forecasting system - (see above for definitions). The full set of values is available in the Collection's - summaries.\\n* `ecmwf:type`: The forecast type (see above for definitions). - The full set of values is available in the Collection's summaries.\\n* `ecmwf:step`: - The offset from the reference datetime, expressed as ``, for - example `\\\"3h\\\"` means \\\"3 hours from the reference datetime\\\". \\n* - `ecmwf:reference_datetime`: The datetime when the model was run. This indicates - when the forecast *was made*, rather than when it's valid for.\\n* `ecmwf:forecast_datetime`: - The datetime for which the forecast is valid. This is also set as the item's - `datetime`.\\n\\nSee the example notebook for more on how to use the STAC - metadata to query for particular data.\\n\\n## Attribution\\n\\nThe products - listed and described on this page are available to the public and their use - is governed by the [Creative Commons CC-4.0-BY license and the ECMWF Terms - of Use](https://apps.ecmwf.int/datasets/licences/general/). This means that - the data may be redistributed and used commercially, subject to appropriate - attribution.\\n\\nThe following wording should be attached to the use of this - ECMWF dataset: \\n\\n1. Copyright statement: Copyright \\\"\xA9 [year] European - Centre for Medium-Range Weather Forecasts (ECMWF)\\\".\\n2. Source [www.ecmwf.int](http://www.ecmwf.int/)\\n3. - License Statement: This data is published under a Creative Commons Attribution - 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\\n4. - Disclaimer: ECMWF does not accept any liability whatsoever for any error or - omission in the data, their availability, or for any loss or damage arising - from their use.\\n5. Where applicable, an indication if the material has been - modified and an indication of previous modifications.\\n\\nThe following wording - shall be attached to services created with this ECMWF dataset:\\n\\n1. Copyright - statement: Copyright \\\"This service is based on data and products of the - European Centre for Medium-Range Weather Forecasts (ECMWF)\\\".\\n2. Source - www.ecmwf.int\\n3. License Statement: This ECMWF data is published under a - Creative Commons Attribution 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\\n4. - Disclaimer: ECMWF does not accept any liability whatsoever for any error or - omission in the data, their availability, or for any loss or damage arising - from their use.\\n5. Where applicable, an indication if the material has been - modified and an indication of previous modifications\\n\\n## More information\\n\\nFor - more, see the [ECMWF's User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) - and [example notebooks](https://github.com/ecmwf/notebook-examples/tree/master/opencharts).\",\"item_assets\":{\"data\":{\"type\":\"application/wmo-GRIB2\",\"roles\":[\"data\"],\"title\":\"GRIB2 - data file\",\"description\":\"The forecast data, as a grib2 file. Subsets - of the data can be loaded using information from the associated index file.\"},\"index\":{\"type\":\"application/x-ndjson\",\"roles\":[\"index\"],\"title\":\"Index - file\",\"description\":\"The index file contains information on each message - within the GRIB2 file.\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:container\":\"ecmwf\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"ECMWF - Open Data (Real Time) forecasts\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3137' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:21 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181821Z-r15d8f49c9blwjklhC1YTO2q2s0000000atg000000003vbw - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2 - response: - body: - string: '{"id":"noaa-mrms-qpe-24h-pass2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-24h-pass2"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS - Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS - Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS - QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-24h-pass2","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"NOAA - MRMS QPE 24-Hour Pass 2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-24h-pass2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA - MRMS QPE 24-Hour Pass 2 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-24h-pass2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United - States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA - National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[2],"noaa_mrms_qpe:period":[24],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The - [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) - products are seamless 1-km mosaics of precipitation accumulation covering - the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The - products are automatically generated through integration of data from multiple - radars and radar networks, surface and satellite observations, numerical weather - prediction (NWP) models, and climatology. The products are updated hourly - at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass - 2\" product. The Pass 1 product is available with a 60-minute latency and - includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 - minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken - into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis - Collection contains the **24-Hour Pass 2** sub-product, i.e., 24-hour cumulative - precipitation accumulation with a 2-hour latency. The data are available in - [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original - source GRIB2 format files. The GRIB2 files are delivered to Azure as part - of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).","item_assets":{"cog":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed - Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original - GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated - multi-sensor cumulative precipitation estimate for the past 24 hours with - a 2-hour latency.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1925' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:22 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181822Z-174fc647fd5zfbbphC1YTOxuwc0000000b6g000000002m4u - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd - response: - body: - string: '{"id":"sentinel-1-grd","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-1-grd"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","title":"Copernicus - Sentinel data terms"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-1-grd","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel - 1 Level-1 Ground Range Detected (GRD)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-grd.png","type":"image/png","roles":["thumbnail"],"title":"Sentinel - 1 GRD"},"geoparquet-items":{"href":"abfs://items/sentinel-1-grd.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2014-10-10T00:28:21Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","C-Band","SAR","GRD"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["SENTINEL-1A","SENTINEL-1B"],"constellation":["Sentinel-1"],"s1:resolution":["full","high","medium"],"s1:orbit_source":["DOWNLINK","POEORB","PREORB","RESORB"],"sar:looks_range":[5,6,3,2],"sat:orbit_state":["ascending","descending"],"sar:product_type":["GRD"],"sar:looks_azimuth":[1,6,2],"sar:polarizations":[["VV","VH"],["HH","HV"],["VV"],["VH"],["HH"],["HV"]],"sar:frequency_band":["C"],"s1:processing_level":["1"],"sar:instrument_mode":["IW","EW","SM"],"sar:center_frequency":[5.405],"sar:resolution_range":[20,23,50,93,9],"s1:product_timeliness":["NRT-10m","NRT-1h","NRT-3h","Fast-24h","Off-line","Reprocessing"],"sar:resolution_azimuth":[22,23,50,87,9],"sar:pixel_spacing_range":[10,25,40,3.5],"sar:observation_direction":["right"],"sar:pixel_spacing_azimuth":[10,25,40,3.5],"sar:looks_equivalent_number":[4.4,29.7,2.7,10.7,3.7],"sat:platform_international_designator":["2014-016A","2016-025A","0000-000A"]},"description":"The - [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) mission - is a constellation of two polar-orbiting satellites, operating day and night - performing C-band synthetic aperture radar imaging. The Level-1 Ground Range - Detected (GRD) products in this Collection consist of focused SAR data that - has been detected, multi-looked and projected to ground range using the Earth - ellipsoid model WGS84. The ellipsoid projection of the GRD products is corrected - using the terrain height specified in the product general annotation. The - terrain height used varies in azimuth but is constant in range (but can be - different for each IW/EW sub-swath).\n\nGround range coordinates are the slant - range coordinates projected onto the ellipsoid of the Earth. Pixel values - represent detected amplitude. Phase information is lost. The resulting product - has approximately square resolution pixels and square pixel spacing with reduced - speckle at a cost of reduced spatial resolution.\n\nFor the IW and EW GRD - products, multi-looking is performed on each burst individually. All bursts - in all sub-swaths are then seamlessly merged to form a single, contiguous, - ground range, detected image per polarization.\n\nFor more information see - the [ESA documentation](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/product-types-processing-levels/level-1)\n\n### - Terrain Correction\n\nUsers might want to geometrically or radiometrically - terrain correct the Sentinel-1 GRD data from this collection. The [Sentinel-1-RTC - Collection](https://planetarycomputer.microsoft.com/dataset/sentinel-1-rtc) - collection is a global radiometrically terrain corrected dataset derived from - Sentinel-1 GRD. Additionally, users can terrain-correct on the fly using [any - DEM available on the Planetary Computer](https://planetarycomputer.microsoft.com/catalog?tags=DEM). - See [Customizable radiometric terrain correction](https://planetarycomputer.microsoft.com/docs/tutorials/customizable-rtc-sentinel1/) - for more.","item_assets":{"hh":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"HH: - horizontal transmit, horizontal receive","description":"Amplitude of signal - transmitted with horizontal polarization and received with horizontal polarization - with radiometric terrain correction applied."},"hv":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"HV: horizontal transmit, - vertical receive","description":"Amplitude of signal transmitted with horizontal - polarization and received with vertical polarization with radiometric terrain - correction applied."},"vh":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VH: - vertical transmit, horizontal receive","description":"Amplitude of signal - transmitted with vertical polarization and received with horizontal polarization - with radiometric terrain correction applied."},"vv":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"VV: vertical transmit, - vertical receive","description":"Amplitude of signal transmitted with vertical - polarization and received with vertical polarization with radiometric terrain - correction applied."},"thumbnail":{"type":"image/png","roles":["thumbnail"],"title":"Preview - Image","description":"An averaged, decimated preview image in PNG format. - Single polarisation products are represented with a grey scale image. Dual - polarisation products are represented by a single composite colour image in - RGB with the red channel (R) representing the co-polarisation VV or HH), - the green channel (G) represents the cross-polarisation (VH or HV) and the - blue channel (B) represents the ratio of the cross an co-polarisations."},"safe-manifest":{"type":"application/xml","roles":["metadata"],"title":"Manifest - File","description":"General product metadata in XML format. Contains a high-level - textual description of the product and references to all of product''s components, - the product metadata, including the product identification and the resource - references, and references to the physical location of each component file - contained in the product."},"schema-noise-hh":{"type":"application/xml","roles":["metadata"],"title":"Noise - Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-hv":{"type":"application/xml","roles":["metadata"],"title":"Noise - Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-vh":{"type":"application/xml","roles":["metadata"],"title":"Noise - Schema","description":"Estimated thermal noise look-up tables"},"schema-noise-vv":{"type":"application/xml","roles":["metadata"],"title":"Noise - Schema","description":"Estimated thermal noise look-up tables"},"schema-product-hh":{"type":"application/xml","roles":["metadata"],"title":"Product - Schema","description":"Describes the main characteristics corresponding to - the band: state of the platform during acquisition, image properties, Doppler - information, geographic location, etc."},"schema-product-hv":{"type":"application/xml","roles":["metadata"],"title":"Product - Schema","description":"Describes the main characteristics corresponding to - the band: state of the platform during acquisition, image properties, Doppler - information, geographic location, etc."},"schema-product-vh":{"type":"application/xml","roles":["metadata"],"title":"Product - Schema","description":"Describes the main characteristics corresponding to - the band: state of the platform during acquisition, image properties, Doppler - information, geographic location, etc."},"schema-product-vv":{"type":"application/xml","roles":["metadata"],"title":"Product - Schema","description":"Describes the main characteristics corresponding to - the band: state of the platform during acquisition, image properties, Doppler - information, geographic location, etc."},"schema-calibration-hh":{"type":"application/xml","roles":["metadata"],"title":"Calibration - Schema","description":"Calibration metadata including calibration information - and the beta nought, sigma nought, gamma and digital number look-up tables - that can be used for absolute product calibration."},"schema-calibration-hv":{"type":"application/xml","roles":["metadata"],"title":"Calibration - Schema","description":"Calibration metadata including calibration information - and the beta nought, sigma nought, gamma and digital number look-up tables - that can be used for absolute product calibration."},"schema-calibration-vh":{"type":"application/xml","roles":["metadata"],"title":"Calibration - Schema","description":"Calibration metadata including calibration information - and the beta nought, sigma nought, gamma and digital number look-up tables - that can be used for absolute product calibration."},"schema-calibration-vv":{"type":"application/xml","roles":["metadata"],"title":"Calibration - Schema","description":"Calibration metadata including calibration information - and the beta nought, sigma nought, gamma and digital number look-up tables - that can be used for absolute product calibration."}},"stac_version":"1.0.0","msft:group_id":"sentinel-1","msft:container":"s1-grd","stac_extensions":["https://stac-extensions.github.io/sar/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"sentinel1euwest","msft:short_description":"Sentinel-1 - Level-1 Ground Range Detected (GRD) products consist of focused SAR data that - has been detected, multi-looked and projected to ground range using an Earth - ellipsoid model.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2958' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:23 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181822Z-174fc647fd5h62jvhC1YTOuwg40000000aqg000000003911 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem - response: - body: - string: '{"id":"nasadem","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasadem"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/nasadem","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"NASADEM - HGT v001","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasadem.png","type":"image/png","roles":["thumbnail"],"title":"NASADEM"},"geoparquet-items":{"href":"abfs://items/nasadem.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-179.000139,-56.000139,179.000139,61.000139]]},"temporal":{"interval":[["2000-02-20T00:00:00Z","2000-02-20T00:00:00Z"]]}},"license":"proprietary","keywords":["NASA","JPL","Elevation","DEM","USGS","NGA","SRTM"],"providers":[{"url":"https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem","name":"NASA","roles":["producer","licensor"]},{"url":"https://trs.jpl.nasa.gov/handle/2014/46123","name":"JPL","roles":["producer","licensor"]},{"url":"https://lpdaac.usgs.gov/products/nasadem_hgtv001/","name":"USGS","roles":["producer","licensor"]},{"url":"https://doi.org/10.5069/G93T9FD9","name":"OpenTopography","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[30]},"description":"[NASADEM](https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem) - provides global topographic data at 1 arc-second (~30m) horizontal resolution, - derived primarily from data captured via the [Shuttle Radar Topography Mission](https://www2.jpl.nasa.gov/srtm/) - (SRTM).\n\n","item_assets":{"elevation":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Elevation"}},"stac_version":"1.0.0","msft:container":"nasadem-cog","stac_extensions":["https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"nasademeuwest","msft:short_description":"Global - topographic data at 1 arc-second (~30m) horizontal resolution, derived primarily - from data captured via the Shuttle Radar Topography Mission","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1157' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:23 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181823Z-r15d8f49c9bc7mfhhC1YTOed700000000380000000001hkb - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc - response: - body: - string: '{"id":"io-lulc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc"},{"rel":"related","href":"https://livingatlas.arcgis.com/landcover/"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","type":"text/html","title":"CC - BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/io-lulc","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Esri - 10-Meter Land Cover (10-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc.png","title":"Esri - 10-Meter Land Cover","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/io-lulc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-01-01T00:00:00Z","2021-01-01T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land - Cover","Land Use","Sentinel"],"providers":[{"url":"https://www.esri.com/","name":"Esri","roles":["licensor"]},{"url":"https://www.impactobservatory.com/","name":"Impact - Observatory","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"raster:bands":[{"nodata":0,"spatial_resolution":10}],"label:classes":[{"name":"","classes":["nodata","water","trees","grass","flooded - veg","crops","scrub","built area","bare","snow/ice","clouds"]}]},"description":"__Note__: - _A new version of this item is available for your use. This mature version - of the map remains available for use in existing applications. This item will - be retired in December 2024. There is 2020 data available in the newer [9-class - dataset](https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class)._\n\nGlobal - estimates of 10-class land use/land cover (LULC) for 2020, derived from ESA - Sentinel-2 imagery at 10m resolution. This dataset was generated by [Impact - Observatory](http://impactobservatory.com/), who used billions of human-labeled - pixels (curated by the National Geographic Society) to train a deep learning - model for land classification. The global map was produced by applying this - model to the relevant yearly Sentinel-2 scenes on the Planetary Computer.\n\nThis - dataset is also available on the [ArcGIS Living Atlas of the World](https://livingatlas.arcgis.com/landcover/).\n","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global - land cover data","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Water"},{"values":[2],"summary":"Trees"},{"values":[3],"summary":"Grass"},{"values":[4],"summary":"Flooded - vegetation"},{"values":[5],"summary":"Crops"},{"values":[6],"summary":"Scrub/shrub"},{"values":[7],"summary":"Built - area"},{"values":[8],"summary":"Bare ground"},{"values":[9],"summary":"Snow/ice"},{"values":[10],"summary":"Clouds"}]}},"stac_version":"1.0.0","msft:group_id":"io-land-cover","msft:container":"io-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global - land cover information for 2020 at 10m resolution","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1614' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:24 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181823Z-174fc647fd5p62hchC1YTOfyx40000000410000000003g34 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1 - response: - body: - string: '{"id":"landsat-c2-l1","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/landsat-c2-l1"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9AF14YV","title":"Landsat - 1-5 MSS Collection 2 Level-1"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/landsat-c2-l1","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Landsat - Collection 2 Level-1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l1-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Landsat - Collection 2 Level-1 thumbnail"},"geoparquet-items":{"href":"abfs://items/landsat-c2-l1.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1972-07-25T00:00:00Z","2013-01-07T23:23:59Z"]]}},"license":"proprietary","keywords":["Landsat","USGS","NASA","Satellite","Global","Imagery"],"providers":[{"url":"https://landsat.gsfc.nasa.gov/","name":"NASA","roles":["producer","licensor"]},{"url":"https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data","name":"USGS","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[79],"sci:doi":["10.5066/P9AF14YV"],"eo:bands":[{"name":"B4","common_name":"green","description":"Visible - green (Landsat 1-3 Band B4)","center_wavelength":0.55,"full_width_half_max":0.1},{"name":"B5","common_name":"red","description":"Visible - red (Landsat 1-3 Band B5)","center_wavelength":0.65,"full_width_half_max":0.1},{"name":"B6","common_name":"nir08","description":"Near - infrared (Landsat 1-3 Band B6)","center_wavelength":0.75,"full_width_half_max":0.1},{"name":"B7","common_name":"nir09","description":"Near - infrared (Landsat 1-3 Band B7)","center_wavelength":0.95,"full_width_half_max":0.3},{"name":"B1","common_name":"green","description":"Visible - green (Landsat 4-5 Band B1)","center_wavelength":0.55,"full_width_half_max":0.1},{"name":"B2","common_name":"red","description":"Visible - red (Landsat 4-5 Band B2)","center_wavelength":0.65,"full_width_half_max":0.1},{"name":"B3","common_name":"nir08","description":"Near - infrared (Landsat 4-5 Band B3)","center_wavelength":0.75,"full_width_half_max":0.1},{"name":"B4","common_name":"nir09","description":"Near - infrared (Landsat 4-5 Band B4)","center_wavelength":0.95,"full_width_half_max":0.3}],"platform":["landsat-1","landsat-2","landsat-3","landsat-4","landsat-5"],"instruments":["mss"],"view:off_nadir":[0]},"description":"Landsat - Collection 2 Level-1 data, consisting of quantized and calibrated scaled Digital - Numbers (DN) representing the multispectral image data. These [Level-1](https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data) - data can be [rescaled](https://www.usgs.gov/landsat-missions/using-usgs-landsat-level-1-data-product) - to top of atmosphere (TOA) reflectance and/or radiance. Thermal band data - can be rescaled to TOA brightness temperature.\n\nThis dataset represents - the global archive of Level-1 data from [Landsat Collection 2](https://www.usgs.gov/core-science-systems/nli/landsat/landsat-collection-2) - acquired by the [Multispectral Scanner System](https://landsat.gsfc.nasa.gov/multispectral-scanner-system/) - onboard Landsat 1 through Landsat 5 from July 7, 1972 to January 7, 2013. - Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.\n","item_assets":{"red":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red - Band","eo:bands":[{"common_name":"red","description":"Visible red","center_wavelength":0.65,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"green":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green - Band","eo:bands":[{"common_name":"green","description":"Visible green","center_wavelength":0.55,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"nir08":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Near - Infrared Band 0.8","eo:bands":[{"common_name":"nir08","description":"Near - infrared","center_wavelength":0.75,"full_width_half_max":0.1}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"nir09":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Near - Infrared Band 0.9","eo:bands":[{"common_name":"nir09","description":"Near - infrared","center_wavelength":0.95,"full_width_half_max":0.3}],"raster:bands":[{"unit":"watt/steradian/square_meter/micrometer","nodata":0,"data_type":"uint8","spatial_resolution":60}]},"mtl.txt":{"type":"text/plain","roles":["metadata"],"title":"Product - Metadata File (txt)","description":"Collection 2 Level-1 Product Metadata - File (txt)"},"mtl.xml":{"type":"application/xml","roles":["metadata"],"title":"Product - Metadata File (xml)","description":"Collection 2 Level-1 Product Metadata - File (xml)"},"mtl.json":{"type":"application/json","roles":["metadata"],"title":"Product - Metadata File (json)","description":"Collection 2 Level-1 Product Metadata - File (json)"},"qa_pixel":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["cloud"],"title":"Pixel - Quality Assessment Band","description":"Collection 2 Level-1 Pixel Quality - Assessment Band (QA_PIXEL)","raster:bands":[{"unit":"bit index","nodata":1,"data_type":"uint16","spatial_resolution":60}],"classification:bitfields":[{"name":"fill","length":1,"offset":0,"classes":[{"name":"not_fill","value":0,"description":"Image - data"},{"name":"fill","value":1,"description":"Fill data"}],"description":"Image - or fill data"},{"name":"cloud","length":1,"offset":3,"classes":[{"name":"not_cloud","value":0,"description":"Cloud - confidence is not high"},{"name":"cloud","value":1,"description":"High confidence - cloud"}],"description":"Cloud mask"},{"name":"cloud_confidence","length":2,"offset":8,"classes":[{"name":"not_set","value":0,"description":"No - confidence level set"},{"name":"low","value":1,"description":"Low confidence - cloud"},{"name":"reserved","value":2,"description":"Reserved - value not used"},{"name":"high","value":3,"description":"High - confidence cloud"}],"description":"Cloud confidence levels"}]},"qa_radsat":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["saturation"],"title":"Radiometric - Saturation and Dropped Pixel Quality Assessment Band","description":"Collection - 2 Level-1 Radiometric Saturation and Dropped Pixel Quality Assessment Band - (QA_RADSAT)","raster:bands":[{"unit":"bit index","data_type":"uint16","spatial_resolution":60}],"classification:bitfields":[{"name":"band1","length":1,"offset":0,"classes":[{"name":"not_saturated","value":0,"description":"Band - 1 not saturated"},{"name":"saturated","value":1,"description":"Band 1 saturated"}],"description":"Band - 1 radiometric saturation"},{"name":"band2","length":1,"offset":1,"classes":[{"name":"not_saturated","value":0,"description":"Band - 2 not saturated"},{"name":"saturated","value":1,"description":"Band 2 saturated"}],"description":"Band - 2 radiometric saturation"},{"name":"band3","length":1,"offset":2,"classes":[{"name":"not_saturated","value":0,"description":"Band - 3 not saturated"},{"name":"saturated","value":1,"description":"Band 3 saturated"}],"description":"Band - 3 radiometric saturation"},{"name":"band4","length":1,"offset":3,"classes":[{"name":"not_saturated","value":0,"description":"Band - 4 not saturated"},{"name":"saturated","value":1,"description":"Band 4 saturated"}],"description":"Band - 4 radiometric saturation"},{"name":"band5","length":1,"offset":4,"classes":[{"name":"not_saturated","value":0,"description":"Band - 5 not saturated"},{"name":"saturated","value":1,"description":"Band 5 saturated"}],"description":"Band - 5 radiometric saturation"},{"name":"band6","length":1,"offset":5,"classes":[{"name":"not_saturated","value":0,"description":"Band - 6 not saturated"},{"name":"saturated","value":1,"description":"Band 6 saturated"}],"description":"Band - 6 radiometric saturation"},{"name":"band7","length":1,"offset":6,"classes":[{"name":"not_saturated","value":0,"description":"Band - 7 not saturated"},{"name":"saturated","value":1,"description":"Band 7 saturated"}],"description":"Band - 7 radiometric saturation"},{"name":"dropped","length":1,"offset":9,"classes":[{"name":"not_dropped","value":0,"description":"Detector - has a value - pixel present"},{"name":"dropped","value":1,"description":"Detector - does not have a value - no data"}],"description":"Dropped pixel"}]}},"stac_version":"1.0.0","msft:group_id":"landsat","msft:container":"landsat-c2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"landsateuwest","msft:short_description":"Landsat - Collection 2 Level-1 data from the Multispectral Scanner System (MSS) onboard - Landsat 1 through Landsat 5.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2437' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:24 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181824Z-r15d8f49c9bvcc9zhC1YTOs9c00000000700000000003pa9 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc - response: - body: - string: '{"id":"drcog-lulc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/drcog-lulc"},{"rel":"license","href":"https://drcog.org/legal-terms","type":"text/html","title":"DRCOG - Legal Terms"},{"rel":"describedby","href":"https://gis.drcog.org/rdc/supplemental/lulc_pilot_report.zip","type":"application/zip","title":"Supplemental - Information"},{"rel":"original","href":"https://landcoverarchive.s3.amazonaws.com/2018/lulc_pilot_raster_2018.zip","type":"application/zip","title":"Land_Cover_Raster_Data_2018"},{"rel":"original","href":"https://landcoverarchive.s3.amazonaws.com/2020/DRCOG_2020_Landcover.zip","type":"application/zip","title":"Land_Cover_Raster_Data_2020"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/drcog-lulc","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Denver - Regional Council of Governments Land Use Land Cover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/drcog-lulc.png","type":"image/png","roles":["thumbnail"],"title":"DRCOG - LULC"},"geoparquet-items":{"href":"abfs://items/drcog-lulc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-105.93962510864995,39.10438697007073,-103.66801443832743,40.320593119647256],[-105.54671456161505,39.54013841830152,-104.46335720577567,39.94430501943824]]},"temporal":{"interval":[["2018-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land - Cover","Land Use","NAIP","USDA"],"providers":[{"url":"https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project","name":"Denver - Regional Council of Governments","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"mission":["2018 - DRCOG LULC pilot study covering 1,000 square miles","2020 DRCOG LULC study - covering 6,000 square miles"]},"description":"The [Denver Regional Council - of Governments (DRCOG) Land Use/Land Cover (LULC)](https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project) - datasets are developed in partnership with the [Babbit Center for Land and - Water Policy](https://www.lincolninst.edu/our-work/babbitt-center-land-water-policy) - and the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/)''s - Conservation Innovation Center (CIC). DRCOG LULC includes 2018 data at 3.28ft - (1m) resolution covering 1,000 square miles and 2020 data at 1ft resolution - covering 6,000 square miles of the Denver, Colorado region. The classification - data is derived from the USDA''s 1m National Agricultural Imagery Program - (NAIP) aerial imagery and leaf-off aerial ortho-imagery captured as part of - the [Denver Regional Aerial Photography Project](https://drcog.org/services-and-resources/data-maps-and-modeling/denver-regional-aerial-photography-project) - (6in resolution everywhere except the mountainous regions to the west, which - are 1ft resolution).","item_assets":{"data":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"DRCOG LULC","description":"Denver - Regional Council of Governments (DRCOG) Land Use Land Cover (LULC) Classifications","raster:bands":[{"unit":"usft","sampling":"area","data_type":"uint8","description":"Classification - values"}],"classification:classes":[{"value":1,"color_hint":"FF0000","description":"Structures"},{"value":2,"color_hint":"B2B2B2","description":"Impervious - Surfaces"},{"value":3,"color_hint":"00A9E6","description":"Water"},{"value":4,"color_hint":"C7D79E","description":"Prairie/Grassland/Natural - Ground Cover"},{"value":5,"color_hint":"267300","description":"Tree Canopy"},{"value":6,"color_hint":"70A800","description":"Turf/Irrigated - Land"},{"value":7,"color_hint":"FFEBAF","description":"Barren Land"},{"value":8,"color_hint":"FFAE42","description":"Cropland"}]}},"stac_version":"1.0.0","msft:container":"drcog-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"2018 - and 2020 Land Use/Land Cover classification of the Denver, Colorado region.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1890' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:25 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181824Z-174fc647fd5h62jvhC1YTOuwg40000000asg000000001em1 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7 - response: - body: - string: '{"id":"chesapeake-lc-7","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-7"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf","type":"application/pdf","title":"User - Guide"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data - Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-7","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake - Land Cover (7-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-7-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake - Land Cover (7-class) Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14658496196135,36.21291717905733,-73.27357561029186,44.77821441524524]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land - Cover","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/","name":"Chesapeake - Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A - high-resolution 1-meter [land cover data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) - in raster format for the entire Chesapeake Bay watershed based on 2013-2014 - imagery from the National Agriculture Imagery Program (NAIP). The product - area encompasses over 250,000 square kilometers in New York, Pennsylvania, - Maryland, Delaware, West Virginia, Virginia, and the District of Columbia. - The dataset was created by the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/) - [Conservation Innovation Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) - for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is - a regional partnership of EPA, other federal, state, and local agencies and - governments, nonprofits, and academic institutions, that leads and directs - Chesapeake Bay restoration efforts. \n\nThe dataset is composed of a uniform - set of 7 land cover classes. Additional information is available in a [User - Guide](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf). - Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land - Cover Classes","raster:bands":[{"nodata":15,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"00C5FF","description":"Water"},{"value":2,"color-hint":"267300","description":"Tree - Canopy and Shrubs"},{"value":3,"color-hint":"A3FF73","description":"Low Vegetation"},{"value":4,"color-hint":"FFAA00","description":"Barren"},{"value":5,"color-hint":"9C9C9C","description":"Impervious - Surfaces"},{"value":6,"color-hint":"000000","description":"Impervious Roads"},{"value":7,"color-hint":"C500FF","description":"Aberdeen - Proving Ground"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake - Bay Watershed land cover product with 7 classes at 1m resolution.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1656' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:26 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181825Z-r15d8f49c9b24v5khC1YTOfdeg00000003s0000000001fsk - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13 - response: - body: - string: '{"id":"chesapeake-lc-13","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lc-13"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf","type":"application/pdf","title":"User - Guide"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2020/03/LC_Class_Descriptions.pdf","type":"application/pdf","title":"Class - Descriptions"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data - Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-13","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake - Land Cover (13-class)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-13-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake - Land Cover (13-class) Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14658496196135,36.21291717905733,-73.27357561029186,44.77821441524524]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land - Cover","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/","name":"Chesapeake - Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A - high-resolution 1-meter [land cover data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) - in raster format for the entire Chesapeake Bay watershed based on 2013-2014 - imagery from the National Agriculture Imagery Program (NAIP). The product - area encompasses over 250,000 square kilometers in New York, Pennsylvania, - Maryland, Delaware, West Virginia, Virginia, and the District of Columbia. - The dataset was created by the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/) - [Conservation Innovation Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) - for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is - a regional partnership of EPA, other federal, state, and local agencies and - governments, nonprofits, and academic institutions, that leads and directs - Chesapeake Bay restoration efforts. \n\nThe dataset is composed of 13 land - cover classes, although not all classes are used in all areas. Additional - information is available in a [User Guide](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/06/Chesapeake_Conservancy_LandCover101Guide_June2020.pdf) - and [Class Description](https://www.chesapeakeconservancy.org/wp-content/uploads/2020/03/LC_Class_Descriptions.pdf) - document. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) - format.","item_assets":{"data":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land - Cover Classes","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"00C5FF","description":"Water"},{"value":2,"color-hint":"00A884","description":"Emergent - Wetlands"},{"value":3,"color-hint":"267300","description":"Tree Canopy"},{"value":4,"color-hint":"4CE600","description":"Shrubland"},{"value":5,"color-hint":"A3FF73","description":"Low - Vegetation"},{"value":6,"color-hint":"FFAA00","description":"Barren"},{"value":7,"color-hint":"FF0000","description":"Structures"},{"value":8,"color-hint":"9C9C9C","description":"Impervious - Surfaces"},{"value":9,"color-hint":"000000","description":"Impervious Roads"},{"value":10,"color-hint":"737300","description":"Tree - Canopy over Structures"},{"value":11,"color-hint":"E6E600","description":"Tree - Canopy over Impervious Surfaces"},{"value":12,"color-hint":"FFFF73","description":"Tree - Canopy over impervious Roads"},{"value":13,"color-hint":"C500FF","description":"Aberdeen - Proving Ground"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake - Bay Watershed land cover product with 13 classes at 1m resolution.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1795' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:26 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181826Z-r159ff9f48bsqs4rhC1YTOhcrc00000004ug000000007t59 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu - response: - body: - string: '{"id":"chesapeake-lu","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/chesapeake-lu"},{"rel":"describedby","href":"https://www.chesapeakeconservancy.org/wp-content/uploads/2018/11/2013-Phase-6-Mapped-Land-Use-Definitions-Updated-PC-11302018.pdf","type":"application/pdf","title":"Class - Descriptions"},{"rel":"license","href":"https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/","type":"text/html","title":"Data - Availability Description"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/chesapeake-lu","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Chesapeake - Land Use","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lu-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Chesapeake - Land Use Thumbnail"}},"extent":{"spatial":{"bbox":[[-81.14648244566828,36.18730972451623,-73.11082086653798,44.7781991560751]]},"temporal":{"interval":[["2013-01-01T00:00:00Z","2014-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["Land - Use","Chesapeake Bay Watershed","Chesapeake Conservancy"],"providers":[{"url":"https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/","name":"Chesapeake - Conservancy Conservation Innovation Center","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"description":"A - high-resolution 1-meter [land use data product](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/) - in raster format for the entire Chesapeake Bay watershed. The dataset was - created by modifying the 2013-2014 high-resolution [land cover dataset](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/) - using 13 ancillary datasets including data on zoning, land use, parcel boundaries, - landfills, floodplains, and wetlands. The product area encompasses over 250,000 - square kilometers in New York, Pennsylvania, Maryland, Delaware, West Virginia, - Virginia, and the District of Columbia. The dataset was created by the [Chesapeake - Conservancy](https://www.chesapeakeconservancy.org/) [Conservation Innovation - Center](https://www.chesapeakeconservancy.org/conservation-innovation-center/) - for the [Chesapeake Bay Program](https://www.chesapeakebay.net/), which is - a regional partnership of EPA, other federal, state, and local agencies and - governments, nonprofits, and academic institutions that leads and directs - Chesapeake Bay restoration efforts.\n\nThe dataset is composed of 17 land - use classes in Virginia and 16 classes in all other jurisdictions. Additional - information is available in a land use [Class Description](https://www.chesapeakeconservancy.org/wp-content/uploads/2018/11/2013-Phase-6-Mapped-Land-Use-Definitions-Updated-PC-11302018.pdf) - document. Images are stored in [cloud-optimized GeoTIFF](https://www.cogeo.org/) - format.","item_assets":{"data":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land - Use Classes","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":1}],"classification:classes":[{"value":1,"color-hint":"000000","description":"Impervious - Roads"},{"value":2,"color-hint":"730000","description":"Impervious Non-Roads"},{"value":3,"color-hint":"55FF00","description":"Tree - Canopy over Impervious Surfaces"},{"value":4,"color-hint":"0070FF","description":"Water"},{"value":5,"color-hint":"00FFC5","description":"Tidal - Wetlands"},{"value":6,"color-hint":"00E6A9","description":"Floodplain Wetlands"},{"value":7,"color-hint":"00E6A9","description":"Other - Wetlands"},{"value":8,"color-hint":"267300","description":"Forest"},{"value":9,"color-hint":"AAFF00","description":"Tree - Canopy over Turf Grass"},{"value":10,"color-hint":"A87000","description":"Mixed - Open"},{"value":11,"color-hint":"FFBEE8","description":"Fractional Turf (small)"},{"value":12,"color-hint":"FFBEE8","description":"Fractional - Turf (medium)"},{"value":13,"color-hint":"FFBEE8","description":"Fractional - Turf (large)"},{"value":14,"color-hint":"C500FF","description":"Fractional - Impervious"},{"value":15,"color-hint":"FFFF73","description":"Turf Grass"},{"value":16,"color-hint":"E69800","description":"Cropland"},{"value":17,"color-hint":"E69800","description":"Pasture/Hay"}]}},"stac_version":"1.0.0","msft:group_id":"chesapeake-lulc","msft:container":"chesapeake","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Chesapeake - Bay Watershed land use product with 17 classes at 1m resolution.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1865' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:27 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181827Z-r159ff9f48bbldzfhC1YTOreww000000019g000000005wc6 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1 - response: - body: - string: '{"id":"noaa-mrms-qpe-1h-pass1","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass1"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS - Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS - Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS - QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass1","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"NOAA - MRMS QPE 1-Hour Pass 1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass1-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA - MRMS QPE 1-Hour Pass 1 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-1h-pass1.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United - States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA - National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[1],"noaa_mrms_qpe:period":[1],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The - [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) - products are seamless 1-km mosaics of precipitation accumulation covering - the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The - products are automatically generated through integration of data from multiple - radars and radar networks, surface and satellite observations, numerical weather - prediction (NWP) models, and climatology. The products are updated hourly - at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass - 2\" product. The Pass 1 product is available with a 60-minute latency and - includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 - minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken - into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis - Collection contains the **1-Hour Pass 1** sub-product, i.e., 1-hour cumulative - precipitation accumulation with a 1-hour latency. The data are available in - [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original - source GRIB2 format files. The GRIB2 files are delivered to Azure as part - of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n","item_assets":{"cog":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed - Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original - GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated - multi-sensor cumulative precipation estimate for the past hour with a 1-hour - latency.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1918' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:28 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181827Z-r159ff9f48bkg8cnhC1YTOec680000000d0g00000000ahe1 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2 - response: - body: - string: '{"id":"noaa-mrms-qpe-1h-pass2","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-mrms-qpe-1h-pass2"},{"rel":"license","href":"https://www.nssl.noaa.gov/projects/mrms/nmq_data_policy_OGCrevised.pdf","type":"application/pdf","title":"MRMS - Dataset Sharing Policy"},{"rel":"about","href":"https://mrms.nssl.noaa.gov","type":"text/html","title":"MRMS - Homepage"},{"rel":"about","href":"https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881","type":"text/html","title":"MRMS - QPE Technical Product Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass2","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"NOAA - MRMS QPE 1-Hour Pass 2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass2-thumb.png","type":"image/png","roles":["thumbnail"],"title":"NOAA - MRMS QPE 1-Hour Pass 2 Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-mrms-qpe-1h-pass2.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-176.0,9.0,150.0,72.0],[-130.0,20.0,-60.0,55.0],[-164.0,15.0,-151.0,26.0],[140.0,9.0,150.0,18.0],[-176.0,50.0,-126.0,72.0],[-90.0,10.0,-60.0,25.0]]},"temporal":{"interval":[["2022-07-21T20:00:00Z",null]]}},"license":"proprietary","keywords":["NOAA","MRMS","QPE","Precipitation","Weather","United - States","Guam","Caribbean"],"providers":[{"url":"https://www.nssl.noaa.gov/projects/mrms","name":"NOAA - National Severe Storms Laboratory","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"noaa_mrms_qpe:pass":[2],"noaa_mrms_qpe:period":[1],"noaa_mrms_qpe:region":["CONUS","HAWAII","GUAM","ALASKA","CARIB"]},"description":"The - [Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE)](https://www.nssl.noaa.gov/projects/mrms/) - products are seamless 1-km mosaics of precipitation accumulation covering - the continental United States, Alaska, Hawaii, the Caribbean, and Guam. The - products are automatically generated through integration of data from multiple - radars and radar networks, surface and satellite observations, numerical weather - prediction (NWP) models, and climatology. The products are updated hourly - at the top of the hour.\n\nMRMS QPE is available as a \"Pass 1\" or \"Pass - 2\" product. The Pass 1 product is available with a 60-minute latency and - includes 60-65% of gauges. The Pass 2 product has a higher latency of 120 - minutes, but includes 99% of gauges. The Pass 1 and Pass 2 products are broken - into 1-, 3-, 6-, 12-, 24-, 48-, and 72-hour accumulation sub-products.\n\nThis - Collection contains the **1-Hour Pass 2** sub-product, i.e., 1-hour cumulative - precipitation accumulation with a 2-hour latency. The data are available in - [Cloud Optimized GeoTIFF](https://www.cogeo.org/) format as well as the original - source GRIB2 format files. The GRIB2 files are delivered to Azure as part - of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n","item_assets":{"cog":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Processed - Cloud Optimized GeoTIFF file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]},"grib2":{"type":"application/wmo-GRIB2","roles":["data"],"title":"Original - GRIB2 file","raster:bands":[{"unit":"mm","data_type":"float64","spatial_resolution":1000}]}},"stac_version":"1.0.0","msft:group_id":"noaa-mrms-qpe","msft:container":"mrms-cogs","stac_extensions":["https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json"],"msft:storage_account":"mrms","msft:short_description":"Integrated - multi-sensor cumulative precipation estimate for the past hour with a 2-hour - latency.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1921' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:28 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181828Z-r159ff9f48bbldzfhC1YTOreww00000001a0000000004fx1 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly - response: - body: - string: '{"id":"noaa-nclimgrid-monthly","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-nclimgrid-monthly"},{"rel":"cite-as","href":"https://doi.org/10.7289/V5SX6B56","type":"text/html","title":"NOAA - Monthly U.S. Climate Gridded Dataset (NClimGrid)"},{"rel":"license","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332#Constraints","type":"text/html","title":"NClimGrid - Data Use and Access Constraints"},{"rel":"about","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332","type":"text/html","title":"Product - Landing Page"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/noaa-nclimgrid-monthly","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Monthly - NOAA U.S. Climate Gridded Dataset (NClimGrid)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-nclimgrid-monthly-thumb.png","type":"image/png","roles":["thumbnail"],"title":"Monthly - NOAA NClimGrid Thumbnail"},"geoparquet-items":{"href":"abfs://items/noaa-nclimgrid-monthly.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.708333,24.541666,-66.999995,49.375001]]},"temporal":{"interval":[["1895-01-01T00:00:00Z",null]]}},"license":"proprietary","sci:doi":"10.7289/V5SX6B56","keywords":["United - States","NOAA","NClimGrid","Climate","Precipitation","Temperature"],"providers":[{"url":"https://www.ncei.noaa.gov/","name":"NOAA - National Centers for Environmental Information","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"description":"The - [NOAA U.S. Climate Gridded Dataset (NClimGrid)](https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332) - consists of four climate variables derived from the [Global Historical Climatology - Network daily (GHCNd)](https://www.ncei.noaa.gov/products/land-based-station/global-historical-climatology-network-daily) - dataset: maximum temperature, minimum temperature, average temperature, and - precipitation. The data is provided in 1/24 degree lat/lon (nominal 5x5 kilometer) - grids for the Continental United States (CONUS). \n\nNClimGrid data is available - in monthly and daily temporal intervals, with the daily data further differentiated - as \"prelim\" (preliminary) or \"scaled\". Preliminary daily data is available - within approximately three days of collection. Once a calendar month of preliminary - daily data has been collected, it is scaled to match the corresponding monthly - value. Monthly data is available from 1895 to the present. Daily preliminary - and daily scaled data is available from 1951 to the present. \n\nThis Collection - contains **Monthly** data. See the journal publication [\"Improved Historical - Temperature and Precipitation Time Series for U.S. Climate Divisions\"](https://journals.ametsoc.org/view/journals/apme/53/5/jamc-d-13-0248.1.xml) - for more information about monthly gridded data.\n\nUsers of all NClimGrid - data product should be aware that [NOAA advertises](https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332) - that:\n>\"On an annual basis, approximately one year of ''final'' NClimGrid - data is submitted to replace the initially supplied ''preliminary'' data for - the same time period. Users should be sure to ascertain which level of data - is required for their research.\"\n\nThe source NetCDF files are delivered - to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\n\n*Note*: - The Planetary Computer currently has STAC metadata for just the monthly collection. - We''ll have STAC metadata for daily data in our next release. In the meantime, - you can access the daily NetCDF data directly from Blob Storage using the - storage container at `https://nclimgridwesteurope.blob.core.windows.net/nclimgrid`. - See https://planetarycomputer.microsoft.com/docs/concepts/data-catalog/#access-patterns - for more.*\n","item_assets":{"prcp":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Monthly Precipitation (mm)","raster:bands":[{"unit":"mm","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tavg":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly - Average Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tmax":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly - Maximmum Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]},"tmin":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Monthly - Minimum Temperature (degree Celsius)","raster:bands":[{"unit":"degree Celsius","nodata":"nan","data_type":"float32","spatial_resolution":5000}]}},"sci:citation":"Vose, - Russell S., Applequist, Scott, Squires, Mike, Durre, Imke, Menne, Matthew - J., Williams, Claude N. Jr., Fenimore, Chris, Gleason, Karin, and Arndt, Derek - (2014): NOAA Monthly U.S. Climate Gridded Dataset (NClimGrid), Version 1. - NOAA National Centers for Environmental Information. DOI:10.7289/V5SX6B56.","stac_version":"1.0.0","msft:group_id":"noaa-nclimgrid","msft:container":"nclimgrid-cogs","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json"],"sci:publications":[{"doi":"10.1175/JAMC-D-13-0248.1","citation":"Vose, - R. S., Applequist, S., Squires, M., Durre, I., Menne, M. J., Williams, C. - N., Jr., Fenimore, C., Gleason, K., & Arndt, D. (2014). Improved Historical - Temperature and Precipitation Time Series for U.S. Climate Divisions, Journal - of Applied Meteorology and Climatology, 53(5), 1232-1251."}],"msft:storage_account":"nclimgridwesteurope","msft:short_description":"Gridded - surface observations of monthly temperature and precipitation for the continental - United States","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2474' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:29 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181828Z-r159ff9f48b6rnlxhC1YTO0cpg000000046g000000002m9z - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl - response: - body: - string: '{"id":"usda-cdl","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usda-cdl"},{"rel":"about","href":"https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php","title":"Product - Landing Page"},{"rel":"license","href":"https://www.nass.usda.gov/Research_and_Science/Cropland/sarsfaqs2.php#Section3_5.0","title":"Redistribution - information"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usda-cdl","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USDA - Cropland Data Layers (CDLs)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usda-cdl-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USDA - Cropland Data Layer (CDL) thumbnail"}},"extent":{"spatial":{"bbox":[[-127.887212,22.94027,-65.345507,51.603492]]},"temporal":{"interval":[["2008-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"proprietary","keywords":["USDA","United - States","Land Cover","Land Use","Agriculture"],"providers":[{"url":"https://www.nass.usda.gov/","name":"United - States Department of Agriculture - National Agricultural Statistics Service","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"usda_cdl:type":["cropland","frequency","cultivated"]},"description":"The - Cropland Data Layer (CDL) is a product of the USDA National Agricultural Statistics - Service (NASS) with the mission \"to provide timely, accurate and useful statistics - in service to U.S. agriculture\" (Johnson and Mueller, 2010, p. 1204). The - CDL is a crop-specific land cover classification product of more than 100 - crop categories grown in the United States. CDLs are derived using a supervised - land cover classification of satellite imagery. The supervised classification - relies on first manually identifying pixels within certain images, often called - training sites, which represent the same crop or land cover type. Using these - training sites, a spectral signature is developed for each crop type that - is then used by the analysis software to identify all other pixels in the - satellite image representing the same crop. Using this method, a new CDL is - compiled annually and released to the public a few months after the end of - the growing season.\n\nThis collection includes Cropland, Confidence, Cultivated, - and Frequency products.\n\n- Cropland: Crop-specific land cover data created - annually. There are currently four individual crop frequency data layers that - represent four major crops: corn, cotton, soybeans, and wheat.\n- Confidence: - The predicted confidence associated with an output pixel. A value of zero - indicates low confidence, while a value of 100 indicates high confidence.\n- - Cultivated: cultivated and non-cultivated land cover for CONUS based on land - cover information derived from the 2017 through 2021 Cropland products.\n- - Frequency: crop specific planting frequency based on land cover information - derived from the 2008 through 2021 Cropland products.\n\nFor more, visit the - [Cropland Data Layer homepage](https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php).","item_assets":{"corn":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"wheat":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"cotton":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"cropland":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":1,"color_hint":"FFD200","description":"Corn"},{"value":2,"color_hint":"FF2525","description":"Cotton"},{"value":3,"color_hint":"00A8E3","description":"Rice"},{"value":4,"color_hint":"FF9E0A","description":"Sorghum"},{"value":5,"color_hint":"256F00","description":"Soybeans"},{"value":6,"color_hint":"FFFF00","description":"Sunflower"},{"value":10,"color_hint":"6FA400","description":"Peanuts"},{"value":11,"color_hint":"00AE4A","description":"Tobacco"},{"value":12,"color_hint":"DDA40A","description":"Sweet - Corn"},{"value":13,"color_hint":"DDA40A","description":"Pop or Orn Corn"},{"value":14,"color_hint":"7DD2FF","description":"Mint"},{"value":21,"color_hint":"E1007B","description":"Barley"},{"value":22,"color_hint":"886153","description":"Durum - Wheat"},{"value":23,"color_hint":"D7B56B","description":"Spring Wheat"},{"value":24,"color_hint":"A46F00","description":"Winter - Wheat"},{"value":25,"color_hint":"D59EBB","description":"Other Small Grains"},{"value":26,"color_hint":"6F6F00","description":"Winter - Wheat/Soybeans"},{"value":27,"color_hint":"AC007B","description":"Rye"},{"value":28,"color_hint":"9F5888","description":"Oats"},{"value":29,"color_hint":"6F0048","description":"Millet"},{"value":30,"color_hint":"D59EBB","description":"Speltz"},{"value":31,"color_hint":"D1FF00","description":"Canola"},{"value":32,"color_hint":"7D99FF","description":"Flaxseed"},{"value":33,"color_hint":"D5D500","description":"Safflower"},{"value":34,"color_hint":"D1FF00","description":"Rape - Seed"},{"value":35,"color_hint":"00AE4A","description":"Mustard"},{"value":36,"color_hint":"FFA4E1","description":"Alfalfa"},{"value":37,"color_hint":"A4F18B","description":"Other - Hay/Non Alfalfa"},{"value":38,"color_hint":"00AE4A","description":"Camelina"},{"value":39,"color_hint":"D59EBB","description":"Buckwheat"},{"value":41,"color_hint":"A800E3","description":"Sugarbeets"},{"value":42,"color_hint":"A40000","description":"Dry - Beans"},{"value":43,"color_hint":"6F2500","description":"Potatoes"},{"value":44,"color_hint":"00AE4A","description":"Other - Crops"},{"value":45,"color_hint":"B07DFF","description":"Sugarcane"},{"value":46,"color_hint":"6F2500","description":"Sweet - Potatoes"},{"value":47,"color_hint":"FF6666","description":"Misc. Vegs & Fruits"},{"value":48,"color_hint":"FF6666","description":"Watermelons"},{"value":49,"color_hint":"FFCC66","description":"Onions"},{"value":50,"color_hint":"FF6666","description":"Cucumbers"},{"value":51,"color_hint":"00AE4A","description":"Chick - Peas"},{"value":52,"color_hint":"00DDAE","description":"Lentils"},{"value":53,"color_hint":"53FF00","description":"Peas"},{"value":54,"color_hint":"F1A277","description":"Tomatoes"},{"value":55,"color_hint":"FF6666","description":"Caneberries"},{"value":56,"color_hint":"00AE4A","description":"Hops"},{"value":57,"color_hint":"7DD2FF","description":"Herbs"},{"value":58,"color_hint":"E8BEFF","description":"Clover/Wildflowers"},{"value":59,"color_hint":"AEFFDD","description":"Sod/Grass - Seed"},{"value":60,"color_hint":"00AE4A","description":"Switchgrass"},{"value":61,"color_hint":"BEBE77","description":"Fallow/Idle - Cropland"},{"value":63,"color_hint":"92CC92","description":"Forest"},{"value":64,"color_hint":"C5D59E","description":"Shrubland"},{"value":65,"color_hint":"CCBEA2","description":"Barren"},{"value":66,"color_hint":"FF00FF","description":"Cherries"},{"value":67,"color_hint":"FF8EAA","description":"Peaches"},{"value":68,"color_hint":"B9004F","description":"Apples"},{"value":69,"color_hint":"6F4488","description":"Grapes"},{"value":70,"color_hint":"007777","description":"Christmas - Trees"},{"value":71,"color_hint":"B09A6F","description":"Other Tree Crops"},{"value":72,"color_hint":"FFFF7D","description":"Citrus"},{"value":74,"color_hint":"B56F5B","description":"Pecans"},{"value":75,"color_hint":"00A482","description":"Almonds"},{"value":76,"color_hint":"E9D5AE","description":"Walnuts"},{"value":77,"color_hint":"B09A6F","description":"Pears"},{"value":81,"color_hint":"F1F1F1","description":"Clouds/No - Data"},{"value":82,"color_hint":"9A9A9A","description":"Developed"},{"value":83,"color_hint":"4A6fA2","description":"Water"},{"value":87,"color_hint":"7DB0B0","description":"Wetlands"},{"value":88,"color_hint":"E8FFBE","description":"Nonag/Undefined"},{"value":92,"color_hint":"00FFFF","description":"Aquaculture"},{"value":111,"color_hint":"4A6FA2","description":"Open - Water"},{"value":112,"color_hint":"D2E1F8","description":"Perennial Ice/Snow"},{"value":121,"color_hint":"9A9A9A","description":"Developed/Open - Space"},{"value":122,"color_hint":"9A9A9A","description":"Developed/Low Intensity"},{"value":123,"color_hint":"9A9A9A","description":"Developed/Med - Intensity"},{"value":124,"color_hint":"9A9A9A","description":"Developed/High - Intensity"},{"value":131,"color_hint":"CCBEA2","description":"Barren"},{"value":141,"color_hint":"92CC92","description":"Deciduous - Forest"},{"value":142,"color_hint":"92CC92","description":"Evergreen Forest"},{"value":143,"color_hint":"92CC92","description":"Mixed - Forest"},{"value":152,"color_hint":"C5D59E","description":"Shrubland"},{"value":176,"color_hint":"E8FFBE","description":"Grassland/Pasture"},{"value":190,"color_hint":"7DB0B0","description":"Woody - Wetlands"},{"value":195,"color_hint":"7DB0B0","description":"Herbaceous Wetlands"},{"value":204,"color_hint":"00FF8B","description":"Pistachios"},{"value":205,"color_hint":"D59EBB","description":"Triticale"},{"value":206,"color_hint":"FF6666","description":"Carrots"},{"value":207,"color_hint":"FF6666","description":"Asparagus"},{"value":208,"color_hint":"FF6666","description":"Garlic"},{"value":209,"color_hint":"FF6666","description":"Cantaloupes"},{"value":210,"color_hint":"FF8EAA","description":"Prunes"},{"value":211,"color_hint":"334833","description":"Olives"},{"value":212,"color_hint":"E36F25","description":"Oranges"},{"value":213,"color_hint":"FF6666","description":"Honeydew - Melons"},{"value":214,"color_hint":"FF6666","description":"Broccoli"},{"value":215,"color_hint":"66994B","description":"Avocados"},{"value":216,"color_hint":"FF6666","description":"Peppers"},{"value":217,"color_hint":"B09A6F","description":"Pomegranates"},{"value":218,"color_hint":"FF8EAA","description":"Nectarines"},{"value":219,"color_hint":"FF6666","description":"Greens"},{"value":220,"color_hint":"FF8EAA","description":"Plums"},{"value":221,"color_hint":"FF6666","description":"Strawberreis"},{"value":222,"color_hint":"FF6666","description":"Squash"},{"value":223,"color_hint":"FF8EAA","description":"Apricots"},{"value":224,"color_hint":"00AE4A","description":"Vetch"},{"value":225,"color_hint":"FFD200","description":"Winter - Wheat/Corn"},{"value":226,"color_hint":"FFD200","description":"Oats/Corn"},{"value":227,"color_hint":"FF6666","description":"Lettuce"},{"value":228,"color_hint":"FF6666","description":"Triticale/Corn"},{"value":229,"color_hint":"FF6666","description":"Pumpkins"},{"value":230,"color_hint":"886153","description":"Lettuce/Durum - Wheat"},{"value":231,"color_hint":"FF6666","description":"Lettuce/Cataloupe"},{"value":232,"color_hint":"FF2525","description":"Lettuce/Cotton"},{"value":233,"color_hint":"A1007B","description":"Lettuce/Barley"},{"value":234,"color_hint":"FF9E0A","description":"Durum - Wheat/Sorghum"},{"value":235,"color_hint":"FF9E0A","description":"Barley/Sorghum"},{"value":236,"color_hint":"A46F00","description":"Winter - Wheat/Sorghum"},{"value":237,"color_hint":"FFD200","description":"Barley/Corn"},{"value":238,"color_hint":"A46F00","description":"Winter - Wheat/Cotton"},{"value":239,"color_hint":"256F00","description":"Soybeans/Cotton"},{"value":240,"color_hint":"256F00","description":"Soybeans/Oats - "},{"value":241,"color_hint":"FFD200","description":"Corn/Soybeans"},{"value":242,"color_hint":"000099","description":"Blueberries"},{"value":243,"color_hint":"FF6666","description":"Cabbage"},{"value":244,"color_hint":"FF6666","description":"Cauliflower"},{"value":245,"color_hint":"FF6666","description":"Celery"},{"value":246,"color_hint":"FF6666","description":"Radishes"},{"value":247,"color_hint":"FF6666","description":"Turnips"},{"value":248,"color_hint":"FF6666","description":"Eggplants"},{"value":249,"color_hint":"FF6666","description":"Gourds"},{"value":250,"color_hint":"FF6666","description":"Cranberries"},{"value":254,"color_hint":"256F00","description":"Barley/Soybeans"}]},"soybeans":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":255,"data_type":"uint8","spatial_resolution":30}]},"confidence":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}]},"cultivated":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"raster:bands":[{"nodata":0,"data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"value":1,"color_hint":"000000","description":"Non-Cultivated"},{"value":2,"color_hint":"006300","description":"Cultivated"}]}},"stac_version":"1.0.0","msft:container":"usda-cdl","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"The - UDA Cropland Data Layer is an annual raster, geo-referenced, crop-specific - land cover data layer produced using satellite imagery and extensive agricultural - ground truth collected during the current growing season.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3544' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:29 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181829Z-r159ff9f48b2q84rhC1YTOsqp00000000ce000000000h6cc - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse - response: - body: - string: "{\"id\":\"eclipse\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/eclipse\"},{\"rel\":\"license\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Microsoft%20Project%20Eclipse%20API%20Terms%20of%20Use_Mar%202022.pdf\",\"type\":\"application/pdf\",\"title\":\"Terms - of use\"},{\"rel\":\"cite-as\",\"href\":\"https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf\",\"type\":\"application/pdf\",\"title\":\"Eclipse: - An End-to-End Platform for Low-Cost, Hyperlocal Environment Sensing in Cities\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/eclipse\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Urban - Innovation Eclipse Sensor Data\",\"assets\":{\"data\":{\"href\":\"abfs://eclipse/Chicago/\",\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Full - dataset\",\"description\":\"Full parquet dataset\",\"table:storage_options\":{\"account_name\":\"ai4edataeuwest\"}},\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/eclipse-thumbnail.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Urban - Innovation Chicago Sensors\"},\"geoparquet-items\":{\"href\":\"abfs://items/eclipse.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-87.94011408252348,41.64454312178303,-87.5241371038952,42.023038586147585]]},\"temporal\":{\"interval\":[[\"2021-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"keywords\":[\"Eclipse\",\"PM25\",\"air - pollution\"],\"providers\":[{\"url\":\"https://www.microsoft.com/en-us/research/urban-innovation-research/\",\"name\":\"Urban - Innovation\",\"roles\":[\"producer\",\"licensor\",\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"description\":\"The - [Project Eclipse](https://www.microsoft.com/en-us/research/project/project-eclipse/) - Network is a low-cost air quality sensing network for cities and a research - project led by the [Urban Innovation Group]( https://www.microsoft.com/en-us/research/urban-innovation-research/) - at Microsoft Research.\\n\\nProject Eclipse currently includes over 100 locations - in Chicago, Illinois, USA.\\n\\nThis network was deployed starting in July, - 2021, through a collaboration with the City of Chicago, the Array of Things - Project, JCDecaux Chicago, and the Environmental Law and Policy Center as - well as local environmental justice organizations in the city. [This talk]( - https://www.microsoft.com/en-us/research/video/technology-demo-project-eclipse-hyperlocal-air-quality-monitoring-for-cities/) - documents the network design and data calibration strategy.\\n\\n## Storage - resources\\n\\nData are stored in [Parquet](https://parquet.apache.org/) files - in Azure Blob Storage in the West Europe Azure region, in the following blob - container:\\n\\n`https://ai4edataeuwest.blob.core.windows.net/eclipse`\\n\\nWithin - that container, the periodic occurrence snapshots are stored in `Chicago/YYYY-MM-DD`, - where `YYYY-MM-DD` corresponds to the date of the snapshot.\\nEach snapshot - contains a sensor readings from the next 7-days in Parquet format starting - with date on the folder name YYYY-MM-DD.\\nTherefore, the data files for the - first snapshot are at\\n\\n`https://ai4edataeuwest.blob.core.windows.net/eclipse/chicago/2022-01-01/data_*.parquet\\n\\nThe - Parquet file schema is as described below. \\n\\n## Additional Documentation\\n\\nFor - details on Calibration of Pm2.5, O3 and NO2, please see [this PDF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Calibration_Doc_v1.1.pdf).\\n\\n## - License and attribution\\nPlease cite: Daepp, Cabral, Ranganathan et al. (2022) - [Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing - in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy.](https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf)\\n\\n## - Contact\\n\\nFor questions about this dataset, contact [`msrurbanops@microsoft.com`](mailto:msrurbanops@microsoft.com?subject=eclipse%20question) - \\n\\n\\n## Learn more\\n\\nThe [Eclipse Project](https://www.microsoft.com/en-us/research/urban-innovation-research/) - contains an overview of the Project Eclipse at Microsoft Research.\\n\\n\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Weekly - dataset\",\"table:storage_options\":{\"account_name\":\"ai4edataeuwest\"}}},\"sci:citation\":\"Daepp, - Cabral, Ranganathan et al. (2022) Eclipse: An End-to-End Platform for Low-Cost, - Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing - in Sensor Networks. Milan, Italy. Eclipse: An End-to-End Platform for Low-Cost, - Hyperlocal Environmental Sensing in Cities\",\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"City\",\"type\":\"byte_array\",\"description\":\"City - where the Microsoft Eclipse device is deployed\"},{\"name\":\"DeviceId\",\"type\":\"int32\",\"description\":\"Id - for a given device\"},{\"name\":\"LocationName\",\"type\":\"byte_array\",\"description\":\"Unique - string describing the device location\"},{\"name\":\"Latitude\",\"type\":\"double\",\"description\":\"Latitude - of the device location\"},{\"name\":\"Longitude\",\"type\":\"double\",\"description\":\"Longitude - of the device location\"},{\"name\":\"ReadingDateTimeUTC\",\"type\":\"int96\",\"description\":\"The - UTC date time string (like 2022-03-04 20:27:25.000) when the reading from - the Eclipse sensor was recorded\"},{\"name\":\"PM25\",\"type\":\"double\",\"description\":\"Uncalibrated - Fine particulate matter (PM 2.5) in \xB5g/m\xB3\"},{\"name\":\"CalibratedPM25\",\"type\":\"double\",\"description\":\"Calibrated - PM 2.5 in \xB5g/m\xB3\"},{\"name\":\"CalibratedO3\",\"type\":\"double\",\"description\":\"Calibrated - Ozone in PPB\"},{\"name\":\"CalibratedNO2\",\"type\":\"double\",\"description\":\"Calibrated - Nitrogen Dioxide in PPB\"},{\"name\":\"CO\",\"type\":\"double\",\"description\":\"Uncalibrated - Carbon monoxide (CO) in PPM\"},{\"name\":\"Temperature\",\"type\":\"double\",\"description\":\"Degree - Celsius\"},{\"name\":\"Humidity\",\"type\":\"double\",\"description\":\"Relative - humidity\"},{\"name\":\"BatteryLevel\",\"type\":\"double\",\"description\":\"Device - battery level in Volts\"},{\"name\":\"PercentBattery\",\"type\":\"double\",\"description\":\"Percent - of device battery\"},{\"name\":\"CellSignal\",\"type\":\"double\",\"description\":\"Cellular - signal strength in dB\"}],\"msft:container\":\"eclipse\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"ai4edataeuwest\",\"msft:short_description\":\"A - network of low-cost air quality sensing network for cities and led by the - Urban Innovation Group at Microsoft Research\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2506' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:30 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181829Z-r159ff9f48b4kcg2hC1YTOvpb40000000cp000000000gz6b - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc - response: - body: - string: '{"id":"esa-cci-lc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/satellite-land-cover.pdf","type":"text/html","title":"ESA - CCI license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf","type":"text/html","title":"COPERNICUS - license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/vito-proba-v.pdf","type":"text/html","title":"VITO - License"},{"rel":"about","href":"https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover","type":"text/html","title":"Product - Landing Page"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D5.3.1_PUGS_ICDR_LC_v2.1.x_PRODUCTS_v1.1.pdf","type":"application/pdf","title":"Product - user guide for version 2.1"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D3.3.11-v1.0_PUGS_CDR_LC-CCI_v2.0.7cds_Products_v1.0.1_APPROVED_Ver1.pdf","type":"application/pdf","title":"Product - user guide for version 2.0"},{"rel":"cite-as","href":"https://doi.org/10.24381/cds.006f2c9a"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-cci-lc","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ESA - Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA - CCI Land Cover COGs Thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-cci-lc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1992-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","sci:doi":"10.24381/cds.006f2c9a","keywords":["Land - Cover","ESA","CCI","Global"],"providers":[{"url":"https://vito.be","name":"VITO","roles":["licensor"],"description":"Provides - the PROBA-V source data (for v2.0)."},{"url":"https://uclouvain.be","name":"UCLouvain","roles":["producer"],"description":"UCLouvain - produces the dataset (v2.1) for the ESA Climate Change Initiative."},{"url":"https://brockmann-consult.de","name":"Brockmann - Consult","roles":["processor"],"description":"Brockmann Consult is responsible - for the required pre-processing and the distribution of the dataset (v2.1)."},{"url":"http://esa-landcover-cci.org","name":"ESA - Climate Change Initiative","roles":["licensor"],"description":"The ESA Climate - Change Initiative (CCI) is leading the product creation."},{"url":"https://copernicus.eu","name":"Copernicus","roles":["licensor"],"description":"Hosts - the data on the Copernicus Climate Data Store (CDS)."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"esa_cci_lc:version":["2.0.7cds","2.1.1"]},"description":"The - ESA Climate Change Initiative (CCI) [Land Cover dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview) - provides consistent global annual land cover maps at 300m spatial resolution - from 1992 to 2020. The land cover classes are defined using the United Nations - Food and Agriculture Organization''s (UN FAO) [Land Cover Classification System](https://www.fao.org/land-water/land/land-governance/land-resources-planning-toolbox/category/details/en/c/1036361/) - (LCCS). In addition to the land cover maps, four quality flags are produced - to document the reliability of the classification and change detection. \n\nThe - data in this Collection have been converted from the [original NetCDF data](https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf) - to a set of tiled [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) (COGs).\n","item_assets":{"lccs_class":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land - Cover Class Defined in the Land Cover Classification System","description":"Land - cover class per pixel, defined using the Land Cover Classification System - developed by the United Nations Food and Agriculture Organization.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"no-data","value":0,"no_data":true,"color_hint":"000000","description":"No - data"},{"name":"cropland-1","value":10,"color_hint":"FFFF64","description":"Cropland, - rainfed"},{"name":"cropland-1a","value":11,"regional":true,"color_hint":"FFFF64","description":"Cropland, - rainfed, herbaceous cover"},{"name":"cropland-1b","value":12,"regional":true,"color_hint":"FFFF00","description":"Cropland, - rainfed, tree, or shrub cover"},{"name":"cropland-2","value":20,"color_hint":"AAF0F0","description":"Cropland, - irrigated or post-flooding"},{"name":"cropland-3","value":30,"color_hint":"DCF064","description":"Mosaic - cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%)"},{"name":"natural-veg","value":40,"color_hint":"C8C864","description":"Mosaic - natural vegetation (tree, shrub, herbaceous cover) (>50%) / cropland (<50%)"},{"name":"tree-1","value":50,"color_hint":"006400","description":"Tree - cover, broadleaved, evergreen, closed to open (>15%)"},{"name":"tree-2","value":60,"color_hint":"00A000","description":"Tree - cover, broadleaved, deciduous, closed to open (>15%)"},{"name":"tree-2a","value":61,"regional":true,"color_hint":"00A000","description":"Tree - cover, broadleaved, deciduous, closed (>40%)"},{"name":"tree-2b","value":62,"regional":true,"color_hint":"AAC800","description":"Tree - cover, broadleaved, deciduous, open (15-40%)"},{"name":"tree-3","value":70,"color_hint":"003C00","description":"Tree - cover, needleleaved, evergreen, closed to open (>15%)"},{"name":"tree-3a","value":71,"regional":true,"color_hint":"003C00","description":"Tree - cover, needleleaved, evergreen, closed (>40%)"},{"name":"tree-3b","value":72,"regional":true,"color_hint":"005000","description":"Tree - cover, needleleaved, evergreen, open (15-40%)"},{"name":"tree-4","value":80,"color_hint":"285000","description":"Tree - cover, needleleaved, deciduous, closed to open (>15%)"},{"name":"tree-4a","value":81,"regional":true,"color_hint":"285000","description":"Tree - cover, needleleaved, deciduous, closed (>40%)"},{"name":"tree-4b","value":82,"regional":true,"color_hint":"286400","description":"Tree - cover, needleleaved, deciduous, open (15-40%)"},{"name":"tree-5","value":90,"color_hint":"788200","description":"Tree - cover, mixed leaf type (broadleaved and needleleaved)"},{"name":"tree-shrub","value":100,"color_hint":"8CA000","description":"Mosaic - tree and shrub (>50%) / herbaceous cover (<50%)"},{"name":"herbaceous","value":110,"color_hint":"BE9600","description":"Mosaic - herbaceous cover (>50%) / tree and shrub (<50%)"},{"name":"shrubland","value":120,"color_hint":"966400","description":"Shrubland"},{"name":"shrubland-a","value":121,"regional":true,"color_hint":"966400","description":"Evergreen - shrubland"},{"name":"shrubland-b","value":122,"regional":true,"color_hint":"966400","description":"Deciduous - shrubland"},{"name":"grassland","value":130,"color_hint":"FFB432","description":"Grassland"},{"name":"lichens-moses","value":140,"color_hint":"FFDCD2","description":"Lichens - and mosses"},{"name":"sparse-veg","value":150,"color_hint":"FFEBAF","description":"Sparse - vegetation (tree, shrub, herbaceous cover) (<15%)"},{"name":"sparse-veg-a","value":151,"regional":true,"color_hint":"FFC864","description":"Sparse - tree (<15%)"},{"name":"sparse-veg-b","value":152,"regional":true,"color_hint":"FFD278","description":"Sparse - shrub (<15%)"},{"name":"sparse-veg-c","value":153,"regional":true,"color_hint":"FFEBAF","description":"Sparse - herbaceous cover (<15%)"},{"name":"flooded-tree-1","value":160,"color_hint":"00785A","description":"Tree - cover, flooded, fresh or brackish water"},{"name":"flooded-tree-2","value":170,"color_hint":"009678","description":"Tree - cover, flooded, saline water"},{"name":"flooded-shrub-herbaceous","value":180,"color_hint":"00DC82","description":"Shrub - or herbaceous cover, flooded, fresh/saline/brackish water"},{"name":"urban","value":190,"color_hint":"C31400","description":"Urban - areas"},{"name":"bare","value":200,"color_hint":"FFF5D7","description":"Bare - areas"},{"name":"bare-a","value":201,"regional":true,"color_hint":"DCDCDC","description":"Consolidated - bare areas"},{"name":"bare-b","value":202,"regional":true,"color_hint":"FFF5D7","description":"Unconsolidated - bare areas"},{"name":"water","value":210,"color_hint":"0046C8","description":"Water - bodies"},{"name":"snow-ice","value":220,"color_hint":"FFFFFF","description":"Permanent - snow and ice"}]},"change_count":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["quality"],"title":"Number of Class Changes","description":"Number - of years where land cover class changes have occurred, since 1992. 0 for stable, - greater than 0 for changes.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":300}]},"processed_flag":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land - Cover Map Processed Area Flag","description":"Flag to mark areas that could - not be classified.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"not_processed","value":0,"description":"Not - processed"},{"name":"processed","value":1,"description":"Processed"}]},"observation_count":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Number - of Valid Observations","description":"Number of valid satellite observations - that have contributed to each pixel''s classification.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":300}]},"current_pixel_state":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land - Cover Pixel Type Mask","description":"Pixel identification from satellite - surface reflectance observations, mainly distinguishing between land, water, - and snow/ice.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"land","value":1,"description":"Clear - land"},{"name":"water","value":2,"description":"Clear water"},{"name":"snow","value":3,"description":"Clear - snow / ice"},{"name":"cloud","value":4,"description":"Cloud"},{"name":"cloud_shadow","value":5,"description":"Cloud - shadow"},{"name":"filled","value":6,"description":"Filled"}]}},"stac_version":"1.0.0","msft:group_id":"esa-cci-lc","msft:container":"esa-cci-lc","stac_extensions":["https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Tiled - ESA CCI global land cover maps in COG format","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3260' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:31 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181830Z-r159ff9f48bcg9vwhC1YTO7k3w0000000d0g00000000cun8 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf - response: - body: - string: '{"id":"esa-cci-lc-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc-netcdf"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/satellite-land-cover.pdf","type":"text/html","title":"ESA - CCI license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf","type":"text/html","title":"COPERNICUS - license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/vito-proba-v.pdf","type":"text/html","title":"VITO - License"},{"rel":"about","href":"https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover","type":"text/html","title":"Product - Landing Page"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D5.3.1_PUGS_ICDR_LC_v2.1.x_PRODUCTS_v1.1.pdf","type":"application/pdf","title":"Product - user guide for version 2.1"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D3.3.11-v1.0_PUGS_CDR_LC-CCI_v2.0.7cds_Products_v1.0.1_APPROVED_Ver1.pdf","type":"application/pdf","title":"Product - user guide for version 2.0"},{"rel":"cite-as","href":"https://doi.org/10.24381/cds.006f2c9a"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ESA - Climate Change Initiative Land Cover Maps (NetCDF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-netcdf-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA - CCI Land Cover NetCDF Thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-cci-lc-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1992-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","sci:doi":"10.24381/cds.006f2c9a","keywords":["Land - Cover","ESA","CCI","Global"],"providers":[{"url":"https://vito.be","name":"VITO","roles":["licensor"],"description":"Provides - the PROBA-V source data (for v2.0)."},{"url":"https://uclouvain.be","name":"UCLouvain","roles":["producer"],"description":"UCLouvain - produces the dataset (v2.1) for the ESA Climate Change Initiative."},{"url":"https://brockmann-consult.de","name":"Brockmann - Consult","roles":["processor"],"description":"Brockmann Consult is responsible - for the required pre-processing and the distribution of the dataset (v2.1)."},{"url":"http://esa-landcover-cci.org","name":"ESA - Climate Change Initiative","roles":["licensor"],"description":"The ESA Climate - Change Initiative (CCI) is leading the product creation."},{"url":"https://copernicus.eu","name":"Copernicus","roles":["licensor"],"description":"Hosts - the data on the Copernicus Climate Data Store (CDS)."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"esa_cci_lc:version":["2.0.7cds","2.1.1"]},"description":"The - ESA Climate Change Initiative (CCI) [Land Cover dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview) - provides consistent global annual land cover maps at 300m spatial resolution - from 1992 to 2020. The land cover classes are defined using the United Nations - Food and Agriculture Organization''s (UN FAO) [Land Cover Classification System](https://www.fao.org/land-water/land/land-governance/land-resources-planning-toolbox/category/details/en/c/1036361/) - (LCCS). In addition to the land cover maps, four quality flags are produced - to document the reliability of the classification and change detection. \n\nThe - data in this Collection are the original NetCDF files accessed from the [Copernicus - Climate Data Store](https://cds.climate.copernicus.eu/#!/home). We recommend - users use the [`esa-cci-lc` Collection](planetarycomputer.microsoft.com/dataset/esa-cci-lc), - which provides the data as Cloud Optimized GeoTIFFs.","item_assets":{"netcdf":{"type":"application/netcdf","roles":["data","quality"],"title":"ESA - CCI Land Cover NetCDF 4 File"}},"stac_version":"1.0.0","msft:group_id":"esa-cci-lc","msft:container":"esa-cci-lc","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"ESA - CCI global land cover maps in NetCDF format","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1839' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:31 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181831Z-r159ff9f48blls8khC1YTOsztn0000000cng0000000023u0 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi - response: - body: - string: '{"id":"fws-nwi","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/fws-nwi"},{"rel":"describedby","href":"https://www.fws.gov/wetlands/Data/metadata/FWS_Wetlands.xml","type":"application/xml","title":"Wetlands - metadata"},{"rel":"about","href":"https://www.fws.gov/sites/default/files/documents/national-wetlands-inventory-fact-sheet.pdf","type":"application/pdf","title":"Project - Fact Sheet"},{"rel":"about","href":"https://www.fws.gov/program/national-wetlands-inventory","type":"text/html","title":"Project - Landing Page"},{"rel":"license","href":"http://www.usa.gov/publicdomain/label/1.0/","type":"text/html","title":"US - Public Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/fws-nwi","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"FWS - National Wetlands Inventory","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fws-nwi-thumb.png","type":"image/png","roles":["thumbnail"],"title":"FWS - National Wetlands Inventory thumbnail"}},"extent":{"spatial":{"bbox":[[-64.54958,13.16667,144.6,71.99633],[144.6,13.16667,180.0,71.99633],[-180.0,13.16667,-64.54958,71.99633]]},"temporal":{"interval":[["2022-10-01T00:00:00Z","2022-10-01T00:00:00Z"]]}},"license":"proprietary","keywords":["USFWS","Wetlands","United - States"],"providers":[{"url":"https://www.fws.gov","name":"U.S. Fish and Wildlife - Service","email":"wetlands_team@fws.gov","roles":["producer","licensor"],"description":"The - U.S. Fish and Wildlife Service is the principal federal agency tasked with - providing information to the public on the extent and status of the nation''s - wetland and deepwater habitats, as well as changes to these habitats over - time."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"fws_nwi:state":["Alabama","Alaska","Arizona","Arkansas","California","Colorado","Connecticut","Delaware","District - of Columbia","Florida","Georgia","Hawaii","Idaho","Illinois","Indiana","Iowa","Kansas","Kentucky","Louisiana","Maine","Maryland","Massachusetts","Michigan","Minnesota","Mississippi","Missouri","Montana","Nebraska","Nevada","New - Hampshire","New Jersey","New Mexico","New York","North Carolina","North Dakota","Ohio","Oklahoma","Oregon","Pacific - Trust Islands","Pennsylvania","Puerto Rico and Virgin Islands","Rhode Island","South - Carolina","South Dakota","Tennessee","Texas","Utah","Vermont","Virginia","Washington","West - Virginia","Wisconsin","Wyoming"],"fws_nwi:content":["riparian","historic_wetlands","wetlands"],"fws_nwi:state_code":["AL","AK","AZ","AR","CA","CO","CT","DE","DC","FL","GA","HI","ID","IL","IN","IA","KS","KY","LA","ME","MD","MA","MI","MN","MS","MO","MT","NE","NV","NH","NJ","NM","NY","NC","ND","OH","OK","OR","PacTrust","PA","PRVI","RI","SC","SD","TN","TX","UT","VT","VA","WA","WV","WI","WY"]},"description":"The - Wetlands Data Layer is the product of over 45 years of work by the National - Wetlands Inventory (NWI) and its collaborators and currently contains more - than 35 million wetland and deepwater features. This dataset, covering the - conterminous United States, Hawaii, Puerto Rico, the Virgin Islands, Guam, - the major Northern Mariana Islands and Alaska, continues to grow at a rate - of 50 to 100 million acres annually as data are updated.\n\n**NOTE:** Due - to the variation in use and analysis of this data by the end user, each state''s - wetlands data extends beyond the state boundary. Each state includes wetlands - data that intersect the 1:24,000 quadrangles that contain part of that state - (1:2,000,000 source data). This allows the user to clip the data to their - specific analysis datasets. Beware that two adjacent states will contain some - of the same data along their borders.\n\nFor more information, visit the National - Wetlands Inventory [homepage](https://www.fws.gov/program/national-wetlands-inventory).\n\n## - STAC Metadata\n\nIn addition to the `zip` asset in every STAC item, each item - has its own assets unique to its wetlands. In general, each item will have - several assets, each linking to a [geoparquet](https://github.com/opengeospatial/geoparquet) - asset with data for the entire region or a sub-region within that state. Use - the `cloud-optimized` [role](https://github.com/radiantearth/stac-spec/blob/master/item-spec/item-spec.md#asset-roles) - to select just the geoparquet assets. See the Example Notebook for more.","item_assets":{"zip":{"type":"application/zip","roles":["data","archive","source"]}},"stac_version":"1.0.0","msft:container":"fws-nwi","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Vector - dataset containing wetlands boundaries and identification across the United - States.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2283' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:32 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181831Z-r159ff9f48b2q84rhC1YTOsqp00000000cm0000000005v13 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13 - response: - body: - string: '{"id":"usgs-lcmap-conus-v13","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-conus-v13"},{"rel":"about","href":"https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products","type":"text/html","title":"LCMAP - CONUS Science Products"},{"rel":"license","href":"https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products","type":"text/html","title":"Proprietary, - Unrestricted"},{"rel":"source","href":"https://www.usgs.gov/special-topics/lcmap/lcmap-data-access","type":"text/html","title":"USGS - Data Access Options"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2019.111356"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2014.01.011"},{"rel":"cite-as","href":"https://doi.org/10.5066/P9C46NG0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-conus-v13","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - LCMAP CONUS Collection 1.3","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-conus-v13-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USGS - LCMAP CONUS 1.3 Thumbnail"},"geoparquet-items":{"href":"abfs://items/usgs-lcmap-conus-v13.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-129.27732,21.805095,-63.11843,52.92172]]},"temporal":{"interval":[["1985-01-01T00:00:00Z","2021-12-31T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.5066/P9C46NG0","keywords":["USGS","LCMAP","Land - Cover","Land Cover Change","CONUS"],"providers":[{"url":"https://www.usgs.gov/special-topics/lcmap","name":"United - States Geological Survey","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"usgs_lcmap:vertical_tile":{"maximum":20,"minimum":0},"usgs_lcmap:horizontal_tile":{"maximum":32,"minimum":1}},"description":"The - [Land Change Monitoring, Assessment, and Projection](https://www.usgs.gov/special-topics/lcmap) - (LCMAP) product provides land cover mapping and change monitoring from the - U.S. Geological Survey''s [Earth Resources Observation and Science](https://www.usgs.gov/centers/eros) - (EROS) Center. LCMAP''s Science Products are developed by applying time-series - modeling on a per-pixel basis to [Landsat Analysis Ready Data](https://www.usgs.gov/landsat-missions/landsat-us-analysis-ready-data) - (ARD) using an implementation of the [Continuous Change Detection and Classification](https://doi.org/10.1016/j.rse.2014.01.011) - (CCDC) algorithm. All available clear (non-cloudy) U.S. Landsat ARD observations - are fit to a harmonic model to predict future Landsat-like surface reflectance. - Where Landsat surface reflectance observations differ significantly from those - predictions, a change is identified. Attributes of the resulting model sequences - (e.g., start/end dates, residuals, model coefficients) are then used to produce - a set of land surface change products and as inputs to the subsequent classification - to thematic land cover. \n\nThis [STAC](https://stacspec.org/en) Collection - contains [LCMAP CONUS Collection 1.3](https://www.usgs.gov/special-topics/lcmap/collection-13-conus-science-products), - which was released in August 2022 for years 1985-2021. The data are tiled - according to the Landsat ARD tile grid and consist of [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) - (COGs) and corresponding metadata files. Note that the provided COGs differ - slightly from those in the USGS source data. They have been reprocessed to - add overviews, \"nodata\" values where appropriate, and an updated projection - definition.\n","item_assets":{"dates":{"type":"text/plain","roles":["metadata"],"title":"Landsat - Observation Dates","description":"Landsat observation dates used as input - to the CCDC algorithm."},"lcpri":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Primary Land Cover","description":"Land - cover classification consisting of eight general land cover types. The most - likely land cover according to the modeling process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"lcsec":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary - Land Cover","description":"Land cover classification consisting of eight general - land cover types. The second most likely land cover according to the modeling - process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"scmag":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Change - Magnitude","description":"The spectral strength or intensity of a time series - model ''break'' when spectral observations have diverged from the model predictions.","raster:bands":[{"sampling":"area","data_type":"float32","spatial_resolution":30}]},"scmqa":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Model - Quality","description":"Information regarding the type of time series model - applied to the current product year.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"no_model","value":0,"description":"No - model established for July 1st of current year."},{"name":"simple_model","value":4,"description":"A - partial, 4-coefficient harmonic model."},{"name":"advanced_model","value":6,"description":"A - partial, 6-coefficient harmonic model."},{"name":"full_model","value":8,"description":"A - full, 8-coefficient harmonic model."},{"name":"start_fit","value":14,"description":"A - simple model at the beginning of a time series where sparse and/or highly - variable spectral measurements prevent establishment of a harmonic model."},{"name":"end_fit","value":24,"description":"A - simple model at the end of a time series where there are insufficient observations - and/or time to establish a new harmonic model following a model break."},{"name":"insufficient_clear","value":44,"description":"A - simple model for the entire time series in cases where fewer than 25% of input - observations are labeled as ''Clear'' or ''Water'' by the U.S. Landsat ARD - per-pixel quality band (PIXELQA)."},{"name":"persistent_snow","value":54,"description":"A - simple model for the entire time series in cases where 75% or more of input - observations are labeled as ''Snow'' by the U.S. Landsat ARD per-pixel quality - band (PIXELQA)."}]},"browse":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"USGS - Browse Image","description":"Image generated by USGS for viewing LCMAP classification - data in web applications.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcachg":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Annual - Land Cover Change","description":"Synthesis of Primary Land Cover of current - and previous year identifying changes in land cover class.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"},{"name":"1_to_2","value":12,"color_hint":"ab00d6","description":"Cover - change from Developed to Cropland"},{"name":"1_to_3","value":13,"color_hint":"ab00d6","description":"Cover - change from Developed to Grass/Shrub"},{"name":"1_to_4","value":14,"color_hint":"ab00d6","description":"Cover - change from Developed to Tree Cover"},{"name":"1_to_5","value":15,"color_hint":"ab00d6","description":"Cover - change from Developed to Water"},{"name":"1_to_6","value":16,"color_hint":"ab00d6","description":"Cover - change from Developed to Wetlands"},{"name":"1_to_7","value":17,"color_hint":"ab00d6","description":"Cover - change from Developed to Snow/Ice"},{"name":"1_to_8","value":18,"color_hint":"ab00d6","description":"Cover - change from Developed to Barren"},{"name":"2_to_1","value":21,"color_hint":"ab00d6","description":"Cover - change from Cropland to Developed"},{"name":"2_to_3","value":23,"color_hint":"ab00d6","description":"Cover - change from Cropland to Grass/Shrub"},{"name":"2_to_4","value":24,"color_hint":"ab00d6","description":"Cover - change from Cropland to Tree Cover"},{"name":"2_to_5","value":25,"color_hint":"ab00d6","description":"Cover - change from Cropland to Water"},{"name":"2_to_6","value":26,"color_hint":"ab00d6","description":"Cover - change from Cropland to Wetlands"},{"name":"2_to_7","value":27,"color_hint":"ab00d6","description":"Cover - change from Cropland to Snow/Ice"},{"name":"2_to_8","value":28,"color_hint":"ab00d6","description":"Cover - change from Cropland to Barren"},{"name":"3_to_1","value":31,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Developed"},{"name":"3_to_2","value":32,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Cropland"},{"name":"3_to_4","value":34,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Tree Cover"},{"name":"3_to_5","value":35,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Water"},{"name":"3_to_6","value":36,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Wetlands"},{"name":"3_to_7","value":37,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Snow/Ice"},{"name":"3_to_8","value":38,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Barren"},{"name":"4_to_1","value":41,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Developed"},{"name":"4_to_2","value":42,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Cropland"},{"name":"4_to_3","value":43,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Grass/Shrub"},{"name":"4_to_5","value":45,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Water"},{"name":"4_to_6","value":46,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Wetlands"},{"name":"4_to_7","value":47,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Snow/Ice"},{"name":"4_to_8","value":48,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Barren"},{"name":"5_to_1","value":51,"color_hint":"ab00d6","description":"Cover - change from Water to Developed"},{"name":"5_to_2","value":52,"color_hint":"ab00d6","description":"Cover - change from Water to Cropland"},{"name":"5_to_3","value":53,"color_hint":"ab00d6","description":"Cover - change from Water to Grass/Shrub"},{"name":"5_to_4","value":54,"color_hint":"ab00d6","description":"Cover - change from Water to Tree Cover"},{"name":"5_to_6","value":56,"color_hint":"ab00d6","description":"Cover - change from Water to Wetlands"},{"name":"5_to_7","value":57,"color_hint":"ab00d6","description":"Cover - change from Water to Snow/Ice"},{"name":"5_to_8","value":58,"color_hint":"ab00d6","description":"Cover - change from Water to Barren"},{"name":"6_to_1","value":61,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Developed"},{"name":"6_to_2","value":62,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Cropland"},{"name":"6_to_3","value":63,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Grass/Shrub"},{"name":"6_to_4","value":64,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Tree Cover"},{"name":"6_to_5","value":65,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Water"},{"name":"6_to_7","value":67,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Snow/Ice"},{"name":"6_to_8","value":68,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Barren"},{"name":"7_to_1","value":71,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Developed"},{"name":"7_to_2","value":72,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Cropland"},{"name":"7_to_3","value":73,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Grass/Shrub"},{"name":"7_to_4","value":74,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Tree Cover"},{"name":"7_to_5","value":75,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Water"},{"name":"7_to_6","value":76,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Wetlands"},{"name":"7_to_8","value":78,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Barren"},{"name":"8_to_1","value":81,"color_hint":"ab00d6","description":"Cover - change from Barren to Developed"},{"name":"8_to_2","value":82,"color_hint":"ab00d6","description":"Cover - change from Barren to Cropland"},{"name":"8_to_3","value":83,"color_hint":"ab00d6","description":"Cover - change from Barren to Grass/Shrub"},{"name":"8_to_4","value":84,"color_hint":"ab00d6","description":"Cover - change from Barren to Tree Cover"},{"name":"8_to_5","value":85,"color_hint":"ab00d6","description":"Cover - change from Barren to Water"},{"name":"8_to_6","value":86,"color_hint":"ab00d6","description":"Cover - change from Barren to Wetlands"},{"name":"8_to_7","value":87,"color_hint":"ab00d6","description":"Cover - change from Barren to Snow/Ice"}]},"sclast":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Time Since Last Change","description":"Time, - in days, since the last identified Spectral Change (SCTIME).","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"scstab":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Spectral - Stability Period","description":"Measure of the amount of time in days that - a pixel has been in its current spectral state as of July 1st. Current spectral - state can refer to both during stable time series segments or a period outside - of stable time series segments.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"sctime":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Time - of Spectral Change","description":"Represents the timing of a spectral change - within the current product year as the day of year the change occurred.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"lcpconf":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Primary - Land Cover Confidence","description":"Provides provenance tracking and a measure - of confidence that the Primary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure - of confidence that the Primary Land Cover label matches the training data."},{"values":[151],"summary":"Time - series model identified as transition from a Grass/Shrub class to a Tree Cover - class. Primary Land Cover class assignment based on secondary analysis."},{"values":[152],"summary":"Time - series model identified as transition from a Tree Cover class to a Grass/Shrub - class. Primary Land cover class assignment based on secondary analysis."},{"values":[201],"summary":"No - stable time series models were produced for this location. Primary Land Cover - was assigned the land cover class present in NLCD-2001 (cross-walked to LCMAP - Level 1 classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient - data available to extend most recent time series model past July 1st of current - year. Land cover assigned the last identified cover class from earlier year."},{"values":[211],"summary":"July - 1st falls in a gap between two stable time series models of the same land - cover class. Primary Land Cover assigned the primary land cover class of those - before/after models."},{"values":[212],"summary":"July 1st falls in a gap - between two stable time series models of differing land cover class. If July - 1st is before the ''break date'' of the earlier model, Primary Land Cover - is assigned the primary land cover class of that earlier model. Otherwise, - Primary Land Cover is assigned the primary land cover class of the subsequent, - later model."},{"values":[213],"summary":"Insufficient data available to establish - a stable time series model at the beginning of the time series prior to July - 1st of the current year. Primary Land Cover assigned the primary land cover - class of 1st subsequent model."},{"values":[214],"summary":"Insufficient data - available to establish a new stable time series model following a break near - the end of the time series prior to July 1st of the current year. Primary - Land Cover assigned the last identified primary land cover class from earlier - year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcsconf":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary - Land Cover Confidence","description":"Provides provenance tracking and a measure - of confidence that the Secondary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure - of confidence that the Secondary Land Cover label matches the training data."},{"values":[151],"summary":"Time - series model identified as transition from a Grass/Shrub class to a Tree Cover - class in Primary Land Cover. Primary Land Cover class assignment based on - secondary analysis and Secondary Land Cover class assigned logical opposite - of Primary."},{"values":[152],"summary":"Time series model identified as transition - from a Tree Cover class to a Grass/Shrub class in Primary Land Cover. Primary - Land Cover class assignment based on secondary analysis and Secondary Land - Cover class assigned logical opposite of Primary."},{"values":[201],"summary":"No - stable time series models were produced for this location. Secondary Land - Cover assigned the land cover class present in NLCD-2001 (cross-walked to - LCMAP classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient - data available to extend most recent time series model past July 1st of current - year. Secondary Land Cover assigned the last identified secondary cover class - from earlier year."},{"values":[211],"summary":"July 1st falls in a gap between - two stable time series models of the same secondary land cover class. Secondary - Land Cover assigned the land cover class of those before/after models."},{"values":[212],"summary":"July - 1st falls in a gap between two stable time series models of differing secondary - land cover classes. If July 1st is before the ''break date'' of the earlier - model, Secondary Land Cover is assigned the secondary land cover class of - the earlier model. Otherwise, Secondary Land Cover is assigned the secondary - land cover class of the subsequent model."},{"values":[213],"summary":"Insufficient - data available to establish a stable time series model at the beginning of - the time series prior to July 1st of the current year. Secondary Land Cover - assigned the secondary land cover class of 1st subsequent model."},{"values":[214],"summary":"Insufficient - data available to establish a new stable time series model following a break - near the end of the time series prior to July 1st of the current year. Secondary - Land Cover assigned the last identified secondary cover class from earlier - year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcpri_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary - Land Cover Metadata","description":"Primary Land Cover product metadata"},"lcsec_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary - Land Cover Metadata","description":"Secondary Land Cover product metadata"},"scmag_metadata":{"type":"application/xml","roles":["metadata"],"title":"Change - Magnitude Metadata","description":"Change Magnitude product metadata"},"scmqa_metadata":{"type":"application/xml","roles":["metadata"],"title":"Model - Quality Metadata","description":"Model Quality product metadata"},"lcachg_metadata":{"type":"application/xml","roles":["metadata"],"title":"Annual - Land Cover Change Metadata","description":"Annual Land Cover Change product - metadata"},"sclast_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time - Since Last Change Metadata","description":"Time Since Last Change product - metadata"},"scstab_metadata":{"type":"application/xml","roles":["metadata"],"title":"Spectral - Stability Period Metadata","description":"Spectral Stability Period product - metadata"},"sctime_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time - of Spectral Change Metadata","description":"Time of Spectral Change product - metadata"},"lcpconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary - Land Cover Confidence Metadata","description":"Primary Land Cover Confidence - product metadata"},"lcsconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary - Land Cover Confidence Metadata","description":"Secondary Land Cover Confidence - product metadata"}},"sci:citation":"U.S. Geological Survey (USGS), 2022, Land - Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science - Products for the Conterminous United States: USGS data release","stac_version":"1.0.0","msft:group_id":"usgs-lcmap","msft:container":"lcmap","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json"],"sci:publications":[{"doi":"10.1016/j.rse.2019.111356","citation":"Brown, - J.F., Tollerud, H.J., Barber, C.P., Zhou, Q., Dwyer, J.L., Vogelmann, J.E., - Loveland, T.R., Woodcock, C.E., Stehman, S.V., Zhu, Z., Pengra, B.W., Smith, - K., Horton, J.A., Xian, G., Auch, R.F., Sohl, T.L., Sayler, K.L., Gallant, - A.L., Zelenak, D., Reker, R.R., and Rover, J., 2020, Lessons learned implementing - an operational continuous United States national land change monitoring capability-The - Land Change Monitoring, Assessment, and Projection (LCMAP) approach: Remote - Sensing of Environment, v. 238, article 111356"},{"doi":"10.1016/j.rse.2014.01.011","citation":"Zhu, - Z., and Woodcock, C.E., 2014, Continuous change detection and classification - of land cover using all available Landsat data: Remote Sensing of Environment, - v. 144, p. 152-171"}],"msft:storage_account":"landcoverdata","msft:short_description":"USGS - Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 - Science Products for the Conterminous United States.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '5275' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:33 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181832Z-r159ff9f48bkn95shC1YTOpnm00000000cx00000000013er - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10 - response: - body: - string: '{"id":"usgs-lcmap-hawaii-v10","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/usgs-lcmap-hawaii-v10"},{"rel":"about","href":"https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products","type":"text/html","title":"LCMAP - Hawaii Science Products"},{"rel":"license","href":"https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products","type":"text/html","title":"Proprietary, - Unrestricted"},{"rel":"source","href":"https://www.usgs.gov/special-topics/lcmap/lcmap-data-access","type":"text/html","title":"USGS - Data Access Options"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.jag.2022.103015"},{"rel":"cite-as","href":"https://doi.org/10.1016/j.rse.2019.111356"},{"rel":"cite-as","href":"https://doi.org/10.5066/P91E8M23"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-hawaii-v10","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"USGS - LCMAP Hawaii Collection 1.0","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-hawaii-v10-thumb.png","type":"image/png","roles":["thumbnail"],"title":"USGS - LCMAP Hawaii 1.0 Thumbnail"},"geoparquet-items":{"href":"abfs://items/usgs-lcmap-hawaii-v10.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-161.27577,18.505136,-154.058649,22.624478]]},"temporal":{"interval":[["2000-01-01T00:00:00Z","2020-12-31T00:00:00Z"]]}},"license":"proprietary","sci:doi":"10.5066/P91E8M23","keywords":["USGS","LCMAP","Land - Cover","Land Cover Change","Hawaii"],"providers":[{"url":"https://www.usgs.gov/special-topics/lcmap","name":"United - States Geological Survey","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"usgs_lcmap:vertical_tile":{"maximum":2,"minimum":0},"usgs_lcmap:horizontal_tile":{"maximum":4,"minimum":0}},"description":"The - [Land Change Monitoring, Assessment, and Projection](https://www.usgs.gov/special-topics/lcmap) - (LCMAP) product provides land cover mapping and change monitoring from the - U.S. Geological Survey''s [Earth Resources Observation and Science](https://www.usgs.gov/centers/eros) - (EROS) Center. LCMAP''s Science Products are developed by applying time-series - modeling on a per-pixel basis to [Landsat Analysis Ready Data](https://www.usgs.gov/landsat-missions/landsat-us-analysis-ready-data) - (ARD) using an implementation of the [Continuous Change Detection and Classification](https://doi.org/10.1016/j.rse.2014.01.011) - (CCDC) algorithm. All available clear (non-cloudy) U.S. Landsat ARD observations - are fit to a harmonic model to predict future Landsat-like surface reflectance. - Where Landsat surface reflectance observations differ significantly from those - predictions, a change is identified. Attributes of the resulting model sequences - (e.g., start/end dates, residuals, model coefficients) are then used to produce - a set of land surface change products and as inputs to the subsequent classification - to thematic land cover. \n\nThis [STAC](https://stacspec.org/en) Collection - contains [LCMAP Hawaii Collection 1.0](https://www.usgs.gov/special-topics/lcmap/collection-1-hawaii-science-products), - which was released in January 2022 for years 2000-2020. The data are tiled - according to the Landsat ARD tile grid and consist of [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) - (COGs) and corresponding metadata files. Note that the provided COGs differ - slightly from those in the USGS source data. They have been reprocessed to - add overviews, \"nodata\" values where appropriate, and an updated projection - definition.\n","item_assets":{"dates":{"type":"text/plain","roles":["metadata"],"title":"Landsat - Observation Dates","description":"Landsat observation dates used as input - to the CCDC algorithm."},"lcpri":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Primary Land Cover","description":"Land - cover classification consisting of eight general land cover types. The most - likely land cover according to the modeling process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"lcsec":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary - Land Cover","description":"Land cover classification consisting of eight general - land cover types. The second most likely land cover according to the modeling - process.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"}]},"scmag":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Change - Magnitude","description":"The spectral strength or intensity of a time series - model ''break'' when spectral observations have diverged from the model predictions.","raster:bands":[{"sampling":"area","data_type":"float32","spatial_resolution":30}]},"scmqa":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Model - Quality","description":"Information regarding the type of time series model - applied to the current product year.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"no_model","value":0,"description":"No - model established for July 1st of current year."},{"name":"simple_model","value":4,"description":"A - partial, 4-coefficient harmonic model."},{"name":"advanced_model","value":6,"description":"A - partial, 6-coefficient harmonic model."},{"name":"full_model","value":8,"description":"A - full, 8-coefficient harmonic model."},{"name":"start_fit","value":14,"description":"A - simple model at the beginning of a time series where sparse and/or highly - variable spectral measurements prevent establishment of a harmonic model."},{"name":"end_fit","value":24,"description":"A - simple model at the end of a time series where there are insufficient observations - and/or time to establish a new harmonic model following a model break."},{"name":"insufficient_clear","value":44,"description":"A - simple model for the entire time series in cases where fewer than 25% of input - observations are labeled as ''Clear'' or ''Water'' by the U.S. Landsat ARD - per-pixel quality band (PIXELQA)."},{"name":"persistent_snow","value":54,"description":"A - simple model for the entire time series in cases where 75% or more of input - observations are labeled as ''Snow'' by the U.S. Landsat ARD per-pixel quality - band (PIXELQA)."}]},"browse":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"USGS - Browse Image","description":"Image generated by USGS for viewing LCMAP classification - data in web applications.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcachg":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Annual - Land Cover Change","description":"Synthesis of Primary Land Cover of current - and previous year identifying changes in land cover class.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}],"classification:classes":[{"name":"nodata","value":0,"color_hint":"000000","description":"No - Data"},{"name":"developed","value":1,"color_hint":"ff3232","description":"Developed"},{"name":"cropland","value":2,"color_hint":"be8c5a","description":"Cropland"},{"name":"grass_shrub","value":3,"color_hint":"e6f0d2","description":"Grass/Shrub"},{"name":"tree_cover","value":4,"color_hint":"1c6330","description":"Tree - Cover"},{"name":"water","value":5,"color_hint":"0070ff","description":"Water"},{"name":"wetlands","value":6,"color_hint":"b3d9ff","description":"Wetlands"},{"name":"ice_snow","value":7,"color_hint":"ffffff","description":"Snow/Ice"},{"name":"barren","value":8,"color_hint":"b3aea3","description":"Barren"},{"name":"1_to_2","value":12,"color_hint":"ab00d6","description":"Cover - change from Developed to Cropland"},{"name":"1_to_3","value":13,"color_hint":"ab00d6","description":"Cover - change from Developed to Grass/Shrub"},{"name":"1_to_4","value":14,"color_hint":"ab00d6","description":"Cover - change from Developed to Tree Cover"},{"name":"1_to_5","value":15,"color_hint":"ab00d6","description":"Cover - change from Developed to Water"},{"name":"1_to_6","value":16,"color_hint":"ab00d6","description":"Cover - change from Developed to Wetlands"},{"name":"1_to_7","value":17,"color_hint":"ab00d6","description":"Cover - change from Developed to Snow/Ice"},{"name":"1_to_8","value":18,"color_hint":"ab00d6","description":"Cover - change from Developed to Barren"},{"name":"2_to_1","value":21,"color_hint":"ab00d6","description":"Cover - change from Cropland to Developed"},{"name":"2_to_3","value":23,"color_hint":"ab00d6","description":"Cover - change from Cropland to Grass/Shrub"},{"name":"2_to_4","value":24,"color_hint":"ab00d6","description":"Cover - change from Cropland to Tree Cover"},{"name":"2_to_5","value":25,"color_hint":"ab00d6","description":"Cover - change from Cropland to Water"},{"name":"2_to_6","value":26,"color_hint":"ab00d6","description":"Cover - change from Cropland to Wetlands"},{"name":"2_to_7","value":27,"color_hint":"ab00d6","description":"Cover - change from Cropland to Snow/Ice"},{"name":"2_to_8","value":28,"color_hint":"ab00d6","description":"Cover - change from Cropland to Barren"},{"name":"3_to_1","value":31,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Developed"},{"name":"3_to_2","value":32,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Cropland"},{"name":"3_to_4","value":34,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Tree Cover"},{"name":"3_to_5","value":35,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Water"},{"name":"3_to_6","value":36,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Wetlands"},{"name":"3_to_7","value":37,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Snow/Ice"},{"name":"3_to_8","value":38,"color_hint":"ab00d6","description":"Cover - change from Grass/Shrub to Barren"},{"name":"4_to_1","value":41,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Developed"},{"name":"4_to_2","value":42,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Cropland"},{"name":"4_to_3","value":43,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Grass/Shrub"},{"name":"4_to_5","value":45,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Water"},{"name":"4_to_6","value":46,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Wetlands"},{"name":"4_to_7","value":47,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Snow/Ice"},{"name":"4_to_8","value":48,"color_hint":"ab00d6","description":"Cover - change from Tree Cover to Barren"},{"name":"5_to_1","value":51,"color_hint":"ab00d6","description":"Cover - change from Water to Developed"},{"name":"5_to_2","value":52,"color_hint":"ab00d6","description":"Cover - change from Water to Cropland"},{"name":"5_to_3","value":53,"color_hint":"ab00d6","description":"Cover - change from Water to Grass/Shrub"},{"name":"5_to_4","value":54,"color_hint":"ab00d6","description":"Cover - change from Water to Tree Cover"},{"name":"5_to_6","value":56,"color_hint":"ab00d6","description":"Cover - change from Water to Wetlands"},{"name":"5_to_7","value":57,"color_hint":"ab00d6","description":"Cover - change from Water to Snow/Ice"},{"name":"5_to_8","value":58,"color_hint":"ab00d6","description":"Cover - change from Water to Barren"},{"name":"6_to_1","value":61,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Developed"},{"name":"6_to_2","value":62,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Cropland"},{"name":"6_to_3","value":63,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Grass/Shrub"},{"name":"6_to_4","value":64,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Tree Cover"},{"name":"6_to_5","value":65,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Water"},{"name":"6_to_7","value":67,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Snow/Ice"},{"name":"6_to_8","value":68,"color_hint":"ab00d6","description":"Cover - change from Wetlands to Barren"},{"name":"7_to_1","value":71,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Developed"},{"name":"7_to_2","value":72,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Cropland"},{"name":"7_to_3","value":73,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Grass/Shrub"},{"name":"7_to_4","value":74,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Tree Cover"},{"name":"7_to_5","value":75,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Water"},{"name":"7_to_6","value":76,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Wetlands"},{"name":"7_to_8","value":78,"color_hint":"ab00d6","description":"Cover - change from Snow/Ice to Barren"},{"name":"8_to_1","value":81,"color_hint":"ab00d6","description":"Cover - change from Barren to Developed"},{"name":"8_to_2","value":82,"color_hint":"ab00d6","description":"Cover - change from Barren to Cropland"},{"name":"8_to_3","value":83,"color_hint":"ab00d6","description":"Cover - change from Barren to Grass/Shrub"},{"name":"8_to_4","value":84,"color_hint":"ab00d6","description":"Cover - change from Barren to Tree Cover"},{"name":"8_to_5","value":85,"color_hint":"ab00d6","description":"Cover - change from Barren to Water"},{"name":"8_to_6","value":86,"color_hint":"ab00d6","description":"Cover - change from Barren to Wetlands"},{"name":"8_to_7","value":87,"color_hint":"ab00d6","description":"Cover - change from Barren to Snow/Ice"}]},"sclast":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Time Since Last Change","description":"Time, - in days, since the last identified Spectral Change (SCTIME).","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"scstab":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Spectral - Stability Period","description":"Measure of the amount of time in days that - a pixel has been in its current spectral state as of July 1st. Current spectral - state can refer to both during stable time series segments or a period outside - of stable time series segments.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"sctime":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Time - of Spectral Change","description":"Represents the timing of a spectral change - within the current product year as the day of year the change occurred.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":30}]},"lcpconf":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Primary - Land Cover Confidence","description":"Provides provenance tracking and a measure - of confidence that the Primary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure - of confidence that the Primary Land Cover label matches the training data."},{"values":[151],"summary":"Time - series model identified as transition from a Grass/Shrub class to a Tree Cover - class. Primary Land Cover class assignment based on secondary analysis."},{"values":[152],"summary":"Time - series model identified as transition from a Tree Cover class to a Grass/Shrub - class. Primary Land cover class assignment based on secondary analysis."},{"values":[201],"summary":"No - stable time series models were produced for this location. Primary Land Cover - was assigned the land cover class present in NLCD-2001 (cross-walked to LCMAP - Level 1 classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient - data available to extend most recent time series model past July 1st of current - year. Land cover assigned the last identified cover class from earlier year."},{"values":[211],"summary":"July - 1st falls in a gap between two stable time series models of the same land - cover class. Primary Land Cover assigned the primary land cover class of those - before/after models."},{"values":[212],"summary":"July 1st falls in a gap - between two stable time series models of differing land cover class. If July - 1st is before the ''break date'' of the earlier model, Primary Land Cover - is assigned the primary land cover class of that earlier model. Otherwise, - Primary Land Cover is assigned the primary land cover class of the subsequent, - later model."},{"values":[213],"summary":"Insufficient data available to establish - a stable time series model at the beginning of the time series prior to July - 1st of the current year. Primary Land Cover assigned the primary land cover - class of 1st subsequent model."},{"values":[214],"summary":"Insufficient data - available to establish a new stable time series model following a break near - the end of the time series prior to July 1st of the current year. Primary - Land Cover assigned the last identified primary land cover class from earlier - year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcsconf":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Secondary - Land Cover Confidence","description":"Provides provenance tracking and a measure - of confidence that the Secondary Land Cover label matches the training data.","file:values":[{"values":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"summary":"Measure - of confidence that the Secondary Land Cover label matches the training data."},{"values":[151],"summary":"Time - series model identified as transition from a Grass/Shrub class to a Tree Cover - class in Primary Land Cover. Primary Land Cover class assignment based on - secondary analysis and Secondary Land Cover class assigned logical opposite - of Primary."},{"values":[152],"summary":"Time series model identified as transition - from a Tree Cover class to a Grass/Shrub class in Primary Land Cover. Primary - Land Cover class assignment based on secondary analysis and Secondary Land - Cover class assigned logical opposite of Primary."},{"values":[201],"summary":"No - stable time series models were produced for this location. Secondary Land - Cover assigned the land cover class present in NLCD-2001 (cross-walked to - LCMAP classification schema, see LCMAP Science Product Guide for more information)."},{"values":[202],"summary":"Insufficient - data available to extend most recent time series model past July 1st of current - year. Secondary Land Cover assigned the last identified secondary cover class - from earlier year."},{"values":[211],"summary":"July 1st falls in a gap between - two stable time series models of the same secondary land cover class. Secondary - Land Cover assigned the land cover class of those before/after models."},{"values":[212],"summary":"July - 1st falls in a gap between two stable time series models of differing secondary - land cover classes. If July 1st is before the ''break date'' of the earlier - model, Secondary Land Cover is assigned the secondary land cover class of - the earlier model. Otherwise, Secondary Land Cover is assigned the secondary - land cover class of the subsequent model."},{"values":[213],"summary":"Insufficient - data available to establish a stable time series model at the beginning of - the time series prior to July 1st of the current year. Secondary Land Cover - assigned the secondary land cover class of 1st subsequent model."},{"values":[214],"summary":"Insufficient - data available to establish a new stable time series model following a break - near the end of the time series prior to July 1st of the current year. Secondary - Land Cover assigned the last identified secondary cover class from earlier - year."}],"raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":30}]},"lcpri_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary - Land Cover Metadata","description":"Primary Land Cover product metadata"},"lcsec_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary - Land Cover Metadata","description":"Secondary Land Cover product metadata"},"scmag_metadata":{"type":"application/xml","roles":["metadata"],"title":"Change - Magnitude Metadata","description":"Change Magnitude product metadata"},"scmqa_metadata":{"type":"application/xml","roles":["metadata"],"title":"Model - Quality Metadata","description":"Model Quality product metadata"},"lcachg_metadata":{"type":"application/xml","roles":["metadata"],"title":"Annual - Land Cover Change Metadata","description":"Annual Land Cover Change product - metadata"},"sclast_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time - Since Last Change Metadata","description":"Time Since Last Change product - metadata"},"scstab_metadata":{"type":"application/xml","roles":["metadata"],"title":"Spectral - Stability Period Metadata","description":"Spectral Stability Period product - metadata"},"sctime_metadata":{"type":"application/xml","roles":["metadata"],"title":"Time - of Spectral Change Metadata","description":"Time of Spectral Change product - metadata"},"lcpconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Primary - Land Cover Confidence Metadata","description":"Primary Land Cover Confidence - product metadata"},"lcsconf_metadata":{"type":"application/xml","roles":["metadata"],"title":"Secondary - Land Cover Confidence Metadata","description":"Secondary Land Cover Confidence - product metadata"}},"sci:citation":"U.S. Geological Survey (USGS), 2022, Land - Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science - Products for Hawaii: USGS data release","stac_version":"1.0.0","msft:group_id":"usgs-lcmap","msft:container":"lcmap","stac_extensions":["https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json"],"sci:publications":[{"doi":"10.1016/j.jag.2022.103015","citation":"Li, - C., Xian, G., Wellington, D., Smith, K., Horton, J., & Zhou, Q., 2022, - Development of the LCMAP annual land cover product across Hawaii: International - Journal of Applied Earth Observation and Geoinformation, v. 113, article 103015."},{"doi":"10.1016/j.rse.2019.111356","citation":"Brown, - J.F., Tollerud, H.J., Barber, C.P., Zhou, Q., Dwyer, J.L., Vogelmann, J.E., - Loveland, T.R., Woodcock, C.E., Stehman, S.V., Zhu, Z., Pengra, B.W., Smith, - K., Horton, J.A., Xian, G., Auch, R.F., Sohl, T.L., Sayler, K.L., Gallant, - A.L., Zelenak, D., Reker, R.R., and Rover, J., 2020, Lessons learned implementing - an operational continuous United States national land change monitoring capability-The - Land Change Monitoring, Assessment, and Projection (LCMAP) approach: Remote - Sensing of Environment, v. 238, article 111356"}],"msft:storage_account":"landcoverdata","msft:short_description":"USGS - Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 - Science Products for Hawaii","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '5307' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:33 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181833Z-r159ff9f48blls8khC1YTOsztn0000000ceg00000000ftgx - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular - response: - body: - string: "{\"id\":\"noaa-climate-normals-tabular\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-tabular\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-11-00197.1\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.1175/BAMS-D-11-00173.1\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA - U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA - Open Data Dissemination\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-tabular\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA - US Tabular Climate Normals\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-tabular-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA - U.S. Tabular Climate Normals Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-tabular.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-177.38333,-14.3306,174.1,71.3214]]},\"temporal\":{\"interval\":[[\"1981-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate - Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA - National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1981-2010\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"hourly\",\"daily\",\"monthly\",\"annualseasonal\"]},\"description\":\"The - [NOAA United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals) - provide information about typical climate conditions for thousands of weather - station locations across the United States. Normals act both as a ruler to - compare current weather and as a predictor of conditions in the near future. - The official normals are calculated for a uniform 30 year period, and consist - of annual/seasonal, monthly, daily, and hourly averages and statistics of - temperature, precipitation, and other climatological variables for each weather - station. \\n\\nNOAA produces Climate Normals in accordance with the [World - Meteorological Organization](https://public.wmo.int/en) (WMO), of which the - United States is a member. The WMO requires each member nation to compute - 30-year meteorological quantity averages at least every 30 years, and recommends - an update each decade, in part to incorporate newer weather stations. The - 1991\u20132020 U.S. Climate Normals are the latest in a series of decadal - normals first produced in the 1950s. \\n\\nThis Collection contains tabular - weather variable data at weather station locations in GeoParquet format, converted - from the source CSV files. The source NetCDF files are delivered to Azure - as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\\nData - are provided for annual/seasonal, monthly, daily, and hourly frequencies for - the following time periods:\\n\\n- Legacy 30-year normals (1981\u20132010)\\n- - Supplemental 15-year normals (2006\u20132020)\\n\",\"item_assets\":{\"geoparquet\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Dataset - root\",\"table:storage_options\":{\"account_name\":\"noaanormals\"}}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"table:tables\":[{\"name\":\"1981_2010-hourly\",\"description\":\"Hourly - Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-daily\",\"description\":\"Daily - Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-monthly\",\"description\":\"Monthly - Climate Normals for Period 1981-2010\"},{\"name\":\"1981_2010-annualseasonal\",\"description\":\"Annual/Seasonal - Climate Normals for Period 1981-2010\"},{\"name\":\"1991_2020-hourly\",\"description\":\"Hourly - Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-daily\",\"description\":\"Daily - Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-monthly\",\"description\":\"Monthly - Climate Normals for Period 1991-2020\"},{\"name\":\"1991_2020-annualseasonal\",\"description\":\"Annual/Seasonal - Climate Normals for Period 1991-2020\"},{\"name\":\"2006_2020-hourly\",\"description\":\"Hourly - Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-daily\",\"description\":\"Daily - Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-monthly\",\"description\":\"Monthly - Climate Normals for Period 2006-2020\"},{\"name\":\"2006_2020-annualseasonal\",\"description\":\"Annual/Seasonal - Climate Normals for Period 2006-2020\"}],\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"climate-normals-geoparquet\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"sci:publications\":[{\"doi\":\"10.1175/BAMS-D-11-00197.1\",\"citation\":\"Arguez, - A., I. Durre, S. Applequist, R. Vose, M. Squires, X. Yin, R. Heim, and T. - Owen, 2012: NOAA's 1981-2010 climate normals: An overview. Bull. Amer. Meteor. - Soc., 93, 1687-1697. DOI: 10.1175/BAMS-D-11-00197.1.\"},{\"doi\":\"10.1175/BAMS-D-11-00173.1\",\"citation\":\"Applequist, - S., A. Arguez, I. Durre, M. Squires, R. Vose, and X. Yin, 2012: 1981-2010 - U.S. Hourly Normals. Bulletin of the American Meteorological Society, 93, - 1637-1640. DOI: 10.1175/BAMS-D-11-00173.1.\"}],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Tabular - Climate Normal data for over 15,000 United States weather station locations - in GeoParquet format.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2154' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:34 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181833Z-r159ff9f48bmlnd2hC1YTOunhs000000044g000000007ypn - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf - response: - body: - string: "{\"id\":\"noaa-climate-normals-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-netcdf\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA - U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA - Open Data Dissemination\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Readme_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Readme - for Monthly Gridded Normals\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Documentation - for Monthly Gridded Normals\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-netcdf\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA - US Gridded Climate Normals (NetCDF)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA - U.S. Gridded Climate Normals (NetCDF) Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-124.708333,24.541666,-66.999995,49.375001]]},\"temporal\":{\"interval\":[[\"1901-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate - Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA - National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1901-2000\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"daily\",\"monthly\"]},\"description\":\"The - [NOAA Gridded United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals#tab-1027) - provide a continuous grid of temperature and precipitation data across the - contiguous United States (CONUS). The grids are derived from NOAA's [NClimGrid - dataset](https://planetarycomputer.microsoft.com/dataset/group/noaa-nclimgrid), - and resolutions (nominal 5x5 kilometer) and spatial extents (CONUS) therefore - match that of NClimGrid. Monthly, seasonal, and annual gridded normals are - computed from simple averages of the NClimGrid data and are provided for three - time-periods: 1901\u20132020, 1991\u20132020, and 2006\u20132020. Daily gridded - normals are smoothed for a smooth transition from one day to another and are - provided for two time-periods: 1991\u20132020, and 2006\u20132020.\\n\\nNOAA - produces Climate Normals in accordance with the [World Meteorological Organization](https://public.wmo.int/en) - (WMO), of which the United States is a member. The WMO requires each member - nation to compute 30-year meteorological quantity averages at least every - 30 years, and recommends an update each decade, in part to incorporate newer - weather stations. The 1991\u20132020 U.S. Climate Normals are the latest in - a series of decadal normals first produced in the 1950s. \\n\\nThe data in - this Collection are the original NetCDF files provided by NOAA's National - Centers for Environmental Information. This Collection contains gridded data - for the following frequencies and time periods:\\n\\n- Annual, seasonal, and - monthly normals\\n - 100-year (1901\u20132000)\\n - 30-year (1991\u20132020)\\n - \ - 15-year (2006\u20132020)\\n- Daily normals\\n - 30-year (1991\u20132020)\\n - \ - 15-year (2006\u20132020)\\n\\nFor most use-cases, we recommend using - the [`noaa-climate-normals-gridded`](https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-gridded) - collection, which contains the same data in Cloud Optimized GeoTIFF format. - The NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination - (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"gridded-normals\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Gridded - Climate Normals for the contiguous United States in the original NetCDF format - provided by NOAA's National Centers for Environmental Information.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1954' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:34 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181834Z-r159ff9f48bj5rgghC1YTObc9s0000000cv0000000004n2q - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm - response: - body: - string: '{"id":"goes-glm","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/goes-glm"},{"rel":"license","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C01527","title":"License"},{"rel":"about","href":"https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C01527","type":"text/html","title":"Product - Landing Page"},{"rel":"about","href":"https://www.goes-r.gov/users/docs/PUG-main-vol1.pdf","type":"application/pdf","title":"Product - Definition and Users'' Guide (PUG) Vol.1 Main"},{"rel":"about","href":"https://www.goes-r.gov/products/docs/PUG-L2+-vol5.pdf","type":"application/pdf","title":"Product - Definition and Users'' Guide (PUG) Vol.5 Level 2+ Products"},{"rel":"cite-as","href":"https://doi.org/10.7289/V5KH0KK6"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/goes-glm","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"GOES-R - Lightning Detection","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-glm-thumb.png","type":"image/png","roles":["thumbnail"],"title":"GOES - GLM Thumbnail"},"geoparquet-items":{"href":"abfs://items/goes-glm.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-66.56,-8.44,66.56],[156.44,-66.56,180.0,66.56]]},"temporal":{"interval":[["2018-02-13T16:10:00Z",null]]}},"license":"proprietary","sci:doi":"10.7289/V5KH0KK6","keywords":["GOES","NOAA","NASA","Satellite","Lightning","Weather"],"providers":[{"url":"https://www.nasa.gov/content/goes","name":"NASA","roles":["producer"]},{"url":"https://www.goes-r.gov/","name":"NOAA","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[8000],"mission":["GOES"],"platform":["GOES-16","GOES-17","GOES-18","GOES-19"],"instruments":["FM1","FM2"],"constellation":["GOES"],"processing:level":["L2"],"goes:orbital-slot":["West","East","Test"]},"description":"The - [Geostationary Lightning Mapper (GLM)](https://www.goes-r.gov/spacesegment/glm.html) - is a single-channel, near-infrared optical transient detector that can detect - the momentary changes in an optical scene, indicating the presence of lightning. - GLM measures total lightning (in-cloud, cloud-to-cloud and cloud-to-ground) - activity continuously over the Americas and adjacent ocean regions with near-uniform - spatial resolution of approximately 10 km. GLM collects information such as - the frequency, location and extent of lightning discharges to identify intensifying - thunderstorms and tropical cyclones. Trends in total lightning available from - the GLM provide critical information to forecasters, allowing them to focus - on developing severe storms much earlier and before these storms produce damaging - winds, hail or even tornadoes.\n\nThe GLM data product consists of a hierarchy - of earth-located lightning radiant energy measures including events, groups, - and flashes:\n\n- Lightning events are detected by the instrument.\n- Lightning - groups are a collection of one or more lightning events that satisfy temporal - and spatial coincidence thresholds.\n- Similarly, lightning flashes are a - collection of one or more lightning groups that satisfy temporal and spatial - coincidence thresholds.\n\nThe product includes the relationship among lightning - events, groups, and flashes, and the area coverage of lightning groups and - flashes. The product also includes processing and data quality metadata, and - satellite state and location information. \n\nThe NetCDF files are delivered - to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).","item_assets":{"netcdf":{"type":"application/netcdf","roles":["data"],"title":"Original - NetCDF4 file"}},"msft:region":"westeurope","sci:citation":"GOES-R Algorithm - Working Group and GOES-R Series Program, (2018): NOAA GOES-R Series Geostationary - Lightning Mapper (GLM) Level 2 Lightning Detection: Events, Groups, and Flashes. - NOAA National Centers for Environmental Information. doi:10.7289/V5KH0KK6.","stac_version":"1.0.0","msft:group_id":"goes","msft:container":"noaa-goes-geoparquet","stac_extensions":["https://stac-extensions.github.io/goes/v1.0.0/schema.json","https://stac-extensions.github.io/processing/v1.1.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"goeseuwest","msft:short_description":"Continuous - lightning detection over the Western Hemisphere from the Geostationary Lightning - Mapper (GLM) instrument."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2134' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:35 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181834Z-r159ff9f48b9hw57hC1YTO202w0000000d1g000000009ex9 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded - response: - body: - string: "{\"id\":\"noaa-climate-normals-gridded\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-climate-normals-gridded\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals\",\"type\":\"text/html\",\"title\":\"NOAA - U.S. Climate Normals Landing Page\"},{\"rel\":\"license\",\"href\":\"https://www.noaa.gov/information-technology/open-data-dissemination\",\"type\":\"text/html\",\"title\":\"NOAA - Open Data Dissemination\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Readme_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Readme - for Monthly Gridded Normals\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf\",\"type\":\"application/pdf\",\"title\":\"Documentation - for Monthly Gridded Normals\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-gridded\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"NOAA - US Gridded Climate Normals (Cloud-Optimized GeoTIFF)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-gridded-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"NOAA - U.S. Gridded Climate Normals (Cloud-Optimized GeoTIFF) Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-climate-normals-gridded.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-124.708333,24.541666,-66.999995,49.375001]]},\"temporal\":{\"interval\":[[\"1901-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"keywords\":[\"NOAA\",\"Climate - Normals\",\"Weather\",\"Surface Observations\",\"Climatology\",\"CONUS\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"NOAA - National Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_climate_normals:period\":[\"1901-2000\",\"1991-2020\",\"2006-2020\"],\"noaa_climate_normals:frequency\":[\"daily\",\"monthly\",\"seasonal\",\"annual\"]},\"description\":\"The - [NOAA Gridded United States Climate Normals](https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals#tab-1027) - provide a continuous grid of temperature and precipitation data across the - contiguous United States (CONUS). The grids are derived from NOAA's [NClimGrid - dataset](https://planetarycomputer.microsoft.com/dataset/group/noaa-nclimgrid), - and resolutions (nominal 5x5 kilometer) and spatial extents (CONUS) therefore - match that of NClimGrid. Monthly, seasonal, and annual gridded normals are - computed from simple averages of the NClimGrid data and are provided for three - time-periods: 1901\u20132020, 1991\u20132020, and 2006\u20132020. Daily gridded - normals are smoothed for a smooth transition from one day to another and are - provided for two time-periods: 1991\u20132020, and 2006\u20132020.\\n\\nNOAA - produces Climate Normals in accordance with the [World Meteorological Organization](https://public.wmo.int/en) - (WMO), of which the United States is a member. The WMO requires each member - nation to compute 30-year meteorological quantity averages at least every - 30 years, and recommends an update each decade, in part to incorporate newer - weather stations. The 1991\u20132020 U.S. Climate Normals are the latest in - a series of decadal normals first produced in the 1950s. \\n\\nThis Collection - contains gridded data for the following frequencies and time periods:\\n\\n- - Annual, seasonal, and monthly normals\\n - 100-year (1901\u20132000)\\n - \ - 30-year (1991\u20132020)\\n - 15-year (2006\u20132020)\\n- Daily - normals\\n - 30-year (1991\u20132020)\\n - 15-year (2006\u20132020)\\n\\nThe - data in this Collection have been converted from the original NetCDF format - to Cloud Optimized GeoTIFFs (COGs). The source NetCDF files are delivered - to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\\n## - STAC Metadata\\n\\nThe STAC items in this collection contain several custom - fields that can be used to further filter the data.\\n\\n* `noaa_climate_normals:period`: - Climate normal time period. This can be \\\"1901-2000\\\", \\\"1991-2020\\\", - or \\\"2006-2020\\\".\\n* `noaa_climate_normals:frequency`: Climate normal - temporal interval (frequency). This can be \\\"daily\\\", \\\"monthly\\\", - \\\"seasonal\\\" , or \\\"annual\\\"\\n* `noaa_climate_normals:time_index`: - Time step index, e.g., month of year (1-12).\\n\\nThe `description` field - of the assets varies by frequency. Using `prcp_norm` as an example, the descriptions - are\\n\\n* annual: \\\"Annual precipitation normals from monthly precipitation - normal values\\\"\\n* seasonal: \\\"Seasonal precipitation normals (WSSF) - from monthly normals\\\"\\n* monthly: \\\"Monthly precipitation normals from - monthly precipitation values\\\"\\n* daily: \\\"Precipitation normals from - daily averages\\\"\\n\\nCheck the assets on individual items for the appropriate - description.\\n\\nThe STAC keys for most assets consist of two abbreviations. - A \\\"variable\\\":\\n\\n\\n| Abbreviation | Description |\\n| - ------------ | ---------------------------------------- |\\n| prcp | - Precipitation over the time period |\\n| tavg | Mean temperature - over the time period |\\n| tmax | Maximum temperature over the - time period |\\n| tmin | Minimum temperature over the time period - |\\n\\nAnd an \\\"aggregation\\\":\\n\\n| Abbreviation | Description - \ |\\n| ------------ | ------------------------------------------------------------------------------ - |\\n| max | Maximum of the variable over the time period |\\n| - min | Minimum of the variable over the time period |\\n| - std | Standard deviation of the value over the time period |\\n| - flag | An count of the number of inputs (months, years, etc.) to calculate - the normal |\\n| norm | The normal for the variable over the time - period |\\n\\nSo, for example, `prcp_max` for - monthly data is the \\\"Maximum values of all input monthly precipitation - normal values\\\".\\n\",\"item_assets\":{\"prcp_max\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_min\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_std\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_max\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_min\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_std\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_max\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_min\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_std\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_max\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_min\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_std\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_flag\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"prcp_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_flag\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tavg_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_flag\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmax_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_flag\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"months\",\"nodata\":0,\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"tmin_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"m2dprcp_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"description\":\"Month-To-Day - Precipitation normals\",\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]},\"y2dprcp_norm\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"description\":\"Year-To-Day - Precipitation normals\",\"raster:bands\":[{\"unit\":\"millimeter\",\"nodata\":\"nan\",\"data_type\":\"float32\",\"spatial_resolution\":5000}]}},\"msft:region\":\"eastus\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-climate-normals\",\"msft:container\":\"gridded-normals-cogs\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaanormals\",\"msft:short_description\":\"Gridded - Climate Normals for the contiguous United States in Cloud Optimized GeoTIFF - (COG) format.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2803' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:35 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181835Z-r159ff9f48bdd676hC1YTO7yr8000000042000000000ct13 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t - response: - body: - string: '{"id":"aster-l1t","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/aster-l1t"},{"rel":"license","href":"https://www.usgs.gov/core-science-systems/hdds/data-policy","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/aster-l1t","type":"text/html","title":"Human - readable dataset overview and reference"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/aster-l1t","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ASTER - L1T","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/aster.png","type":"image/png","roles":["thumbnail"],"title":"ASTER - L1T"},"geoparquet-items":{"href":"abfs://items/aster-l1t.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-03-04T12:00:00Z","2006-12-31T12:00:00Z"]]}},"license":"proprietary","keywords":["ASTER","USGS","NASA","Satellite","Global"],"providers":[{"url":"https://terra.nasa.gov/about/terra-instruments/aster","name":"NASA","roles":["producer","licensor"]},{"url":"https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/aster-overview/","name":"USGS","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[15,30,90],"eo:bands":[{"gsd":15,"name":"VNIR_Band1","common_name":"green","description":"visible - yellow/green","center_wavelength":0.56,"full_width_half_max":0.08},{"gsd":15,"name":"VNIR_Band2","common_name":"red","description":"visible - red","center_wavelength":0.66,"full_width_half_max":0.06},{"gsd":15,"name":"VNIR_Band3N","common_name":"nir08","description":"near - infrared","center_wavelength":0.82,"full_width_half_max":0.08},{"gsd":30,"name":"SWIR_Band4","common_name":"swir16","description":"short-wave - infrared","center_wavelength":1.65,"full_width_half_max":0.1},{"gsd":30,"name":"SWIR_Band5","common_name":"swir22","description":"short-wave - infrared","center_wavelength":2.165,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band6","common_name":"swir22","description":"short-wave - infrared","center_wavelength":2.205,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band7","common_name":"swir22","description":"short-wave - infrared","center_wavelength":2.26,"full_width_half_max":0.05},{"gsd":30,"name":"SWIR_Band8","description":"short-wave - infrared","center_wavelength":2.339,"full_width_half_max":0.07},{"gsd":30,"name":"SWIR_Band9","description":"short-wave - infrared","center_wavelength":2.395,"full_width_half_max":0.07},{"gsd":90,"name":"TIR_Band10","common_name":"lwir","description":"thermal - infrared","center_wavelength":8.3,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band11","common_name":"lwir","description":"thermal - infrared","center_wavelength":8.65,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band12","common_name":"lwir","description":"thermal - infrared","center_wavelength":9.11,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band13","common_name":"lwir","description":"thermal - infrared","center_wavelength":10.6,"full_width_half_max":0.7},{"gsd":90,"name":"TIR_Band14","common_name":"lwir","description":"thermal - infrared","center_wavelength":11.3,"full_width_half_max":0.7}],"platform":["terra"],"instruments":["aster"]},"description":"The - [ASTER](https://terra.nasa.gov/about/terra-instruments/aster) instrument, - launched on-board NASA''s [Terra](https://terra.nasa.gov/) satellite in 1999, - provides multispectral images of the Earth at 15m-90m resolution. ASTER images - provide information about land surface temperature, color, elevation, and - mineral composition.\n\nThis dataset represents ASTER [L1T](https://lpdaac.usgs.gov/products/ast_l1tv003/) - data from 2000-2006. L1T images have been terrain-corrected and rotated to - a north-up UTM projection. Images are in [cloud-optimized GeoTIFF](https://www.cogeo.org/) - format.\n","item_assets":{"TIR":{"roles":["data"],"title":"TIR Swath data","eo:bands":[{"gsd":90,"name":"TIR_Band10","common_name":"lwir","description":"thermal - infrared","center_wavelength":8.3,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band11","common_name":"lwir","description":"thermal - infrared","center_wavelength":8.65,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band12","common_name":"lwir","description":"thermal - infrared","center_wavelength":9.11,"full_width_half_max":0.35},{"gsd":90,"name":"TIR_Band13","common_name":"lwir","description":"thermal - infrared","center_wavelength":10.6,"full_width_half_max":0.7},{"gsd":90,"name":"TIR_Band14","common_name":"lwir","description":"thermal - infrared","center_wavelength":11.3,"full_width_half_max":0.7}],"raster:bands":[{"name":"TIR_Band10","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band11","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band12","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band13","nodata":0,"data_type":"uint16","spatial_resolution":90},{"name":"TIR_Band14","nodata":0,"data_type":"uint16","spatial_resolution":90}]},"xml":{"type":"application/xml","roles":["metadata"],"title":"XML - metadata"},"SWIR":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR - Swath data","eo:bands":[{"gsd":30,"name":"SWIR_Band4","common_name":"swir","description":"short-wave - infrared","center_wavelength":1.65,"full_width_half_max":0.1},{"gsd":30,"name":"SWIR_Band5","common_name":"swir","description":"short-wave - infrared","center_wavelength":2.165,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band6","common_name":"swir","description":"short-wave - infrared","center_wavelength":2.205,"full_width_half_max":0.04},{"gsd":30,"name":"SWIR_Band7","common_name":"swir","description":"short-wave - infrared","center_wavelength":2.26,"full_width_half_max":0.05},{"gsd":30,"name":"SWIR_Band8","common_name":"swir","description":"short-wave - infrared","center_wavelength":2.339,"full_width_half_max":0.07},{"gsd":30,"name":"SWIR_Band9","common_name":"swir","description":"short-wave - infrared","center_wavelength":2.395,"full_width_half_max":0.07}],"raster:bands":[{"name":"SWIR_Band4","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band5","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band6","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band7","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band8","nodata":0,"data_type":"uint8","spatial_resolution":30},{"name":"SWIR_Band9","nodata":0,"data_type":"uint8","spatial_resolution":30}]},"VNIR":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VNIR - Swath data","eo:bands":[{"gsd":15,"name":"VNIR_Band1","common_name":"yellow/green","description":"visible - yellow/green","center_wavelength":0.56,"full_width_half_max":0.08},{"gsd":15,"name":"VNIR_Band2","common_name":"red","description":"visible - red","center_wavelength":0.66,"full_width_half_max":0.06},{"gsd":15,"name":"VNIR_Band3N","common_name":"near - infrared","description":"near infrared","center_wavelength":0.82,"full_width_half_max":0.08}],"raster:bands":[{"name":"VNIR_Band1","nodata":0,"data_type":"uint8","spatial_resolution":15},{"name":"VNIR_Band2","nodata":0,"data_type":"uint8","spatial_resolution":15},{"name":"VNIR_Band3N","nodata":0,"data_type":"uint8","spatial_resolution":15}]},"qa-txt":{"type":"text/plain","roles":["metadata"],"title":"QA - browse file","description":"Geometric quality assessment report."},"qa-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"QA - browse file","description":"Single-band black and white reduced resolution - browse overlaid with red, green, and blue (RGB) markers for GCPs used during - the geometric verification quality check."},"tir-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"Standalone - reduced resolution TIR"},"vnir-browse":{"type":"image/jpeg","roles":["thumbnail"],"title":"VNIR - browse file","description":"Standalone reduced resolution VNIR"}},"stac_version":"1.0.0","msft:container":"aster","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"astersa","msft:short_description":"The - ASTER instrument, launched on-board NASA''s Terra satellite in 1999, provides - multispectral images of the Earth at 15m-90m resolution. This dataset contains - ASTER data from 2000-2006.","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2034' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:36 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181836Z-r159ff9f48bcg9vwhC1YTO7k3w0000000d5000000000230n - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa - response: - body: - string: "{\"id\":\"cil-gdpcir-cc-by-sa\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by-sa\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-SA-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative - Commons Attribution Share Alike 4.0 International\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project - homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL - Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC-BY-SA-4.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate - Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate - Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"CanESM5\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The - World Climate Research Programme's [6th Coupled Model Intercomparison Project - (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an - enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe - [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) - dataset makes this modeling more applicable to understanding the impacts of - changes in the climate on humans and society with two key developments: trend-preserving - bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) - provides global, daily minimum and maximum air temperature at the surface - (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) - corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 - scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## - Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary - Computer. The dataset is made of of three collections, distinguished by data - license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* - [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n* - [Attribution-ShareAlike (CC BY SA 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa)\\n\\nEach - modeling center with bias corrected and downscaled data in this collection - falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc-by-sa#available-institutions-models-and-scenarios-by-license-collection) - to see which model is in each collection, and see the section below on [Citing, - Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc-by-sa#citing-licensing-and-using-data-produced-by-this-project) - for citations and additional information about each license.\\n\\n## Data - format & contents\\n\\nThe data is stored as partitioned zarr stores (see - [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which - includes thousands of data and metadata files covering the full time span - of the experiment. Historical zarr stores contain just over 50 GB, while SSP - zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with - dimensions time (daily datetime), lat (float latitude), and lon (float longitude). - The data is chunked at each interval of 365 days and 90 degree interval of - latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each - chunk occupying approximately 179MB in memory.\\n\\nHistorical data is daily, - excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, - excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, - depending on data availability in the source GCM.\\n\\nThe spatial domain - covers all 0.25-degree grid cells, indexed by the grid center, with grid edges - on the quarter-degree, using a -180 to 180 longitude convention. Thus, the - \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D - coordinate extends from -89.875 to 89.875, with intermediate values at each - 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## - Available institutions, models, and scenarios by license collection\\n\\n| - Modeling institution | Source model | Available experiments - \ | License collection |\\n| -------------------- | ----------------- - | ------------------------------------------ | ---------------------- |\\n| - CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 - \ | Public domain datasets |\\n| INM | INM-CM4-8 - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets - |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, - and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| - CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 - \ | CC-BY-40] |\\n| CMCC | CMCC-ESM2 | - ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40] |\\n| - CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | - CC-BY-40] |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, - SSP2-4.5, and SSP3-7.0 | CC-BY-40] |\\n| MIROC | - MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] - \ |\\n| MIROC | MIROC6 | SSP1-2.6, SSP2-4.5, - SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| MOHC | - HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40] - \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, SSP2-4.5, - SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| MPI-M | - MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] - \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and - SSP5-8.5 | CC-BY-40] |\\n| NCC | - NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40] - \ |\\n| NCC | NorESM2-MM | SSP1-2.6, SSP2-4.5, - SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| NOAA-GFDL | - GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | CC-BY-40] - \ |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, SSP2-4.5, - SSP3-7.0, and SSP5-8.5 | CC-BY-40] |\\n| NUIST | - NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40] - \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, ssp2-4.5, - ssp3-7.0, and ssp5-8.5 | CC-BY-40] |\\n| EC-Earth-Consortium - \ | EC-Earth3-AerChem | ssp370 | CC-BY-40] - \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and - ssp585 | CC-BY-40] |\\n| EC-Earth-Consortium - \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40] - \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, ssp2-4.5, - ssp3-7.0, and ssp5-8.5 | CC-BY-40] |\\n| CCCma | - CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-SA-40] - \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 - precipitation data was available. Therefore, we provide `tasmin` and `tamax` - for this model and experiment, but not `pr`. All other model/experiment combinations - in the above table include all three variables.\\n\\n[^2]: The institution - which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while - the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution - component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` - scenarios.\\n\\n## Project methods\\n\\nThis project makes use of statistical - bias correction and downscaling algorithms, which are specifically designed - to accurately represent changes in the extremes. For this reason, we selected - Quantile Delta Mapping (QDM), following the method introduced by [Cannon et - al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific - trends from the GCM while fitting the full distribution for a given day-of-year - to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored - to increase spatial resolution while preserving extreme behavior, Quantile-Preserving - Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide - a robust means to handle both the central and tail behavior seen in climate - model output, while aligning the full distribution to a state-of-the-art reanalysis - dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor - further documentation, see [Global downscaled projections for climate impacts - research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) - (EGUsphere, 2022 [preprint]).\\n\\n## Citing, licensing, and using data produced - by this project\\n\\nProjects making use of the data produced as part of the - Climate Impact Lab Global Downscaled Projections for Climate Impacts Research - (CIL GDPCIR) project are requested to cite both this project and the source - datasets from which these results are derived. Additionally, the use of data - derived from some GCMs *requires* citations, and some modeling centers impose - licensing restrictions & requirements on derived works. See each GCM's license - info in the links below for more information.\\n\\n### CIL GDPCIR\\n\\nUsers - are requested to cite this project in derived works. Our method documentation - paper may be cited using the following:\\n\\n> Gergel, D. R., Malevich, S. - B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, M. A., and Kopp, - R. E.: Global downscaled projections for climate impacts research (GDPCIR): - preserving extremes for modeling future climate impacts, EGUsphere [preprint], - https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe code repository - may be cited using the following:\\n\\n> Diana Gergel, Kelly McCusker, Brewster - Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado (2022). ClimateImpactLab/downscaleCMIP6: - (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### ERA5\\n\\nAdditionally, - we request you cite the historical dataset used in bias correction and downscaling, - ERA5. See the [ECMWF guide to citing a dataset on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> - Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: - 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> - Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. - Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed - on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> - Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus - Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, - 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### - GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available - through the Earth System Grid Federation (ESGF) are subject to Creative Commons - [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA - 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate - Impact Lab has reached out to each of the modeling institutions to request - waivers from these terms so the outputs of this project may be used with fewer - restrictions, and has been granted permission to release the data using the - licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following - bias corrected and downscaled model simulations are available in the public - domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* - **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output - prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n - \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 - ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 - version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version - 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* - **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 - model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n - \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 - version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### - CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations - are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). - Note that this license requires citation of the source model output (included - here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* - **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, - Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, - Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; - Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, - Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, - Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, - Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; - Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 - model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n - \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, - Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, - Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; - Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, - Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, - Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, - Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; - Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output - prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n - \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; - Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; - Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, - Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 - model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n - \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, - Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; - Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, - Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared - for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* - **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; - Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; - Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. - Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n - \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, - Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, - Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; - SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* - **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC - CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP - Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 - version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* - **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme - **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version - 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n - \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, - Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; - SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* - **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. - Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* - **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium - EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* - **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; - SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* - **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* - **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* - **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, - Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, - Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, - Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen - M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, - Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; - Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; - Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; - Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, - P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. - *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n - \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; - Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, - Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; - Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, - Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, - Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; - Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; - Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, - Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 - model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n - \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; - McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; - Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, - Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; - Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, - David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, - Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, - John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry - W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; - Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 - model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n - \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; - Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, - John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, - Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL - GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* - **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; - Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output - prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n - \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for - CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; - SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* - **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n - \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, - Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, - Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, - Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, - Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. - Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n - \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; - Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; - Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, - Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, - Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. - Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* - **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. - *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP - Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. - *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* - **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; - Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; - Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, - Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, - J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; - Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, - Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; - Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n - \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; - Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; - Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, - Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; - Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; - Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, - Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; - Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; - Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; - Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, - Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; - Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich - **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. - Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* - **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, - Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; - Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de - Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; - Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, - Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; - Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, - Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n - \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; - Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, - Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; - von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; - Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, - Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, - Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, - Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von - Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, - Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; - Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR - model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n - \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model - output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n - \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* - **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk - Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model - output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n - \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* - **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, - \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model - output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n - \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* - **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, - Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. - *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n - \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; - Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy - **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; - SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n\\n#### - CC-BY-SA-4.0\\n\\nThe following bias corrected and downscaled model simulations - are licensed under a [Creative Commons Attribution-ShareAlike 4.0 International - License](https://creativecommons.org/licenses/by-sa/4.0/). Note that this - license requires citation of the source model output (included here) and requires - that derived works be shared under the same license. Please see https://creativecommons.org/licenses/by-sa/4.0/ - for more information. Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa.\\n\\n* - **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav - V.; Lazare, Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, - Vivek; Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; - Saenko, Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, - Larry; von Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. - *CCCma CanESM5 model output prepared for CMIP6 CMIP*. Version 20190429. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP - Citation:\\n\\n > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav - V.; Lazare, Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, - Vivek; Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; - Saenko, Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, - Larry; von Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. - *CCCma CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## - Acknowledgements\\n\\nThis work is the result of many years worth of work - by members of the [Climate Impact Lab](https://impactlab.org), but would not - have been possible without many contributions from across the wider scientific - and computing communities.\\n\\nSpecifically, we would like to acknowledge - the World Climate Research Programme's Working Group on Coupled Modeling, - which is responsible for CMIP, and we would like to thank the climate modeling - groups for producing and making their model output available. We would particularly - like to thank the modeling institutions whose results are included as an input - to this repository (listed above) for their contributions to the CMIP6 project - and for responding to and granting our requests for license waivers.\\n\\nWe - would also like to thank Lamont-Doherty Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) - (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) - and Google Cloud and the Google Public Datasets program for making the [CMIP6 - Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) - possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), - [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), - [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), - and [Charles Stern](https://github.com/cisaacstern) for the huge amount of - work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, - analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the - [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) - ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in - particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), - and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM - bias correction method in the xclim python package, supporting our QPLAD implementation - into the package, and ongoing support in integrating dask into downscaling - workflows. For method advice and useful conversations, we would like to thank - Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## - Financial support\\n\\nThis research has been supported by The Rockefeller - Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* - CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* - Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate - Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface - Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface - Air Temperature\"}},\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm - day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate - Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)\",\"msft:region\":\"westeurope\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '10873' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:36 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181836Z-r159ff9f48btt24zhC1YTO3p7g000000040g00000000gnu0 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip - response: - body: - string: '{"id":"naip","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/naip"},{"rel":"license","href":"https://www.fsa.usda.gov/help/policies-and-links/","title":"Public - Domain"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/naip","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"NAIP: - National Agriculture Imagery Program","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/naip.png","type":"image/png","roles":["thumbnail"],"title":"NAIP - thumbnail"},"geoparquet-items":{"href":"abfs://items/naip.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-124.784,24.744,-66.951,49.346],[-156.003,19.059,-154.809,20.127],[-67.316,17.871,-65.596,18.565],[-64.94,17.622,-64.56,17.814]]},"temporal":{"interval":[["2010-01-01T00:00:00Z","2023-12-31T00:00:00Z"]]}},"license":"proprietary","keywords":["NAIP","Aerial","Imagery","USDA","AFPO","Agriculture","United - States"],"providers":[{"url":"https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/","name":"USDA - Farm Service Agency","roles":["producer","licensor"]},{"url":"https://www.esri.com/","name":"Esri","roles":["processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"gsd":[0.3,0.6,1.0],"eo:bands":[{"name":"Red","common_name":"red","description":"visible - red"},{"name":"Green","common_name":"green","description":"visible green"},{"name":"Blue","common_name":"blue","description":"visible - blue"},{"name":"NIR","common_name":"nir","description":"near-infrared"}]},"description":"The - [National Agriculture Imagery Program](https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/) - (NAIP) \nprovides U.S.-wide, high-resolution aerial imagery, with four spectral - bands (R, G, B, IR). \nNAIP is administered by the [Aerial Field Photography - Office](https://www.fsa.usda.gov/programs-and-services/aerial-photography/) - (AFPO) \nwithin the [US Department of Agriculture](https://www.usda.gov/) - (USDA). \nData are captured at least once every three years for each state. - \nThis dataset represents NAIP data from 2010-present, in [cloud-optimized - GeoTIFF](https://www.cogeo.org/) format.\nYou can visualize the coverage of - current and past collections [here](https://naip-usdaonline.hub.arcgis.com/). - \n","item_assets":{"image":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"RGBIR - COG tile","eo:bands":[{"name":"Red","common_name":"red"},{"name":"Green","common_name":"green"},{"name":"Blue","common_name":"blue"},{"name":"NIR","common_name":"nir","description":"near-infrared"}]},"metadata":{"type":"text/plain","roles":["metadata"],"title":"FGDC - Metdata"},"thumbnail":{"type":"image/jpeg","roles":["thumbnail"],"title":"Thumbnail"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"naip","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"naipeuwest","msft:short_description":"NAIP - provides US-wide, high-resolution aerial imagery. This dataset includes NAIP - images from 2010 to the present."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1563' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:37 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181837Z-r159ff9f48bbxz4mhC1YTOmd4g000000034g00000000dss7 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class - response: - body: - string: '{"id":"io-lulc-9-class","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc-9-class"},{"rel":"related","href":"https://livingatlas.arcgis.com/landcover/"},{"rel":"license","href":"https://creativecommons.org/licenses/by/4.0/","type":"text/html","title":"CC - BY 4.0"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"10m - Annual Land Use Land Cover (9-class) V1","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-9-class.png","title":"10m - Annual Land Use Land Cover (9-class)","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/io-lulc-9-class.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-01-01T00:00:00Z","2023-01-01T00:00:00Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land - Cover","Land Use","Sentinel"],"providers":[{"url":"https://www.esri.com/","name":"Esri","roles":["licensor"]},{"url":"https://www.impactobservatory.com/","name":"Impact - Observatory","roles":["processor","producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"raster:bands":[{"nodata":0,"spatial_resolution":10}]},"description":"__Note__: - _A new version of this item is available for your use. This mature version - of the map remains available for use in existing applications. This item will - be retired in December 2024. There is 2023 data available in the newer [9-class - v2 dataset](https://planetarycomputer.microsoft.com/dataset/io-lulc-annual-v02)._\n\nTime - series of annual global maps of land use and land cover (LULC). It currently - has data from 2017-2022. The maps are derived from ESA Sentinel-2 imagery - at 10m resolution. Each map is a composite of LULC predictions for 9 classes - throughout the year in order to generate a representative snapshot of each - year.\n\nThis dataset was generated by [Impact Observatory](http://impactobservatory.com/), - who used billions of human-labeled pixels (curated by the National Geographic - Society) to train a deep learning model for land classification. The global - map was produced by applying this model to the Sentinel-2 annual scene collections - on the Planetary Computer. Each of the maps has an assessed average accuracy - of over 75%.\n\nThis map uses an updated model from the [10-class model](https://planetarycomputer.microsoft.com/dataset/io-lulc) - and combines Grass(formerly class 3) and Scrub (formerly class 6) into a single - Rangeland class (class 11). The original Esri 2020 Land Cover collection uses - 10 classes (Grass and Scrub separate) and an older version of the underlying - deep learning model. The Esri 2020 Land Cover map was also produced by Impact - Observatory. The map remains available for use in existing applications. - New applications should use the updated version of 2020 once it is available - in this collection, especially when using data from multiple years of this - time series, to ensure consistent classification.\n\nAll years are available - under a Creative Commons BY-4.0.","item_assets":{"data":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Global - land cover data","file:values":[{"values":[0],"summary":"No Data"},{"values":[1],"summary":"Water"},{"values":[2],"summary":"Trees"},{"values":[4],"summary":"Flooded - vegetation"},{"values":[5],"summary":"Crops"},{"values":[7],"summary":"Built - area"},{"values":[8],"summary":"Bare ground"},{"values":[9],"summary":"Snow/ice"},{"values":[10],"summary":"Clouds"},{"values":[11],"summary":"Rangeland"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"io-land-cover","msft:container":"io-lulc","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/label/v1.0.0/schema.json","https://stac-extensions.github.io/file/v2.1.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global - land cover information with 9 classes for 2017-2022 at 10m resolution"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1913' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:38 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181837Z-r159ff9f48bknxz5hC1YTOb2dg0000000da0000000008q8t - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity - response: - body: - string: "{\"id\":\"io-biodiversity\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-biodiversity\"},{\"rel\":\"license\",\"href\":\"https://creativecommons.org/licenses/by/4.0/\",\"type\":\"text/html\",\"title\":\"CC - BY 4.0\"},{\"rel\":\"about\",\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/io-biodiversity/Biodiversity_Intactness_whitepaper.pdf\",\"type\":\"application/pdf\",\"title\":\"Technical - White Paper\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/io-biodiversity\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Biodiversity - Intactness\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-biodiversity-thumb.png\",\"title\":\"Biodiversity - Intactness\",\"media_type\":\"image/png\"},\"geoparquet-items\":{\"href\":\"abfs://items/io-biodiversity.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"2017-01-01T00:00:00Z\",\"2020-12-31T23:59:59Z\"]]}},\"license\":\"CC-BY-4.0\",\"keywords\":[\"Global\",\"Biodiversity\"],\"providers\":[{\"url\":\"https://www.impactobservatory.com/\",\"name\":\"Impact - Observatory\",\"roles\":[\"processor\",\"producer\",\"licensor\"]},{\"url\":\"https://www.vizzuality.com/\",\"name\":\"Vizzuality\",\"roles\":[\"processor\"]},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"version\":[\"v1\"]},\"description\":\"Generated - by [Impact Observatory](https://www.impactobservatory.com/), in collaboration - with [Vizzuality](https://www.vizzuality.com/), these datasets estimate terrestrial - Biodiversity Intactness as 100-meter gridded maps for the years 2017-2020.\\n\\nMaps - depicting the intactness of global biodiversity have become a critical tool - for spatial planning and management, monitoring the extent of biodiversity - across Earth, and identifying critical remaining intact habitat. Yet, these - maps are often years out of date by the time they are available to scientists - and policy-makers. The datasets in this STAC Collection build on past studies - that map Biodiversity Intactness using the [PREDICTS database](https://onlinelibrary.wiley.com/doi/full/10.1002/ece3.2579) - of spatially referenced observations of biodiversity across 32,000 sites from - over 750 studies. The approach differs from previous work by modeling the - relationship between observed biodiversity metrics and contemporary, global, - geospatial layers of human pressures, with the intention of providing a high - resolution monitoring product into the future.\\n\\nBiodiversity intactness - is estimated as a combination of two metrics: Abundance, the quantity of individuals, - and Compositional Similarity, how similar the composition of species is to - an intact baseline. Linear mixed effects models are fit to estimate the predictive - capacity of spatial datasets of human pressures on each of these metrics and - project results spatially across the globe. These methods, as well as comparisons - to other leading datasets and guidance on interpreting results, are further - explained in a methods [white paper](https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/io-biodiversity/Biodiversity_Intactness_whitepaper.pdf) - entitled \u201CGlobal 100m Projections of Biodiversity Intactness for the - years 2017-2020.\u201D\\n\\nAll years are available under a Creative Commons - BY-4.0 license.\\n\",\"item_assets\":{\"data\":{\"type\":\"image/tiff; application=geotiff; - profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Biodiversity Intactness\",\"description\":\"Terrestrial - biodiversity intactness at 100m resolution\",\"raster:bands\":[{\"sampling\":\"area\",\"data_type\":\"float32\",\"spatial_resolution\":100}]}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:container\":\"impact\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"pcdata01euw\",\"msft:short_description\":\"Global - terrestrial biodiversity intactness at 100m resolution for years 2017-2020\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1873' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:38 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181838Z-r159ff9f48bsqs4rhC1YTOhcrc00000004r000000000f2sd - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi - response: - body: - string: "{\"id\":\"noaa-cdr-sea-surface-temperature-whoi\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA - CDR Sea Surface Temperature - WHOI Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi\",\"type\":\"text/html\",\"title\":\"Sea - Surface Temperature - WHOI CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/V5FB510W\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea - Surface Temperature - WHOI CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea - Surface Temperature - WHOI CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-whoi.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90,180,90]]},\"temporal\":{\"interval\":[[\"1988-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/V5FB510W\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Ocean\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National - Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI - is the Nation's leading authority for environmental data, and manage one of - the largest archives of atmospheric, coastal, geophysical, and oceanic research - in the world. NCEI contributes to the NESDIS mission by developing new products - and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The - Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate - Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean - Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data - are produced through modeling the diurnal variability in combination with - AVHRR SST observations. The final record is output to a 3-hourly 0.25\xB0 - resolution grid over the global ice-free oceans from January 1988\u2014present.\\n\\nThese - Cloud Optimized GeoTIFFs (COGs) were created from NetCDF files which are delivered - to Azure as part of the [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor - the NetCDF files, see collection `noaa-cdr-sea-surface-temperature-whoi-netcdf`.\\n\",\"item_assets\":{\"fill_missing_qc\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"sea_surface_temperature\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"degree - Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Clayson, - Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data - Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic - Data Center. doi:10.7289/V5FB510W\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-whoi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The - Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate - Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean - Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data - are produced through modeling the diurnal variability in combination with - AVHRR SST observations.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1796' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:39 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181838Z-r159ff9f48bsgctqhC1YTO55dw00000003zg000000002c11 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content - response: - body: - string: "{\"id\":\"noaa-cdr-ocean-heat-content\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA - CDR Ocean Heat Content Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content\",\"type\":\"text/html\",\"title\":\"Global - Ocean Heat Content CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/v53f4mvp\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Global - Ocean Heat Content CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Global - Ocean Heat Content CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-ocean-heat-content.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1972-03-01T00:00:00Z\",\"2022-03-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/v53f4mvp\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National - Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI - is the Nation's leading authority for environmental data, and manage one of - the largest archives of atmospheric, coastal, geophysical, and oceanic research - in the world. NCEI contributes to the NESDIS mission by developing new products - and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_cdr:interval\":[\"monthly\",\"seasonal\",\"yearly\",\"pentadal\"],\"noaa_cdr:max_depth\":[100,700,2000]},\"description\":\"The - Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content - anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal - (five-yearly) scales. This CDR quantifies ocean heat content change over time, - which is an essential metric for understanding climate change and the Earth's - energy budget. It provides time-series for multiple depth ranges in the global - ocean and each of the major basins (Atlantic, Pacific, and Indian) divided - by hemisphere (Northern, Southern).\\n\\nThese Cloud Optimized GeoTIFFs (COGs) - were created from NetCDF files which are delivered to Azure as part of the - [NOAA Open Data Dissemination (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor - the NetCDF files, see collection `noaa-cdr-ocean-heat-content-netcdf`.\\n\",\"item_assets\":{\"heat_content\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Ocean - Heat Content anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"10^18 joules\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_salinity\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean - salinity anomalies from WOA09\",\"raster:bands\":[{\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_temperature\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean - temperature anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"degrees Celsius\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_halosteric_sea_level\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean - halosteric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_thermosteric_sea_level\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean - thermosteric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]},\"mean_total_steric_sea_level\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"title\":\"Mean - total steric sea level anomalies from WOA09\",\"raster:bands\":[{\"unit\":\"millimeters\",\"nodata\":\"nan\",\"data_type\":\"float32\"}]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Levitus, - Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\xEDa, Hern\xE1n - E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, - Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature - anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric - sea level anomalies, and total steric sea level anomalies from 1955 to present - calculated from in situ oceanographic subsurface profile data (NCEI Accession - 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"ocean-heat-content\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The - Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content - anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal - (five-yearly) scales.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2140' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:39 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181839Z-r159ff9f48b6rnlxhC1YTO0cpg000000041g00000000dg43 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0 - response: - body: - string: "{\"id\":\"cil-gdpcir-cc0\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc0\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC0-1.0.html\",\"type\":\"text/html\",\"title\":\"Creative - Commons Zero v1.0 Universal\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project - homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL - Global Downscaled Projections for Climate Impacts Research (CC0-1.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC0-1.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate - Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate - Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"FGOALS-g3\",\"INM-CM4-8\",\"INM-CM5-0\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The - World Climate Research Programme's [6th Coupled Model Intercomparison Project - (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an - enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe - [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) - dataset makes this modeling more applicable to understanding the impacts of - changes in the climate on humans and society with two key developments: trend-preserving - bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) - provides global, daily minimum and maximum air temperature at the surface - (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) - corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 - scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## - Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary - Computer. The dataset is made of of three collections, distinguished by data - license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* - [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n\\nEach - modeling center with bias corrected and downscaled data in this collection - falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc0#available-institutions-models-and-scenarios-by-license-collection) - to see which model is in each collection, and see the section below on [Citing, - Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc0#citing-licensing-and-using-data-produced-by-this-project) - for citations and additional information about each license.\\n\\n## Data - format & contents\\n\\nThe data is stored as partitioned zarr stores (see - [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which - includes thousands of data and metadata files covering the full time span - of the experiment. Historical zarr stores contain just over 50 GB, while SSP - zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with - dimensions time (daily datetime), lat (float latitude), and lon (float longitude). - The data is chunked at each interval of 365 days and 90 degree interval of - latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each - chunk occupying approximately 180MB in memory.\\n\\nHistorical data is daily, - excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, - excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, - depending on data availability in the source GCM.\\n\\nThe spatial domain - covers all 0.25-degree grid cells, indexed by the grid center, with grid edges - on the quarter-degree, using a -180 to 180 longitude convention. Thus, the - \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D - coordinate extends from -89.875 to 89.875, with intermediate values at each - 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## - Available institutions, models, and scenarios by license collection\\n\\n| - Modeling institution | Source model | Available experiments - \ | License collection |\\n| -------------------- | ----------------- - | ------------------------------------------ | ---------------------- |\\n| - CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 - \ | Public domain datasets |\\n| INM | INM-CM4-8 - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets - |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, - and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| - CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 - \ | CC-BY-40 |\\n| CMCC | CMCC-ESM2 | - ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40 |\\n| - CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | - CC-BY-40 |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, - SSP2-4.5, and SSP3-7.0 | CC-BY-40 |\\n| MIROC | - MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| MIROC | MIROC6 | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MOHC | - HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 - \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MPI-M | - MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and - SSP5-8.5 | CC-BY-40 |\\n| NCC | - NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| NCC | NorESM2-MM | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NOAA-GFDL - \ | GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | - CC-BY-40 |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NUIST | - NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, - ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| EC-Earth-Consortium - \ | EC-Earth3-AerChem | ssp370 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and - ssp585 | CC-BY-40 |\\n| EC-Earth-Consortium - \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, - ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| CCCma | - CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40[^3] - \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 - precipitation data was available. Therefore, we provide `tasmin` and `tamax` - for this model and experiment, but not `pr`. All other model/experiment combinations - in the above table include all three variables.\\n\\n[^2]: The institution - which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while - the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution - component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` - scenarios.\\n\\n[^3]: This dataset was previously licensed as [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/), - but was relicensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0) - in March, 2023. \\n\\n## Project methods\\n\\nThis project makes use of statistical - bias correction and downscaling algorithms, which are specifically designed - to accurately represent changes in the extremes. For this reason, we selected - Quantile Delta Mapping (QDM), following the method introduced by [Cannon et - al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific - trends from the GCM while fitting the full distribution for a given day-of-year - to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored - to increase spatial resolution while preserving extreme behavior, Quantile-Preserving - Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide - a robust means to handle both the central and tail behavior seen in climate - model output, while aligning the full distribution to a state-of-the-art reanalysis - dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor - further documentation, see [Global downscaled projections for climate impacts - research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) - (EGUsphere, 2022 [preprint]).\\n\\n\\n## Citing, licensing, and using data - produced by this project\\n\\nProjects making use of the data produced as - part of the Climate Impact Lab Global Downscaled Projections for Climate Impacts - Research (CIL GDPCIR) project are requested to cite both this project and - the source datasets from which these results are derived. Additionally, the - use of data derived from some GCMs *requires* citations, and some modeling - centers impose licensing restrictions & requirements on derived works. See - each GCM's license info in the links below for more information.\\n\\n### - CIL GDPCIR\\n\\nUsers are requested to cite this project in derived works. - Our method documentation paper may be cited using the following:\\n\\n> Gergel, - D. R., Malevich, S. B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, - M. A., and Kopp, R. E.: Global downscaled projections for climate impacts - research (GDPCIR): preserving extremes for modeling future climate impacts, - EGUsphere [preprint], https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe - code repository may be cited using the following:\\n\\n> Diana Gergel, Kelly - McCusker, Brewster Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado - (2022). ClimateImpactLab/downscaleCMIP6: (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### - ERA5\\n\\nAdditionally, we request you cite the historical dataset used in - bias correction and downscaling, ERA5. See the [ECMWF guide to citing a dataset - on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> - Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: - 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> - Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. - Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed - on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> - Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus - Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, - 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### - GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available - through the Earth System Grid Federation (ESGF) are subject to Creative Commons - [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA - 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate - Impact Lab has reached out to each of the modeling institutions to request - waivers from these terms so the outputs of this project may be used with fewer - restrictions, and has been granted permission to release the data using the - licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following - bias corrected and downscaled model simulations are available in the public - domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* - **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output - prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n - \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 - ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 - version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version - 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* - **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 - model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n - \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 - version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### - CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations - are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). - Note that this license requires citation of the source model output (included - here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* - **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, - Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, - Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; - Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, - Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, - Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, - Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; - Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 - model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n - \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, - Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, - Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; - Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, - Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, - Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, - Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; - Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output - prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n - \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; - Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; - Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, - Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 - model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n - \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, - Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; - Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, - Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared - for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* - **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; - Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; - Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. - Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n - \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, - Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, - Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; - SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* - **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC - CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP - Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 - version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* - **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme - **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version - 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n - \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, - Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; - SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* - **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. - Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* - **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium - EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* - **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; - SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* - **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* - **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* - **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, - Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, - Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, - Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen - M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, - Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; - Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; - Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; - Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, - P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. - *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n - \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; - Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, - Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; - Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, - Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, - Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; - Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; - Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, - Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 - model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n - \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; - McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; - Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, - Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; - Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, - David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, - Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, - John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry - W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; - Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 - model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n - \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; - Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, - John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, - Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL - GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* - **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; - Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output - prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n - \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for - CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; - SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* - **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n - \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, - Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, - Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, - Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, - Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. - Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n - \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; - Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; - Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, - Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, - Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. - Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* - **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. - *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP - Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. - *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* - **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; - Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; - Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, - Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, - J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; - Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, - Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; - Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n - \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; - Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; - Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, - Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; - Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; - Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, - Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; - Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; - Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; - Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, - Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; - Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich - **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. - Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* - **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, - Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; - Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de - Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; - Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, - Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; - Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, - Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n - \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; - Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, - Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; - von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; - Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, - Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, - Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, - Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von - Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, - Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; - Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR - model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n - \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model - output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n - \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* - **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk - Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model - output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n - \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* - **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, - \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model - output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n - \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* - **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, - Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. - *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n - \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; - Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy - **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; - SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n\\n* - **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt). - Note: this dataset was previously licensed\\n under CC BY-SA 4.0, but was - relicensed as CC BY 4.0 in March, 2023.\\n\\n CMIP Citation:\\n\\n > Swart, - Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, Mike; Scinocca, - John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; Christian, James - R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, Oleg A.; Seiler, - Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von Salzen, Knut; - Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma CanESM5 model - output prepared for CMIP6 CMIP*. Version 20190429. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP Citation:\\n\\n - \ > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, - Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; - Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, - Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von - Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma - CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## Acknowledgements\\n\\nThis - work is the result of many years worth of work by members of the [Climate - Impact Lab](https://impactlab.org), but would not have been possible without - many contributions from across the wider scientific and computing communities.\\n\\nSpecifically, - we would like to acknowledge the World Climate Research Programme's Working - Group on Coupled Modeling, which is responsible for CMIP, and we would like - to thank the climate modeling groups for producing and making their model - output available. We would particularly like to thank the modeling institutions - whose results are included as an input to this repository (listed above) for - their contributions to the CMIP6 project and for responding to and granting - our requests for license waivers.\\n\\nWe would also like to thank Lamont-Doherty - Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) - (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) - and Google Cloud and the Google Public Datasets program for making the [CMIP6 - Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) - possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), - [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), - [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), - and [Charles Stern](https://github.com/cisaacstern) for the huge amount of - work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, - analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the - [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) - ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in - particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), - and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM - bias correction method in the xclim python package, supporting our QPLAD implementation - into the package, and ongoing support in integrating dask into downscaling - workflows. For method advice and useful conversations, we would like to thank - Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## - Financial support\\n\\nThis research has been supported by The Rockefeller - Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* - CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* - Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate - Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface - Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface - Air Temperature\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm - day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate - Impact Lab Global Downscaled Projections for Climate Impacts Research (CC0-1.0)\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '10864' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:40 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181839Z-r159ff9f48bstrz7hC1YTOnvug0000000d9g00000000a886 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by - response: - body: - string: "{\"id\":\"cil-gdpcir-cc-by\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/cil-gdpcir-cc-by\"},{\"rel\":\"license\",\"href\":\"https://spdx.org/licenses/CC-BY-4.0.html\",\"type\":\"text/html\",\"title\":\"Creative - Commons Attribution 4.0 International\"},{\"rel\":\"cite-as\",\"href\":\"https://zenodo.org/record/6403794\",\"type\":\"text/html\"},{\"rel\":\"describedby\",\"href\":\"https://github.com/ClimateImpactLab/downscaleCMIP6/\",\"type\":\"text/html\",\"title\":\"Project - homepage\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"CIL - Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/cil-gdpcir-cc-by.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format.\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180,-90,180,90]]},\"temporal\":{\"interval\":[[\"1950-01-01T00:00:00Z\",\"2100-12-31T00:00:00Z\"]]}},\"license\":\"CC-BY-4.0\",\"sci:doi\":\"10.5194/egusphere-2022-1513\",\"keywords\":[\"CMIP6\",\"Climate - Impact Lab\",\"Rhodium Group\",\"Precipitation\",\"Temperature\"],\"providers\":[{\"url\":\"https://impactlab.org/\",\"name\":\"Climate - Impact Lab\",\"roles\":[\"producer\"]},{\"url\":\"https://planetarycomputer.microsoft.com/\",\"name\":\"Microsoft\",\"roles\":[\"host\"]}],\"summaries\":{\"cmip6:variable\":[\"pr\",\"tasmax\",\"tasmin\"],\"cmip6:source_id\":[\"BCC-CSM2-MR\",\"ACCESS-ESM1-5\",\"ACCESS-CM2\",\"MIROC-ES2L\",\"MIROC6\",\"NorESM2-LM\",\"NorESM2-MM\",\"GFDL-CM4\",\"GFDL-ESM4\",\"NESM3\",\"MPI-ESM1-2-HR\",\"HadGEM3-GC31-LL\",\"UKESM1-0-LL\",\"MPI-ESM1-2-LR\",\"EC-Earth3\",\"EC-Earth3-AerChem\",\"EC-Earth3-CC\",\"EC-Earth3-Veg\",\"EC-Earth3-Veg-LR\",\"CMCC-CM2-SR5\",\"CMCC-ESM2\"],\"cmip6:experiment_id\":[\"historical\",\"ssp126\",\"ssp245\",\"ssp370\",\"ssp585\"],\"cmip6:institution_id\":[\"BCC\",\"CAS\",\"CCCma\",\"CMCC\",\"CSIRO\",\"CSIRO-ARCCSS\",\"DKRZ\",\"EC-Earth-Consortium\",\"INM\",\"MIROC\",\"MOHC\",\"MPI-M\",\"NCC\",\"NOAA-GFDL\",\"NUIST\"]},\"description\":\"The - World Climate Research Programme's [6th Coupled Model Intercomparison Project - (CMIP6)](https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6) represents an - enormous advance in the quality, detail, and scope of climate modeling.\\n\\nThe - [Global Downscaled Projections for Climate Impacts Research](https://github.com/ClimateImpactLab/downscaleCMIP6) - dataset makes this modeling more applicable to understanding the impacts of - changes in the climate on humans and society with two key developments: trend-preserving - bias correction and downscaling. In this dataset, the [Climate Impact Lab](https://impactlab.org) - provides global, daily minimum and maximum air temperature at the surface - (`tasmin` and `tasmax`) and daily cumulative surface precipitation (`pr`) - corresponding to the CMIP6 historical, ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 - scenarios for 25 global climate models on a 1/4-degree regular global grid.\\n\\n## - Accessing the data\\n\\nGDPCIR data can be accessed on the Microsoft Planetary - Computer. The dataset is made of of three collections, distinguished by data - license:\\n* [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0)\\n* - [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by)\\n\\nEach - modeling center with bias corrected and downscaled data in this collection - falls into one of these license categories - see the [table below](/dataset/cil-gdpcir-cc-by#available-institutions-models-and-scenarios-by-license-collection) - to see which model is in each collection, and see the section below on [Citing, - Licensing, and using data produced by this project](/dataset/cil-gdpcir-cc-by#citing-licensing-and-using-data-produced-by-this-project) - for citations and additional information about each license.\\n\\n## Data - format & contents\\n\\nThe data is stored as partitioned zarr stores (see - [https://zarr.readthedocs.io](https://zarr.readthedocs.io)), each of which - includes thousands of data and metadata files covering the full time span - of the experiment. Historical zarr stores contain just over 50 GB, while SSP - zarr stores contain nearly 70GB. Each store is stored as a 32-bit float, with - dimensions time (daily datetime), lat (float latitude), and lon (float longitude). - The data is chunked at each interval of 365 days and 90 degree interval of - latitude and longitude. Therefore, each chunk is `(365, 360, 360)`, with each - chunk occupying approximately 180MB in memory.\\n\\nHistorical data is daily, - excluding leap days, from Jan 1, 1950 to Dec 31, 2014; SSP data is daily, - excluding leap days, from Jan 1, 2015 to either Dec 31, 2099 or Dec 31, 2100, - depending on data availability in the source GCM.\\n\\nThe spatial domain - covers all 0.25-degree grid cells, indexed by the grid center, with grid edges - on the quarter-degree, using a -180 to 180 longitude convention. Thus, the - \u201Clon\u201D coordinate extends from -179.875 to 179.875, and the \u201Clat\u201D - coordinate extends from -89.875 to 89.875, with intermediate values at each - 0.25-degree increment between (e.g. -179.875, -179.625, -179.375, etc).\\n\\n## - Available institutions, models, and scenarios by license collection\\n\\n| - Modeling institution | Source model | Available experiments - \ | License collection |\\n| -------------------- | ----------------- - | ------------------------------------------ | ---------------------- |\\n| - CAS | FGOALS-g3 [^1] | SSP2-4.5, SSP3-7.0, and SSP5-8.5 - \ | Public domain datasets |\\n| INM | INM-CM4-8 - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | Public domain datasets - |\\n| INM | INM-CM5-0 | SSP1-2.6, SSP2-4.5, SSP3-7.0, - and SSP5-8.5 | Public domain datasets |\\n| BCC | BCC-CSM2-MR - \ | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| - CMCC | CMCC-CM2-SR5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 - \ | CC-BY-40 |\\n| CMCC | CMCC-ESM2 | - ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40 |\\n| - CSIRO-ARCCSS | ACCESS-CM2 | SSP2-4.5 and SSP3-7.0 | - CC-BY-40 |\\n| CSIRO | ACCESS-ESM1-5 | SSP1-2.6, - SSP2-4.5, and SSP3-7.0 | CC-BY-40 |\\n| MIROC | - MIROC-ES2L | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| MIROC | MIROC6 | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MOHC | - HadGEM3-GC31-LL | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 - \ |\\n| MOHC | UKESM1-0-LL | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| MPI-M | - MPI-ESM1-2-LR | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| MPI-M/DKRZ [^2] | MPI-ESM1-2-HR | SSP1-2.6 and - SSP5-8.5 | CC-BY-40 |\\n| NCC | - NorESM2-LM | SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 - \ |\\n| NCC | NorESM2-MM | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NOAA-GFDL - \ | GFDL-CM4 | SSP2-4.5 and SSP5-8.5 | - CC-BY-40 |\\n| NOAA-GFDL | GFDL-ESM4 | SSP1-2.6, - SSP2-4.5, SSP3-7.0, and SSP5-8.5 | CC-BY-40 |\\n| NUIST | - NESM3 | SSP1-2.6, SSP2-4.5, and SSP5-8.5 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3 | ssp1-2.6, - ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| EC-Earth-Consortium - \ | EC-Earth3-AerChem | ssp370 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3-CC | ssp245 and - ssp585 | CC-BY-40 |\\n| EC-Earth-Consortium - \ | EC-Earth3-Veg | ssp1-2.6, ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 - \ |\\n| EC-Earth-Consortium | EC-Earth3-Veg-LR | ssp1-2.6, - ssp2-4.5, ssp3-7.0, and ssp5-8.5 | CC-BY-40 |\\n| CCCma | - CanESM5 | ssp1-2.6, ssp2-4.5, ssp3-7.0, ssp5-8.5 | CC-BY-40[^3] - \ |\\n\\n*Notes:*\\n\\n[^1]: At the time of running, no ssp1-2.6 - precipitation data was available. Therefore, we provide `tasmin` and `tamax` - for this model and experiment, but not `pr`. All other model/experiment combinations - in the above table include all three variables.\\n\\n[^2]: The institution - which ran MPI-ESM1-2-HR\u2019s historical (CMIP) simulations is `MPI-M`, while - the future (ScenarioMIP) simulations were run by `DKRZ`. Therefore, the institution - component of `MPI-ESM1-2-HR` filepaths differ between `historical` and `SSP` - scenarios.\\n\\n[^3]: This dataset was previously licensed as [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/), - but was relicensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0) - in March, 2023. \\n\\n## Project methods\\n\\nThis project makes use of statistical - bias correction and downscaling algorithms, which are specifically designed - to accurately represent changes in the extremes. For this reason, we selected - Quantile Delta Mapping (QDM), following the method introduced by [Cannon et - al. (2015)](https://doi.org/10.1175/JCLI-D-14-00754.1), which preserves quantile-specific - trends from the GCM while fitting the full distribution for a given day-of-year - to a reference dataset (ERA5).\\n\\nWe then introduce a similar method tailored - to increase spatial resolution while preserving extreme behavior, Quantile-Preserving - Localized-Analog Downscaling (QPLAD).\\n\\nTogether, these methods provide - a robust means to handle both the central and tail behavior seen in climate - model output, while aligning the full distribution to a state-of-the-art reanalysis - dataset and providing the spatial granularity needed to study surface impacts.\\n\\nFor - further documentation, see [Global downscaled projections for climate impacts - research (GDPCIR): preserving extremes for modeling future climate impacts](https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1513/) - (EGUsphere, 2022 [preprint]).\\n\\n## Citing, licensing, and using data produced - by this project\\n\\nProjects making use of the data produced as part of the - Climate Impact Lab Global Downscaled Projections for Climate Impacts Research - (CIL GDPCIR) project are requested to cite both this project and the source - datasets from which these results are derived. Additionally, the use of data - derived from some GCMs *requires* citations, and some modeling centers impose - licensing restrictions & requirements on derived works. See each GCM's license - info in the links below for more information.\\n\\n### CIL GDPCIR\\n\\nUsers - are requested to cite this project in derived works. Our method documentation - paper may be cited using the following:\\n\\n> Gergel, D. R., Malevich, S. - B., McCusker, K. E., Tenezakis, E., Delgado, M. T., Fish, M. A., and Kopp, - R. E.: Global downscaled projections for climate impacts research (GDPCIR): - preserving extremes for modeling future climate impacts, EGUsphere [preprint], - https://doi.org/10.5194/egusphere-2022-1513, 2023. \\n\\nThe code repository - may be cited using the following:\\n\\n> Diana Gergel, Kelly McCusker, Brewster - Malevich, Emile Tenezakis, Meredith Fish, Michael Delgado (2022). ClimateImpactLab/downscaleCMIP6: - (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.6403794\\n\\n### ERA5\\n\\nAdditionally, - we request you cite the historical dataset used in bias correction and downscaling, - ERA5. See the [ECMWF guide to citing a dataset on the Climate Data Store](https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it):\\n\\n> - Hersbach, H, et al. The ERA5 global reanalysis. Q J R Meteorol Soc.2020; 146: - 1999\u20132049. DOI: [10.1002/qj.3803](https://doi.org/10.1002/qj.3803)\\n>\\n> - Mu\xF1oz Sabater, J., (2019): ERA5-Land hourly data from 1981 to present. - Copernicus Climate Change Service (C3S) Climate Data Store (CDS). (Accessed - on June 4, 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n>\\n> - Mu\xF1oz Sabater, J., (2021): ERA5-Land hourly data from 1950 to 1980. Copernicus - Climate Change Service (C3S) Climate Data Store (CDS). (Accessed on June 4, - 2021), DOI: [10.24381/cds.e2161bac](https://doi.org/10.24381/cds.e2161bac)\\n\\n### - GCM-specific citations & licenses\\n\\nThe CMIP6 simulation data made available - through the Earth System Grid Federation (ESGF) are subject to Creative Commons - [BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) or [BY-NC-SA - 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) licenses. The Climate - Impact Lab has reached out to each of the modeling institutions to request - waivers from these terms so the outputs of this project may be used with fewer - restrictions, and has been granted permission to release the data using the - licenses listed here.\\n\\n#### Public Domain Datasets\\n\\nThe following - bias corrected and downscaled model simulations are available in the public - domain using a [CC0 1.0 Universal Public Domain Declaration](https://creativecommons.org/publicdomain/zero/1.0/). - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0.\\n\\n* - **FGOALS-g3**\\n\\n License description: [data_licenses/FGOALS-g3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/FGOALS-g3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output - prepared for CMIP6 CMIP*. Version 20190826. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1783\\n\\n ScenarioMIP Citation:\\n\\n - \ > Li, Lijuan **(2019)**. *CAS FGOALS-g3 model output prepared for CMIP6 - ScenarioMIP*. SSP1-2.6 version 20190818; SSP2-4.5 version 20190818; SSP3-7.0 - version 20190820; SSP5-8.5 tasmax version 20190819; SSP5-8.5 tasmin version - 20190819; SSP5-8.5 pr version 20190818. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2056\\n\\n\\n* - **INM-CM4-8**\\n\\n License description: [data_licenses/INM-CM4-8.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM4-8.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM4-8 model output prepared for CMIP6 CMIP*. Version 20190530. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1422\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM4-8 - model output prepared for CMIP6 ScenarioMIP*. Version 20190603. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12321\\n\\n\\n* **INM-CM5-0**\\n\\n - \ License description: [data_licenses/INM-CM5-0.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/INM-CM5-0.txt)\\n\\n - \ CMIP Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; - Lykossov, Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, - Sergey; Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. - *INM INM-CM5-0 model output prepared for CMIP6 CMIP*. Version 20190610. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1423\\n\\n ScenarioMIP - Citation:\\n\\n > Volodin, Evgeny; Mortikov, Evgeny; Gritsun, Andrey; Lykossov, - Vasily; Galin, Vener; Diansky, Nikolay; Gusev, Anatoly; Kostrykin, Sergey; - Iakovlev, Nikolay; Shestakova, Anna; Emelina, Svetlana **(2019)**. *INM INM-CM5-0 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20190619; SSP2-4.5 - version 20190619; SSP3-7.0 version 20190618; SSP5-8.5 version 20190724. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.12322\\n\\n\\n#### - CC-BY-4.0\\n\\nThe following bias corrected and downscaled model simulations - are licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). - Note that this license requires citation of the source model output (included - here). Please see https://creativecommons.org/licenses/by/4.0/ for more information. - Access the collection on Planetary Computer at https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by.\\n\\n* - **ACCESS-CM2**\\n\\n License description: [data_licenses/ACCESS-CM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-CM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, - Russell; Harman, Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, - Siobhan; Rashid, Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; - Vohralik, Peter; Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, - Roger; Dias, Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, - Aidan; Savita, Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, - Ben; Richards, Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; - Snow, Kate; Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 - model output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2281\\n\\n ScenarioMIP Citation:\\n\\n - \ > Dix, Martin; Bi, Doahua; Dobrohotoff, Peter; Fiedler, Russell; Harman, - Ian; Law, Rachel; Mackallah, Chloe; Marsland, Simon; O'Farrell, Siobhan; Rashid, - Harun; Srbinovsky, Jhan; Sullivan, Arnold; Trenham, Claire; Vohralik, Peter; - Watterson, Ian; Williams, Gareth; Woodhouse, Matthew; Bodman, Roger; Dias, - Fabio Boeira; Domingues, Catia; Hannah, Nicholas; Heerdegen, Aidan; Savita, - Abhishek; Wales, Scott; Allen, Chris; Druken, Kelsey; Evans, Ben; Richards, - Clare; Ridzwan, Syazwan Mohamed; Roberts, Dale; Smillie, Jon; Snow, Kate; - Ward, Marshall; Yang, Rui **(2019)**. *CSIRO-ARCCSS ACCESS-CM2 model output - prepared for CMIP6 ScenarioMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2285\\n\\n\\n* **ACCESS-ESM1-5**\\n\\n - \ License description: [data_licenses/ACCESS-ESM1-5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/ACCESS-ESM1-5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; - Law, Rachel; Bodman, Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; - Srbinovsky, Jhan; Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, - Arnold; O'Farrell, Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 - model output prepared for CMIP6 CMIP*. Version 20191115. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.2288\\n\\n ScenarioMIP Citation:\\n\\n - \ > Ziehn, Tilo; Chamberlain, Matthew; Lenton, Andrew; Law, Rachel; Bodman, - Roger; Dix, Martin; Wang, Yingping; Dobrohotoff, Peter; Srbinovsky, Jhan; - Stevens, Lauren; Vohralik, Peter; Mackallah, Chloe; Sullivan, Arnold; O'Farrell, - Siobhan; Druken, Kelsey **(2019)**. *CSIRO ACCESS-ESM1.5 model output prepared - for CMIP6 ScenarioMIP*. Version 20191115. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2291\\n\\n\\n* - **BCC-CSM2-MR**\\n\\n License description: [data_licenses/BCC-CSM2-MR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/BCC-CSM2-MR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Xin, Xiaoge; Zhang, Jie; Zhang, Fang; Wu, Tongwen; - Shi, Xueli; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; - Wei, Min **(2018)**. *BCC BCC-CSM2MR model output prepared for CMIP6 CMIP*. - Version 20181126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1725\\n\\n - \ ScenarioMIP Citation:\\n\\n > Xin, Xiaoge; Wu, Tongwen; Shi, Xueli; Zhang, - Fang; Li, Jianglong; Chu, Min; Liu, Qianxia; Yan, Jinghui; Ma, Qiang; Wei, - Min **(2019)**. *BCC BCC-CSM2MR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190315; SSP2-4.5 version 20190318; SSP3-7.0 version 20190318; - SSP5-8.5 version 20190318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1732\\n\\n\\n* - **CMCC-CM2-SR5**\\n\\n License description: [data_licenses/CMCC-CM2-SR5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-CM2-SR5.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC - CMCC-CM2-SR5 model output prepared for CMIP6 CMIP*. Version 20200616. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1362\\n\\n ScenarioMIP - Citation:\\n\\n > Lovato, Tomas; Peano, Daniele **(2020)**. *CMCC CMCC-CM2-SR5 - model output prepared for CMIP6 ScenarioMIP*. SSP1-2.6 version 20200717; SSP2-4.5 - version 20200617; SSP3-7.0 version 20200622; SSP5-8.5 version 20200622. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1365\\n\\n\\n* - **CMCC-ESM2**\\n\\n License description: [data_licenses/CMCC-ESM2.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CMCC-ESM2.txt)\\n\\n - \ CMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, Momme - **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 CMIP*. Version - 20210114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13164\\n\\n - \ ScenarioMIP Citation:\\n\\n > Lovato, Tomas; Peano, Daniele; Butensch\xF6n, - Momme **(2021)**. *CMCC CMCC-ESM2 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20210126; SSP2-4.5 version 20210129; SSP3-7.0 version 20210202; - SSP5-8.5 version 20210126. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.13168\\n\\n\\n* - **EC-Earth3-AerChem**\\n\\n License description: [data_licenses/EC-Earth3-AerChem.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-AerChem.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-AerChem model output prepared for CMIP6 CMIP*. Version 20200624. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.639\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-AerChem model output prepared for CMIP6 ScenarioMIP*. - Version 20200827. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.724\\n\\n\\n* - **EC-Earth3-CC**\\n\\n License description: [data_licenses/EC-Earth3-CC.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-CC.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth-3-CC model output prepared for CMIP6 CMIP*. Version 20210113. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.640\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2021)**. *EC-Earth-Consortium - EC-Earth3-CC model output prepared for CMIP6 ScenarioMIP*. Version 20210113. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.15327\\n\\n\\n* - **EC-Earth3-Veg-LR**\\n\\n License description: [data_licenses/EC-Earth3-Veg-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. *EC-Earth-Consortium - EC-Earth3-Veg-LR model output prepared for CMIP6 CMIP*. Version 20200217. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.643\\n\\n - \ ScenarioMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2020)**. - *EC-Earth-Consortium EC-Earth3-Veg-LR model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20201201; SSP2-4.5 version 20201123; SSP3-7.0 version 20201123; - SSP5-8.5 version 20201201. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.728\\n\\n\\n* - **EC-Earth3-Veg**\\n\\n License description: [data_licenses/EC-Earth3-Veg.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3-Veg.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 CMIP*. Version 20200225. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.642\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3-Veg model output prepared for CMIP6 ScenarioMIP*. Version 20200225. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.727\\n\\n\\n* - **EC-Earth3**\\n\\n License description: [data_licenses/EC-Earth3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/EC-Earth3.txt)\\n\\n - \ CMIP Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 CMIP*. Version 20200310. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.181\\n\\n ScenarioMIP - Citation:\\n\\n > EC-Earth Consortium (EC-Earth) **(2019)**. *EC-Earth-Consortium - EC-Earth3 model output prepared for CMIP6 ScenarioMIP*. Version 20200310. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.251\\n\\n\\n* - **GFDL-CM4**\\n\\n License description: [data_licenses/GFDL-CM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-CM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, - Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, - Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Bushuk, Mitchell; Dunne, - Krista A.; Dussin, Raphael; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen - M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; Malyshev, - Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; - Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; - Silvers, Levi; Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; - Dunne, John P.; Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, - P.C.D; Shevliakova, Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. - *NOAA-GFDL GFDL-CM4 model output*. Version 20180701. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1402\\n\\n ScenarioMIP Citation:\\n\\n - \ > Guo, Huan; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; - Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, - Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; - Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, - Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, - Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Shao, Andrew; Silvers, Levi; - Wyman, Bruce; Yan, Xiaoqin; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; - Held, Isaac M; Krasting, John P.; Horowitz, Larry W.; Milly, Chris; Shevliakova, - Elena; Winton, Michael; Zhao, Ming; Zhang, Rong **(2018)**. *NOAA-GFDL GFDL-CM4 - model output prepared for CMIP6 ScenarioMIP*. Version 20180701. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.9242\\n\\n\\n* **GFDL-ESM4**\\n\\n - \ License description: [data_licenses/GFDL-ESM4.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/GFDL-ESM4.txt)\\n\\n - \ CMIP Citation:\\n\\n > Krasting, John P.; John, Jasmin G; Blanton, Chris; - McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; - Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; - Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, - Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; - Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, - David J; Ploshay, Jeffrey; Reichl, Brandon G; Schwarzkopf, Daniel M; Seman, - Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, - John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry - W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; - Wittenberg, Andrew T.; Xie, Yuanyu; Zhao, Ming **(2018)**. *NOAA-GFDL GFDL-ESM4 - model output prepared for CMIP6 CMIP*. Version 20190726. Earth System Grid - Federation. https://doi.org/10.22033/ESGF/CMIP6.1407\\n\\n ScenarioMIP Citation:\\n\\n - \ > John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; - Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Dunne, - John P.; Dussin, Raphael; Horowitz, Larry W.; Krasting, John P.; Lin, Pu; - Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Shevliakova, Elena; Silvers, - Levi; Stock, Charles; Winton, Michael; Zeng, Yujin **(2018)**. *NOAA-GFDL - GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP*. Version 20180701. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414\\n\\n\\n* - **HadGEM3-GC31-LL**\\n\\n License description: [data_licenses/HadGEM3-GC31-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/HadGEM3-GC31-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Ridley, Jeff; Menary, Matthew; Kuhlbrodt, Till; - Andrews, Martin; Andrews, Tim **(2018)**. *MOHC HadGEM3-GC31-LL model output - prepared for CMIP6 CMIP*. Version 20190624. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.419\\n\\n ScenarioMIP Citation:\\n\\n - \ > Good, Peter **(2019)**. *MOHC HadGEM3-GC31-LL model output prepared for - CMIP6 ScenarioMIP*. SSP1-2.6 version 20200114; SSP2-4.5 version 20190908; - SSP5-8.5 version 20200114. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.10845\\n\\n\\n* - **MIROC-ES2L**\\n\\n License description: [data_licenses/MIROC-ES2L.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC-ES2L.txt)\\n\\n - \ CMIP Citation:\\n\\n > Hajima, Tomohiro; Abe, Manabu; Arakawa, Osamu; Suzuki, - Tatsuo; Komuro, Yoshiki; Ogura, Tomoo; Ogochi, Koji; Watanabe, Michio; Yamamoto, - Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, Akinori; Yamazaki, - Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, Michio; Tachiiri, - Kaoru **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 CMIP*. - Version 20191129. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.902\\n\\n - \ ScenarioMIP Citation:\\n\\n > Tachiiri, Kaoru; Abe, Manabu; Hajima, Tomohiro; - Arakawa, Osamu; Suzuki, Tatsuo; Komuro, Yoshiki; Ogochi, Koji; Watanabe, Michio; - Yamamoto, Akitomo; Tatebe, Hiroaki; Noguchi, Maki A.; Ohgaito, Rumi; Ito, - Akinori; Yamazaki, Dai; Ito, Akihiko; Takata, Kumiko; Watanabe, Shingo; Kawamiya, - Michio **(2019)**. *MIROC MIROC-ES2L model output prepared for CMIP6 ScenarioMIP*. - Version 20200318. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.936\\n\\n\\n* - **MIROC6**\\n\\n License description: [data_licenses/MIROC6.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MIROC6.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tatebe, Hiroaki; Watanabe, Masahiro **(2018)**. - *MIROC MIROC6 model output prepared for CMIP6 CMIP*. Version 20191016. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.881\\n\\n ScenarioMIP - Citation:\\n\\n > Shiogama, Hideo; Abe, Manabu; Tatebe, Hiroaki **(2019)**. - *MIROC MIROC6 model output prepared for CMIP6 ScenarioMIP*. Version 20191016. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.898\\n\\n\\n* - **MPI-ESM1-2-HR**\\n\\n License description: [data_licenses/MPI-ESM1-2-HR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-HR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; - Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; - Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, - Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, - J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; - Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, - Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; - Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-HR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741\\n\\n - \ ScenarioMIP Citation:\\n\\n > Schupfner, Martin; Wieners, Karl-Hermann; - Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; - Fr\xFCh, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, - Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; - Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\xF6rg; - Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, - Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; - Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; - Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; - Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; Pincus, Robert; Pohlmann, - Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; - Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich - **(2019)**. *DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP*. - Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450\\n\\n\\n* - **MPI-ESM1-2-LR**\\n\\n License description: [data_licenses/MPI-ESM1-2-LR.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/MPI-ESM1-2-LR.txt)\\n\\n - \ CMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; Jungclaus, - Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Legutke, Stephanie; - Schupfner, Martin; Wachsmann, Fabian; Gayler, Veronika; Haak, Helmuth; de - Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; - Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, - Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; - Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, - Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; - M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von Gehlen, Karsten; - Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, - Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, - Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR model output prepared - for CMIP6 CMIP*. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.742\\n\\n - \ ScenarioMIP Citation:\\n\\n > Wieners, Karl-Hermann; Giorgetta, Marco; - Jungclaus, Johann; Reick, Christian; Esch, Monika; Bittner, Matthias; Gayler, - Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; - von Storch, Jin-Song; Behrens, J\xF6rg; Brovkin, Victor; Claussen, Martin; - Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, - Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, - Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, - Uwe; Modali, Kameswarrao; M\xFCller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters-von - Gehlen, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, - Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; - Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich **(2019)**. *MPI-M MPIESM1.2-LR - model output prepared for CMIP6 ScenarioMIP*. Version 20190710. Earth System - Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.793\\n\\n\\n* **NESM3**\\n\\n - \ License description: [data_licenses/NESM3.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NESM3.txt)\\n\\n - \ CMIP Citation:\\n\\n > Cao, Jian; Wang, Bin **(2019)**. *NUIST NESMv3 model - output prepared for CMIP6 CMIP*. Version 20190812. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.2021\\n\\n ScenarioMIP Citation:\\n\\n - \ > Cao, Jian **(2019)**. *NUIST NESMv3 model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190806; SSP2-4.5 version 20190805; SSP5-8.5 version 20190811. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2027\\n\\n\\n* - **NorESM2-LM**\\n\\n License description: [data_licenses/NorESM2-LM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-LM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk - Jan Leo; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-LM model - output prepared for CMIP6 CMIP*. Version 20190815. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.502\\n\\n ScenarioMIP Citation:\\n\\n - \ > Seland, \xD8yvind; Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-LM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.604\\n\\n\\n* - **NorESM2-MM**\\n\\n License description: [data_licenses/NorESM2-MM.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/NorESM2-MM.txt)\\n\\n - \ CMIP Citation:\\n\\n > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, - \xD8yvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, - Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, - J\xF6rg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; - Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger - Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; - Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, - Christoph; Iversen, Trond; Schulz, Michael **(2019)**. *NCC NorESM2-MM model - output prepared for CMIP6 CMIP*. Version 20191108. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.506\\n\\n ScenarioMIP Citation:\\n\\n - \ > Bentsen, Mats; Olivi\xE8, Dirk Jan Leo; Seland, \xD8yvind; Toniazzo, Thomas; - Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok - Kumar; He, Yanchun; Kirkev\xE5g, Alf; Schwinger, J\xF6rg; Tjiputra, Jerry; - Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, - Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, - Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, - Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, - Michael **(2019)**. *NCC NorESM2-MM model output prepared for CMIP6 ScenarioMIP*. - Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.608\\n\\n\\n* - **UKESM1-0-LL**\\n\\n License description: [data_licenses/UKESM1-0-LL.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/UKESM1-0-LL.txt)\\n\\n - \ CMIP Citation:\\n\\n > Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, - Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin **(2019)**. - *MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP*. Version 20190627. - Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569\\n\\n - \ ScenarioMIP Citation:\\n\\n > Good, Peter; Sellar, Alistair; Tang, Yongming; - Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy - **(2019)**. *MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP*. - SSP1-2.6 version 20190708; SSP2-4.5 version 20190715; SSP3-7.0 version 20190726; - SSP5-8.5 version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567\\n\\n* - **CanESM5**\\n\\n License description: [data_licenses/CanESM5.txt](https://raw.githubusercontent.com/ClimateImpactLab/downscaleCMIP6/master/data_licenses/CanESM5.txt). - Note: this dataset was previously licensed\\n under CC BY-SA 4.0, but was - relicensed as CC BY 4.0 in March, 2023.\\n\\n CMIP Citation:\\n\\n > Swart, - Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, Mike; Scinocca, - John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; Christian, James - R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, Oleg A.; Seiler, - Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von Salzen, Knut; - Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma CanESM5 model - output prepared for CMIP6 CMIP*. Version 20190429. Earth System Grid Federation. - https://doi.org/10.22033/ESGF/CMIP6.1303\\n\\n ScenarioMIP Citation:\\n\\n - \ > Swart, Neil Cameron; Cole, Jason N.S.; Kharin, Viatcheslav V.; Lazare, - Mike; Scinocca, John F.; Gillett, Nathan P.; Anstey, James; Arora, Vivek; - Christian, James R.; Jiao, Yanjun; Lee, Warren G.; Majaess, Fouad; Saenko, - Oleg A.; Seiler, Christian; Seinen, Clint; Shao, Andrew; Solheim, Larry; von - Salzen, Knut; Yang, Duo; Winter, Barbara; Sigmond, Michael **(2019)**. *CCCma - CanESM5 model output prepared for CMIP6 ScenarioMIP*. Version 20190429. Earth - System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1317\\n\\n## Acknowledgements\\n\\nThis - work is the result of many years worth of work by members of the [Climate - Impact Lab](https://impactlab.org), but would not have been possible without - many contributions from across the wider scientific and computing communities.\\n\\nSpecifically, - we would like to acknowledge the World Climate Research Programme's Working - Group on Coupled Modeling, which is responsible for CMIP, and we would like - to thank the climate modeling groups for producing and making their model - output available. We would particularly like to thank the modeling institutions - whose results are included as an input to this repository (listed above) for - their contributions to the CMIP6 project and for responding to and granting - our requests for license waivers.\\n\\nWe would also like to thank Lamont-Doherty - Earth Observatory, the [Pangeo Consortium](https://github.com/pangeo-data) - (and especially the [ESGF Cloud Data Working Group](https://pangeo-data.github.io/pangeo-cmip6-cloud/#)) - and Google Cloud and the Google Public Datasets program for making the [CMIP6 - Google Cloud collection](https://console.cloud.google.com/marketplace/details/noaa-public/cmip6) - possible. In particular we're extremely grateful to [Ryan Abernathey](https://github.com/rabernat), - [Naomi Henderson](https://github.com/naomi-henderson), [Charles Blackmon-Luca](https://github.com/charlesbluca), - [Aparna Radhakrishnan](https://github.com/aradhakrishnanGFDL), [Julius Busecke](https://github.com/jbusecke), - and [Charles Stern](https://github.com/cisaacstern) for the huge amount of - work they've done to translate the ESGF CMIP6 netCDF archives into consistently-formattted, - analysis-ready zarr stores on Google Cloud.\\n\\nWe're also grateful to the - [xclim developers](https://github.com/Ouranosinc/xclim/graphs/contributors) - ([DOI: 10.5281/zenodo.2795043](https://doi.org/10.5281/zenodo.2795043)), in - particular [Pascal Bourgault](https://github.com/aulemahal), [David Huard](https://github.com/huard), - and [Travis Logan](https://github.com/tlogan2000), for implementing the QDM - bias correction method in the xclim python package, supporting our QPLAD implementation - into the package, and ongoing support in integrating dask into downscaling - workflows. For method advice and useful conversations, we would like to thank - Keith Dixon, Dennis Adams-Smith, and [Joe Hamman](https://github.com/jhamman).\\n\\n## - Financial support\\n\\nThis research has been supported by The Rockefeller - Foundation and the Microsoft AI for Earth Initiative.\\n\\n## Additional links:\\n\\n* - CIL GDPCIR project homepage: [github.com/ClimateImpactLab/downscaleCMIP6](https://github.com/ClimateImpactLab/downscaleCMIP6)\\n* - Project listing on zenodo: https://doi.org/10.5281/zenodo.6403794\\n* Climate - Impact Lab homepage: [impactlab.org](https://impactlab.org)\",\"item_assets\":{\"pr\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Precipitation\",\"description\":\"Precipitation\"},\"tasmax\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Maximum Near-Surface Air Temperature\",\"description\":\"Daily Maximum Near-Surface - Air Temperature\"},\"tasmin\":{\"type\":\"application/vnd+zarr\",\"roles\":[\"data\"],\"title\":\"Daily - Minimum Near-Surface Air Temperature\",\"description\":\"Daily Minimum Near-Surface - Air Temperature\"}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"cil-gdpcir\",\"cube:variables\":{\"pr\":{\"type\":\"data\",\"unit\":\"mm - day-1\",\"attrs\":{\"units\":\"mm day-1\"},\"dimensions\":[\"time\",\"lat\",\"lon\"]},\"tasmax\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: max')\",\"long_name\":\"Daily Maximum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: maximum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMX\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Maximum Near-Surface Air Temperature\"},\"tasmin\":{\"type\":\"data\",\"unit\":\"K\",\"attrs\":{\"units\":\"K\",\"comment\":\"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - 'time: min')\",\"long_name\":\"Daily Minimum Near-Surface Air Temperature\",\"coordinates\":\"height\",\"cell_methods\":\"area: - mean time: minimum (interval: 5 minutes)\",\"cell_measures\":\"area: areacella\",\"original_name\":\"TREFHTMN\",\"standard_name\":\"air_temperature\"},\"dimensions\":[\"time\",\"lat\",\"lon\"],\"description\":\"Daily - Minimum Near-Surface Air Temperature\"}},\"msft:container\":\"cil-gdpcir\",\"cube:dimensions\":{\"lat\":{\"axis\":\"y\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-89.875,89.875],\"reference_system\":\"epsg:4326\"},\"lon\":{\"axis\":\"x\",\"step\":0.25,\"type\":\"spatial\",\"extent\":[-179.875,179.875],\"reference_system\":\"epsg:4326\"},\"time\":{\"step\":\"P1DT0H0M0S\",\"type\":\"temporal\",\"extent\":[\"1950-01-01T12:00:00Z\",\"2100-12-31T12:00:00Z\"],\"description\":\"time\"}},\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\"msft:storage_account\":\"rhgeuwest\",\"msft:short_description\":\"Climate - Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '11061' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:40 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181840Z-r159ff9f48bknxz5hC1YTOb2dg0000000d7000000000g1n6 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf - response: - body: - string: "{\"id\":\"noaa-cdr-sea-surface-temperature-whoi-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-whoi-netcdf\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA - CDR Sea Surface Temperature - WHOI Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi\",\"type\":\"text/html\",\"title\":\"Sea - Surface Temperature - WHOI CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/V5FB510W\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi-netcdf\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea - Surface Temperature - WHOI CDR NetCDFs\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea - Surface Temperature - WHOI (NetCDF) CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-whoi-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90,180,90]]},\"temporal\":{\"interval\":[[\"1988-01-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/V5FB510W\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Ocean\",\"Temperature\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National - Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI - is the Nation's leading authority for environmental data, and manage one of - the largest archives of atmospheric, coastal, geophysical, and oceanic research - in the world. NCEI contributes to the NESDIS mission by developing new products - and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The - Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate - Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean - Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data - are produced through modeling the diurnal variability in combination with - AVHRR SST observations. The final record is output to a 3-hourly 0.25\xB0 - resolution grid over the global ice-free oceans from January 1988\u2014present.\\n\\nThis - is a NetCDF-only collection, for Cloud-Optimized GeoTIFFs use collection `noaa-cdr-sea-surface-temperature-whoi`.\\nThe - NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination - (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Clayson, - Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data - Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic - Data Center. doi:10.7289/V5FB510W\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-whoi\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The - Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate - Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean - Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data - are produced through modeling the diurnal variability in combination with - AVHRR SST observations.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1707' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:41 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181841Z-r159ff9f48bskz5phC1YTOp5g80000000cq000000000g2nt - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation - response: - body: - string: "{\"id\":\"noaa-cdr-sea-surface-temperature-optimum-interpolation\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-sea-surface-temperature-optimum-interpolation\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea_Surface_Temperature_Optimum_Interpolation/UseAgreement_01B-09.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA - CDR Sea Surface Temperature - Optimum Interpolation Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-optimum-interpolation\",\"type\":\"text/html\",\"title\":\"Sea - Surface Temperature - Optimum Interpolation CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.25921/RE9P-PT57\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-optimum-interpolation\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Sea - Surface Temperature - Optimum Interpolation CDR\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-optimum-interpolation-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Sea - Surface Temperature - Optimum Interpolation CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-sea-surface-temperature-optimum-interpolation.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1981-09-01T00:00:00Z\",null]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.25921/RE9P-PT57\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National - Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI - is the Nation's leading authority for environmental data, and manage one of - the largest archives of atmospheric, coastal, geophysical, and oceanic research - in the world. NCEI contributes to the NESDIS mission by developing new products - and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"description\":\"The - NOAA 1/4\xB0 daily Optimum Interpolation Sea Surface Temperature (or daily - OISST) Climate Data Record (CDR) provides complete ocean temperature fields - constructed by combining bias-adjusted observations from different platforms - (satellites, ships, buoys) on a regular global grid, with gaps filled in by - interpolation. The main input source is satellite data from the Advanced Very - High Resolution Radiometer (AVHRR), which provides high temporal-spatial coverage - from late 1981-present. This input must be adjusted to the buoys due to erroneous - cold SST data following the Mt Pinatubo and El Chichon eruptions. Applications - include climate modeling, resource management, ecological studies on annual - to daily scales.\\n\\nThese Cloud Optimized GeoTIFFs (COGs) were created from - NetCDF files which are delivered to Azure as part of the [NOAA Open Data Dissemination - (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\nFor - the NetCDF files, see collection `noaa-cdr-sea-surface-temperature-optimum-interpolation-netcdf`.\\n\",\"item_assets\":{\"err\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"ice\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"%\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"sst\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"anom\":{\"type\":\"image/tiff; - application=geotiff; profile=cloud-optimized\",\"roles\":[\"data\"],\"raster:bands\":[{\"unit\":\"Celsius\",\"scale\":0.009999999776482582,\"nodata\":-999,\"data_type\":\"int16\"}]},\"netcdf\":{\"type\":\"application/x-netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Huang, - Boyin; Liu, Chunying; Banzon, Viva F.; Freeman, Eric; Graham, Garrett; Hankins, - Bill; Smith, Thomas M.; Zhang, Huai-Min. (2020): NOAA 0.25-degree Daily Optimum - Interpolation Sea Surface Temperature (OISST), Version 2.1. NOAA National - Centers for Environmental Information. https://doi.org/10.25921/RE9P-PT57.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"sea-surface-temperature-optimum-interpolation\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The - NOAA 1/4\xB0 daily Optimum Interpolation Sea Surface Temperature (or daily - OISST) Climate Data Record (CDR) provides complete ocean temperature fields - constructed by combining bias-adjusted observations from different platforms - (satellites, ships, buoys) on a regular global grid, with gaps filled in by - interpolation.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2012' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:42 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181841Z-r159ff9f48bqtbkshC1YTOvtqn0000000d9000000000ayru - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061 - response: - body: - string: '{"id":"modis-10A1-061","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/modis-10A1-061"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MOD10A1.061","title":"MODIS/Terra - Snow Cover Daily L3 Global 500m SIN Grid, Version 61"},{"rel":"cite-as","href":"https://doi.org/10.5067/MODIS/MYD10A1.061","title":"MODIS/Aqua - Snow Cover Daily L3 Global 500m SIN Grid, Version 61"},{"rel":"license","href":"https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac","title":"Use - and Copyright | National Snow and Ice Data Center"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/modis-10A1-061","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"MODIS - Snow Cover Daily","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A1-061.png","type":"image/png","roles":["thumbnail"],"title":"MODIS - Snow Cover Daily thumbnail"},"geoparquet-items":{"href":"abfs://items/modis-10A1-061.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2000-02-24T00:00:00Z",null]]}},"license":"proprietary","keywords":["NASA","MODIS","Satellite","Global","Snow","MOD10A1","MYD10A1"],"providers":[{"url":"https://nsidc.org","name":"National - Snow and Ice Data Center","roles":["producer","licensor","processor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host","processor"]}],"summaries":{"platform":["aqua","terra"],"instruments":["modis"]},"description":"This - global Level-3 (L3) data set provides a daily composite of snow cover and - albedo derived from the ''MODIS Snow Cover 5-Min L2 Swath 500m'' data set. - Each data granule is a 10degx10deg tile projected to a 500 m sinusoidal grid.","item_assets":{"hdf":{"type":"application/x-hdf","roles":["data"],"title":"Source - data containing all bands"},"NDSI":{"type":"image/tiff; application=geotiff; - profile=cloud-optimized","roles":["data"],"title":"Raw NDSI values (i.e. prior - to screening).","raster:bands":[{"scale":0.0001,"data_type":"int16","spatial_resolution":500}]},"metadata":{"type":"application/xml","roles":["metadata"],"title":"Federal - Geographic Data Committee (FGDC) Metadata"},"orbit_pnt":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pointer - to the orbit of the swath mapped into each grid cell.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"granule_pnt":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Pointer - for identifying the swath mapped into each grid cell.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"NDSI_Snow_Cover":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Gridded - NDSI snow cover and data flag values.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"Snow_Albedo_Daily_Tile":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Daily - snow albedo corresponding to the NDSI_Snow_Cover parameter.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]},"NDSI_Snow_Cover_Basic_QA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"A - general estimate of the quality of the algorithm result.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}],"classification:classes":[{"value":0,"description":"best"},{"value":1,"description":"good"},{"value":2,"description":"ok"},{"value":3,"description":"poor - (not used)"},{"value":4,"description":"other (not used)"}]},"NDSI_Snow_Cover_Algorithm_Flags_QA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Algorithm-specific - bit flags set for data screens and for inland water.","raster:bands":[{"data_type":"uint8","spatial_resolution":500}]}},"stac_version":"1.0.0","msft:group_id":"modis","msft:container":"modis-061","stac_extensions":["https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"sci:publications":[{"doi":"10.5067/MODIS/MOD10A1.061","citation":"Hall, - D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover Daily L3 Global - 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center - DAAC. https://doi.org/10.5067/MODIS/MOD10A1.061"},{"doi":"10.5067/MODIS/MYD10A1.061","citation":"Hall, - D. K., & Riggs, G. A. (2021). MODIS/Aqua Snow Cover Daily L3 Global - 500m Grid, Version 61 [Data set]. NASA National Snow and Ice Data Center - DAAC. https://doi.org/10.5067/MODIS/MYD10A1.061"}],"msft:storage_account":"modiseuwest","msft:short_description":"MODIS - Snow Cover Daily","msft:region":"westeurope"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1761' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:42 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181842Z-r159ff9f48bj5rgghC1YTObc9s0000000ctg00000000801z - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf - response: - body: - string: '{"id":"sentinel-5p-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-5p-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/missions/sentinel-5p","type":"text/html","title":"Sentinel-5 - Precursor Mission"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-5p-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-5P - Level-2","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-5p-l2-netcdf-thumb.png","title":"Sentinel-5P - Level-2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-5p-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-04-30T00:18:50Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Air - Quality","Climate Change","Forecasting"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel - 5 Precursor"],"instruments":["TROPOMI"],"constellation":["Sentinel-5P"],"s5p:product_name":["aer-ai","aer-lh","ch4","cloud","co","hcho","no2","np-bd3","np-bd6","np-bd7","o3-tcl","o3","so2"],"s5p:product_type":["L2__AER_AI","L2__AER_LH","L2__CH4___","L2__CLOUD_","L2__CO____","L2__HCHO__","L2__NO2___","L2__NP_BD3","L2__NP_BD6","L2__NP_BD7","L2__O3_TCL","L2__O3____","L2__SO2___"],"s5p:processing_mode":["NRTI","OFFL","RPRO"],"s5p:collection_identifier":["01","02","03"],"sat:platform_international_designator":["2017-064A"]},"description":"The - Copernicus [Sentinel-5 Precursor](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p) - mission provides high spatio-temporal resolution measurements of the Earth''s - atmosphere. The mission consists of one satellite carrying the [TROPOspheric - Monitoring Instrument](http://www.tropomi.eu/) (TROPOMI). The satellite flies - in loose formation with NASA''s [Suomi NPP](https://www.nasa.gov/mission_pages/NPP/main/index.html) - spacecraft, allowing utilization of co-located cloud mask data provided by - the [Visible Infrared Imaging Radiometer Suite](https://www.nesdis.noaa.gov/current-satellite-missions/currently-flying/joint-polar-satellite-system/visible-infrared-imaging) - (VIIRS) instrument onboard Suomi NPP during processing of the TROPOMI methane - product.\n\nThe Sentinel-5 Precursor mission aims to reduce the global atmospheric - data gap between the retired [ENVISAT](https://earth.esa.int/eogateway/missions/envisat) - and [AURA](https://www.nasa.gov/mission_pages/aura/main/index.html) missions - and the future [Sentinel-5](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5) - mission. Sentinel-5 Precursor [Level 2 data](http://www.tropomi.eu/data-products/level-2-products) - provide total columns of ozone, sulfur dioxide, nitrogen dioxide, carbon monoxide - and formaldehyde, tropospheric columns of ozone, vertical profiles of ozone - and cloud & aerosol information. These measurements are used for improving - air quality forecasts and monitoring the concentrations of atmospheric constituents.\n\nThis - STAC Collection provides Sentinel-5 Precursor Level 2 data, in NetCDF format, - since April 2018 for the following products:\n\n* [`L2__AER_AI`](http://www.tropomi.eu/data-products/uv-aerosol-index): - Ultraviolet aerosol index\n* [`L2__AER_LH`](http://www.tropomi.eu/data-products/aerosol-layer-height): - Aerosol layer height\n* [`L2__CH4___`](http://www.tropomi.eu/data-products/methane): - Methane (CH4) total column\n* [`L2__CLOUD_`](http://www.tropomi.eu/data-products/cloud): - Cloud fraction, albedo, and top pressure\n* [`L2__CO____`](http://www.tropomi.eu/data-products/carbon-monoxide): - Carbon monoxide (CO) total column\n* [`L2__HCHO__`](http://www.tropomi.eu/data-products/formaldehyde): - Formaldehyde (HCHO) total column\n* [`L2__NO2___`](http://www.tropomi.eu/data-products/nitrogen-dioxide): - Nitrogen dioxide (NO2) total column\n* [`L2__O3____`](http://www.tropomi.eu/data-products/total-ozone-column): - Ozone (O3) total column\n* [`L2__O3_TCL`](http://www.tropomi.eu/data-products/tropospheric-ozone-column): - Ozone (O3) tropospheric column\n* [`L2__SO2___`](http://www.tropomi.eu/data-products/sulphur-dioxide): - Sulfur dioxide (SO2) total column\n* [`L2__NP_BD3`](http://www.tropomi.eu/data-products/auxiliary): - Cloud from the Suomi NPP mission, band 3\n* [`L2__NP_BD6`](http://www.tropomi.eu/data-products/auxiliary): - Cloud from the Suomi NPP mission, band 6\n* [`L2__NP_BD7`](http://www.tropomi.eu/data-products/auxiliary): - Cloud from the Suomi NPP mission, band 7\n","item_assets":{"co":{"type":"application/x-netcdf","roles":["data"],"title":"Carbon - Monoxide Total Column"},"o3":{"type":"application/x-netcdf","roles":["data"],"title":"Ozone - Total Column"},"ch4":{"type":"application/x-netcdf","roles":["data"],"title":"Methane - Total Column"},"no2":{"type":"application/x-netcdf","roles":["data"],"title":"Nitrogen - Dioxide Total Column"},"so2":{"type":"application/x-netcdf","roles":["data"],"title":"Sulphur - Dioxide Total Column"},"hcho":{"type":"application/x-netcdf","roles":["data"],"title":"Formaldehyde - Total Column"},"cloud":{"type":"application/x-netcdf","roles":["data"],"title":"Cloud - Fraction, Albedo, and Top Pressure"},"aer-ai":{"type":"application/x-netcdf","roles":["data"],"title":"Ultraviolet - Aerosol Index"},"aer-lh":{"type":"application/x-netcdf","roles":["data"],"title":"Aerosol - Layer Height"},"np-bd3":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP - Band 3 Cloud Mask"},"np-bd6":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP - Band 6 Cloud Mask"},"np-bd7":{"type":"application/x-netcdf","roles":["data"],"title":"VIIRS/NPP - Band 7 Cloud Mask"},"o3-tcl":{"type":"application/x-netcdf","roles":["data"],"title":"Ozone - Tropospheric Column"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"sentinel-5p","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel5euwest","msft:short_description":"Sentinel-5P - Level 2 atmospheric monitoring products in NetCDF format"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2407' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:43 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181842Z-r159ff9f48bfjh97hC1YTO8qec0000000d2g0000000075bd - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-olci-wfr-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-wfr-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-water","type":"text/html","title":"Sentinel-3 - Water (LRR and LFR) Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-wfr-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Water (Full Resolution)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-wfr-l2-netcdf-thumb.png","title":"Sentinel-3 - OLCI WFR L2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-olci-wfr-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-11-01T00:07:01.738487Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Water","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI"],"constellation":["Sentinel-3"],"s3:product_name":["olci-wfr"],"s3:product_type":["OL_2_WFR___"],"sat:orbit_state":["descending","ascending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 Full Resolution [OLCI Level-2 Water][olci-l2] - products containing data on water-leaving reflectance, ocean color, and more.\n\n## - Data files\n\nThis dataset includes data on:\n\n- Surface directional reflectance\n- - Chlorophyll-a concentration\n- Suspended matter concentration\n- Energy flux\n- - Aerosol load\n- Integrated water vapor column\n\nEach variable is contained - within NetCDF files. Error estimates are available for each product.\n\n## - Processing overview\n\nThe values in the data files have been converted from - Top of Atmosphere radiance to reflectance, and include various corrections - for gaseous absorption and pixel classification. More information about the - product and data processing can be found in the [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-water) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/processing).\n\nThis - Collection contains Level-2 data in NetCDF files from November 2017 to present.\n\n[olci-l2]: - https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/ocean-products\n","item_assets":{"iwv":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"description":"Integrated - water vapour column"},"par":{"type":"application/x-netcdf","roles":["data"],"description":"Photosynthetically - active radiation"},"trsp":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Transparency - properties of water"},"wqsf":{"type":"application/x-netcdf","roles":["data"],"description":"Water - quality and science flags"},"w-aer":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Aerosol - over water"},"chl-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Neural - net chlorophyll concentration"},"iop-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Inherent - optical properties of water"},"tsm-nn":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Total - suspended matter concentration"},"chl-oc4me":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"OC4Me - algorithm chlorophyll concentration"},"tie-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - meteo annotations"},"browse-jpg":{"type":"image/jpeg","roles":["thumbnail"],"description":"Preview - image produced by the European Organisation for the Exploitation of Meteorological - Satellites (EUMETSAT)"},"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Metadata - produced by the European Organisation for the Exploitation of Meteorological - Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"tie-geometries":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - geometry annotations"},"geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Geo - coordinate annotations"},"instrument-data":{"type":"application/x-netcdf","roles":["data"],"description":"Instrument - annotations"},"oa01-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015}],"description":"Reflectance - for OLCI acquisition band Oa01"},"oa02-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa02"},"oa03-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa03"},"oa04-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa04"},"oa05-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa05"},"oa06-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa06"},"oa07-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa07"},"oa08-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa08"},"oa09-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075}],"description":"Reflectance - for OLCI acquisition band Oa09"},"oa10-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075}],"description":"Reflectance - for OLCI acquisition band Oa10"},"oa11-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa11"},"oa12-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"Reflectance - for OLCI acquisition band Oa12"},"oa16-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015}],"description":"Reflectance - for OLCI acquisition band Oa16"},"oa17-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Reflectance - for OLCI acquisition band Oa17"},"oa18-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01}],"description":"Reflectance - for OLCI acquisition band Oa18"},"oa21-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Reflectance - for OLCI acquisition band Oa21"},"time-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Time - coordinate annotations"},"tie-geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - geo coordinate annotations"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - Land Full Resolution water and atmospheric geophysical products (OLCI WFR)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3003' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:44 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181843Z-r159ff9f48bfjh97hC1YTO8qec0000000d0g00000000bhxw - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf - response: - body: - string: "{\"id\":\"noaa-cdr-ocean-heat-content-netcdf\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/noaa-cdr-ocean-heat-content-netcdf\"},{\"rel\":\"license\",\"href\":\"https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf\",\"type\":\"application/pdf\",\"title\":\"NOAA - CDR Ocean Heat Content Use Agreement\"},{\"rel\":\"about\",\"href\":\"https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content\",\"type\":\"text/html\",\"title\":\"Global - Ocean Heat Content CDR\"},{\"rel\":\"cite-as\",\"href\":\"https://doi.org/10.7289/v53f4mvp\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content-netcdf\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Global - Ocean Heat Content CDR NetCDFs\",\"assets\":{\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-netcdf-thumb.png\",\"type\":\"image/png\",\"roles\":[\"thumbnail\"],\"title\":\"Global - Ocean Heat Content (NetCDF) CDR thumbnail\"},\"geoparquet-items\":{\"href\":\"abfs://items/noaa-cdr-ocean-heat-content-netcdf.parquet\",\"type\":\"application/x-parquet\",\"roles\":[\"stac-items\"],\"title\":\"GeoParquet - STAC items\",\"description\":\"Snapshot of the collection's STAC items exported - to GeoParquet format\",\"msft:partition_info\":{\"is_partitioned\":false},\"table:storage_options\":{\"account_name\":\"pcstacitems\"}}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,-90.0,180.0,90.0]]},\"temporal\":{\"interval\":[[\"1972-03-01T00:00:00Z\",\"2022-03-31T23:59:59Z\"]]}},\"license\":\"proprietary\",\"sci:doi\":\"10.7289/v53f4mvp\",\"keywords\":[\"Global\",\"Climate\",\"NOAA\",\"Temperature\",\"Ocean\"],\"providers\":[{\"url\":\"https://www.ncei.noaa.gov/\",\"name\":\"National - Centers for Environmental Information\",\"roles\":[\"producer\",\"processor\",\"licensor\"],\"description\":\"NCEI - is the Nation's leading authority for environmental data, and manage one of - the largest archives of atmospheric, coastal, geophysical, and oceanic research - in the world. NCEI contributes to the NESDIS mission by developing new products - and services that span the science disciplines and enable better data discovery.\"},{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"processor\",\"host\"]}],\"summaries\":{\"noaa_cdr:interval\":[\"monthly\",\"seasonal\",\"yearly\",\"pentadal\"],\"noaa_cdr:max_depth\":[100,700,2000]},\"description\":\"The - Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content - anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal - (five-yearly) scales. This CDR quantifies ocean heat content change over time, - which is an essential metric for understanding climate change and the Earth's - energy budget. It provides time-series for multiple depth ranges in the global - ocean and each of the major basins (Atlantic, Pacific, and Indian) divided - by hemisphere (Northern, Southern).\\n\\nThis is a NetCDF-only collection, - for Cloud-Optimized GeoTIFFs use collection `noaa-cdr-ocean-heat-content`.\\nThe - NetCDF files are delivered to Azure as part of the [NOAA Open Data Dissemination - (NODD) Program](https://www.noaa.gov/information-technology/open-data-dissemination).\\n\",\"item_assets\":{\"netcdf\":{\"type\":\"application/netcdf\",\"roles\":[\"data\"]}},\"msft:region\":\"eastus\",\"sci:citation\":\"Levitus, - Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\xEDa, Hern\xE1n - E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, - Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature - anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric - sea level anomalies, and total steric sea level anomalies from 1955 to present - calculated from in situ oceanographic subsurface profile data (NCEI Accession - 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.\",\"stac_version\":\"1.0.0\",\"msft:group_id\":\"noaa-cdr\",\"msft:container\":\"ocean-heat-content\",\"stac_extensions\":[\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\"https://stac-extensions.github.io/raster/v1.1.0/schema.json\",\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\"],\"msft:storage_account\":\"noaacdr\",\"msft:short_description\":\"The - Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content - anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal - (five-yearly) scales.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1966' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:44 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181844Z-r159ff9f48b2ljh6hC1YTO9fu40000000crg00000000m4d6 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30 - response: - body: - string: '{"id":"hls2-l30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-l30"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hls2-l30","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-l30.webp","type":"image/webp","title":"HLS2 - Landsat Collection Thumbnail"},"geoparquet-items":{"href":"abfs://items/hls2-l30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["Sentinel","Landsat","HLS","Satellite","Global","Imagery"],"providers":[{"url":"https://doi.org/10.5067/HLS/HLSL30.002","name":"LP - DAAC","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["Landsat - 8","Landsat 9"]},"description":"Harmonized Landsat Sentinel-2 (HLS) Version - 2.0 provides consistent surface reflectance (SR)\nand top of atmosphere (TOA) - brightness data from the Operational Land Imager (OLI) aboard the\njoint NASA/USGS - Landsat 8 and Landsat 9 satellites and the Multi-Spectral Instrument (MSI)\naboard - the ESA (European Space Agency) Sentinel-2A, Sentinel-2B, and Sentinel-2C - satellites.\nThe combined measurement enables global observations of the land - every 2-3 days at 30 meter\n(m) spatial resolution. The HLS-S30 and HLS-L30 - products are gridded to the same resolution and\nMilitary Grid Reference System - (MGRS) tiling system and are \"stackable\" for time series analysis.\nThis - dataset is in the form of cloud-optimized GeoTIFFs. The HLS v2.0 data is generated - by NASA''s\nIMPACT team at Marshall Space Flight Center. The product latency - is 1.7 days, from the satellite\noverpass to the HLS data availability at - NASA''s Land Processes Distributed Active Archive Center\n(LP DAAC). For more - information see LP DAAC''s\n[HLS Overview](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/harmonized-landsat-sentinel-2-hls-overview/).\n\nThis - collection contains HLS data collected from Landsat-8 and Landsat-9.\nHLS - data generated from Sentinel-2 satellites can be found in a separate collection.\n","item_assets":{"B01":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Coastal - Aerosol","eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.48,"full_width_half_max":0.02}]},"B02":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Blue","eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.44,"full_width_half_max":0.06}]},"B03":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green","eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.06}]},"B04":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red","eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.65,"full_width_half_max":0.04}]},"B05":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR - Narrow","eo:bands":[{"name":"B05","common_name":"nir","center_wavelength":0.86,"full_width_half_max":0.03}]},"B06":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR - 1","eo:bands":[{"name":"B06","common_name":"swir16","center_wavelength":1.6,"full_width_half_max":0.08}]},"B07":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR - 2","eo:bands":[{"name":"B07","common_name":"swir22","center_wavelength":2.2,"full_width_half_max":0.2}]},"B09":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cirrus","eo:bands":[{"name":"B09","common_name":"cirrus","center_wavelength":1.37,"full_width_half_max":0.02}]},"B10":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal - Infrared 1","eo:bands":[{"name":"B10","common_name":"lwir11","center_wavelength":10.9,"full_width_half_max":0.8}]},"B11":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Thermal - Infrared 2","eo:bands":[{"name":"B11","common_name":"lwir12","center_wavelength":12.0,"full_width_half_max":1.0}]},"SAA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SAA","eo:bands":[{"name":"SAA"}]},"SZA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SZA","eo:bands":[{"name":"SZA"}]},"VAA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VAA","eo:bands":[{"name":"VAA"}]},"VZA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VZA","eo:bands":[{"name":"VZA"}]},"Fmask":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fmask","eo:bands":[{"name":"Fmask"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"hls2","msft:container":"hls2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json"],"msft:storage_account":"hls2euwest","msft:short_description":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2010' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:45 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181844Z-r159ff9f48brw5k4hC1YTOfee40000000cqg00000000g1uq - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-synergy-aod-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-aod-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/level-2-aod","type":"text/html","title":"Sentinel-3 - Global Aerosol Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-aod-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Global Aerosol","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-aod-l2-netcdf-thumb.png","title":"Sentinel-3 - Global Aerosol Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-aod-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-04-16T19:36:28.012367Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Global","Aerosol"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"SYN_1600","description":"SLSTR - nadir and oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN_2250","description":"SLSTR - nadir and oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05},{"name":"SYN_440","description":"OLCI - channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN_550","description":"SLSTR - nadir and oblique channel S1","center_wavelength":0.55,"full_width_half_max":0.02},{"name":"SYN_670","description":"SLSTR - nadir and oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN_865","description":"OLCI - channel Oa17, SLSTR nadir and oblique channel S2","center_wavelength":0.865,"full_width_half_max":0.02}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-aod"],"s3:product_type":["SY_2_AOD___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides the Sentinel-3 [Synergy Level-2 Aerosol Optical Depth](https://sentinels.copernicus.eu/web/sentinel/level-2-aod) - product, which is a downstream development of the Sentinel-2 Level-1 [OLCI - Full Resolution](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-olci/data-formats/level-1) - and [SLSTR Radiances and Brightness Temperatures](https://sentinels.copernicus.eu/web/sentinel/user-guides/Sentinel-3-slstr/data-formats/level-1) - products. The dataset provides both retrieved and diagnostic global aerosol - parameters at super-pixel (4.5 km x 4.5 km) resolution in a single NetCDF - file for all regions over land and ocean free of snow/ice cover, excluding - high cloud fraction data. The retrieved and derived aerosol parameters are:\n\n- - Aerosol Optical Depth (AOD) at 440, 550, 670, 985, 1600 and 2250 nm\n- Error - estimates (i.e. standard deviation) in AOD at 440, 550, 670, 985, 1600 and - 2250 nm\n- Single Scattering Albedo (SSA) at 440, 550, 670, 985, 1600 and - 2250 nm\n- Fine-mode AOD at 550nm\n- Aerosol Angstrom parameter between 550 - and 865nm\n- Dust AOD at 550nm\n- Aerosol absorption optical depth at 550nm\n\nAtmospherically - corrected nadir surface directional reflectances at 440, 550, 670, 985, 1600 - and 2250 nm at super-pixel (4.5 km x 4.5 km) resolution are also provided. - More information about the product and data processing can be found in the - [User Guide](https://sentinels.copernicus.eu/web/sentinel/level-2-aod) and - [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/products-algorithms/level-2-aod-algorithms-and-products).\n\nThis - Collection contains Level-2 data in NetCDF files from April 2020 to present.\n","item_assets":{"ntc-aod":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN_440","description":"OLCI - channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN_550","description":"SLSTR - nadir and oblique channel S1","center_wavelength":0.55,"full_width_half_max":0.02},{"name":"SYN_670","description":"SLSTR - nadir and oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN_865","description":"OLCI - channel Oa17, SLSTR nadir and oblique channel S2","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN_1600","description":"SLSTR - nadir and oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN_2250","description":"SLSTR - nadir and oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Global - aerosol parameters"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - global aerosol and surface reflectance at super-pixel (4.5km) resolution (SYNERGY - AOD)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2056' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:45 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181845Z-r159ff9f48b5kd5thC1YTObrgc00000005b000000000euc4 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-synergy-v10-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-v10-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10","type":"text/html","title":"Sentinel-3 - 10-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-v10-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-v10-l2-netcdf-thumb.png","title":"Sentinel-3 - 10-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-v10-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,75.0]]},"temporal":{"interval":[["2018-09-27T11:17:21Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance","NDVI"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-v10"],"s3:product_type":["SY_2_V10___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides the Sentinel-3 [Synergy Level-2 10-Day Surface Reflectance - and NDVI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) - products, which are SPOT VEGETATION Continuity Products similar to those obtained - from the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) - onboard the SPOT-4 and SPOT-5 satellites. The primary variables are a maximum - Normalized Difference Vegetation Index (NDVI) composite, which is derived - from ground reflectance during a 10-day window, and four surface reflectance - bands:\n\n- B0 (Blue, 450nm)\n- B2 (Red, 645nm)\n- B3 (NIR, 835nm)\n- MIR - (SWIR, 1665nm)\n\nThe four reflectance bands have center wavelengths matching - those on the original SPOT VEGETATION instrument. The NDVI variable, which - is an indicator of the amount of vegetation, is derived from the B3 and B2 - bands.\n\n## Data files\n\nThe four reflectance bands and NDVI values are - each contained in dedicated NetCDF files. Additional metadata are delivered - in annotation NetCDF files, each containing a single variable, including the - geometric viewing and illumination conditions, the total water vapour and - ozone columns, and the aerosol optical depth.\n\nEach 10-day product is delivered - as a set of 10 rectangular scenes:\n\n- AFRICA\n- NORTH_AMERICA\n- SOUTH_AMERICA\n- - CENTRAL_AMERICA\n- NORTH_ASIA\n- WEST_ASIA\n- SOUTH_EAST_ASIA\n- ASIAN_ISLANDS\n- - AUSTRALASIA\n- EUROPE\n\nMore information about the product and data processing - can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/vgt-s/v10-product).\n\nThis - Collection contains Level-2 data in NetCDF files from September 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol - optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Surface - Reflectance Data Set associated with VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Surface - Reflectance Data Set associated with VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Surface - Reflectance Data Set associated with VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total - Ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status - Map data"},"tg":{"type":"application/x-netcdf","roles":["data"],"description":"Synthesis - time data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Surface - Reflectance Data Set associated with VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View - azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View - zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total - column Water vapour data"},"ndvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Normalised - difference vegetation index"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - 10-day surface reflectance and NDVI (SYNERGY V10, a SPOT VEGETATION Continuity - Product)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2385' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:46 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181845Z-r159ff9f48b4s8bchC1YTO4hz00000000cn000000000exyx - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-olci-lfr-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-olci-lfr-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-land","type":"text/html","title":"Sentinel-3 - Land (LRR and LFR) Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-lfr-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Land (Full Resolution)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-lfr-l2-netcdf-thumb.png","title":"Sentinel-5P - Level-2 NetCDF Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-olci-lfr-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-04-25T11:33:47.368562Z",null]]}},"license":"proprietary","keywords":["ESA","Copernicus","Sentinel","Land","Biomass"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI"],"constellation":["Sentinel-3"],"s3:product_name":["olci-lfr"],"s3:product_type":["OL_2_LFR___"],"sat:orbit_state":["descending","ascending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - collection provides Sentinel-3 Full Resolution [OLCI Level-2 Land][olci-l2] - products containing data on global vegetation, chlorophyll, and water vapor.\n\n## - Data files\n\nThis dataset includes data on three primary variables:\n\n* - OLCI global vegetation index file\n* terrestrial Chlorophyll index file\n* - integrated water vapor over water file.\n\nEach variable is contained within - a separate NetCDF file, and is cataloged as an asset in each Item.\n\nSeveral - associated variables are also provided in the annotations data files:\n\n* - rectified reflectance for red and NIR channels (RC681 and RC865)\n* classification, - quality and science flags (LQSF)\n* common data such as the ortho-geolocation - of land pixels, solar and satellite angles, atmospheric and meteorological - data, time stamp or instrument information. These variables are inherited - from Level-1B products.\n\nThis full resolution product offers a spatial sampling - of approximately 300 m.\n\n## Processing overview\n\nThe values in the data - files have been converted from Top of Atmosphere radiance to reflectance, - and include various corrections for gaseous absorption and pixel classification. - More information about the product and data processing can be found in the - [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-land) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/processing).\n\nThis - Collection contains Level-2 data in NetCDF files from April 2016 to present.\n\n[olci-l2]: - https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/land-products\n","item_assets":{"iwv":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01}],"description":"Integrated - water vapour column"},"lqsf":{"type":"application/x-netcdf","roles":["data"],"description":"Land - quality and science flags"},"ogvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"OLCI - Global Vegetation Index (OGVI)"},"otci":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"OLCI - Terrestrial Chlorophyll Index (OTCI)"},"gifapar":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Green - instantaneous Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)"},"rc-ogvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Rectified - reflectance"},"tie-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - meteo annotations"},"rc-gifapar":{"type":"application/x-netcdf","roles":["data"],"description":"Rectified - reflectance"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"tie-geometries":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - geometry annotations"},"geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Geo - coordinate annotations"},"instrument-data":{"type":"application/x-netcdf","roles":["data"],"description":"Instrument - annotations"},"time-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Time - coordinate annotations"},"tie-geo-coordinates":{"type":"application/x-netcdf","roles":["data"],"description":"Tie-point - geo coordinate annotations"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - Land Full Resolution vegetation index, chlorophyll index, and water vapor - (OLCI LFR)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2485' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:47 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181846Z-r159ff9f48brw5k4hC1YTOfee40000000crg00000000cw2q - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-sral-lan-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-lan-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types","type":"text/html","title":"Sentinel-3 - Land Radar Altimetry Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-lan-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Land Radar Altimetry","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-lan-l2-netcdf-thumb.png","title":"Sentinel-3 - Land Radar Altimetry Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-sral-lan-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-81.5,180,81.5]]},"temporal":{"interval":[["2016-03-01T14:07:51.632846Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Radar","Altimetry"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SRAL"],"constellation":["Sentinel-3"],"s3:product_name":["sral-lan"],"s3:product_type":["SR_2_LAN___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 [SRAL Level-2 Land Altimetry](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry/level-2-algorithms-products) - products, which contain data on land radar altimetry measurements. Each product - contains three NetCDF files:\n\n- A reduced data file containing a subset - of the 1 Hz Ku-band parameters.\n- A standard data file containing the standard - 1 Hz and 20 Hz Ku- and C-band parameters.\n- An enhanced data file containing - the standard 1 Hz and 20 Hz Ku- and C-band parameters along with the waveforms - and parameters necessary to reprocess the data.\n\nMore information about - the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/overview) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry).\n\nThis - Collection contains Level-2 data in NetCDF files from March 2016 to present.\n","item_assets":{"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"reduced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Reduced - measurement data file","s3:altimetry_bands":[{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"enhanced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Enhanced - measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band - C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"standard-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Standard - measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band - C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - radar altimetry over land (SRAL LAN)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1674' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:47 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181847Z-r159ff9f48bkqtkzhC1YTOwa4s00000004tg000000008aff - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-slstr-lst-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-lst-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst","type":"text/html","title":"Sentinel-3 - Land Surface Temperature Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-lst-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Land Surface Temperature","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-lst-l2-netcdf-thumb.png","title":"Sentinel-3 - Land Surface Temperature Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-lst-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2016-04-19T01:35:17.188500Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Land"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"S8","description":"Band - 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band - 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-lst"],"s3:product_type":["SL_2_LST___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 [SLSTR Level-2 Land Surface Temperature](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst) - products containing data on land surface temperature measurements on a 1km - grid. Radiance is measured in two channels to determine the temperature of - the Earth''s surface skin in the instrument field of view, where the term - \"skin\" refers to the top surface of bare soil or the effective emitting - temperature of vegetation canopies as viewed from above.\n\n## Data files\n\nThe - dataset includes data on the primary measurement variable, land surface temperature, - in a single NetCDF file, `LST_in.nc`. A second file, `LST_ancillary.nc`, contains - several ancillary variables:\n\n- Normalized Difference Vegetation Index\n- - Surface biome classification\n- Fractional vegetation cover\n- Total water - vapor column\n\nIn addition to the primary and ancillary data files, a standard - set of annotation data files provide meteorological information, geolocation - and time coordinates, geometry information, and quality flags. More information - about the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/lst-processing).\n\nThis - Collection contains Level-2 data in NetCDF files from April 2016 to present.\n\n## - STAC Item geometries\n\nThe Collection contains small \"chips\" and long \"stripes\" - of data collected along the satellite direction of travel. Approximately five - percent of the STAC Items describing long stripes of data contain geometries - that encompass a larger area than an exact concave hull of the data extents. - This may require additional filtering when searching the Collection for Items - that spatially intersect an area of interest.\n","item_assets":{"lst-in":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S8","description":"Band - 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band - 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"description":"Land - Surface Temperature (LST) values"},"slstr-met-tx":{"type":"application/x-netcdf","roles":["data"],"description":"Meteorological - parameters regridded onto the 16km tie points"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"slstr-time-in":{"type":"application/x-netcdf","roles":["data"],"description":"Time - annotations for the 1km grid"},"slstr-flags-in":{"type":"application/x-netcdf","roles":["data"],"description":"Global - flags for the 1km TIR grid, nadir view"},"lst-ancillary-ds":{"type":"application/x-netcdf","roles":["data"],"description":"LST - ancillary measurement dataset"},"slstr-indices-in":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, - pixel and detector indices annotations for the 1km TIR grid, nadir view"},"slstr-geodetic-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution geodetic coordinates for the 1km TIR grid, nadir view"},"slstr-geodetic-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km - geodetic coordinates"},"slstr-geometry-tn":{"type":"application/x-netcdf","roles":["data"],"description":"16km - solar and satellite geometry annotations, nadir view"},"slstr-cartesian-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution cartesian coordinates for the 1km TIR grid, nadir view"},"slstr-cartesian-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km - cartesian coordinates"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - land surface temperature (SLSTR LST)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2319' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:48 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181847Z-r159ff9f48bfjh97hC1YTO8qec0000000d30000000006vf0 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-slstr-wst-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-wst-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst","type":"text/html","title":"Sentinel-3 - Sea Surface Temperature Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-wst-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Sea Surface Temperature","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-wst-l2-netcdf-thumb.png","title":"Sentinel-3 - Sea Surface Temperature Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-wst-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"MS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2017-10-31T23:59:57.451604Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"S7","description":"Band - 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S8","description":"Band - 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band - 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-wst"],"s3:product_type":["SL_2_WST___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 [SLSTR Level-2 Water Surface Temperature](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst) - products containing data on sea surface temperature measurements on a 1km - grid. Each product consists of a single NetCDF file containing all data variables:\n\n- - Sea Surface Temperature (SST) value\n- SST total uncertainty\n- Latitude and - longitude coordinates\n- SST time deviation\n- Single Sensor Error Statistic - (SSES) bias and standard deviation estimate\n- Contextual parameters such - as wind speed at 10 m and fractional sea-ice contamination\n- Quality flag\n- - Satellite zenith angle\n- Top Of Atmosphere (TOA) Brightness Temperature (BT)\n- - TOA noise equivalent BT\n\nMore information about the product and data processing - can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/sst-processing).\n\nThis - Collection contains Level-2 data in NetCDF files from October 2017 to present.\n","item_assets":{"l2p":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S7","description":"Band - 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S8","description":"Band - 8 - SST, LST, Active fire","center_wavelength":10.854,"full_width_half_max":0.776},{"name":"S9","description":"Band - 9 - SST, LST","center_wavelength":12.0225,"full_width_half_max":0.905}],"description":"Skin - Sea Surface Temperature (SST) values"},"browse-jpg":{"type":"image/jpeg","roles":["thumbnail"],"description":"Preview - image produced by the European Organisation for the Exploitation of Meteorological - Satellites (EUMETSAT)"},"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Metadata - produced by the European Organisation for the Exploitation of Meteorological - Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - sea surface temperature (SLSTR WST)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1909' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:48 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181848Z-r159ff9f48bhfp8mhC1YTO8gk00000000d7g00000000evdp - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-sral-wat-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-sral-wat-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types","type":"text/html","title":"Sentinel-3 - Ocean Radar Altimetry Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-wat-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Ocean Radar Altimetry","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-wat-l2-netcdf-thumb.png","title":"Sentinel-3 - Ocean Radar Altimetry Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-sral-wat-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-81.5,180,81.5]]},"temporal":{"interval":[["2017-01-28T00:59:14.149496Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Radar","Altimetry","Ocean"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SRAL"],"constellation":["Sentinel-3"],"s3:product_name":["sral-wat"],"s3:product_type":["SR_2_WAT___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 [SRAL Level-2 Ocean Altimetry](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry/level-2-algorithms-products) - products, which contain data on ocean radar altimetry measurements. Each product - contains three NetCDF files:\n\n- A reduced data file containing a subset - of the 1 Hz Ku-band parameters.\n- A standard data file containing the standard - 1 Hz and 20 Hz Ku- and C-band parameters.\n- An enhanced data file containing - the standard 1 Hz and 20 Hz Ku- and C-band parameters along with the waveforms - and parameters necessary to reprocess the data.\n\nMore information about - the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/overview) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-altimetry).\n\nThis - Collection contains Level-2 data in NetCDF files from January 2017 to present.\n","item_assets":{"eop-metadata":{"type":"application/xml","roles":["metadata"],"description":"Product - metadata file produced by the European Organisation for the Exploitation of - Meteorological Satellites (EUMETSAT)"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"reduced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Reduced - measurement data file","s3:altimetry_bands":[{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"enhanced-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Enhanced - measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band - C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]},"standard-measurement":{"type":"application/x-netcdf","roles":["data"],"description":"Standard - measurement data file","s3:altimetry_bands":[{"band_width":0.29,"description":"Band - C - Ionospheric correction","frequency_band":"C","center_frequency":5.409999872},{"band_width":0.32,"description":"Band - Ku - Range measurements","frequency_band":"Ku","center_frequency":13.575000064}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - radar altimetry over ocean (SRAL WAT)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1754' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:49 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181848Z-r159ff9f48bqtbkshC1YTOvtqn0000000dag000000007xfc - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30 - response: - body: - string: '{"id":"hls2-s30","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/hls2-s30"},{"rel":"license","href":"https://lpdaac.usgs.gov/data/data-citation-and-policies/","title":"LP - DAAC - Data Citation and Policies"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/hls2-s30","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-s30.webp","type":"image/webp","title":"HLS2 - Sentinel Collection Thumbnail"},"geoparquet-items":{"href":"abfs://items/hls2-s30.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W-MON"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-01-01T00:00:00Z",null]]}},"license":"proprietary","keywords":["Sentinel","Landsat","HLS","Satellite","Global","Imagery"],"providers":[{"url":"https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-2","name":"ESA","roles":["producer"]},{"url":"https://doi.org/10.5067/HLS/HLSL30.002","name":"LP - DAAC","roles":["producer","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"gsd":[30],"platform":["Sentinel-2A","Sentinel-2B","Sentinel-2C"]},"description":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0 provides consistent surface reflectance - (SR)\nand top of atmosphere (TOA) brightness data from the Operational Land - Imager (OLI) aboard the\njoint NASA/USGS Landsat 8 and Landsat 9 satellites - and the Multi-Spectral Instrument (MSI)\naboard the ESA (European Space Agency) - Sentinel-2A, Sentinel-2B, and Sentinel-2C satellites.\nThe combined measurement - enables global observations of the land every 2-3 days at 30 meter\n(m) spatial - resolution. The HLS-S30 and HLS-L30 products are gridded to the same resolution - and\nMilitary Grid Reference System (MGRS) tiling system and are \"stackable\" - for time series analysis.\nThis dataset is in the form of cloud-optimized - GeoTIFFs. The HLS v2.0 data is generated by NASA''s\nIMPACT team at Marshall - Space Flight Center. The product latency is 1.7 days, from the satellite\noverpass - to the HLS data availability at NASA''s Land Processes Distributed Active - Archive Center\n(LP DAAC). For more information see LP DAAC''s\n[HLS Overview](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/harmonized-landsat-sentinel-2-hls-overview/).\n\nThis - collection contains HLS data collected from Sentinel-2A, Sentinel-2B, and - Sentinel-2C.\nHLS data generated from Landsat can be found in a separate collection.\n","item_assets":{"B01":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Coastal - Aerosol","eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}]},"B02":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Blue","eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}]},"B03":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Green","eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}]},"B04":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red","eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}]},"B05":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge - 1","eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}]},"B06":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge - 2","eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}]},"B07":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Red-Edge - 3","eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}]},"B08":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR - Broad","eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}]},"B09":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Water - Vapor","eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}]},"B10":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Cirrus","eo:bands":[{"name":"B10","common_name":"cirrus","center_wavelength":1.3735,"full_width_half_max":0.075}]},"B11":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR - 1","eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}]},"B12":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SWIR - 2","eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}]},"B8A":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"NIR - Narrow","eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}]},"SAA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SAA","eo:bands":[{"name":"SAA"}]},"SZA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"SZA","eo:bands":[{"name":"SZA"}]},"VAA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VAA","eo:bands":[{"name":"VAA"}]},"VZA":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"VZA","eo:bands":[{"name":"VZA"}]},"Fmask":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Fmask","eo:bands":[{"name":"Fmask"}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"hls2","msft:container":"hls2","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/view/v1.0.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json"],"msft:storage_account":"hls2euwest","msft:short_description":"Harmonized - Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2130' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:50 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181849Z-r159ff9f48bhfp8mhC1YTO8gk00000000d9g000000009tvf - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings - response: - body: - string: "{\"id\":\"ms-buildings\",\"type\":\"Collection\",\"links\":[{\"rel\":\"items\",\"type\":\"application/geo+json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings/items\"},{\"rel\":\"parent\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/\"},{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://planetarycomputer.microsoft.com/api/stac/v1/collections/ms-buildings\"},{\"rel\":\"license\",\"href\":\"https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/LICENSE\",\"type\":\"text/html\",\"title\":\"ODbL-1.0 - License\"},{\"rel\":\"describedby\",\"href\":\"https://planetarycomputer.microsoft.com/dataset/ms-buildings\",\"title\":\"Human - readable dataset overview and reference\",\"type\":\"text/html\"}],\"title\":\"Microsoft - Building Footprints\",\"assets\":{\"delta\":{\"href\":\"az://footprints/delta/2023-04-25/ml-buildings.parquet/\",\"title\":\"Delta - table\",\"description\":\"Delta table with latest buildings footprints partitioned - by Region and quadkey.\",\"table:storage_options\":{\"account_name\":\"bingmlbuildings\"}},\"thumbnail\":{\"href\":\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/msbuildings-thumbnail.png\",\"type\":\"image/png\",\"title\":\"Thumbnail\"},\"global-footprints\":{\"title\":\"Global - Bing ML building footprints\",\"href\":\"https://planetarycomputer.microsoft.com/api/data/v1/vector/collections/ms-buildings/tilesets/global-footprints/tilejson.json\",\"type\":\"application/json\",\"roles\":[\"tiles\"]}},\"extent\":{\"spatial\":{\"bbox\":[[-180.0,90.0,180.0,-90.0]]},\"temporal\":{\"interval\":[[\"2014-01-01T00:00:00Z\",null]]}},\"license\":\"ODbL-1.0\",\"keywords\":[\"Bing - Maps\",\"Buildings\",\"geoparquet\",\"Microsoft\",\"Footprint\",\"Delta\"],\"providers\":[{\"url\":\"https://planetarycomputer.microsoft.com\",\"name\":\"Microsoft\",\"roles\":[\"producer\",\"processor\",\"host\"]}],\"summaries\":{\"msbuildings:processing-date\":[\"2023-04-25\"]},\"description\":\"Bing - Maps is releasing open building footprints around the world. We have detected - over 999 million buildings from Bing Maps imagery between 2014 and 2021 including - Maxar and Airbus imagery. The data is freely available for download and use - under ODbL. This dataset complements our other releases.\\n\\nFor more information, - see the [GlobalMLBuildingFootprints](https://github.com/microsoft/GlobalMLBuildingFootprints/) - repository on GitHub.\\n\\n## Building footprint creation\\n\\nThe building - extraction is done in two stages:\\n\\n1. Semantic Segmentation \u2013 Recognizing - building pixels on an aerial image using deep neural networks (DNNs)\\n2. - Polygonization \u2013 Converting building pixel detections into polygons\\n\\n**Stage - 1: Semantic Segmentation**\\n\\n![Semantic segmentation](https://raw.githubusercontent.com/microsoft/GlobalMLBuildingFootprints/main/images/segmentation.jpg)\\n\\n**Stage - 2: Polygonization**\\n\\n![Polygonization](https://github.com/microsoft/GlobalMLBuildingFootprints/raw/main/images/polygonization.jpg)\\n\\n## - Data assets\\n\\nThe building footprints are provided as a set of [geoparquet](https://github.com/opengeospatial/geoparquet) - datasets in [Delta][delta] table format.\\nThe data are partitioned by\\n\\n1. - Region\\n2. quadkey at [Bing Map Tiles][tiles] level 9\\n\\nEach `(Region, - quadkey)` pair will have one or more geoparquet files, depending on the density - of the of the buildings in that area.\\n\\nNote that older items in this dataset - are *not* spatially partitioned. We recommend using data with a processing - date\\nof 2023-04-25 or newer. This processing date is part of the URL for - each parquet file and is captured in the STAC metadata\\nfor each item (see - below).\\n\\n## Delta Format\\n\\nThe collection-level asset under the `delta` - key gives you the fsspec-style URL\\nto the Delta table. This can be used - to efficiently query for matching partitions\\nby `Region` and `quadkey`. - See the notebook for an example using Python.\\n\\n## STAC metadata\\n\\nThis - STAC collection has one STAC item per region. The `msbuildings:region`\\nproperty - can be used to filter items to a specific region, and the `msbuildings:quadkey`\\nproperty - can be used to filter items to a specific quadkey (though you can also search\\nby - the `geometry`).\\n\\nNote that older STAC items are not spatially partitioned. - We recommend filtering on\\nitems with an `msbuildings:processing-date` of - `2023-04-25` or newer. See the collection\\nsummary for `msbuildings:processing-date` - for a list of valid values.\\n\\n[delta]: https://delta.io/\\n[tiles]: https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system\\n\",\"item_assets\":{\"data\":{\"type\":\"application/x-parquet\",\"roles\":[\"data\"],\"title\":\"Building - Footprints\",\"description\":\"Parquet dataset with the building footprints - for this region.\",\"table:storage_options\":{\"account_name\":\"bingmlbuildings\"}}},\"msft:region\":\"westeurope\",\"stac_version\":\"1.0.0\",\"table:columns\":[{\"name\":\"geometry\",\"type\":\"byte_array\",\"description\":\"Building - footprint polygons\"}],\"msft:container\":\"footprints\",\"stac_extensions\":[\"https://stac-extensions.github.io/item-assets/v1.0.0/schema.json\",\"https://stac-extensions.github.io/table/v1.2.0/schema.json\"],\"msft:storage_account\":\"bingmlbuildings\",\"msft:short_description\":\"Machine - learning detected buildings footprints.\"}" - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '1998' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:50 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181850Z-174fc647fd5x56gvhC1YTOmgrn0000000430000000001yk1 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-slstr-frp-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-slstr-frp-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp","type":"text/html","title":"Sentinel-3 - Fire Radiative Power Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-frp-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Fire Radiative Power","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-frp-l2-netcdf-thumb.png","title":"Sentinel-3 - Fire Radiative Power Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-slstr-frp-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2020-08-08T23:11:15.617203Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Temperature","Fire"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"F1","description":"Band - 10 - Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"S5","description":"Band - 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"S7","description":"Band - 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["slstr-frp"],"s3:product_type":["SL_2_FRP___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides Sentinel-3 [SLSTR Level-2 Fire Radiative Power](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp) - (FRP) products containing data on fires detected over land and ocean.\n\n## - Data files\n\nThe primary measurement data is contained in the `FRP_in.nc` - file and provides FRP and uncertainties, projected onto a 1km grid, for fires - detected in the thermal infrared (TIR) spectrum over land. Since February - 2022, FRP and uncertainties are also provided for fires detected in the short - wave infrared (SWIR) spectrum over both land and ocean, with the delivered - data projected onto a 500m grid. The latter SWIR-detected fire data is only - available for night-time measurements and is contained in the `FRP_an.nc` - or `FRP_bn.nc` files.\n\nIn addition to the measurement data files, a standard - set of annotation data files provide meteorological information, geolocation - and time coordinates, geometry information, and quality flags.\n\n## Processing\n\nThe - TIR fire detection is based on measurements from the S7 and F1 bands of the - [SLSTR instrument](https://sentinels.copernicus.eu/web/sentinel/technical-guides/sentinel-3-slstr/instrument); - SWIR fire detection is based on the S5 and S6 bands. More information about - the product and data processing can be found in the [User Guide](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-slstr/level-2/frp-processing).\n\nThis - Collection contains Level-2 data in NetCDF files from August 2020 to present.\n","item_assets":{"frp-in":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S5","description":"Band - 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"S7","description":"Band - 7 - SST, LST, Active fire","center_wavelength":3.742,"full_width_half_max":0.398},{"name":"F1","description":"Band - 10 - Active fire","center_wavelength":3.742,"full_width_half_max":0.398}],"description":"Fire - Radiative Power (FRP) dataset"},"slstr-met-tx":{"type":"application/x-netcdf","roles":["data"],"description":"Meteorological - parameters regridded onto the 16km tie points"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"slstr-time-in":{"type":"application/x-netcdf","roles":["data"],"description":"Time - annotations for the 1 KM grid"},"slstr-flags-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Global - flags for the 1km F1 grid, nadir view"},"slstr-flags-in":{"type":"application/x-netcdf","roles":["data"],"description":"Global - flags for the 1km TIR grid, nadir view"},"slstr-indices-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, - pixel and detector annotations for the 1km F1 grid, nadir view"},"slstr-indices-in":{"type":"application/x-netcdf","roles":["data"],"description":"Scan, - pixel and detector annotations for the 1km TIR grid, nadir view"},"slstr-geodetic-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution geodetic coordinates for the 1km F1 grid, nadir view"},"slstr-geodetic-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution geodetic coordinates for the 1km TIR grid, nadir view"},"slstr-geodetic-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km - geodetic coordinates"},"slstr-geometry-tn":{"type":"application/x-netcdf","roles":["data"],"description":"16km - solar and satellite geometry annotations, nadir view"},"slstr-cartesian-fn":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution cartesian coordinates for the 1km F1 grid, nadir view"},"slstr-cartesian-in":{"type":"application/x-netcdf","roles":["data"],"description":"Full - resolution cartesian coordinates for the 1km TIR grid, nadir view"},"slstr-cartesian-tx":{"type":"application/x-netcdf","roles":["data"],"description":"16km - cartesian coordinates"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - fire detection over land (SLSTR FRP)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2235' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:51 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181850Z-r159ff9f48bgrh9khC1YTO6kus0000000460000000005vra - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-synergy-syn-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-syn-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn","type":"text/html","title":"Sentinel-3 - Land Surface Reflectance and Aerosol Product User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-syn-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Land Surface Reflectance and Aerosol","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-syn-l2-netcdf-thumb.png","title":"Sentinel-3 - Land Surface Reflectance and Aerosol Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-syn-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"W"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-09-22T16:51:00.001276Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Land","Reflectance","Aerosol"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa13","description":"Band - 13 - O2 absorption / aerosol correction","center_wavelength":0.76125,"full_width_half_max":0.0025},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04},{"name":"S1","description":"Band - 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band - 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band - 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S4","description":"Band - 4 - Cirrus detection over land","center_wavelength":1.3748,"full_width_half_max":0.0208},{"name":"S5","description":"Band - 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"SYN01","description":"OLCI - channel Oa01","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"SYN02","description":"OLCI - channel Oa02","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"SYN03","description":"OLCI - channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"SYN04","description":"OLCI - channel Oa04","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"SYN05","description":"OLCI - channel Oa05","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"SYN06","description":"OLCI - channel Oa06","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"SYN07","description":"OLCI - channel Oa07","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"SYN08","description":"OLCI - channel Oa08","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"SYN09","description":"OLCI - channel Oa09","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"SYN10","description":"OLCI - channel Oa10","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"SYN11","description":"OLCI - channel Oa11","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"SYN12","description":"OLCI - channel Oa12","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"SYN13","description":"OLCI - channel Oa16","center_wavelength":0.7785,"full_width_half_max":0.015},{"name":"SYN14","description":"OLCI - channel Oa17","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN15","description":"OLCI - channel Oa18","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"SYN16","description":"OLCI - channel Oa21","center_wavelength":1.02,"full_width_half_max":0.04},{"name":"SYN17","description":"SLSTR - nadir channel S1","center_wavelength":0.555,"full_width_half_max":0.02},{"name":"SYN18","description":"SLSTR - nadir channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN19","description":"SLSTR - nadir channel S3","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN20","description":"SLSTR - nadir channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN21","description":"SLSTR - nadir channel S6","center_wavelength":2.25,"full_width_half_max":0.05},{"name":"SYN22","description":"SLSTR - oblique channel S1","center_wavelength":0.555,"full_width_half_max":0.02},{"name":"SYN23","description":"SLSTR - oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02},{"name":"SYN24","description":"SLSTR - oblique channel S3","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"SYN25","description":"SLSTR - oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06},{"name":"SYN26","description":"SLSTR - oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-syn"],"s3:product_type":["SY_2_SYN___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides the Sentinel-3 [Synergy Level-2 Land Surface Reflectance - and Aerosol](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn) - product, which contains data on Surface Directional Reflectance, Aerosol Optical - Thickness, and an Angstrom coefficient estimate over land.\n\n## Data Files\n\nIndividual - NetCDF files for the following variables:\n\n- Surface Directional Reflectance - (SDR) with their associated error estimates for the sun-reflective [SLSTR](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-slstr) - channels (S1 to S6 for both nadir and oblique views, except S4) and for all - [OLCI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-olci) - channels, except for the oxygen absorption bands Oa13, Oa14, Oa15, and the - water vapor bands Oa19 and Oa20.\n- Aerosol optical thickness at 550nm with - error estimates.\n- Angstrom coefficient at 550nm.\n\nMore information about - the product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/level-2/syn-level-2-product).\n\nThis - Collection contains Level-2 data in NetCDF files from September 2018 to present.\n","item_assets":{"time":{"type":"application/x-netcdf","roles":["data"],"description":"Time - stamps annotation"},"syn-amin":{"type":"application/x-netcdf","roles":["data"],"description":"L2 - Aerosol model index number data"},"syn-flags":{"type":"application/x-netcdf","roles":["data"],"description":"Classification - and quality Flags associated with OLCI, SLSTR and SYNERGY products"},"syn-ato550":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band - 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band - 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band - 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S5","description":"Band - 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Aerosol - Optical Thickness Data Set"},"geolocation":{"type":"application/x-netcdf","roles":["data"],"description":"High - resolution georeferencing data"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"},"tiepoints-olci":{"type":"application/x-netcdf","roles":["data"],"description":"Low - resolution georeferencing data and Sun and View angles associated with OLCI - products"},"tiepoints-meteo":{"type":"application/x-netcdf","roles":["data"],"description":"ECMWF - meteorology data"},"tiepoints-slstr-n":{"type":"application/x-netcdf","roles":["data"],"description":"Low - resolution georeferencing data and Sun and View angles associated with SLSTR - nadir view products"},"tiepoints-slstr-o":{"type":"application/x-netcdf","roles":["data"],"description":"Low - resolution georeferencing data and Sun and View angles associated with SLSTR - oblique view products"},"syn-angstrom-exp550":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band - 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band - 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band - 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S5","description":"Band - 5 - Cloud clearing, ice, snow, vegetation monitoring","center_wavelength":1.6134,"full_width_half_max":0.06068},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Aerosol - Angstrom Exponent Data Set"},"syn-s1n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN17","description":"SLSTR - nadir channel S1","center_wavelength":0.555,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 01 acquired in nadir - view"},"syn-s1o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN22","description":"SLSTR - oblique channel S1","center_wavelength":0.555,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 01 acquired in oblique - view"},"syn-s2n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN18","description":"SLSTR - nadir channel S2","center_wavelength":0.659,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 02 acquired in nadir - view"},"syn-s2o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN23","description":"SLSTR - oblique channel S2","center_wavelength":0.659,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 02 acquired in oblique - view"},"syn-s3n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN19","description":"SLSTR - nadir channel S3","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 03 acquired in nadir - view"},"syn-s3o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN24","description":"SLSTR - oblique channel S3","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with SLSTR channel 03 acquired in oblique - view"},"syn-s5n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN20","description":"SLSTR - nadir channel S5","center_wavelength":1.61,"full_width_half_max":0.06}],"description":"Surface - directional reflectance associated with SLSTR channel 05 acquired in nadir - view"},"syn-s5o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN25","description":"SLSTR - oblique channel S5","center_wavelength":1.61,"full_width_half_max":0.06}],"description":"Surface - directional reflectance associated with SLSTR channel 05 acquired in oblique - view"},"syn-s6n-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN21","description":"SLSTR - nadir channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Surface - directional reflectance associated with SLSTR channel 06 acquired in nadir - view"},"syn-s6o-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN26","description":"SLSTR - oblique channel S6","center_wavelength":2.25,"full_width_half_max":0.05}],"description":"Surface - directional reflectance associated with SLSTR channel 06 acquired in oblique - view"},"syn-oa01-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN01","description":"OLCI - channel Oa01","center_wavelength":0.4,"full_width_half_max":0.015}],"description":"Surface - directional reflectance associated with OLCI channel 01"},"syn-oa02-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN02","description":"OLCI - channel Oa02","center_wavelength":0.4125,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 02"},"syn-oa03-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN03","description":"OLCI - channel Oa03","center_wavelength":0.4425,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 03"},"syn-oa04-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN04","description":"OLCI - channel Oa04","center_wavelength":0.49,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 04"},"syn-oa05-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN05","description":"OLCI - channel Oa05","center_wavelength":0.51,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 05"},"syn-oa06-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN06","description":"OLCI - channel Oa06","center_wavelength":0.56,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 06"},"syn-oa07-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN07","description":"OLCI - channel Oa07","center_wavelength":0.62,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 07"},"syn-oa08-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN08","description":"OLCI - channel Oa08","center_wavelength":0.665,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 08"},"syn-oa09-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN09","description":"OLCI - channel Oa09","center_wavelength":0.67375,"full_width_half_max":0.0075}],"description":"Surface - directional reflectance associated with OLCI channel 09"},"syn-oa10-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN10","description":"OLCI - channel Oa10","center_wavelength":0.68125,"full_width_half_max":0.0075}],"description":"Surface - directional reflectance associated with OLCI channel 10"},"syn-oa11-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN11","description":"OLCI - channel Oa11","center_wavelength":0.70875,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 11"},"syn-oa12-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN12","description":"OLCI - channel Oa12","center_wavelength":0.75375,"full_width_half_max":0.0075}],"description":"Surface - directional reflectance associated with OLCI channel 12"},"syn-oa16-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN13","description":"OLCI - channel Oa16","center_wavelength":0.7785,"full_width_half_max":0.015}],"description":"Surface - directional reflectance associated with OLCI channel 16"},"syn-oa17-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN14","description":"OLCI - channel Oa17","center_wavelength":0.865,"full_width_half_max":0.02}],"description":"Surface - directional reflectance associated with OLCI channel 17"},"syn-oa18-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN15","description":"OLCI - channel Oa18","center_wavelength":0.885,"full_width_half_max":0.01}],"description":"Surface - directional reflectance associated with OLCI channel 18"},"syn-oa21-reflectance":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"SYN16","description":"OLCI - channel Oa21","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Surface - directional reflectance associated with OLCI channel 21"},"syn-sdr-removed-pixels":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"S1","description":"Band - 1 - Cloud screening, vegetation monitoring, aerosol","center_wavelength":0.55427,"full_width_half_max":0.01926},{"name":"S2","description":"Band - 2 - NDVI, vegetation monitoring, aerosol","center_wavelength":0.65947,"full_width_half_max":0.01925},{"name":"S3","description":"Band - 3 - NDVI, cloud flagging, pixel co-registration","center_wavelength":0.868,"full_width_half_max":0.0206},{"name":"S4","description":"Band - 4 - Cirrus detection over land","center_wavelength":1.3748,"full_width_half_max":0.0208},{"name":"S6","description":"Band - 6 - Vegetation state and cloud clearing","center_wavelength":2.2557,"full_width_half_max":0.05015},{"name":"Oa01","description":"Band - 1 - Aerosol correction, improved water constituent retrieval","center_wavelength":0.4,"full_width_half_max":0.015},{"name":"Oa02","description":"Band - 2 - Yellow substance and detrital pigments (turbidity)","center_wavelength":0.4125,"full_width_half_max":0.01},{"name":"Oa03","description":"Band - 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation","center_wavelength":0.4425,"full_width_half_max":0.01},{"name":"Oa04","description":"Band - 4 - Chlorophyll","center_wavelength":0.49,"full_width_half_max":0.01},{"name":"Oa05","description":"Band - 5 - Chlorophyll, sediment, turbidity, red tide","center_wavelength":0.51,"full_width_half_max":0.01},{"name":"Oa06","description":"Band - 6 - Chlorophyll reference (minimum)","center_wavelength":0.56,"full_width_half_max":0.01},{"name":"Oa07","description":"Band - 7 - Sediment loading","center_wavelength":0.62,"full_width_half_max":0.01},{"name":"Oa08","description":"Band - 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation","center_wavelength":0.665,"full_width_half_max":0.01},{"name":"Oa09","description":"Band - 9 - Improved fluorescence retrieval","center_wavelength":0.67375,"full_width_half_max":0.0075},{"name":"Oa10","description":"Band - 10 - Chlorophyll fluorescence peak, red edge","center_wavelength":0.68125,"full_width_half_max":0.0075},{"name":"Oa11","description":"Band - 11 - Chlorophyll fluorescence baseline, red edge transition","center_wavelength":0.70875,"full_width_half_max":0.01},{"name":"Oa12","description":"Band - 12 - O2 absorption / clouds, vegetation","center_wavelength":0.75375,"full_width_half_max":0.0075},{"name":"Oa13","description":"Band - 13 - O2 absorption / aerosol correction","center_wavelength":0.76125,"full_width_half_max":0.0025},{"name":"Oa16","description":"Band - 16 - Atmospheric / aerosol correction","center_wavelength":0.77875,"full_width_half_max":0.015},{"name":"Oa17","description":"Band - 17 - Atmospheric / aerosol correction, clouds, pixel co-registration","center_wavelength":0.865,"full_width_half_max":0.02},{"name":"Oa18","description":"Band - 18 - Water vapour absorption reference. Common reference band with SLSTR. - Vegetation monitoring","center_wavelength":0.885,"full_width_half_max":0.01},{"name":"Oa19","description":"Band - 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)","center_wavelength":0.9,"full_width_half_max":0.01},{"name":"Oa21","description":"Band - 21 - Water vapour absorption, atmospheric / aerosol correction","center_wavelength":1.02,"full_width_half_max":0.04}],"description":"Surface - directional reflectance and aerosol parameters associated with removed pixel"},"annotations-removed-pixels":{"type":"application/x-netcdf","roles":["data"],"description":"Annotations - parameters associated with removed pixel"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - surface reflectance and aerosol over land (SYNERGY SYN)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '3499' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:51 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181851Z-r159ff9f48b7kccrhC1YTOxt2c0000000d9000000000csuh - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-synergy-vgp-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vgp-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp","type":"text/html","title":"Sentinel-3 - Top of Atmosphere Reflectance Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vgp-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - Top of Atmosphere Reflectance (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vgp-l2-netcdf-thumb.png","title":"Sentinel-3 - Top of Atmosphere Reflectance (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-vgp-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"QS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2018-10-08T08:09:40.491227Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-vgp"],"s3:product_type":["SY_2_VGP___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides the Sentinel-3 [Synergy Level-2 Top of Atmosphere Reflectance](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp) - product, which is a SPOT VEGETATION Continuity Product containing measurement - data similar to that obtained by the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) - onboad the SPOT-3 and SPOT-4 satellites. The primary variables are four top - of atmosphere reflectance bands:\n\n- B0 (Blue, 450nm)\n- B2 (Red, 645nm)\n- - B3 (NIR, 835nm)\n- MIR (SWIR, 1665nm)\n\nThe four reflectance bands have center - wavelengths matching those on the original SPOT VEGETATION instrument and - have been adapted for scientific applications requiring highly accurate physical - measurements through correction for systematic errors and re-sampling to predefined - geographic projections. The pixel brightness count is the ground area''s apparent - reflectance as seen at the top of atmosphere.\n\n## Data files\n\nNetCDF files - are provided for the four reflectance bands. Additional metadata are delivered - in annotation NetCDF files, each containing a single variable, including the - geometric viewing and illumination conditions, the total water vapour and - ozone columns, and the aerosol optical depth.\n\nMore information about the - product and data processing can be found in the [User Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/level-2/vgt-p-product).\n\nThis - Collection contains Level-2 data in NetCDF files from October 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol - optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Top - of atmosphere reflectance data set associated with the VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Top - of atmosphere reflectance data set associated with the VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Top - of atmosphere reflectance data set associated with the VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total - ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status - map data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Top - of atmosphere Reflectance data set associated with the VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View - azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View - zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total - column water vapour data"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - top of atmosphere reflectance (SYNERGY VGP, a SPOT VEGETATION Continuity Product)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2278' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:52 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181851Z-r159ff9f48b5kd5thC1YTObrgc00000005d000000000aa13 - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf - response: - body: - string: '{"id":"sentinel-3-synergy-vg1-l2-netcdf","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/sentinel-3-synergy-vg1-l2-netcdf"},{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice","type":"application/pdf","title":"Sentinel - Data License"},{"rel":"about","href":"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10","type":"text/html","title":"Sentinel-3 - 1-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vg1-l2-netcdf","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"Sentinel-3 - 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vg1-l2-netcdf-thumb.png","title":"Sentinel-3 - 1-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail","media_type":"image/png"},"geoparquet-items":{"href":"abfs://items/sentinel-3-synergy-vg1-l2-netcdf.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC Items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":true,"partition_frequency":"AS"},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-56.0,180.0,75.0]]},"temporal":{"interval":[["2018-10-04T23:17:21Z",null]]}},"license":"proprietary","keywords":["Sentinel","Copernicus","ESA","Satellite","Reflectance","NDVI"],"providers":[{"url":"https://earth.esa.int/web/guest/home","name":"ESA","roles":["producer","processor","licensor"]},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02},{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055},{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"platform":["Sentinel-3A","Sentinel-3B"],"instruments":["OLCI","SLSTR"],"constellation":["Sentinel-3"],"s3:product_name":["synergy-vg1"],"s3:product_type":["SY_2_VG1___"],"sat:orbit_state":["ascending","descending"],"s3:processing_timeliness":["NT"],"sat:platform_international_designator":["2016-011A","2018-039A"]},"description":"This - Collection provides the Sentinel-3 [Synergy Level-2 1-Day Surface Reflectance - and NDVI](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) - products, which are SPOT VEGETATION Continuity Products similar to those obtained - from the [VEGETATION instrument](https://docs.terrascope.be/#/Satellites/SPOT-VGT/MissionInstruments) - onboard the SPOT-4 and SPOT-5 satellites. The primary variables are a maximum - Normalized Difference Vegetation Index (NDVI) composite, which is derived - from daily ground reflecrtance, and four surface reflectance bands:\n\n- B0 - (Blue, 450nm)\n- B2 (Red, 645nm)\n- B3 (NIR, 835nm)\n- MIR (SWIR, 1665nm)\n\nThe - four reflectance bands have center wavelengths matching those on the original - SPOT VEGETATION instrument. The NDVI variable, which is an indicator of the - amount of vegetation, is derived from the B3 and B2 bands.\n\n## Data files\n\nThe - four reflectance bands and NDVI values are each contained in dedicated NetCDF - files. Additional metadata are delivered in annotation NetCDF files, each - containing a single variable, including the geometric viewing and illumination - conditions, the total water vapour and ozone columns, and the aerosol optical - depth.\n\nEach 1-day product is delivered as a set of 10 rectangular scenes:\n\n- - AFRICA\n- NORTH_AMERICA\n- SOUTH_AMERICA\n- CENTRAL_AMERICA\n- NORTH_ASIA\n- - WEST_ASIA\n- SOUTH_EAST_ASIA\n- ASIAN_ISLANDS\n- AUSTRALASIA\n- EUROPE\n\nMore - information about the product and data processing can be found in the [User - Guide](https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10) - and [Technical Guide](https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-synergy/vgt-s/vg1-product-surface-reflectance).\n\nThis - Collection contains Level-2 data in NetCDF files from October 2018 to present.\n","item_assets":{"ag":{"type":"application/x-netcdf","roles":["data"],"description":"Aerosol - optical thickness data"},"b0":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B0","description":"OLCI - channels Oa02, Oa03","center_wavelength":0.45,"full_width_half_max":0.02}],"description":"Surface - Reflectance Data Set associated with VGT-B0 channel"},"b2":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035}],"description":"Surface - Reflectance Data Set associated with VGT-B2 channel"},"b3":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Surface - Reflectance Data Set associated with VGT-B3 channel"},"og":{"type":"application/x-netcdf","roles":["data"],"description":"Total - Ozone column data"},"sm":{"type":"application/x-netcdf","roles":["data"],"description":"Status - Map data"},"tg":{"type":"application/x-netcdf","roles":["data"],"description":"Synthesis - time data"},"mir":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"MIR","description":"SLSTR - nadir and oblique channels S5, S6","center_wavelength":1.665,"full_width_half_max":0.085}],"description":"Surface - Reflectance Data Set associated with VGT-MIR channel"},"saa":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - azimuth angle data"},"sza":{"type":"application/x-netcdf","roles":["data"],"description":"Solar - zenith angle data"},"vaa":{"type":"application/x-netcdf","roles":["data"],"description":"View - azimuth angle data"},"vza":{"type":"application/x-netcdf","roles":["data"],"description":"View - zenith angle data"},"wvg":{"type":"application/x-netcdf","roles":["data"],"description":"Total - column Water vapour data"},"ndvi":{"type":"application/x-netcdf","roles":["data"],"eo:bands":[{"name":"B2","description":"OLCI - channels Oa06, Oa07, Oa08, Oa09, Oa10","center_wavelength":0.645,"full_width_half_max":0.035},{"name":"B3","description":"OLCI - channels Oa16, Oa17, Oa18, Oa21","center_wavelength":0.835,"full_width_half_max":0.055}],"description":"Normalised - difference vegetation index"},"safe-manifest":{"type":"application/xml","roles":["metadata"],"description":"SAFE - product manifest"}},"msft:region":"westeurope","stac_version":"1.0.0","msft:group_id":"sentinel-3","msft:container":"sentinel-3","stac_extensions":["https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/eo/v1.1.0/schema.json"],"msft:storage_account":"sentinel3euwest","msft:short_description":"Sentinel-3 - 1-day surface reflectance and NDVI (SYNERGY VG1, a SPOT VEGETATION Continuity - Product)."}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2400' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:53 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181852Z-r159ff9f48b424hkhC1YTOqggg000000038g0000000059ww - status: - code: 200 - message: OK -- request: - body: null - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - User-Agent: - - python-requests/2.32.3 - method: GET - uri: https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover - response: - body: - string: '{"id":"esa-worldcover","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-worldcover"},{"rel":"license","href":"https://spdx.org/licenses/CC-BY-4.0.html","type":"text/html","title":"Creative - Commons Attribution 4.0 International License"},{"rel":"cite-as","href":"https://doi.org/10.5281/zenodo.5571936 - ","type":"text/html","title":"2020 Data DOI"},{"rel":"cite-as","href":"https://doi.org/10.5281/zenodo.7254221","type":"text/html","title":"2021 - Data DOI"},{"rel":"about","href":"https://esa-worldcover.s3.amazonaws.com/v100/2020/docs/WorldCover_PUM_V1.0.pdf","type":"application/pdf","title":"2020 - Product Version 1.0.0 User Manual"},{"rel":"about","href":"https://esa-worldcover.s3.eu-central-1.amazonaws.com/v200/2021/docs/WorldCover_PUM_V2.0.pdf","type":"application/pdf","title":"2021 - Product Version 2.0.0 User Manual"},{"rel":"about","href":"https://worldcover2020.esa.int/data/docs/WorldCover_PVR_V1.1.pdf","type":"application/pdf","title":"2020 - Product Version 1.0.0 Validation Report"},{"rel":"about","href":"https://esa-worldcover.s3.eu-central-1.amazonaws.com/v200/2021/docs/WorldCover_PVR_V2.0.pdf","type":"application/pdf","title":"2021 - Product Version 2.0.0 Validation Report"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-worldcover","title":"Human - readable dataset overview and reference","type":"text/html"}],"title":"ESA - WorldCover","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-worldcover-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA - WorldCover thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-worldcover.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet - STAC items","description":"Snapshot of the collection''s STAC items exported - to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-60.0,180.0,82.75]]},"temporal":{"interval":[["2020-01-01T00:00:00Z","2021-12-31T23:59:59Z"]]}},"license":"CC-BY-4.0","keywords":["Global","Land - Cover","Sentinel","ESA"],"providers":[{"url":"https://esa-worldcover.org","name":"ESA","roles":["licensor","producer"]},{"url":"https://esa-worldcover.org","name":"ESA - WorldCover Consortium","roles":["processor"],"description":"The WorldCover - product is developed by a consortium led by VITO Remote Sensing together with - partners Brockmann Consult, CS SI, Gamma Remote Sensing AG, IIASA and Wageningen - University"},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["host"]}],"summaries":{"mission":["sentinel-1","sentinel-2"],"platform":["sentinel-1a","sentinel-1b","sentinel-2a","sentinel-2b"],"instruments":["c-sar","msi"],"esa_worldcover:product_version":["1.0.0","2.0.0"]},"description":"The - European Space Agency (ESA) [WorldCover](https://esa-worldcover.org/en) product - provides global land cover maps for the years 2020 and 2021 at 10 meter resolution - based on the combination of [Sentinel-1](https://sentinel.esa.int/web/sentinel/missions/sentinel-1) - radar data and [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2) - imagery. The discrete classification maps provide 11 classes defined using - the Land Cover Classification System (LCCS) developed by the United Nations - (UN) Food and Agriculture Organization (FAO). The map images are stored in - [cloud-optimized GeoTIFF](https://www.cogeo.org/) format.\n\nThe WorldCover - product is developed by a consortium of European service providers and research - organizations. [VITO](https://remotesensing.vito.be/) (Belgium) is the prime - contractor of the WorldCover consortium together with [Brockmann Consult](https://www.brockmann-consult.de/) - (Germany), [CS SI](https://www.c-s.fr/) (France), [Gamma Remote Sensing AG](https://www.gamma-rs.ch/) - (Switzerland), [International Institute for Applied Systems Analysis](https://www.iiasa.ac.at/) - (Austria), and [Wageningen University](https://www.wur.nl/nl/Wageningen-University.htm) - (The Netherlands).\n\nTwo versions of the WorldCover product are available:\n\n- - WorldCover 2020 produced using v100 of the algorithm\n - [WorldCover 2020 - v100 User Manual](https://esa-worldcover.s3.eu-central-1.amazonaws.com/v100/2020/docs/WorldCover_PUM_V1.0.pdf)\n - - [WorldCover 2020 v100 Validation Report]()\n\n- - WorldCover 2021 produced using v200 of the algorithm\n - [WorldCover 2021 - v200 User Manual]()\n - - [WorldCover 2021 v200 Validaton Report]()\n\nSince - the WorldCover maps for 2020 and 2021 were generated with different algorithm - versions (v100 and v200, respectively), changes between the maps include both - changes in real land cover and changes due to the used algorithms.\n","item_assets":{"map":{"type":"image/tiff; - application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land - Cover Classes","description":"Discrete classification according to the Land - Cover Classification System scheme developed by the United Nations Food and - Agriculture Organization","raster:bands":[{"name":"Band1","nodata":0,"sampling":"area","data_type":"uint8","description":"Classification - values","spatial_resolution":10}],"classification:classes":[{"value":10,"color-hint":"006400","description":"Tree - cover"},{"value":20,"color-hint":"FFBB22","description":"Shrubland"},{"value":30,"color-hint":"FFFF4C","description":"Grassland"},{"value":40,"color-hint":"F096FF","description":"Cropland"},{"value":50,"color-hint":"FA0000","description":"Built-up"},{"value":60,"color-hint":"B4B4B4","description":"Bare - / sparse vegetation"},{"value":70,"color-hint":"F0F0F0","description":"Snow - and ice"},{"value":80,"color-hint":"0064C8","description":"Permanent water - bodies"},{"value":90,"color-hint":"0096A0","description":"Herbaceous wetland"},{"value":95,"color-hint":"00CF75","description":"Mangroves"},{"value":100,"color-hint":"FAE6A0","description":"Moss - and lichen"}]},"input_quality":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["metadata"],"title":"Classification - Input Data Quality","description":"Per pixel quality indicator showing the - quality of the input data.","raster:bands":[{"name":"Band1","nodata":-1,"sampling":"area","data_type":"int16","description":"Number - of Sentinel-1 GAMMA0 observations used in the classification workflow","spatial_resolution":60},{"name":"Band2","nodata":-1,"sampling":"area","data_type":"int16","description":"Number - of Sentinel-2 L2A observations used in the classification workflow","spatial_resolution":60},{"name":"Band3","nodata":-1,"sampling":"area","data_type":"int16","description":"Percentage - (0-100) of invalid S2 observations discarded in the classification workflow - (after cloud and cloud shadow filtering)","spatial_resolution":60}]}},"msft:region":"westeurope","stac_version":"1.0.0","msft:container":"esa-worldcover","stac_extensions":["https://stac-extensions.github.io/item-assets/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.0.0/schema.json","https://stac-extensions.github.io/classification/v1.0.0/schema.json","https://stac-extensions.github.io/table/v1.2.0/schema.json"],"msft:storage_account":"ai4edataeuwest","msft:short_description":"Global - land cover product at 10 meter resolution based on Sentinel-1 and Sentinel-2 - data"}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '2545' - Content-Type: - - application/json - Date: - - Wed, 14 May 2025 18:18:53 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181853Z-r159ff9f48b2ljh6hC1YTO9fu40000000cy00000000037sd - status: - code: 200 - message: OK -- request: - body: '{"collections": ["microsoft-pc", "daymet-annual-pr", "daymet-daily-hi", - "3dep-seamless", "3dep-lidar-dsm", "fia", "sentinel-1-rtc", "gridmet", "daymet-annual-na", - "daymet-monthly-na", "daymet-annual-hi", "daymet-monthly-hi", "daymet-monthly-pr", - "gnatsgo-tables", "hgb", "cop-dem-glo-30", "cop-dem-glo-90", "terraclimate", - "nasa-nex-gddp-cmip6", "gpm-imerg-hhr", "gnatsgo-rasters", "3dep-lidar-hag", - "io-lulc-annual-v02", "goes-cmi", "conus404", "3dep-lidar-intensity", "3dep-lidar-pointsourceid", - "mtbs", "noaa-c-cap", "3dep-lidar-copc", "modis-64A1-061", "alos-fnf-mosaic", - "3dep-lidar-returns", "mobi", "landsat-c2-l2", "era5-pds", "chloris-biomass", - "kaza-hydroforecast", "planet-nicfi-analytic", "modis-17A2H-061", "modis-11A2-061", - "daymet-daily-pr", "3dep-lidar-dtm-native", "3dep-lidar-classification", "3dep-lidar-dtm", - "gap", "modis-17A2HGF-061", "planet-nicfi-visual", "gbif", "modis-17A3HGF-061", - "modis-09A1-061", "alos-dem", "alos-palsar-mosaic", "deltares-water-availability", - "modis-16A3GF-061", "modis-21A2-061", "us-census", "jrc-gsw", "deltares-floods", - "modis-43A4-061", "modis-09Q1-061", "modis-14A1-061", "hrea", "modis-13Q1-061", - "modis-14A2-061", "sentinel-2-l2a", "modis-15A2H-061", "modis-11A1-061", "modis-15A3H-061", - "modis-13A1-061", "daymet-daily-na", "nrcan-landcover", "modis-10A2-061", "ecmwf-forecast", - "noaa-mrms-qpe-24h-pass2", "sentinel-1-grd", "nasadem", "io-lulc", "landsat-c2-l1", - "drcog-lulc", "chesapeake-lc-7", "chesapeake-lc-13", "chesapeake-lu", "noaa-mrms-qpe-1h-pass1", - "noaa-mrms-qpe-1h-pass2", "noaa-nclimgrid-monthly", "usda-cdl", "eclipse", "esa-cci-lc", - "esa-cci-lc-netcdf", "fws-nwi", "usgs-lcmap-conus-v13", "usgs-lcmap-hawaii-v10", - "noaa-climate-normals-tabular", "noaa-climate-normals-netcdf", "goes-glm", "noaa-climate-normals-gridded", - "aster-l1t", "cil-gdpcir-cc-by-sa", "naip", "io-lulc-9-class", "io-biodiversity", - "noaa-cdr-sea-surface-temperature-whoi", "noaa-cdr-ocean-heat-content", "cil-gdpcir-cc0", - "cil-gdpcir-cc-by", "noaa-cdr-sea-surface-temperature-whoi-netcdf", "noaa-cdr-sea-surface-temperature-optimum-interpolation", - "modis-10A1-061", "sentinel-5p-l2-netcdf", "sentinel-3-olci-wfr-l2-netcdf", - "noaa-cdr-ocean-heat-content-netcdf", "hls2-l30", "sentinel-3-synergy-aod-l2-netcdf", - "sentinel-3-synergy-v10-l2-netcdf", "sentinel-3-olci-lfr-l2-netcdf", "sentinel-3-sral-lan-l2-netcdf", - "sentinel-3-slstr-lst-l2-netcdf", "sentinel-3-slstr-wst-l2-netcdf", "sentinel-3-sral-wat-l2-netcdf", - "hls2-s30", "ms-buildings", "sentinel-3-slstr-frp-l2-netcdf", "sentinel-3-synergy-syn-l2-netcdf", - "sentinel-3-synergy-vgp-l2-netcdf", "sentinel-3-synergy-vg1-l2-netcdf", "esa-worldcover"]}' - headers: - Accept: - - '*/*' - Accept-Encoding: - - gzip, deflate - Connection: - - keep-alive - Content-Length: - - '2645' - Content-Type: - - application/json - User-Agent: - - python-requests/2.32.3 - method: POST - uri: https://planetarycomputer.microsoft.com/api/stac/v1/search - response: - body: - string: '{"type":"FeatureCollection","features":[{"id":"UKESM1-0-LL.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"UKESM1-0-LL","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"UKESM1-0-LL","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/pr/pr_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tas/tas_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/huss/huss_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"TaiESM1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/pr/pr_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tas/tas_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/huss/huss_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"TaiESM1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"NorESM2-MM","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"NorESM2-MM","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"NorESM2-LM","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"NorESM2-LM","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MRI-ESM2-0","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MRI-ESM2-0","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MIROC-ES2L","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MIROC-ES2L","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/pr/pr_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tas/tas_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/hurs/hurs_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rlds/rlds_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rsds/rsds_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MIROC6","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/pr/pr_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tas/tas_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/hurs/hurs_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rlds/rlds_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rsds/rsds_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"MIROC6","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"KACE-1-0-G","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"KACE-1-0-G","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"INM-CM5-0","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"INM-CM5-0","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"INM-CM4-8","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"INM-CM4-8","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-MM.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-MM.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"HadGEM3-GC31-MM","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2100-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-ESM4","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-ESM4","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-CM4","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-CM4","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"FGOALS-g3","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"FGOALS-g3","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp585_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"EC-Earth3","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp245_r1i1p1f1_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"EC-Earth3","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CNRM-CM6-1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CNRM-CM6-1","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CMCC-ESM2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CMCC-ESM2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/pr/pr_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tas/tas_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/hurs/hurs_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/huss/huss_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rlds/rlds_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rsds/rsds_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CanESM5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/pr/pr_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tas/tas_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/hurs/hurs_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/huss/huss_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rlds/rlds_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rsds/rsds_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CanESM5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"ACCESS-CM2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"ACCESS-CM2","end_datetime":"2100-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T12:00:00Z","2100-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"KIOST-ESM","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"KIOST-ESM","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CESM2-WACCM","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CESM2-WACCM","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp585.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp585.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/pr/pr_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/tas/tas_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/hurs/hurs_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/huss/huss_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rlds/rlds_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rsds/rsds_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp585_r4i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CESM2","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp245.2100","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp245.2100"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/pr/pr_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/tas/tas_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/hurs/hurs_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/huss/huss_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rlds/rlds_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rsds/rsds_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp245_r4i1p1f1_gn_2100.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2100,"cmip6:model":"CESM2","end_datetime":"2100-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2100-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2100-01-01T00:00:00Z","2100-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"UKESM1-0-LL","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"UKESM1-0-LL","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/pr/pr_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tas/tas_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/huss/huss_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"TaiESM1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/pr/pr_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tas/tas_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/huss/huss_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"TaiESM1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"NorESM2-MM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"NorESM2-MM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"NorESM2-LM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"NorESM2-LM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MRI-ESM2-0","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MRI-ESM2-0","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MIROC-ES2L","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MIROC-ES2L","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/pr/pr_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tas/tas_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/hurs/hurs_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rlds/rlds_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rsds/rsds_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MIROC6","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/pr/pr_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tas/tas_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/hurs/hurs_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rlds/rlds_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rsds/rsds_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"MIROC6","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"KACE-1-0-G","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"KACE-1-0-G","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"INM-CM5-0","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"INM-CM5-0","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"INM-CM4-8","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"INM-CM4-8","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/pr/pr_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/tas/tas_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/huss/huss_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"IITM-ESM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/pr/pr_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/tas/tas_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/huss/huss_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"IITM-ESM","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-MM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-MM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"HadGEM3-GC31-MM","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2099-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-ESM4","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-ESM4","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-CM4","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-CM4","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"FGOALS-g3","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"FGOALS-g3","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp585_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"EC-Earth3","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp245_r1i1p1f1_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"EC-Earth3","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CNRM-CM6-1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CNRM-CM6-1","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CMCC-ESM2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CMCC-ESM2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/pr/pr_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tas/tas_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/hurs/hurs_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/huss/huss_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rlds/rlds_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rsds/rsds_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CanESM5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/pr/pr_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tas/tas_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/hurs/hurs_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/huss/huss_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rlds/rlds_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rsds/rsds_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CanESM5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"ACCESS-CM2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"ACCESS-CM2","end_datetime":"2099-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T12:00:00Z","2099-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"KIOST-ESM","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"KIOST-ESM","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CESM2-WACCM","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CESM2-WACCM","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp585.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp585.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/pr/pr_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/tas/tas_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/hurs/hurs_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/huss/huss_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rlds/rlds_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rsds/rsds_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp585_r4i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CESM2","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp245.2099","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp245.2099"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/pr/pr_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/tas/tas_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/hurs/hurs_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/huss/huss_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rlds/rlds_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rsds/rsds_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp245_r4i1p1f1_gn_2099.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2099,"cmip6:model":"CESM2","end_datetime":"2099-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2099-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2099-01-01T00:00:00Z","2099-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"UKESM1-0-LL","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"UKESM1-0-LL","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/pr/pr_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tas/tas_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/huss/huss_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"TaiESM1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/pr/pr_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tas/tas_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/huss/huss_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"TaiESM1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"NorESM2-MM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"NorESM2-MM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"NorESM2-LM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"NorESM2-LM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MRI-ESM2-0","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MRI-ESM2-0","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MIROC-ES2L","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MIROC-ES2L","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/pr/pr_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tas/tas_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/hurs/hurs_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rlds/rlds_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rsds/rsds_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MIROC6","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/pr/pr_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tas/tas_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/hurs/hurs_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rlds/rlds_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rsds/rsds_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"MIROC6","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"KACE-1-0-G","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"KACE-1-0-G","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"INM-CM5-0","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"INM-CM5-0","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"INM-CM4-8","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"INM-CM4-8","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/pr/pr_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/tas/tas_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/huss/huss_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"IITM-ESM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/pr/pr_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/tas/tas_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/huss/huss_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"IITM-ESM","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-MM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-MM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"HadGEM3-GC31-MM","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2098-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-ESM4","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-ESM4","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-CM4","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-CM4","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"FGOALS-g3","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"FGOALS-g3","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp585_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"EC-Earth3","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp245_r1i1p1f1_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"EC-Earth3","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CNRM-CM6-1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CNRM-CM6-1","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CMCC-ESM2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CMCC-ESM2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/pr/pr_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tas/tas_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/hurs/hurs_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/huss/huss_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rlds/rlds_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rsds/rsds_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CanESM5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/pr/pr_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tas/tas_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/hurs/hurs_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/huss/huss_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rlds/rlds_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rsds/rsds_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CanESM5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp585_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"ACCESS-CM2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-CM2.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-CM2.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/pr/pr_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tas/tas_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/huss/huss_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-CM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-CM2_ssp245_r1i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"ACCESS-CM2","end_datetime":"2098-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T12:00:00Z","2098-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp585_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"KIOST-ESM","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KIOST-ESM.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KIOST-ESM.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/pr/pr_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tas/tas_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/hurs/hurs_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/huss/huss_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rlds/rlds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/rsds/rsds_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmax/tasmax_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/tasmin/tasmin_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KIOST-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KIOST-ESM_ssp245_r1i1p1f1_gr1_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"KIOST-ESM","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"percent"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp585/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp585_r3i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CESM2-WACCM","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2-WACCM.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2-WACCM.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/pr/pr_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/tas/tas_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/hurs/hurs_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/huss/huss_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rlds/rlds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/rsds/rsds_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2-WACCM/ssp245/r3i1p1f1/sfcWind/sfcWind_day_CESM2-WACCM_ssp245_r3i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CESM2-WACCM","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp585.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp585.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/pr/pr_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/tas/tas_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/hurs/hurs_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/huss/huss_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rlds/rlds_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/rsds/rsds_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp585/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp585_r4i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CESM2","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CESM2.ssp245.2098","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CESM2.ssp245.2098"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/pr/pr_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/tas/tas_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/hurs/hurs_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/huss/huss_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rlds/rlds_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/rsds/rsds_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CESM2/ssp245/r4i1p1f1/sfcWind/sfcWind_day_CESM2_ssp245_r4i1p1f1_gn_2098.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2098,"cmip6:model":"CESM2","end_datetime":"2098-12-31T00:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"id":"pr","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Precipitation","units":"kg - m-2 s-1","comment":"chunits( ((1000 * PRECT)), units=\"kg m-2 s-1\")","mipTable":"day","out_name":"pr","frequency":"day","long_name":"Precipitation","time_label":"time-mean","time_title":"Temporal - mean","description":"at surface; includes both liquid and solid phases from - all types of clouds (both large-scale and convective)","variable_id":"pr","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"id":"tas","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Air Temperature","units":"K","comment":"TREFHT","mipTable":"day","out_name":"tas","frequency":"day","long_name":"Near-Surface - Air Temperature","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 2 meter) air temperature","variable_id":"tas","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 2 meter) air temperature"},"hurs":{"type":"data","unit":"%","attrs":{"id":"hurs","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Relative - Humidity","units":"%","comment":"chunits(RHREFHT,units=\"%\")","mipTable":"day","out_name":"hurs","frequency":"day","long_name":"Near-Surface - Relative Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C.","variable_id":"hurs","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"id":"huss","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Near-Surface Specific - Humidity","units":"1","comment":"QREFHT","mipTable":"day","out_name":"huss","frequency":"day","long_name":"Near-Surface - Specific Humidity","time_label":"time-mean","time_title":"Temporal mean","description":"Near-surface - (usually, 2 meter) specific humidity.","variable_id":"huss","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-surface - (usually, 2 meter) specific humidity."},"rlds":{"type":"data","unit":"W m-2","attrs":{"id":"rlds","prov":"day - ((isd.003))","type":"real","realm":"atmos","title":"Surface Downwelling Longwave - Radiation","units":"W m-2","comment":"FLDS","mipTable":"day","out_name":"rlds","frequency":"day","long_name":"Surface - Downwelling Longwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"The surface called \"surface\" means the lower boundary - of the atmosphere. \"longwave\" means longwave radiation. Downwelling radiation - is radiation from above. It does not mean \"net downward\". When thought of - as being incident on a surface, a radiative flux is sometimes called \"irradiance\". - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called \"vector irradiance\". In accordance with - common usage in geophysical disciplines, \"flux\" implies per unit area, called - \"flux density\" in physics.","variable_id":"rlds","cell_methods":"area: time: - mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"id":"rsds","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Surface - Downwelling Shortwave Radiation","units":"W m-2","comment":"FSDS","mipTable":"day","out_name":"rsds","frequency":"day","long_name":"Surface - Downwelling Shortwave Radiation","time_label":"time-mean","time_title":"Temporal - mean","description":"Surface solar irradiance for UV calculations.","variable_id":"rsds","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - solar irradiance for UV calculations."},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"id":"sfcWind","prov":"day ((isd.003))","type":"real","realm":"atmos","title":"Daily-Mean - Near-Surface Wind Speed","units":"m s-1","comment":"U10","mipTable":"day","out_name":"sfcWind","frequency":"day","long_name":"Daily-Mean - Near-Surface Wind Speed","time_label":"time-mean","time_title":"Temporal mean","description":"near-surface - (usually, 10 meters) wind speed.","variable_id":"sfcWind","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2098-01-01T00:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2098-01-01T00:00:00Z","2098-12-31T00:00:00Z"]}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp585/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"UKESM1-0-LL","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"UKESM1-0-LL.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/UKESM1-0-LL.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/pr/pr_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tas/tas_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/hurs/hurs_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/huss/huss_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rlds/rlds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/rsds/rsds_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmax/tasmax_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/tasmin/tasmin_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/UKESM1-0-LL/ssp245/r1i1p1f2/sfcWind/sfcWind_day_UKESM1-0-LL_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"UKESM1-0-LL","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/pr/pr_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tas/tas_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/huss/huss_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp585/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"TaiESM1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"TaiESM1.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/TaiESM1.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/pr/pr_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tas/tas_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/hurs/hurs_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/huss/huss_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rlds/rlds_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/rsds/rsds_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmax/tasmax_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/tasmin/tasmin_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/TaiESM1/ssp245/r1i1p1f1/sfcWind/sfcWind_day_TaiESM1_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"TaiESM1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"NorESM2-MM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-MM.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-MM.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-MM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-MM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"NorESM2-MM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"NorESM2-LM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"NorESM2-LM.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/NorESM2-LM.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/pr/pr_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tas/tas_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/hurs/hurs_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/huss/huss_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rlds/rlds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/rsds/rsds_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmax/tasmax_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/tasmin/tasmin_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/NorESM2-LM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_NorESM2-LM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"NorESM2-LM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MRI-ESM2-0","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MRI-ESM2-0.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MRI-ESM2-0.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/pr/pr_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tas/tas_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/hurs/hurs_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/huss/huss_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rlds/rlds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/rsds/rsds_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmax/tasmax_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/tasmin/tasmin_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MRI-ESM2-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MRI-ESM2-0_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MRI-ESM2-0","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECIPI","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHA","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QA","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"DLWB","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"DSWB","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TA","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"WIND","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-LR.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-LR.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MPI-ESM1-2-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MPI-ESM1-2-HR.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MPI-ESM1-2-HR.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/pr/pr_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tas/tas_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/hurs/hurs_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/huss/huss_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rlds/rlds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/rsds/rsds_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmax/tasmax_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/tasmin/tasmin_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MPI-ESM1-2-HR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MPI-ESM1-2-HR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp585/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp585_r1i1p1f2_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MIROC-ES2L","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC-ES2L.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC-ES2L.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/pr/pr_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tas/tas_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/hurs/hurs_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/huss/huss_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rlds/rlds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/rsds/rsds_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmax/tasmax_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/tasmin/tasmin_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC-ES2L/ssp245/r1i1p1f2/sfcWind/sfcWind_day_MIROC-ES2L_ssp245_r1i1p1f2_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MIROC-ES2L","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"Q2","standard_name":"specific_humidity","original_units":"kg/kg"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/pr/pr_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tas/tas_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/hurs/hurs_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rlds/rlds_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/rsds/rsds_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp585/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MIROC6","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"MIROC6.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/MIROC6.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/pr/pr_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tas/tas_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/hurs/hurs_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rlds/rlds_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/rsds/rsds_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmax/tasmax_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/tasmin/tasmin_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/MIROC6/ssp245/r1i1p1f1/sfcWind/sfcWind_day_MIROC6_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"MIROC6","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRCP","standard_name":"precipitation_flux","original_units":"kg/m**2/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RH2","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SLRD","standard_name":"surface_downwelling_longwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"SSRD","standard_name":"surface_downwelling_shortwave_flux_in_air","original_units":"W/m**2"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"T2","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"VABS10","standard_name":"wind_speed","original_units":"m/s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp585/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"KACE-1-0-G","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"KACE-1-0-G.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/KACE-1-0-G.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/pr/pr_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tas/tas_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/hurs/hurs_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/huss/huss_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rlds/rlds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/rsds/rsds_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmax/tasmax_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/tasmin/tasmin_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/KACE-1-0-G/ssp245/r1i1p1f1/sfcWind/sfcWind_day_KACE-1-0-G_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"KACE-1-0-G","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s05i216","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i245","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"m01s03i237","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s02i207","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"m01s01i235","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"TASMAX","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"m01s03i227","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IPSL-CM6A-LR.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IPSL-CM6A-LR.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/pr/pr_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tas/tas_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/hurs/hurs_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rlds/rlds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/rsds/rsds_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IPSL-CM6A-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IPSL-CM6A-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"IPSL-CM6A-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"maximum near-surface (usually, - 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"The - surface called \"surface\" means the lower boundary of the atmosphere. \"longwave\" - means longwave radiation. Downwelling radiation is radiation from above. It - does not mean \"net downward\". When thought of as being incident on a surface, - a radiative flux is sometimes called \"irradiance\". In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called \"vector irradiance\". In accordance with common usage in geophysical - disciplines, \"flux\" implies per unit area, called \"flux density\" in physics."},"rsds":{"type":"data","unit":"W - m-2","attrs":{"units":"W m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"surface - solar irradiance for UV calculations","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"surface - solar irradiance for UV calculations"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"maximum near-surface - (usually, 2 meter) air temperature (add cell_method attribute \"time: max\")","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature","interval_write":"1 - d","online_operation":"maximum","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - \"time: max\")"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","description":"near-surface - (usually, 10 meters) wind speed.","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"near-surface - (usually, 10 meters) wind speed."}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"INM-CM5-0","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM5-0.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM5-0.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/pr/pr_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tas/tas_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/huss/huss_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM5-0/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM5-0_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"INM-CM5-0","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp585/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"INM-CM4-8","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"INM-CM4-8.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/INM-CM4-8.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/pr/pr_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tas/tas_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/hurs/hurs_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/huss/huss_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rlds/rlds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/rsds/rsds_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmax/tasmax_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/tasmin/tasmin_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/INM-CM4-8/ssp245/r1i1p1f1/sfcWind/sfcWind_day_INM-CM4-8_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"INM-CM4-8","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 1 day)","cell_measures":"area: areacella","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 1 day)","cell_measures":"area: - areacella","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 1 day)","cell_measures":"area: areacella","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 1 day)","cell_measures":"area: areacella","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 1 day)","cell_measures":"area: areacella","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/pr/pr_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/tas/tas_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/huss/huss_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp585/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"IITM-ESM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"IITM-ESM.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/IITM-ESM.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/pr/pr_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/tas/tas_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/hurs/hurs_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/huss/huss_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rlds/rlds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/rsds/rsds_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/IITM-ESM/ssp245/r1i1p1f1/sfcWind/sfcWind_day_IITM-ESM_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"IITM-ESM","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature","long_name":"Near-Surface Air Temperature","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"sfcWind":{"type":"data","unit":"m s-1","attrs":{"units":"m - s-1","comment":"near-surface (usually, 10 meters) wind speed.","long_name":"Daily-Mean - Near-Surface Wind Speed","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-MM.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-MM.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-MM/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-MM_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"HadGEM3-GC31-MM","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp585/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp585_r1i1p1f3_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"HadGEM3-GC31-LL.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/HadGEM3-GC31-LL.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/pr/pr_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tas/tas_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/hurs/hurs_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/huss/huss_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rlds/rlds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/rsds/rsds_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmax/tasmax_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/tasmin/tasmin_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/HadGEM3-GC31-LL/ssp245/r1i1p1f3/sfcWind/sfcWind_day_HadGEM3-GC31-LL_ssp245_r1i1p1f3_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"HadGEM3-GC31-LL","end_datetime":"2097-12-30T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s05i216, lbproc: 128)","standard_name":"precipitation_flux"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i245, lbproc: 128)","standard_name":"relative_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i237, lbproc: 128)","standard_name":"specific_humidity"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: The surface called - ''surface'' means the lower boundary of the atmosphere. ''longwave'' means - longwave radiation. Downwelling radiation is radiation from above. It does - not mean ''net downward''. When thought of as being incident on a surface, - a radiative flux is sometimes called ''irradiance''. In addition, it is identical - with the quantity measured by a cosine-collector light-meter and sometimes - called ''vector irradiance''. In accordance with common usage in geophysical - disciplines, ''flux'' implies per unit area, called ''flux density'' in physics.","long_name":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"mo: (stash: m01s02i207, lbproc: 128)","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"mo: For instantaneous outputs, this diagnostic represents - an average over the radiation time step using the state of the atmosphere - (T,q,clouds) from the first dynamics step within that interval. The time coordinate - is the start of the radiation time step interval, so the value for t(N) is - the average from t(N) to t(N+1)., ScenarioMIP_table_comment: Surface solar - irradiance for UV calculations.","long_name":"Surface Downwelling Shortwave - Radiation","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s01i235, lbproc: 128)","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"mo: - (stash: m01s03i236, lbproc: 8192)","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"mo: (stash: - m01s03i230, lbproc: 128)","standard_name":"wind_speed"},"shape":[360,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-30T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-ESM4","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-ESM4.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-ESM4.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-ESM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-ESM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-ESM4","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-CM4","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr1_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-CM4","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp585_r1i1p1f1_gr2_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"GFDL-CM4_gr2.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/GFDL-CM4_gr2.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/pr/pr_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tas/tas_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/hurs/hurs_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/huss/huss_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rlds/rlds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/rsds/rsds_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmax/tasmax_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/tasmin/tasmin_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/GFDL-CM4_gr2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_GFDL-CM4_ssp245_r1i1p1f1_gr2_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"GFDL-CM4_gr2","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"pr","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"hurs","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","cell_methods":"area: time: mean","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"huss","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"rlds","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order1","original_name":"rsds","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","interp_method":"conserve_order2","original_name":"tasmax","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","interp_method":"conserve_order2","original_name":"sfcWind","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp585/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp585_r3i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"FGOALS-g3","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"FGOALS-g3.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/FGOALS-g3.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/pr/pr_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tas/tas_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/hurs/hurs_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/huss/huss_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rlds/rlds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/rsds/rsds_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmax/tasmax_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/tasmin/tasmin_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/FGOALS-g3/ssp245/r3i1p1f1/sfcWind/sfcWind_day_FGOALS-g3_ssp245_r3i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"FGOALS-g3","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"relative_humidity","original_units":"1"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 10 minutes)","cell_measures":"area: - areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 10 minutes)","cell_measures":"area: areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 10 minutes)","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3-Veg-LR.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3-Veg-LR.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3-Veg-LR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"EC-Earth3-Veg-LR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/pr/pr_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tas/tas_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/huss/huss_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp585/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp585_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"EC-Earth3","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"EC-Earth3.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/EC-Earth3.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/pr/pr_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tas/tas_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/hurs/hurs_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/huss/huss_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rlds/rlds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/rsds/rsds_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmax/tasmax_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/tasmin/tasmin_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/EC-Earth3/ssp245/r1i1p1f1/sfcWind/sfcWind_day_EC-Earth3_ssp245_r1i1p1f1_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"EC-Earth3","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-ESM2-1.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-ESM2-1.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-ESM2-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-ESM2-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CNRM-ESM2-1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp585/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp585_r1i1p1f2_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CNRM-CM6-1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CNRM-CM6-1.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CNRM-CM6-1.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/pr/pr_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tas/tas_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/hurs/hurs_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/huss/huss_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rlds/rlds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/rsds/rsds_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmax/tasmax_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/tasmin/tasmin_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CNRM-CM6-1/ssp245/r1i1p1f2/sfcWind/sfcWind_day_CNRM-CM6-1_ssp245_r1i1p1f2_gr_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CNRM-CM6-1","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","long_name":"Precipitation","description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux","interval_write":"1 d","online_operation":"average","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"at - surface; includes both liquid and solid phases from all types of clouds (both - large-scale and convective)"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","description":"Daily Maximum Near-Surface Air - Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","long_name":"Near-Surface - Relative Humidity","description":"This is the relative humidity with respect - to liquid water for T> 0 C, and with respect to ice for T<0 C.","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"This - is the relative humidity with respect to liquid water for T> 0 C, and with - respect to ice for T<0 C."},"huss":{"type":"data","unit":"1","attrs":{"units":"1","long_name":"Near-Surface - Specific Humidity","description":"Near-Surface Specific Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Longwave Radiation","description":"Surface - Downwelling Longwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_longwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","long_name":"Surface Downwelling Shortwave Radiation","description":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air","interval_write":"1 - d","online_operation":"average","interval_operation":"900 s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","long_name":"Daily - Maximum Near-Surface Air Temperature","description":"Daily Maximum Near-Surface - Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature","interval_write":"1 d","online_operation":"maximum","interval_operation":"900 - s"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","long_name":"wind speed","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"wind - speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"Time - axis"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CMCC-ESM2","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-ESM2.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-ESM2.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/pr/pr_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tas/tas_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/huss/huss_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-ESM2/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-ESM2_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CMCC-ESM2","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CMCC-CM2-SR5.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CMCC-CM2-SR5.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/pr/pr_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tas/tas_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/hurs/hurs_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/huss/huss_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rlds/rlds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/rsds/rsds_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmax/tasmax_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/tasmin/tasmin_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CMCC-CM2-SR5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CMCC-CM2-SR5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"RHREFHT","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"QREFHT","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"U10","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/pr/pr_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tas/tas_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/hurs/hurs_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/huss/huss_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rlds/rlds_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/rsds/rsds_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CanESM5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"CanESM5.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/CanESM5.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/pr/pr_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tas/tas_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/hurs/hurs_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/huss/huss_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rlds/rlds_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/rsds/rsds_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmax/tasmax_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/tasmin/tasmin_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/CanESM5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_CanESM5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"CanESM5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"PCP","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SRH","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","original_name":"SQ","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"FDL","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","original_name":"FSS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","original_name":"STMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","original_name":"SWA","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp585/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"BCC-CSM2-MR.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/BCC-CSM2-MR.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/pr/pr_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tas/tas_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/huss/huss_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rlds/rlds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/rsds/rsds_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmax/tasmax_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/tasmin/tasmin_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/BCC-CSM2-MR/ssp245/r1i1p1f1/sfcWind/sfcWind_day_BCC-CSM2-MR_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"BCC-CSM2-MR","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean - (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"PRECT","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean (interval: 5 minutes)","cell_measures":"area: - areacella","original_name":"QREFHT","standard_name":"specific_humidity","original_units":"1.0"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"RLDS","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"surface solar irradiance for UV calculations","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean (interval: - 5 minutes)","cell_measures":"area: areacella","original_name":"FSDS","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"TREFHTMX","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean (interval: 5 minutes)","cell_measures":"area: areacella","original_name":"U10M","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp585.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp585.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp585/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp585_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp585","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"},{"id":"ACCESS-ESM1-5.ssp245.2097","bbox":[-180,-90,180,90],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/nasa-nex-gddp-cmip6/items/ACCESS-ESM1-5.ssp245.2097"}],"assets":{"pr":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/pr/pr_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"pr","type":"application/netcdf","roles":["data"]},"tas":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tas/tas_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tas","type":"application/netcdf","roles":["data"]},"hurs":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/hurs/hurs_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"hurs","type":"application/netcdf","roles":["data"]},"huss":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/huss/huss_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"huss","type":"application/netcdf","roles":["data"]},"rlds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rlds/rlds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rlds","type":"application/netcdf","roles":["data"]},"rsds":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/rsds/rsds_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"rsds","type":"application/netcdf","roles":["data"]},"tasmax":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmax/tasmax_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmax","type":"application/netcdf","roles":["data"]},"tasmin":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/tasmin/tasmin_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"tasmin","type":"application/netcdf","roles":["data"]},"sfcWind":{"href":"https://nasagddp.blob.core.windows.net/nex-gddp-cmip6/NEX/GDDP-CMIP6/ACCESS-ESM1-5/ssp245/r1i1p1f1/sfcWind/sfcWind_day_ACCESS-ESM1-5_ssp245_r1i1p1f1_gn_2097.nc","cmip6:variable":"sfcWind","type":"application/netcdf","roles":["data"]}},"geometry":{"type":"Polygon","coordinates":[[[180,-90],[180,90],[-180,90],[-180,-90],[180,-90]]]},"collection":"nasa-nex-gddp-cmip6","properties":{"datetime":null,"cmip6:year":2097,"cmip6:model":"ACCESS-ESM1-5","end_datetime":"2097-12-31T12:00:00Z","cmip6:scenario":"ssp245","cube:variables":{"pr":{"type":"data","unit":"kg - m-2 s-1","attrs":{"units":"kg m-2 s-1","comment":"includes both liquid and - solid phases","long_name":"Precipitation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"precipitation_flux"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Precipitation"},"tas":{"type":"data","unit":"K","attrs":{"units":"K","comment":"near-surface - (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin","long_name":"Daily - Near-Surface Air Temperature","cell_methods":"area: mean time: maximum","cell_measures":"area: - areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Near-Surface Air Temperature"},"hurs":{"type":"data","unit":"%","attrs":{"units":"%","comment":"The - relative humidity with respect to liquid water for T> 0 C, and with respect - to ice for T<0 C.","long_name":"Near-Surface Relative Humidity","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"relative_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Relative Humidity"},"huss":{"type":"data","unit":"1","attrs":{"units":"1","comment":"Near-surface - (usually, 2 meter) specific humidity.","long_name":"Near-Surface Specific - Humidity","cell_methods":"area: time: mean","cell_measures":"area: areacella","standard_name":"specific_humidity"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Near-Surface - Specific Humidity"},"rlds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"The surface called ''surface'' means the lower boundary of - the atmosphere. ''longwave'' means longwave radiation. Downwelling radiation - is radiation from above. It does not mean ''net downward''. When thought of - as being incident on a surface, a radiative flux is sometimes called ''irradiance''. - In addition, it is identical with the quantity measured by a cosine-collector - light-meter and sometimes called ''vector irradiance''. In accordance with - common usage in geophysical disciplines, ''flux'' implies per unit area, called - ''flux density'' in physics.","long_name":"Surface Downwelling Longwave Radiation","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"surface_downwelling_longwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Longwave Radiation"},"rsds":{"type":"data","unit":"W m-2","attrs":{"units":"W - m-2","comment":"Surface solar irradiance for UV calculations.","long_name":"Surface - Downwelling Shortwave Radiation","cell_methods":"area: time: mean","cell_measures":"area: - areacella","standard_name":"surface_downwelling_shortwave_flux_in_air"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Surface - Downwelling Shortwave Radiation"},"tasmax":{"type":"data","unit":"K","attrs":{"units":"K","comment":"maximum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: max'')","long_name":"Daily Maximum Near-Surface Air Temperature","cell_methods":"area: - mean time: maximum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Maximum Near-Surface Air Temperature"},"tasmin":{"type":"data","unit":"K","attrs":{"units":"K","comment":"minimum - near-surface (usually, 2 meter) air temperature (add cell_method attribute - ''time: min'')","long_name":"Daily Minimum Near-Surface Air Temperature","cell_methods":"area: - mean time: minimum","cell_measures":"area: areacella","standard_name":"air_temperature"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily - Minimum Near-Surface Air Temperature"},"sfcWind":{"type":"data","unit":"m - s-1","attrs":{"units":"m s-1","comment":"near-surface (usually, 10 meters) - wind speed.","long_name":"Daily-Mean Near-Surface Wind Speed","cell_methods":"area: - time: mean","cell_measures":"area: areacella","standard_name":"wind_speed"},"shape":[365,600,1440],"dimensions":["time","lat","lon"],"description":"Daily-Mean - Near-Surface Wind Speed"}},"start_datetime":"2097-01-01T12:00:00Z","cube:dimensions":{"lat":{"axis":"y","step":0.25,"type":"spatial","extent":[-59.875,89.875],"description":"latitude","reference_system":4326},"lon":{"axis":"x","step":0.25,"type":"spatial","extent":[0.125,359.875],"description":"longitude","reference_system":4326},"time":{"step":"P1DT0H0M0S","type":"temporal","extent":["2097-01-01T12:00:00Z","2097-12-31T12:00:00Z"],"description":"time"}}},"stac_extensions":["https://stac-extensions.github.io/datacube/v2.0.0/schema.json"],"stac_version":"1.0.0"}],"links":[{"rel":"next","type":"application/geo+json","method":"POST","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search","body":{"collections":["microsoft-pc","daymet-annual-pr","daymet-daily-hi","3dep-seamless","3dep-lidar-dsm","fia","sentinel-1-rtc","gridmet","daymet-annual-na","daymet-monthly-na","daymet-annual-hi","daymet-monthly-hi","daymet-monthly-pr","gnatsgo-tables","hgb","cop-dem-glo-30","cop-dem-glo-90","terraclimate","nasa-nex-gddp-cmip6","gpm-imerg-hhr","gnatsgo-rasters","3dep-lidar-hag","io-lulc-annual-v02","goes-cmi","conus404","3dep-lidar-intensity","3dep-lidar-pointsourceid","mtbs","noaa-c-cap","3dep-lidar-copc","modis-64A1-061","alos-fnf-mosaic","3dep-lidar-returns","mobi","landsat-c2-l2","era5-pds","chloris-biomass","kaza-hydroforecast","planet-nicfi-analytic","modis-17A2H-061","modis-11A2-061","daymet-daily-pr","3dep-lidar-dtm-native","3dep-lidar-classification","3dep-lidar-dtm","gap","modis-17A2HGF-061","planet-nicfi-visual","gbif","modis-17A3HGF-061","modis-09A1-061","alos-dem","alos-palsar-mosaic","deltares-water-availability","modis-16A3GF-061","modis-21A2-061","us-census","jrc-gsw","deltares-floods","modis-43A4-061","modis-09Q1-061","modis-14A1-061","hrea","modis-13Q1-061","modis-14A2-061","sentinel-2-l2a","modis-15A2H-061","modis-11A1-061","modis-15A3H-061","modis-13A1-061","daymet-daily-na","nrcan-landcover","modis-10A2-061","ecmwf-forecast","noaa-mrms-qpe-24h-pass2","sentinel-1-grd","nasadem","io-lulc","landsat-c2-l1","drcog-lulc","chesapeake-lc-7","chesapeake-lc-13","chesapeake-lu","noaa-mrms-qpe-1h-pass1","noaa-mrms-qpe-1h-pass2","noaa-nclimgrid-monthly","usda-cdl","eclipse","esa-cci-lc","esa-cci-lc-netcdf","fws-nwi","usgs-lcmap-conus-v13","usgs-lcmap-hawaii-v10","noaa-climate-normals-tabular","noaa-climate-normals-netcdf","goes-glm","noaa-climate-normals-gridded","aster-l1t","cil-gdpcir-cc-by-sa","naip","io-lulc-9-class","io-biodiversity","noaa-cdr-sea-surface-temperature-whoi","noaa-cdr-ocean-heat-content","cil-gdpcir-cc0","cil-gdpcir-cc-by","noaa-cdr-sea-surface-temperature-whoi-netcdf","noaa-cdr-sea-surface-temperature-optimum-interpolation","modis-10A1-061","sentinel-5p-l2-netcdf","sentinel-3-olci-wfr-l2-netcdf","noaa-cdr-ocean-heat-content-netcdf","hls2-l30","sentinel-3-synergy-aod-l2-netcdf","sentinel-3-synergy-v10-l2-netcdf","sentinel-3-olci-lfr-l2-netcdf","sentinel-3-sral-lan-l2-netcdf","sentinel-3-slstr-lst-l2-netcdf","sentinel-3-slstr-wst-l2-netcdf","sentinel-3-sral-wat-l2-netcdf","hls2-s30","ms-buildings","sentinel-3-slstr-frp-l2-netcdf","sentinel-3-synergy-syn-l2-netcdf","sentinel-3-synergy-vgp-l2-netcdf","sentinel-3-synergy-vg1-l2-netcdf","esa-worldcover"],"token":"next:nasa-nex-gddp-cmip6:ACCESS-ESM1-5.ssp245.2097"}},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/search"}]}' - headers: - Accept-Ranges: - - bytes - Access-Control-Allow-Credentials: - - 'true' - Access-Control-Allow-Headers: - - X-PC-Request-Entity,DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Authorization - Access-Control-Allow-Methods: - - PUT, GET, POST, OPTIONS - Access-Control-Allow-Origin: - - '*' - Access-Control-Max-Age: - - '1728000' - Connection: - - keep-alive - Content-Length: - - '52177' - Content-Type: - - application/geo+json - Date: - - Wed, 14 May 2025 18:18:55 GMT - Strict-Transport-Security: - - max-age=31536000; includeSubDomains - X-Cache: - - CONFIG_NOCACHE - content-encoding: - - gzip - vary: - - Accept-Encoding - x-azure-ref: - - 20250514T181853Z-r159ff9f48brw5k4hC1YTOfee40000000cxg0000000006uv + uri: https://earth-search.aws.element84.com/v0/search + response: + body: + string: '{"type":"FeatureCollection","stac_version":"1.0.0-beta.2","stac_extensions":[],"context":{"page":1,"limit":10,"matched":59140235,"returned":10},"numberMatched":59140235,"numberReturned":10,"features":[{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55GDP_20241003_0_L2A","bbox":[145.7818492341335,-42.53859799130381,147.10774891088437,-41.54505757368992],"geometry":{"type":"Polygon","coordinates":[[[146.7963024570636,-42.53859799130381],[145.7818492341335,-42.53284395043111],[145.80057270610362,-41.54505757368992],[147.10774891088437,-41.55126275418956],[146.7963024570636,-42.53859799130381]]]},"properties":{"datetime":"2024-10-03T00:18:32Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"G","sentinel:grid_square":"DP","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55GDP_20241003T032207","sentinel:data_coverage":87.38,"eo:cloud_cover":8.9,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:22:07.796Z","updated":"2024-10-03T05:22:07.796Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/G/DP/2024/10/3/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,399960,0,-320,5400040,0,0,1]},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/G/DP/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/G/DP/2024/10/3/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B01":{"title":"Band + 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"B02":{"title":"Band + 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B03":{"title":"Band + 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B04":{"title":"Band + 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B05":{"title":"Band + 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B06":{"title":"Band + 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B07":{"title":"Band + 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B08":{"title":"Band + 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B8A":{"title":"Band + 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B09":{"title":"Band + 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"B11":{"title":"Band + 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B12":{"title":"Band + 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"WVP":{"title":"Water + Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55GDP_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/S2B_55GDP_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-G-DP-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-G-DP-2024-10-3-0"},{"title":"Source + STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/S2B_55GDP_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55GDP_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55GDP_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55HEC_20241003_0_L2A","bbox":[146.9997932100229,-34.429312828654396,148.1946853115099,-33.433420113332396],"geometry":{"type":"Polygon","coordinates":[[[146.9997932100229,-34.429312828654396],[146.9997955899612,-33.43904290245794],[148.18093963831072,-33.433420113332396],[148.1946853115099,-34.42347750671406],[146.9997932100229,-34.429312828654396]]]},"properties":{"datetime":"2024-10-03T00:16:18Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"H","sentinel:grid_square":"EC","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55HEC_20241003T032132","sentinel:data_coverage":100,"eo:cloud_cover":0,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:23:33.434Z","updated":"2024-10-03T05:23:33.434Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/H/EC/2024/10/3/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,499980,0,-320,6300040,0,0,1]},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/H/EC/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/H/EC/2024/10/3/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B01":{"title":"Band + 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"B02":{"title":"Band + 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B03":{"title":"Band + 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B04":{"title":"Band + 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B05":{"title":"Band + 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B06":{"title":"Band + 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B07":{"title":"Band + 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B08":{"title":"Band + 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B8A":{"title":"Band + 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B09":{"title":"Band + 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"B11":{"title":"Band + 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B12":{"title":"Band + 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"WVP":{"title":"Water + Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55HEC_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/S2B_55HEC_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-H-EC-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-H-EC-2024-10-3-0"},{"title":"Source + STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/S2B_55HEC_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55HEC_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55HEC_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55JHN_20241003_0_L2A","bbox":[149.9573295859729,-25.374826158099584,151.07023270111208,-24.359585086081147],"geometry":{"type":"Polygon","coordinates":[[[149.9810192714723,-25.374826158099584],[149.9573295859729,-24.384551620164704],[151.0379370725334,-24.359585086081147],[151.07023270111208,-25.348707760061068],[149.9810192714723,-25.374826158099584]]]},"properties":{"datetime":"2024-10-03T00:13:42Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"J","sentinel:grid_square":"HN","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55JHN_20241003T032132","sentinel:data_coverage":100,"eo:cloud_cover":22.11,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:22:32.403Z","updated":"2024-10-03T05:22:32.403Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/J/HN/2024/10/3/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,799980,0,-320,7300000,0,0,1]},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/J/HN/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/J/HN/2024/10/3/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B01":{"title":"Band + 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"B02":{"title":"Band + 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B03":{"title":"Band + 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B04":{"title":"Band + 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B05":{"title":"Band + 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B06":{"title":"Band + 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B07":{"title":"Band + 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B08":{"title":"Band + 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B8A":{"title":"Band + 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B09":{"title":"Band + 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"B11":{"title":"Band + 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B12":{"title":"Band + 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"WVP":{"title":"Water + Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55JHN_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/S2B_55JHN_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-J-HN-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-J-HN-2024-10-3-0"},{"title":"Source + STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/S2B_55JHN_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55JHN_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55JHN_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_15MWT_20230506_0_L2A","bbox":[-92.71710338472519,-2.357695714729873,-92.01266261624052,-1.8090147319742107],"geometry":{"type":"Polygon","coordinates":[[[-92.01266261624052,-2.357695714729873],[-92.0560908879947,-2.350766586774401],[-92.71710338472519,-2.229438980614664],[-92.62432120164375,-1.8092456744160916],[-92.01300424453746,-1.8090147319742107],[-92.01266261624052,-2.357695714729873]]]},"properties":{"datetime":"2023-05-06T16:34:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32715,"sentinel:utm_zone":15,"sentinel:latitude_band":"M","sentinel:grid_square":"WT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T163309_N0509_R140_T15MWT_20230506T200854","sentinel:data_coverage":32.61,"eo:cloud_cover":0,"sentinel:valid_cloud_cover":false,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:52.393Z","updated":"2023-05-06T22:38:52.393Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/15/M/WT/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_15MWT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/15/M/WT/2023/5/S2B_15MWT_20230506_0_L2A/S2B_15MWT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-M-WT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-M-WT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PBT_20230506_0_L2A","bbox":[-89.08588478522513,11.690012668805194,-88.74518736203468,11.754695185309686],"geometry":{"type":"Polygon","coordinates":[[[-88.74518736203468,11.690012668805194],[-88.9516536515512,11.726352527170459],[-89.08587787893606,11.751493169255449],[-89.08588478522513,11.75241053095248],[-88.74559371971407,11.754695185309686],[-88.74518736203468,11.690012668805194]]]},"properties":{"datetime":"2023-05-06T16:30:20Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"BT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PBT_20230506T200726","sentinel:data_coverage":1.09,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:34:31.152Z","updated":"2023-05-06T22:34:31.152Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/BT/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PBT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/BT/2023/5/S2B_16PBT_20230506_0_L2A/S2B_16PBT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PCT_20230506_0_L2A","bbox":[-88.83529174857664,11.483638069337541,-87.82703591176752,11.758833940560795],"geometry":{"type":"Polygon","coordinates":[[[-87.82703591176752,11.483638069337541],[-88.8349824533826,11.707343559688479],[-88.83529174857664,11.75413234550778],[-87.82784805459316,11.758833940560795],[-87.82703591176752,11.483638069337541]]]},"properties":{"datetime":"2023-05-06T16:30:19Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"CT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PCT_20230506T200726","sentinel:data_coverage":15.71,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:39:00.441Z","updated":"2023-05-06T22:39:00.441Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/CT/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PCT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/CT/2023/5/S2B_16PCT_20230506_0_L2A/S2B_16PCT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-CT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-CT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_15PZP_20230506_0_L2A","bbox":[-89.62032719218581,11.784951995968179,-89.22907000358717,12.640789372110895],"geometry":{"type":"Polygon","coordinates":[[[-89.24113885498912,11.784951995968179],[-89.38831685490888,11.808024608319675],[-89.62032719218581,11.84680704351762],[-89.44397707553799,12.640789372110895],[-89.22907000358717,12.637832572141805],[-89.24113885498912,11.784951995968179]]]},"properties":{"datetime":"2023-05-06T16:30:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32615,"sentinel:utm_zone":15,"sentinel:latitude_band":"P","sentinel:grid_square":"ZP","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T15PZP_20230506T200726","sentinel:data_coverage":24.81,"eo:cloud_cover":98.1,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:32.076Z","updated":"2023-05-06T22:38:32.076Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/15/P/ZP/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_15PZP_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/15/P/ZP/2023/5/S2B_15PZP_20230506_0_L2A/S2B_15PZP_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-P-ZP-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-P-ZP-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PET_20230506_0_L2A","bbox":[-87.00017438483464,11.277451946475995,-86.8882453932853,11.7600349842739],"geometry":{"type":"Polygon","coordinates":[[[-87.00017408768262,11.277451946475995],[-87.00017438483464,11.7600349842739],[-86.8882453932853,11.760013096943586],[-87.00017408768262,11.277451946475995]]]},"properties":{"datetime":"2023-05-06T16:30:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"ET","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PET_20230506T200726","sentinel:data_coverage":2.7,"eo:cloud_cover":98.79,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:38.254Z","updated":"2023-05-06T22:38:38.254Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/ET/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PET_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/ET/2023/5/S2B_16PET_20230506_0_L2A/S2B_16PET_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-ET-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-ET-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PBU_20230506_0_L2A","bbox":[-89.62017907866615,11.690373971442378,-88.74518962519173,12.658777373016484],"geometry":{"type":"Polygon","coordinates":[[[-88.74518962519173,11.690373971442378],[-89.62017907866615,11.846651948494927],[-89.44114436854683,12.653346331802213],[-88.75152629775388,12.658777373016484],[-88.74518962519173,11.690373971442378]]]},"properties":{"datetime":"2023-05-06T16:30:14Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"BU","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PBU_20230506T200726","sentinel:data_coverage":69.75,"eo:cloud_cover":99.32,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:09.398Z","updated":"2023-05-06T22:38:09.398Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/BU/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PBU_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/BU/2023/5/S2B_16PBU_20230506_0_L2A/S2B_16PBU_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BU-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BU-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PDU_20230506_0_L2A","bbox":[-87.92096676562824,11.670141095427311,-86.91023973927814,12.582809077565418],"geometry":{"type":"Polygon","coordinates":[[[-87.91783982214183,11.670141095427311],[-87.92096676562824,12.582809077565418],[-87.85938916531924,12.571659931497042],[-87.64141628042294,12.52055922484044],[-87.42190972510632,12.467977591060977],[-86.91023973927814,12.334788821022968],[-86.91045895917597,11.671593025042968],[-87.91783982214183,11.670141095427311]]]},"properties":{"datetime":"2023-05-06T16:30:10Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"DU","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PDU_20230506T200726","sentinel:data_coverage":79.66,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:37:37.325Z","updated":"2023-05-06T22:37:37.325Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/DU/2023/5/6/0/preview.jpg"},"overview":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original + JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original + XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/metadata.xml"},"visual":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True + color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band + 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band + 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band + 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band + 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band + 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band + 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band + 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band + 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band + 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band + 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band + 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band + 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol + Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water + Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene + Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PDU_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/DU/2023/5/S2B_16PDU_20230506_0_L2A/S2B_16PDU_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-DU-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-DU-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]}],"links":[{"rel":"next","title":"Next + page of results","method":"POST","href":"https://earth-search.aws.element84.com/v0/search","merge":false,"body":{"page":2,"limit":10}}]}' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Allow-Origin: + - '*' + Connection: + - keep-alive + Content-Length: + - '83844' + Content-Type: + - application/json + Date: + - Tue, 20 May 2025 18:20:38 GMT + Via: + - 1.1 fbdc01f132101cb05310363b09502a86.cloudfront.net (CloudFront) + X-Amz-Cf-Id: + - aUNja9kr6CkKBgj6Y8gKQO2nGG2VQtjlbVObQPdaQ86lVjE2e7RbXA== + X-Amz-Cf-Pop: + - YUL62-P1 + X-Amzn-Trace-Id: + - Root=1-682cc7f6-19b09dd768e053fb22af19c2;Parent=2aca020563037283;Sampled=0;Lineage=1:308471e4:0 + X-Cache: + - Miss from cloudfront + x-amz-apigw-id: + - K4QugG3VvHcEskw= + x-amzn-RequestId: + - d6256b4a-366d-4d02-b2d0-5a713d313119 status: code: 200 message: OK diff --git a/tests/test_client.py b/tests/test_client.py index 9cd1ce82..35548849 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -744,8 +744,9 @@ def test_get_items_recursion_collections_required_without_ids() -> None: when searching """ client = Client.open( - "https://planetarycomputer.microsoft.com/api/stac/v1/", + "https://earth-search.aws.element84.com/v0", ) + client.add_conforms_to("ITEM_SEARCH") next(client.get_items()) From a0ebc89f4f9387441fe115c85ccd3c773a55bbb6 Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Tue, 20 May 2025 14:49:59 -0400 Subject: [PATCH 8/9] test update --- ...sion_collections_required_without_ids.yaml | 840 +++++++++++++----- tests/test_client.py | 3 +- 2 files changed, 595 insertions(+), 248 deletions(-) diff --git a/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml index 2e151d92..d559fb84 100644 --- a/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml +++ b/tests/cassettes/test_client/test_get_items_recursion_collections_required_without_ids.yaml @@ -11,38 +11,54 @@ interactions: User-Agent: - python-requests/2.32.3 method: GET - uri: https://earth-search.aws.element84.com/v0 + uri: https://stac.sage.uvt.ro/ response: body: - string: '{"stac_version":"1.0.0-beta.2","stac_api_version":"0.9.0","id":"earth-search","title":"Earth - Search","description":"A STAC API of AWS Public Datasets powered by stac-server","links":[{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l1c"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"child","href":"https://earth-search.aws.element84.com/v0/collections/landsat-8-l1-c1"},{"rel":"service-desc","type":"application/vnd.oai.openapi+json;version=3.0","href":"https://earth-search.aws.element84.com/v0/api"},{"rel":"conformance","type":"application/json","href":"https://earth-search.aws.element84.com/v0/conformance"},{"rel":"children","type":"application/json","href":"https://earth-search.aws.element84.com/v0/collections"},{"rel":"self","type":"application/json","href":"https://earth-search.aws.element84.com/v0/"},{"rel":"search","type":"application/json","href":"https://earth-search.aws.element84.com/v0/search"},{"rel":"docs","href":"https://stac-utils.github.io/stac-server/"}]}' + string: "{\"type\":\"Catalog\",\"id\":\"stac-fastapi\",\"title\":\"stac-fastapi\",\"description\":\"stac-fastapi\",\"stac_version\":\"1.0.0\",\"conformsTo\":[\"http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core\",\"http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2\",\"http://www.opengis.net/spec/cql2/1.0/conf/cql2-json\",\"http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/features-filter\",\"http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/filter\",\"https://api.stacspec.org/v1.0.0/collections\",\"http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson\",\"https://api.stacspec.org/v1.0.0/ogcapi-features\",\"http://www.opengis.net/spec/cql2/1.0/conf/cql2-text\",\"https://api.stacspec.org/v1.0.0/item-search#sort\",\"https://api.stacspec.org/v1.0.0/item-search\",\"http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30\",\"https://api.stacspec.org/v1.0.0/core\",\"https://api.stacspec.org/v1.0.0-rc.2/item-search#filter\",\"https://api.stacspec.org/v1.0.0/item-search#query\",\"https://api.stacspec.org/v1.0.0/item-search#fields\"],\"links\":[{\"rel\":\"self\",\"type\":\"application/json\",\"href\":\"https://stac.sage.uvt.ro/\"},{\"rel\":\"root\",\"type\":\"application/json\",\"href\":\"https://stac.sage.uvt.ro/\"},{\"rel\":\"data\",\"type\":\"application/json\",\"href\":\"https://stac.sage.uvt.ro/collections\"},{\"rel\":\"conformance\",\"type\":\"application/json\",\"title\":\"STAC/OGC + conformance classes implemented by this server\",\"href\":\"https://stac.sage.uvt.ro/conformance\"},{\"rel\":\"search\",\"type\":\"application/geo+json\",\"title\":\"STAC + search\",\"href\":\"https://stac.sage.uvt.ro/search\",\"method\":\"GET\"},{\"rel\":\"search\",\"type\":\"application/geo+json\",\"title\":\"STAC + search\",\"href\":\"https://stac.sage.uvt.ro/search\",\"method\":\"POST\"},{\"rel\":\"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\"type\":\"application/schema+json\",\"title\":\"Queryables\",\"href\":\"https://stac.sage.uvt.ro/queryables\",\"method\":\"GET\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Copernicus + DEM 30m\",\"href\":\"https://stac.sage.uvt.ro/collections/copernicus-dem-30\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Sentinel-2 + Level-1C - Rom\xE2nia\",\"href\":\"https://stac.sage.uvt.ro/collections/sentinel-2-l1c\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Sentinel-2 + Level-1C - Rom\xE2nia - Vegetation Index\",\"href\":\"https://stac.sage.uvt.ro/collections/sentinel-2-l1c-ndvi\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"ANCPI + MNT - Rom\xE2nia County Level - Numerical Terrain Model\",\"href\":\"https://stac.sage.uvt.ro/collections/ancpi-judete-mnt\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Sentinel + 1 Level-1 Ground Range Detected (GRD)\",\"href\":\"https://stac.sage.uvt.ro/collections/sentinel-1-grd\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Corine + Land Cover 2018 (Vectorial)\",\"href\":\"https://stac.sage.uvt.ro/collections/clc-2018-20-vector\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Corine + Land Cover 2018 (Raster)\",\"href\":\"https://stac.sage.uvt.ro/collections/clc-2018-20\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Sentinel + 1 Radiometrically Terrain Corrected (RTC)\",\"href\":\"https://stac.sage.uvt.ro/collections/sentinel-1-rtc\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"MAJA + CAMS Products\",\"href\":\"https://stac.sage.uvt.ro/collections/maja-cams\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"Sentinel-2 + Level-2A MAJA - Rom\xE2nia\",\"href\":\"https://stac.sage.uvt.ro/collections/sentinel-2-l2a-maja\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"ESA + WorldCover 2020\",\"href\":\"https://stac.sage.uvt.ro/collections/esa-worldcover-2020\"},{\"rel\":\"child\",\"type\":\"application/json\",\"title\":\"ESA + WorldCover 2021\",\"href\":\"https://stac.sage.uvt.ro/collections/esa-worldcover-2021\"},{\"rel\":\"service-desc\",\"type\":\"application/vnd.oai.openapi+json;version=3.0\",\"title\":\"OpenAPI + service description\",\"href\":\"https://stac.sage.uvt.ro/api\"},{\"rel\":\"service-doc\",\"type\":\"text/html\",\"title\":\"OpenAPI + service documentation\",\"href\":\"https://stac.sage.uvt.ro/api.html\"}],\"stac_extensions\":[]}" headers: Access-Control-Allow-Credentials: - 'true' + Access-Control-Allow-Headers: + - DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Range,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS Access-Control-Allow-Origin: - '*' + Access-Control-Expose-Headers: + - '*, X-CustomResponseHeader' + Access-Control-Max-Age: + - '1728000' Connection: - keep-alive Content-Length: - - '1180' + - '893' Content-Type: - application/json Date: - - Tue, 20 May 2025 18:20:37 GMT - Via: - - 1.1 27b17699925096cc4791dc388c9d01d8.cloudfront.net (CloudFront) - X-Amz-Cf-Id: - - CeK6wmUix4qV2yQ3x4KS3tbOQsjLgL8mpOSRNERLXV8-AzfaOX90Ew== - X-Amz-Cf-Pop: - - YUL62-P1 - X-Amzn-Trace-Id: - - Root=1-682cc7f5-6079eeb450b5cc683531f585;Parent=28250622740df50a;Sampled=0;Lineage=1:308471e4:0 - X-Cache: - - Miss from cloudfront - x-amz-apigw-id: - - K4QudH9KvHcEkPg= - x-amzn-RequestId: - - b74a2b32-d516-4b92-ac50-b2f7b11bc70d + - Tue, 20 May 2025 18:49:20 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + content-encoding: + - gzip + vary: + - Accept-Encoding status: code: 200 message: OK @@ -62,245 +78,577 @@ interactions: User-Agent: - python-requests/2.32.3 method: POST - uri: https://earth-search.aws.element84.com/v0/search + uri: https://stac.sage.uvt.ro/search response: body: - string: '{"type":"FeatureCollection","stac_version":"1.0.0-beta.2","stac_extensions":[],"context":{"page":1,"limit":10,"matched":59140235,"returned":10},"numberMatched":59140235,"numberReturned":10,"features":[{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55GDP_20241003_0_L2A","bbox":[145.7818492341335,-42.53859799130381,147.10774891088437,-41.54505757368992],"geometry":{"type":"Polygon","coordinates":[[[146.7963024570636,-42.53859799130381],[145.7818492341335,-42.53284395043111],[145.80057270610362,-41.54505757368992],[147.10774891088437,-41.55126275418956],[146.7963024570636,-42.53859799130381]]]},"properties":{"datetime":"2024-10-03T00:18:32Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"G","sentinel:grid_square":"DP","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55GDP_20241003T032207","sentinel:data_coverage":87.38,"eo:cloud_cover":8.9,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:22:07.796Z","updated":"2024-10-03T05:22:07.796Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/G/DP/2024/10/3/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,399960,0,-320,5400040,0,0,1]},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/G/DP/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/G/DP/2024/10/3/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B01":{"title":"Band - 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"B02":{"title":"Band - 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B03":{"title":"Band - 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B04":{"title":"Band - 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B05":{"title":"Band - 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B06":{"title":"Band - 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B07":{"title":"Band - 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B08":{"title":"Band - 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"B8A":{"title":"Band - 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B09":{"title":"Band - 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"B11":{"title":"Band - 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"B12":{"title":"Band - 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,399960,0,-60,5400040,0,0,1]},"WVP":{"title":"Water - Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,399960,0,-10,5400040,0,0,1]},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,399960,0,-20,5400040,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55GDP_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/S2B_55GDP_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-G-DP-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-G-DP-2024-10-3-0"},{"title":"Source - STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/G/DP/2024/10/S2B_55GDP_20241003_0_L2A/S2B_55GDP_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55GDP_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55GDP_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55HEC_20241003_0_L2A","bbox":[146.9997932100229,-34.429312828654396,148.1946853115099,-33.433420113332396],"geometry":{"type":"Polygon","coordinates":[[[146.9997932100229,-34.429312828654396],[146.9997955899612,-33.43904290245794],[148.18093963831072,-33.433420113332396],[148.1946853115099,-34.42347750671406],[146.9997932100229,-34.429312828654396]]]},"properties":{"datetime":"2024-10-03T00:16:18Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"H","sentinel:grid_square":"EC","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55HEC_20241003T032132","sentinel:data_coverage":100,"eo:cloud_cover":0,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:23:33.434Z","updated":"2024-10-03T05:23:33.434Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/H/EC/2024/10/3/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,499980,0,-320,6300040,0,0,1]},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/H/EC/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/H/EC/2024/10/3/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B01":{"title":"Band - 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"B02":{"title":"Band - 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B03":{"title":"Band - 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B04":{"title":"Band - 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B05":{"title":"Band - 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B06":{"title":"Band - 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B07":{"title":"Band - 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B08":{"title":"Band - 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"B8A":{"title":"Band - 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B09":{"title":"Band - 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"B11":{"title":"Band - 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"B12":{"title":"Band - 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,499980,0,-60,6300040,0,0,1]},"WVP":{"title":"Water - Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,499980,0,-10,6300040,0,0,1]},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,499980,0,-20,6300040,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55HEC_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/S2B_55HEC_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-H-EC-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-H-EC-2024-10-3-0"},{"title":"Source - STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/H/EC/2024/10/S2B_55HEC_20241003_0_L2A/S2B_55HEC_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55HEC_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55HEC_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_55JHN_20241003_0_L2A","bbox":[149.9573295859729,-25.374826158099584,151.07023270111208,-24.359585086081147],"geometry":{"type":"Polygon","coordinates":[[[149.9810192714723,-25.374826158099584],[149.9573295859729,-24.384551620164704],[151.0379370725334,-24.359585086081147],[151.07023270111208,-25.348707760061068],[149.9810192714723,-25.374826158099584]]]},"properties":{"datetime":"2024-10-03T00:13:42Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32755,"sentinel:utm_zone":55,"sentinel:latitude_band":"J","sentinel:grid_square":"HN","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20241003T001109_N0511_R073_T55JHN_20241003T032132","sentinel:data_coverage":100,"eo:cloud_cover":22.11,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.11","sentinel:boa_offset_applied":true,"created":"2024-10-03T05:22:32.403Z","updated":"2024-10-03T05:22:32.403Z"},"collection":"sentinel-s2-l2a-cogs","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/55/J/HN/2024/10/3/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/L2A_PVI.tif","proj:shape":[343,343],"proj:transform":[320,0,799980,0,-320,7300000,0,0,1]},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/J/HN/2024/10/3/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/55/J/HN/2024/10/3/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/TCI.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B01":{"title":"Band - 1 (coastal)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B01.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"B02":{"title":"Band - 2 (blue)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B02.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B03":{"title":"Band - 3 (green)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B03.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B04":{"title":"Band - 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B04.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B05":{"title":"Band - 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B05.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B06":{"title":"Band - 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B06.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B07":{"title":"Band - 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B07.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B08":{"title":"Band - 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B08.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"B8A":{"title":"Band - 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B8A.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B09":{"title":"Band - 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B09.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"B11":{"title":"Band - 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B11.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"B12":{"title":"Band - 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/B12.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/AOT.tif","proj:shape":[1830,1830],"proj:transform":[60,0,799980,0,-60,7300000,0,0,1]},"WVP":{"title":"Water - Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/WVP.tif","proj:shape":[10980,10980],"proj:transform":[10,0,799980,0,-10,7300000,0,0,1]},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/SCL.tif","proj:shape":[5490,5490],"proj:transform":[20,0,799980,0,-20,7300000,0,0,1]}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items/S2B_55JHN_20241003_0_L2A"},{"rel":"canonical","href":"https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/S2B_55JHN_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-J-HN-2024-10-3-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-55-J-HN-2024-10-3-0"},{"title":"Source - STAC Item","rel":"derived_from","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/55/J/HN/2024/10/S2B_55JHN_20241003_0_L2A/S2B_55JHN_20241003_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a/workflow-cog-archive/S2B_55JHN_20241003_0_L2A","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a/workflow-cog-archive/S2B_55JHN_20241003_0_L2A"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_15MWT_20230506_0_L2A","bbox":[-92.71710338472519,-2.357695714729873,-92.01266261624052,-1.8090147319742107],"geometry":{"type":"Polygon","coordinates":[[[-92.01266261624052,-2.357695714729873],[-92.0560908879947,-2.350766586774401],[-92.71710338472519,-2.229438980614664],[-92.62432120164375,-1.8092456744160916],[-92.01300424453746,-1.8090147319742107],[-92.01266261624052,-2.357695714729873]]]},"properties":{"datetime":"2023-05-06T16:34:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32715,"sentinel:utm_zone":15,"sentinel:latitude_band":"M","sentinel:grid_square":"WT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T163309_N0509_R140_T15MWT_20230506T200854","sentinel:data_coverage":32.61,"eo:cloud_cover":0,"sentinel:valid_cloud_cover":false,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:52.393Z","updated":"2023-05-06T22:38:52.393Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/15/M/WT/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/M/WT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_15MWT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/15/M/WT/2023/5/S2B_15MWT_20230506_0_L2A/S2B_15MWT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-M-WT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-M-WT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PBT_20230506_0_L2A","bbox":[-89.08588478522513,11.690012668805194,-88.74518736203468,11.754695185309686],"geometry":{"type":"Polygon","coordinates":[[[-88.74518736203468,11.690012668805194],[-88.9516536515512,11.726352527170459],[-89.08587787893606,11.751493169255449],[-89.08588478522513,11.75241053095248],[-88.74559371971407,11.754695185309686],[-88.74518736203468,11.690012668805194]]]},"properties":{"datetime":"2023-05-06T16:30:20Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"BT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PBT_20230506T200726","sentinel:data_coverage":1.09,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:34:31.152Z","updated":"2023-05-06T22:34:31.152Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/BT/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PBT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/BT/2023/5/S2B_16PBT_20230506_0_L2A/S2B_16PBT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PCT_20230506_0_L2A","bbox":[-88.83529174857664,11.483638069337541,-87.82703591176752,11.758833940560795],"geometry":{"type":"Polygon","coordinates":[[[-87.82703591176752,11.483638069337541],[-88.8349824533826,11.707343559688479],[-88.83529174857664,11.75413234550778],[-87.82784805459316,11.758833940560795],[-87.82703591176752,11.483638069337541]]]},"properties":{"datetime":"2023-05-06T16:30:19Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"CT","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PCT_20230506T200726","sentinel:data_coverage":15.71,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:39:00.441Z","updated":"2023-05-06T22:39:00.441Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/CT/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/CT/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PCT_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/CT/2023/5/S2B_16PCT_20230506_0_L2A/S2B_16PCT_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-CT-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-CT-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_15PZP_20230506_0_L2A","bbox":[-89.62032719218581,11.784951995968179,-89.22907000358717,12.640789372110895],"geometry":{"type":"Polygon","coordinates":[[[-89.24113885498912,11.784951995968179],[-89.38831685490888,11.808024608319675],[-89.62032719218581,11.84680704351762],[-89.44397707553799,12.640789372110895],[-89.22907000358717,12.637832572141805],[-89.24113885498912,11.784951995968179]]]},"properties":{"datetime":"2023-05-06T16:30:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32615,"sentinel:utm_zone":15,"sentinel:latitude_band":"P","sentinel:grid_square":"ZP","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T15PZP_20230506T200726","sentinel:data_coverage":24.81,"eo:cloud_cover":98.1,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:32.076Z","updated":"2023-05-06T22:38:32.076Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/15/P/ZP/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/15/P/ZP/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_15PZP_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/15/P/ZP/2023/5/S2B_15PZP_20230506_0_L2A/S2B_15PZP_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-P-ZP-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-15-P-ZP-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PET_20230506_0_L2A","bbox":[-87.00017438483464,11.277451946475995,-86.8882453932853,11.7600349842739],"geometry":{"type":"Polygon","coordinates":[[[-87.00017408768262,11.277451946475995],[-87.00017438483464,11.7600349842739],[-86.8882453932853,11.760013096943586],[-87.00017408768262,11.277451946475995]]]},"properties":{"datetime":"2023-05-06T16:30:15Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"ET","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PET_20230506T200726","sentinel:data_coverage":2.7,"eo:cloud_cover":98.79,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:38.254Z","updated":"2023-05-06T22:38:38.254Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/ET/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/ET/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PET_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/ET/2023/5/S2B_16PET_20230506_0_L2A/S2B_16PET_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-ET-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-ET-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PBU_20230506_0_L2A","bbox":[-89.62017907866615,11.690373971442378,-88.74518962519173,12.658777373016484],"geometry":{"type":"Polygon","coordinates":[[[-88.74518962519173,11.690373971442378],[-89.62017907866615,11.846651948494927],[-89.44114436854683,12.653346331802213],[-88.75152629775388,12.658777373016484],[-88.74518962519173,11.690373971442378]]]},"properties":{"datetime":"2023-05-06T16:30:14Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"BU","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PBU_20230506T200726","sentinel:data_coverage":69.75,"eo:cloud_cover":99.32,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:38:09.398Z","updated":"2023-05-06T22:38:09.398Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/BU/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/BU/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PBU_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/BU/2023/5/S2B_16PBU_20230506_0_L2A/S2B_16PBU_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BU-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-BU-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]},{"type":"Feature","stac_version":"1.0.0-beta.2","stac_extensions":["eo","view","proj"],"id":"S2B_16PDU_20230506_0_L2A","bbox":[-87.92096676562824,11.670141095427311,-86.91023973927814,12.582809077565418],"geometry":{"type":"Polygon","coordinates":[[[-87.91783982214183,11.670141095427311],[-87.92096676562824,12.582809077565418],[-87.85938916531924,12.571659931497042],[-87.64141628042294,12.52055922484044],[-87.42190972510632,12.467977591060977],[-86.91023973927814,12.334788821022968],[-86.91045895917597,11.671593025042968],[-87.91783982214183,11.670141095427311]]]},"properties":{"datetime":"2023-05-06T16:30:10Z","platform":"sentinel-2b","constellation":"sentinel-2","instruments":["msi"],"gsd":10,"view:off_nadir":0,"proj:epsg":32616,"sentinel:utm_zone":16,"sentinel:latitude_band":"P","sentinel:grid_square":"DU","sentinel:sequence":"0","sentinel:product_id":"S2B_MSIL2A_20230506T160829_N0509_R140_T16PDU_20230506T200726","sentinel:data_coverage":79.66,"eo:cloud_cover":100,"sentinel:valid_cloud_cover":true,"sentinel:processing_baseline":"05.09","created":"2023-05-06T22:37:37.325Z","updated":"2023-05-06T22:37:37.325Z"},"collection":"sentinel-s2-l2a","assets":{"thumbnail":{"title":"Thumbnail","type":"image/png","roles":["thumbnail"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l1c/tiles/16/P/DU/2023/5/6/0/preview.jpg"},"overview":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/qi/L2A_PVI.jp2"},"info":{"title":"Original - JSON metadata","type":"application/json","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/tileInfo.json"},"metadata":{"title":"Original - XML metadata","type":"application/xml","roles":["metadata"],"href":"https://roda.sentinel-hub.com/sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/metadata.xml"},"visual":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/TCI.jp2"},"visual_20m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":20,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/TCI.jp2"},"visual_60m":{"title":"True - color image","type":"image/jp2","roles":["overview"],"gsd":60,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038},{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/TCI.jp2"},"B01":{"title":"Band - 1 (coastal)","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/B01.jp2"},"B02":{"title":"Band - 2 (blue)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B02.jp2"},"B03":{"title":"Band - 3 (green)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B03.jp2"},"B04":{"title":"Band - 4 (red)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B04.jp2"},"B05":{"title":"Band - 5","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B05.jp2"},"B06":{"title":"Band - 6","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B06.jp2"},"B07":{"title":"Band - 7","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B07.jp2"},"B08":{"title":"Band - 8 (nir)","type":"image/jp2","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/B08.jp2"},"B8A":{"title":"Band - 8A","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B8A.jp2"},"B09":{"title":"Band - 9","type":"image/jp2","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/B09.jp2"},"B11":{"title":"Band - 11 (swir16)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B11.jp2"},"B12":{"title":"Band - 12 (swir22)","type":"image/jp2","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/B12.jp2"},"AOT":{"title":"Aerosol - Optical Thickness (AOT)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R60m/AOT.jp2"},"WVP":{"title":"Water - Vapour (WVP)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R10m/WVP.jp2"},"SCL":{"title":"Scene - Classification Map (SCL)","type":"image/jp2","roles":["data"],"href":"s3://sentinel-s2-l2a/tiles/16/P/DU/2023/5/6/0/R20m/SCL.jp2"}},"links":[{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a/items/S2B_16PDU_20230506_0_L2A"},{"rel":"canonical","href":"https://cirrus-v0-data-1qm7gekzjucbq.s3.us-west-2.amazonaws.com/sentinel-s2-l2a/16/P/DU/2023/5/S2B_16PDU_20230506_0_L2A/S2B_16PDU_20230506_0_L2A.json","type":"application/json"},{"title":"sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-DU-2023-5-6-0","rel":"via-cirrus","href":"https://cirrus-earth-search.aws.element84.com/v0/catid/sentinel-s2-l2a-aws/workflow-publish-sentinel/tiles-16-P-DU-2023-5-6-0"},{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"collection","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a"},{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}]}],"links":[{"rel":"next","title":"Next - page of results","method":"POST","href":"https://earth-search.aws.element84.com/v0/search","merge":false,"body":{"page":2,"limit":10}}]}' + string: '{"type":"FeatureCollection","context":{"limit":10,"returned":10},"features":[{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827","bbox":[30.230932062986902,48.63303181535822,31.77513103779051,49.64598096654525],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/IMG_DATA/T36UUV_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,5390220.0,409800.0,5500020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/QI_DATA/T36UUV_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/GRANULE/L1C_T36UUV_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUV/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[30.230932062986902,49.619596875011254],[31.75053740496535,49.64598096654525],[31.77513103779051,48.6585189163826],[30.285371051797206,48.63303181535822],[30.230932062986902,49.619596875011254]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36UUV","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36UUV_N05.11","eo:cloud_cover":99.96321180089,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36UUV_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":57.748344077577,"s2:mean_solar_azimuth":162.03833101329,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827","bbox":[30.2806415047717,47.734155602346505,31.796401702235197,48.74648044472784],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/IMG_DATA/T36UUU_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,5290200.0,409800.0,5400000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/QI_DATA/T36UUU_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/GRANULE/L1C_T36UUU_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36UUU/S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[30.2806415047717,48.7209148694678],[31.772994464211596,48.74648044472784],[31.796401702235197,47.75885537254857],[30.332457670261363,47.734155602346505],[30.2806415047717,48.7209148694678]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36UUU","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36UUU_N05.11","eo:cloud_cover":99.992863328257,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36UUU_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":56.8735996006988,"s2:mean_solar_azimuth":161.969863139922,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827","bbox":[30.32792675946482,46.835643714163524,31.81664846691532,47.84737115234881],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/IMG_DATA/T36TUT_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,5190240.0,409800.0,5300040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/QI_DATA/T36TUT_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/GRANULE/L1C_T36TUT_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUT/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[30.32792675946482,47.82259512731069],[31.79435498889108,47.84737115234881],[31.81664846691532,46.859583083848264],[30.377280362167834,46.835643714163524],[30.32792675946482,47.82259512731069]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36TUT","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36TUT_N05.11","eo:cloud_cover":100.0,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUT_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":55.9995156807602,"s2:mean_solar_azimuth":161.893640173329,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827","bbox":[30.415934879602823,45.037023116804335,31.539415847045472,46.042791306770816],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5100000.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5100000.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5100000.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5100000.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5100000.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5100000.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5100000.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5100000.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/IMG_DATA/T36TUR_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,4990200.0,409800.0,5100000.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5100000.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/QI_DATA/T36TUR_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/GRANULE/L1C_T36TUR_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUR/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[31.539415847045472,46.042791306770816],[31.50364377586624,45.95864212696196],[31.44220058257345,45.81325383299961],[31.38104871094518,45.66786292012053],[31.35120203653689,45.59644740359384],[31.32158299008152,45.52569620945826],[31.29042640690215,45.45071919448068],[31.25972637323603,45.376945294221535],[31.19949093811268,45.23148744263545],[31.1396111074286,45.08604878768934],[31.123907714411764,45.04772500401447],[30.46078579300118,45.037023116804335],[30.415934879602823,46.02435339629007],[31.539415847045472,46.042791306770816]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36TUR","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36TUR_N05.11","eo:cloud_cover":99.463454756778,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUR_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":54.2508308065801,"s2:mean_solar_azimuth":161.717102478583,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.69491339065,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827","bbox":[30.456860516996773,44.137996748196564,31.160542309932637,45.13688737396813],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5000040.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5000040.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5000040.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5000040.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5000040.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5000040.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,5000040.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,5000040.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/IMG_DATA/T36TUQ_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,4890240.0,409800.0,5000040.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,5000040.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/QI_DATA/T36TUQ_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/GRANULE/L1C_T36TUQ_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUQ/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[31.160542309932637,45.13688737396813],[31.1396111074286,45.08604878768934],[31.080014248105417,44.94060396936537],[31.02070213764096,44.79513294771156],[30.96154887278596,44.64959472704842],[30.90254624672854,44.504022103523006],[30.843743091250914,44.35838445171912],[30.785195896091697,44.21270727326928],[30.75694833982713,44.142084173467225],[30.499651613106888,44.137996748196564],[30.456860516996773,45.12551356202371],[31.160542309932637,45.13688737396813]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36TUQ","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36TUQ_N05.11","eo:cloud_cover":100.0,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUQ_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":53.3773339796549,"s2:mean_solar_azimuth":161.616594724886,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827","bbox":[30.49592859290379,43.55322527317476,30.792419722633795,44.230681604326506],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,4900020.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,4900020.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,4900020.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,4900020.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,4900020.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,4900020.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,300000.0,0.0,-60.0,4900020.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,300000.0,0.0,-10.0,4900020.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/IMG_DATA/T36TUP_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[300000.0,4790220.0,409800.0,4900020.0],"proj:epsg":32636,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,300000.0,0.0,-20.0,4900020.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/QI_DATA/T36TUP_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/GRANULE/L1C_T36TUP_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T36TUP/S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[30.792419722633795,44.230681604326506],[30.785195896091697,44.21270727326928],[30.753325672031377,44.13302696416768],[30.728209367643423,44.070275599840585],[30.720077212021287,44.04981585034276],[30.668933583373374,43.92131338204078],[30.61122255066762,43.77561306685664],[30.55383135565832,43.62985365984808],[30.523747891117765,43.55322527317476],[30.49592859290379,44.22596415476343],[30.792419722633795,44.230681604326506]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32636,"instruments":["msi"],"s2:mgrs_tile":"T36TUP","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T36TUP_N05.11","eo:cloud_cover":99.998761420733,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T36TUP_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":52.5035742956857,"s2:mean_solar_azimuth":161.507545125832,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827","bbox":[29.667009418148023,47.69085106573984,31.208284435787206,48.720927698149374],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/IMG_DATA/T35UQP_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[699960.0,5290200.0,809760.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/QI_DATA/T35UQP_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/GRANULE/L1C_T35UQP_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UQP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[29.718815262801492,48.720927698149374],[31.208284435787206,48.676094448248996],[31.1282606560594,47.69085106573984],[29.667009418148023,47.73416799677996],[29.718815262801492,48.720927698149374]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32635,"instruments":["msi"],"s2:mgrs_tile":"T35UQP","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T35UQP_N05.11","eo:cloud_cover":99.966854788139,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UQP_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":56.9680942244871,"s2:mean_solar_azimuth":161.260898828393,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827","bbox":[28.536220584718528,48.62982157570405,29.90457276290215,49.63468026905789],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,600000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,600000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,600000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,600000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,600000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,600000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,600000.0,0.0,-60.0,5500020.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,600000.0,0.0,-10.0,5500020.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/IMG_DATA/T35UPQ_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[600000.0,5390220.0,709800.0,5500020.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,600000.0,0.0,-20.0,5500020.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/QI_DATA/T35UPQ_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/GRANULE/L1C_T35UPQ_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UPQ/S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[28.536220584718528,48.65377051150374],[28.55474663755335,48.702627456273966],[28.60994946561631,48.84892275958288],[28.665413244943043,48.995207766173],[28.721425518108685,49.14140136315],[28.77754872048732,49.28760269498135],[28.833936424346835,49.43373132099808],[28.8903396227332,49.57983694917164],[28.911535472763777,49.63468026905789],[29.90457276290215,49.61627372192671],[29.847478451946774,48.62982157570405],[28.536220584718528,48.65377051150374]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32635,"instruments":["msi"],"s2:mgrs_tile":"T35UPQ","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T35UPQ_N05.11","eo:cloud_cover":99.981530488585,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UPQ_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":58.1444627153011,"s2:mean_solar_azimuth":159.901716838775,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.011230402068,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827","bbox":[28.203213005621066,47.75581864580811,28.486927070885837,48.52344014475128],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,499980.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,499980.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,499980.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,499980.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,499980.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,499980.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,499980.0,0.0,-60.0,5400000.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,499980.0,0.0,-10.0,5400000.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/IMG_DATA/T35UNP_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[499980.0,5290200.0,609780.0,5400000.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,499980.0,0.0,-20.0,5400000.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/QI_DATA/T35UNP_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/GRANULE/L1C_T35UNP_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35UNP/S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[28.203213005621066,47.75748764377788],[28.227850917973505,47.82503820555585],[28.24099978835696,47.86090033358277],[28.282198954849367,47.97298069954193],[28.3359510015052,48.11928455301943],[28.36014956889788,48.18478374100828],[28.38953324280044,48.26390279457228],[28.444401183677417,48.41014603752042],[28.486927070885837,48.52344014475128],[28.46478686693989,47.75581864580811],[28.203213005621066,47.75748764377788]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32635,"instruments":["msi"],"s2:mgrs_tile":"T35UNP","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T35UNP_N05.11","eo:cloud_cover":99.985236286523,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T35UNP_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":57.6295835943066,"s2:mean_solar_azimuth":158.210655301412,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]},{"id":"S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827","bbox":[29.622195655512364,46.79367068819608,31.135258475277467,47.82260755999096],"type":"Feature","links":[{"rel":"collection","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"parent","type":"application/json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c"},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/geo+json","href":"https://stac.sage.uvt.ro/collections/sentinel-2-l1c/items/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827"}],"assets":{"B01":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B01.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 1 - Coastal aerosol - 60m","eo:bands":[{"name":"B01","common_name":"coastal","description":"Band + 1 - Coastal aerosol","center_wavelength":0.443,"full_width_half_max":0.027}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B02":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B02.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 2 - Blue - 10m","eo:bands":[{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B03":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B03.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 3 - Green - 10m","eo:bands":[{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B04":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B04.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 4 - Red - 10m","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B05":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B05.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 5 - Vegetation red edge 1 - 20m","eo:bands":[{"name":"B05","common_name":"rededge","description":"Band + 5 - Vegetation red edge 1","center_wavelength":0.704,"full_width_half_max":0.019}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B06":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B06.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 6 - Vegetation red edge 2 - 20m","eo:bands":[{"name":"B06","common_name":"rededge","description":"Band + 6 - Vegetation red edge 2","center_wavelength":0.74,"full_width_half_max":0.018}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B07":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B07.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 7 - Vegetation red edge 3 - 20m","eo:bands":[{"name":"B07","common_name":"rededge","description":"Band + 7 - Vegetation red edge 3","center_wavelength":0.783,"full_width_half_max":0.028}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B08":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B08.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8 - NIR - 10m","eo:bands":[{"name":"B08","common_name":"nir","description":"Band + 8 - NIR","center_wavelength":0.842,"full_width_half_max":0.145}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"B09":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B09.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 9 - Water vapor - 60m","eo:bands":[{"name":"B09","description":"Band 9 - Water + vapor","center_wavelength":0.945,"full_width_half_max":0.026}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B10":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B10.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 10 - Short Wave Infrared (SWIR)","eo:bands":[{"name":"B10","common_name":"cirrus","description":"Band + 11 - SWIR (1.3)","center_wavelength":1.375,"full_width_half_max":0.075}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[1830,1830],"proj:transform":[60.0,0.0,699960.0,0.0,-60.0,5300040.0,0.0,0.0,1.0]},"B11":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B11.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 11 - SWIR (1.6) - 20m","eo:bands":[{"name":"B11","common_name":"swir16","description":"Band + 11 - SWIR (1.6)","center_wavelength":1.61,"full_width_half_max":0.143}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B12":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B12.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 12 - SWIR (2.2) - 20m","eo:bands":[{"name":"B12","common_name":"swir22","description":"Band + 12 - SWIR (2.2)","center_wavelength":2.19,"full_width_half_max":0.242}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"B8A":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_B8A.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Band + 8A - Vegetation red edge 4 - 20m","eo:bands":[{"name":"B8A","common_name":"rededge","description":"Band + 8A - Vegetation red edge 4","center_wavelength":0.865,"full_width_half_max":0.033}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"TCI":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_TCI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"True + color image","eo:bands":[{"name":"B04","common_name":"red","description":"Band + 4 - Red","center_wavelength":0.665,"full_width_half_max":0.038},{"name":"B03","common_name":"green","description":"Band + 3 - Green","center_wavelength":0.56,"full_width_half_max":0.045},{"name":"B02","common_name":"blue","description":"Band + 2 - Blue","center_wavelength":0.49,"full_width_half_max":0.098}],"proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[10980,10980],"proj:transform":[10.0,0.0,699960.0,0.0,-10.0,5300040.0,0.0,0.0,1.0]},"fmask":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/IMG_DATA/T35TQN_20250302T085921_CLDFMASK.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["data"],"title":"FMask + generated cloud mask","proj:bbox":[699960.0,5190240.0,809760.0,5300040.0],"proj:epsg":32635,"proj:shape":[5490,5490],"proj:transform":[20.0,0.0,699960.0,0.0,-20.0,5300040.0,0.0,0.0,1.0]},"preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/QI_DATA/T35TQN_20250302T085921_PVI.tif","type":"image/tiff; + application=geotiff; profile=cloud-optimized","roles":["thumbnail"],"title":"Thumbnail"},"safe-manifest":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/manifest.safe","type":"application/xml","roles":["metadata"],"title":"SAFE + manifest"},"granule-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/GRANULE/L1C_T35TQN_A002551_20250302T090611/MTD_TL.xml","type":"application/xml","roles":["metadata"],"title":"Granule + metadata"},"inspire-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/INSPIRE.xml","type":"application/xml","roles":["metadata"],"title":"INSPIRE + metadata"},"product-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/MTD_MSIL1C.xml","type":"application/xml","roles":["metadata"],"title":"Product + metadata"},"rendered_preview":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827-ql.jpg","type":"image/jpeg","roles":["overview"],"title":"Rendered + preview"},"datastrip-metadata":{"href":"https://storage.info.uvt.ro/eodata/Sentinel-2/2025/3/2/T35TQN/S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE/DATASTRIP/DS_2CPS_20250302T110827_S20250302T090611/MTD_DS.xml","type":"application/xml","roles":["metadata"],"title":"Datastrip + metadata"}},"geometry":{"type":"Polygon","coordinates":[[[29.671539426399654,47.82260755999096],[31.135258475277467,47.779157072334634],[31.059029865045023,46.79367068819608],[29.622195655512364,46.835655727197015],[29.671539426399654,47.82260755999096]]]},"collection":"sentinel-2-l1c","properties":{"datetime":"2025-03-02T11:08:27Z","platform":"Sentinel-2C","proj:epsg":32635,"instruments":["msi"],"s2:mgrs_tile":"T35TQN","constellation":"Sentinel + 2","s2:granule_id":"S2C_OPER_MSI_L1C_TL_2CPS_20250302T110827_A002551_T35TQN_N05.11","eo:cloud_cover":100.0,"s2:datatake_id":"GS2C_20250302T085921_002551_N05.11","s2:product_uri":"S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827.SAFE","s2:datastrip_id":"S2C_OPER_MSI_L1C_DS_2CPS_20250302T110827_S20250302T090611_N05.11","s2:product_type":"S2MSI1C","sat:orbit_state":"descending","s2:datatake_type":"INS-NOBS","s2:generation_time":"2025-03-02T11:08:27+00:00","sat:relative_orbit":7,"s2:mean_solar_zenith":56.1177454355737,"s2:mean_solar_azimuth":161.07220892456,"s2:processing_baseline":"05.11","s2:snow_ice_percentage":0.0,"s2:degraded_msi_data_percentage":0.0},"stac_version":"1.0.0","stac_extensions":["https://stac-extensions.github.io/eo/v1.0.0/schema.json","https://stac-extensions.github.io/sat/v1.0.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json"]}],"links":[{"rel":"next","type":"application/geo+json","method":"POST","href":"https://stac.sage.uvt.ro/search","body":{"token":"next:sentinel-2-l1c:S2C_MSIL1C_20250302T085921_N0511_R007_T35TQN_20250302T110827"}},{"rel":"root","type":"application/json","href":"https://stac.sage.uvt.ro/"},{"rel":"self","type":"application/json","href":"https://stac.sage.uvt.ro/search"}]}' headers: Access-Control-Allow-Credentials: - 'true' + Access-Control-Allow-Headers: + - DNT,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Range,Authorization + Access-Control-Allow-Methods: + - PUT, GET, POST, OPTIONS Access-Control-Allow-Origin: - '*' + Access-Control-Expose-Headers: + - '*, X-CustomResponseHeader' + Access-Control-Max-Age: + - '1728000' Connection: - keep-alive Content-Length: - - '83844' + - '6667' Content-Type: - - application/json + - application/geo+json Date: - - Tue, 20 May 2025 18:20:38 GMT - Via: - - 1.1 fbdc01f132101cb05310363b09502a86.cloudfront.net (CloudFront) - X-Amz-Cf-Id: - - aUNja9kr6CkKBgj6Y8gKQO2nGG2VQtjlbVObQPdaQ86lVjE2e7RbXA== - X-Amz-Cf-Pop: - - YUL62-P1 - X-Amzn-Trace-Id: - - Root=1-682cc7f6-19b09dd768e053fb22af19c2;Parent=2aca020563037283;Sampled=0;Lineage=1:308471e4:0 - X-Cache: - - Miss from cloudfront - x-amz-apigw-id: - - K4QugG3VvHcEskw= - x-amzn-RequestId: - - d6256b4a-366d-4d02-b2d0-5a713d313119 + - Tue, 20 May 2025 18:49:22 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + content-encoding: + - gzip + vary: + - Accept-Encoding status: code: 200 message: OK diff --git a/tests/test_client.py b/tests/test_client.py index 35548849..db1f3ab2 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -744,9 +744,8 @@ def test_get_items_recursion_collections_required_without_ids() -> None: when searching """ client = Client.open( - "https://earth-search.aws.element84.com/v0", + "https://stac.sage.uvt.ro/", ) - client.add_conforms_to("ITEM_SEARCH") next(client.get_items()) From 8a268d22c6b0b3be2236bf0621d2033155388b3e Mon Sep 17 00:00:00 2001 From: mishaschwartz <4380924+mishaschwartz@users.noreply.github.com> Date: Wed, 21 May 2025 15:46:15 -0400 Subject: [PATCH 9/9] make default False --- pystac_client/client.py | 6 +++--- tests/test_client.py | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/pystac_client/client.py b/pystac_client/client.py index 1665baac..f446a937 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -443,14 +443,14 @@ def get_collections(self) -> Iterator[Collection]: call_modifier(self.modifier, collection) yield collection - def get_items(self, *ids: str, recursive: bool = True) -> Iterator["Item_Type"]: + def get_items(self, *ids: str, recursive: bool = False) -> Iterator["Item_Type"]: """Return all items of this catalog. Args: ids: Zero or more item ids to find. recursive : If True, search this catalog and all children for the item; otherwise, only search the items of this catalog. Defaults - to True. + to False. Return: Iterator[Item]: Iterator of items whose parent is this @@ -481,7 +481,7 @@ def get_all_items(self) -> Iterator["Item_Type"]: catalogs or collections connected to this catalog through child links. """ - yield from self.get_items() + yield from self.get_items(recursive=True) def search( self, diff --git a/tests/test_client.py b/tests/test_client.py index db1f3ab2..0225451d 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -789,7 +789,7 @@ def test_recursion_on_fallback() -> None: path = "https://raw.githubusercontent.com/stac-utils/pystac/v1.9.0/docs/example-catalog/catalog.json" catalog = Client.from_file(path) with pytest.warns(FallbackToPystac): - next(catalog.get_items()) + next(catalog.get_items(recursive=True)) @pytest.mark.vcr