diff --git a/cupy_xarray/accessors.py b/cupy_xarray/accessors.py
index 325f2f3..06a5631 100644
--- a/cupy_xarray/accessors.py
+++ b/cupy_xarray/accessors.py
@@ -5,7 +5,10 @@
     register_dataarray_accessor,
     register_dataset_accessor,
 )
-from xarray.core.pycompat import dask_array_type
+from xarray.core.pycompat import DuckArrayModule
+
+dsk = DuckArrayModule("dask")
+dask_array_type = dsk.type
 
 
 @register_dataarray_accessor("cupy")