import xarray as xr store = 'https://ncsa.osn.xsede.org/Pangeo/pangeo-forge/WOA_1degree_monthly-feedstock/woa18-1deg-monthly.zarr'ds = xr.open_dataset(store, engine='zarr', chunks={})