unless we enter this branch: https://github.com/EOPF-Explorer/data-model/blob/41c3490f37a72dbc51da3a76014ac74142cbc52e/src/eopf_geozarr/s2_optimization/s2_multiscale.py#L410-L411, there will be a chunk misalignment and xarray will refuse to write Zarr data. So we should probably rechunk whether sharding is used or not. This will be fixed in #75