We’ll use a fundamental conservation workload, land use / land cover change detection, to demonstrate how Dask can scale geospatial workloads. We’ll use tools like STAC and GDAL to efficiently query a geospatial dataset and mosaic many images into a single xarray DataArray. We’ll then apply a PyTorch model to do the actual land use classification, and xarray to analyze the change.