Datashader is a general-purpose tool for rasterizing (and re-rasterizing) data of many different types. To make it easier to apply this general functionality to the particular domain of geoscience, there are some geospatial-specific utilities that can be used:

These functionality is provided in the xarray-spatial library. You can check out its example notebooks to see how to use the functions.

See also GeoViews, which is designed to work with Datashader to provide a large range of additional geospatial functionality.

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