Synonyms - Regrid, Resample, Reproject
In general, we often need to interpolate data because of various reasons. For example, we may have some messy unstructured data structure which are basically point clouds with arbitrary and we want to move them to a structured data structure.
Resampling - Moving data to a higher or lower resolution
Regridding - Moving data from one grid resolution/composition to different one
Guides
Packages
- xcdat for horizontal regridding - Notebook
- xcdat for vertical regridding - Notebook
- Comparison of Interpolation Methods - xarray, pyinterp, xegrid, scipy - Notebook
- Simple example with rioxarray &
xarray- blog - Example with GOES and rioxarray - stackoverflow
- Pyresample Tutorial - ipynb
- Example with
GOES,pyproj,pyresample,cartopy- ipynb