Resources

Resampling options in Python 2024 (diagram)

This excalidraw diagram shouws the components involved in a resampling workflow, along with the available Python implementations in 2024.

Academic papers

• Valcke S, Piacentini A, Jonville G. Benchmarking Regridding Libraries Used in Earth System Modelling. Mathematical and Computational Applications. 2022; 27(2):31. https://doi.org/10.3390/mca27020031

Informative websites

• ECMFF Interpolation Design document
• NCAR’s climate data guide
• Geocomputation with Python

Pangeo discussions

• What’s Next - Software - Regridding
• Lazy regridding discussion
• Interpolation and regridding
• Conservative Region Aggregation with Xarray, Geopandas, and Sparse
• Can a reprojection/change of CRS opearation be done lazily using rioxarray?]

Some available regridding libraries in other languages

• XIOS
• SCRIP
• YAC
• ATLAS
• climate4R
• tempestremap