ai4er-cdt / WildfireDistribution

AI4EO GTC 2021/2. Private repository for group 1: determining wildfire distribution in visible remote sensing imagery.
MIT License
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ERA5 Interpolation #7

Closed Hamish-Cam closed 2 years ago

Hamish-Cam commented 2 years ago

Even just a linear interpolation may be very useful to avoid boundary effects. Apparently there are almost no changes in elevation, so simplistic linear interpolation may be more viable as a result.

Does this apply to all ERA5 variables or just e.g. temperature?

In torchGeo we think there is little/no choice of interpolation method? Check this. We could plot some samples to see the type of interpolation going on

Possible paper for help: https://iopscience.iop.org/article/10.1088/1748-9326/ac48b3