Additional PackagesΒΆ
esmtools
is a kitchen sink for various xarray
wrappers related to Earth System Model analysis. It serves to fill in the gaps between specialized packages, but does not intend to reinvent the wheel. Here is a list of helpful xarray
-based packages that I have found useful in my analyses:
- climpred : Analysis of initialized Earth System Model forecasts.
- eofs : Compute empirical orthogonal functions (EOFs) for
xarray
objects. - regionmask : Helps with creating regional masks in
xarray
objects. - xESMF : Regrid
xarray
output using the ESMF engine. - xrft : Fourier transforms for
xarray
. - xskillscore : Various skill score and bias metrics for
xarray
.