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.