Why earthkit-hydro?

Main Features

_images/glofas.png

Adapted from: [ECM22a]

  • Catchment delineation

  • Catchment-based statistics

  • Directional flow-based accumulations

  • River network distance calculations

  • Upstream/downstream field propagation

  • Bifurcation handling

  • Custom weighting and decay support


_images/array_backends_with_xr.png

  • Support for PCRaster, CaMa-Flood, HydroSHEDS, MERIT-Hydro and GRIT river network formats

  • Compatible with major array-backends: xarray, numpy, cupy, torch, jax, mlx and tensorflow

  • GPU support

  • Differentiable operations suitable for machine learning