earthkit-hydro

Installation • Documentation

[!IMPORTANT] This software is Graduated and subject to ECMWF's guidelines on Software Maturity.

earthkit-hydro is a Python library for common hydrological functions. It is the hydrological component of earthkit.

Main Features

Catchment delineation
Catchment-based statistics
Directional flow-based accumulations
River network distance calculations
Upstream/downstream field propagation
Bifurcation handling
Custom weighting and decay support
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

Installation

For a default installation, run

pip install earthkit-hydro

Developer instructions:

For a developer setup (includes linting and test libraries), run

conda create -n hydro python=3.12
conda activate hydro
conda install -c conda-forge rust
git clone https://github.com/ecmwf/earthkit-hydro.git
cd earthkit-hydro
pip install -e .[dev]
pre-commit install

Note: this project is a mixed Rust-Python project with a pure Python fallback. To handle this, the behaviour of the install is based on an environmental variable USE_RUST, with the following behaviour

Not set or any other value (default behaviour): Attempts to build with Rust and if failure, skips and falls back to pure Python implementation.
USE_RUST=0: Builds pure Python implementation.
USE_RUST=1: Builds with Rust and fails if something goes wrong.

Licence

SPDX-FileCopyrightText: 2026- European Centre for Medium-Range Weather Forecasts (ECMWF)
SPDX-License-Identifier: Apache-2.0

See LICENSE for the full licence text, including ECMWF's intergovernmental notice.

Citing

If you use earthkit-hydro in your work, please consider citing

Morrison, O. M. and Carton de Wiart, C.: Introducing earthkit-hydro: an efficient graph-based library for scalable hydrological modelling and analysis, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-11233, https://doi.org/10.5194/egusphere-egu26-11233, 2026.

@inproceedings{Morrison2026,
  author    = {Morrison, Ois{\'\i}n M. and Carton de Wiart, Corentin},
  title     = {Introducing earthkit-hydro: an efficient graph-based library for scalable hydrological modelling and analysis},
  booktitle = {EGU General Assembly 2026},
  year      = {2026},
  series    = {EGU General Assembly Conference Abstracts},
  volume    = {EGU26-11233},
  address   = {Vienna, Austria},
  month     = may,
  doi       = {10.5194/egusphere-egu26-11233},
  url       = {https://doi.org/10.5194/egusphere-egu26-11233}
}

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Release history Release notifications | RSS feed

This release

1.4.0 This release

Jul 30, 2026 22 files

1.3.0

Jun 29, 2026 22 files

Pre-release

1.3.0rc2

May 12, 2026 22 files

Pre-release

1.3.0rc1

Apr 24, 2026 22 files

Pre-release

1.3.0rc0

Apr 1, 2026 26 files

1.2.0

Mar 12, 2026 26 files

1.1.0

Oct 17, 2025 26 files

1.0.0

Sep 5, 2025 26 files

0.1.4

May 14, 2025 32 files

0.1.3

Apr 7, 2025 2 files

0.1.2

Mar 24, 2025 2 files

0.1.1

Mar 21, 2025 2 files

earthkit-hydro 1.4.0

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