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RavenPy

Versions PyPI Supported Python Versions
Documentation and Support Documentation Status
Open Source License OpenSSF Scorecard
Coding Standards Python Black Ruff pre-commit.ci status
Development Status Project Status: Active - The project has reached a stable, usable state and is being actively developed. Build Status Coveralls

A Python wrapper to setup and run the hydrologic modelling framework Raven.

RavenPy is a Python wrapper for Raven, accompanied by utility functions that facilitate model configuration, calibration, and evaluation.

Raven is an hydrological modeling framework that lets hydrologists build hydrological models by combining different hydrological processes together. It can also be used to emulate a variety of existing lumped and distributed models. Model structure, parameters, initial conditions and forcing files are configured in text files, which Raven parses to build and run hydrological simulations. A detailed description about modeling capability of Raven can be found in the docs.

RavenPy provides a Python interface to Raven, automating the creation of configuration files and allowing the model to be launched from Python. Results, or errors, are automatically parsed and exposed within the programming environment. This facilitates the launch of parallel simulations, multi-model prediction ensembles, sensitivity analyses and other experiments involving a large number of model runs.

Note that version 0.12 includes major changes compared to the previous 0.11 release, and breaks backward compatibility. The benefits of these changes are a much more intuitive interface for configuring and running the model.

Features

  • Configure, run and parse Raven outputs from Python
  • Utility command to create grid weight files
  • Extract physiographic information about watersheds
  • Algorithms to estimate model parameters from ungauged watersheds
  • Exposes outputs (flow, storage) as xarray.DataArray objects

Install

Please see the detailed installation docs.

Acknowledgements

RavenPy's development has been funded by CANARIE and Ouranos and would be not be possible without the help of Juliane Mai and James Craig.

This package was created with Cookiecutter and the Ouranosinc/cookiecutter-pypackage project template.