hydro-smash

An open source, Python library interfacing the Fortran Spatially distributed Modelling and ASsimilation for Hydrology platform.

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Project description

smash is a Python library, that provides a variety of user-friendly routines for hydrological modeling, including data preprocessing, high-dimensional optimization tools, sensitivity and signatures analysis, all interfaced with an efficient Fortran computational engine.

Documentation: https://smash.recover.inrae.fr
Source code: https://github.com/DassHydro/smash
Contributing: https://smash.recover.inrae.fr/contributor_guide/index.html
Scientific references from latest version: https://smash.recover.inrae.fr/bibliography/index.html
Bug reports: https://github.com/DassHydro/smash/issues

It offers a range of advanced optimization techniques, including Variational Data Assimilation (VDA), Bayesian estimation, and Artificial Neural Network (ANN) approaches, using an adjoint model generated with the Tapenade automatic differentiation tool.

Tapenade website: https://team.inria.fr/ecuador/en/tapenade/
Tapenade article: https://doi.org/10.1145/2450153.2450158
Tapenade source code: https://gitlab.inria.fr/tapenade/tapenade.git

Whether you are managing water resources or conducting research on hydrological models, smash can provide an easy-to-use yet powerful solution for your work. See this documentation for the installation instructions.

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Release history Release notifications | RSS feed

This version

1.1.0rc1 pre-release

Oct 14, 2024

1.0.2

Aug 1, 2024

1.0.1

Jun 28, 2024

1.0.0

May 2, 2024

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