OpenAlea.HydroRoot: A modelling framework to dissect, predict and phenotype branched root hydraulic architecture
Abstract Drought is a significant factor in agricultural losses, making it imperative to understand how root system architecture (RSA) adapts to environmental condition like water deficit. HydroRoot is a functional-structural plant model (FSPM) aimed at analyzing and simulating hydraulic and solute transport of RSA. The model integrates a static hydraulic solver, a coupled water-solute transport solver, a statistical generator of RSA based on Markov model, and a dynamic hydraulic model accounting for root growth. This paper presents the model, the mathematical description of the formalism of solvers, and use cases with their associated tutorials. Five use cases illustrate capabilities of HydroRoot, which has been successfully used for phenotyping root hydraulics across various species, including Arabidopsis, maize, and millet. The model-driven phenotyping method “cut and flow” is presented to characterize axial and radial conductivities on a given root genotype. Finally, three step-by-step tutorials provide a structured way to learn how to use HydroRoot 1) to simulate hydraulic on a given architecture, 2) to simulate water and solute transport on a maize root, and 3) to simulate hydraulic on two pearl millet genotypes with varying soil conditions. Hydroroot is an open-source package of the OpenAlea platform, with the code publicly available on Github. A comprehensive documentation is available with a reproducible gallery of examples.
Authors
- Yann Boursiac (ORCID: https://orcid.org/0000-0002-9545-9003)
- Adama Ndour
- Mikaël Lucas (ORCID: https://orcid.org/0000-0001-6286-7759)
- Laurent Laplaze (ORCID: https://orcid.org/0000-0002-6568-6504)
- Fabrice Bauget (ORCID: https://orcid.org/0000-0002-3293-4049)
- Maxime Lucas (ORCID: https://orcid.org/0000-0002-9680-7129)
- Christophe Pradal (ORCID: https://orcid.org/0000-0002-2555-761X)
- Christophe Maurel
Institutions
- Centre National de la Recherche Scientifique (FR)
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (FR)
- Université de Montpellier (FR)
- Institut Agro Montpellier (FR)
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR)
- Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier (FR)
- Diversité, adaptation et développement des plantes (FR)
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales (FR)
- International Maize and Wheat Improvement Center (ET)
- Institut Agro Montpelier (FR)
- Services déconcentrés d'appui à la recherche Occitanie-Montpellier (FR)
- Institut des Sciences des Plantes de Montpellier (FR)
- Institut de Recherche pour le Développement (FR)
Publication Details
- Journal
- in silico Plants
- Published
- 2026-09-07
- DOI
- https://doi.org/10.1093/insilicoplants/diag025
- Primary Topic
- Plant nutrient uptake and metabolism
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- European Commission
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement
- Consortium of International Agricultural Research Centers