2025 : Bias correction
Seasonal Bias Correction of Daily Precipitation over France Using a Stitch Model Designed for Robust Representation of Extremes
by Philippe Ear, Elena Di Bernardino Thomas Laloë, Adrien Lambert and Magali Troin
Where science meets innovation for the planet’s future
Innovation is at the core of Hydroclimat’s mission. By combining advanced environmental impact modelling, high-resolution climate projections, and artificial intelligence, we transform climate and water science into operational solutions.
Anticipate risks, secure territories, and support informed decision-making for public and private actors.
Our flagship innovations
Developed from our international experience, POP-Risk is a multi-hazard modelling system that integrates climate, water resources, and flood dynamics.
It combines a full chain of impact models to assess how climate change affects territories and infrastructures. Supported by the France Relance program, POP-Risk embodies our commitment to turning cutting-edge research into actionable, decision-ready tools.
Wat’s Next is a disruptive innovation developed by Hydroclimat to tackle the climate emergency in water resources and flood management.
This hybrid modelling system integrates, processes, and enhances environmental, climatic, hydrological, and hydraulic data to deliver precise projections of river flows and flood-prone areas under different climate scenarios.
Built on our DeepTech M3E© technology innovation, developed in the South of France since 2020, Wat’s Next bridges scientific excellence and operational expertise.
In partnership with the CNRS and the Société du Canal de Provence, it contributes to France 2030 and PNACC-3 objectives, providing a strategic tool for engineering, territorial planning, and adaptation policies.
This project was funded by the Sud Region and by the French government as part of the France 2030 Plan.
Our flagship innovations
Developed from our international experience, POP-Risk is a multi-hazard modelling system that integrates climate, water resources, and flood dynamics.
It combines a full chain of impact models to assess how climate change affects territories and infrastructures. Supported by the France Relance program, POP-Risk embodies our commitment to turning cutting-edge research into actionable, decision-ready tools.
Wat’s Next is a disruptive innovation developed by Hydroclimat to tackle the climate emergency in water resources and flood management.
This hybrid modelling system integrates, processes, and enhances environmental, climatic, hydrological, and hydraulic data to deliver precise projections of river flows and flood-prone areas under different climate scenarios.
Built on our DeepTech M3E© technology innovation, developed in the South of France since 2020, Wat’s Next bridges scientific excellence and operational expertise.
In partnership with the CNRS and the Société du Canal de Provence, it contributes to France 2030 and PNACC-3 objectives, providing a strategic tool for engineering, territorial planning, and adaptation policies.
This project was funded by the Sud Region and by the French government as part of the France 2030 Plan.
Latest research advances
Hydroclimat develops proprietary, high-resolution digital innovation recognized as DeepTech by BPI France.
Our M3E© technology, the foundation of POP-Risk and Wat’s Next, lies at the intersection of multiple scientific and technical fields, enabling us to transform massive, complex climate datasets into clear, robust, and locally relevant insights on climate impacts.
Our publications
Hydroclimat contributes regularly to scientific research through publications, conferences, and collaborations with academic and institutional partners.
Seasonal Bias Correction of Daily Precipitation over France Using a Stitch Model Designed for Robust Representation of Extremes
by Philippe Ear, Elena Di Bernardino Thomas Laloë, Adrien Lambert and Magali Troin
Improving multi-model ensemble streamflow forecasts by combining lumped, distributed and deep learning hydrological models
William Armstrong, Richard Arsenault, Jean-Luc Martel, Magali Troin, Patrice Dion and Behmard Sabzipour
Evaluation of Five Reanalysis Products over France: Implications for Agro-Climatic Studies.
Er-Rondi, M., Troin, M., Coly, S., Buisson, E., Serlet, L., Azzaoui, N
Seasonal Bias Correction of Daily Precipitation over France Using a Stitch Model Designed for Robust Representation of Extremes
by Philippe Ear, Elena Di Bernardino Thomas Laloë, Adrien Lambert and Magali Troin
Improving multi-model ensemble streamflow forecasts by combining lumped, distributed and deep learning hydrological models
William Armstrong, Richard Arsenault, Jean-Luc Martel, Magali Troin, Patrice Dion and Behmard Sabzipour
Evaluation of Five Reanalysis Products over France: Implications for Agro-Climatic Studies.
Er-Rondi, M., Troin, M., Coly, S., Buisson, E., Serlet, L., Azzaoui, N
Our R&D commitments & partnerships
We are actively involved in applied research projects supported by public and private institutions, including :
Extreme value analysis in hydroclimatology
Use of satellite imagery for flood prediction and management
Flood forecasting and emerging technologies
Agricultural resilience to climate change through operational agronomic tools
Our partnerships with CNRS, BPI France, France Relance, and regional research centers strengthen our ability to innovate at the crossroads of climate, water, and digital science.
Hydroclimat is accredited under the Research Tax Credit (CIR) and the Innovation Tax Credit (CII) by the French Ministry of Higher Education and Research Innovation Department.
This accreditation recognizes Hydroclimat’s scientific and technical expertise to conduct research, development, and innovation projects on behalf of public or private clients, within the framework of activities eligible for the CIR/CII programs.
Interested in our innovations or looking to collaborate on an R&D project ?
Contact our team to explore how Hydroclimat can help you develop next-generation solutions for climate adaptation.
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