Marie-Amélie Boucher

Financement

• Subvention. Tier 1 Canada Research Chair in Hydrological Ensemble Forecasting. Government of Canada (ON, Canada). Voir plus

Publications

Articles

• Gökçen Uysal, Marie-Amélie Boucher, Charles Mathieu, Rodolfo Alvarado-Montero, Ali Arda Şorman. (2026). A data-assimilated SEAS5 forecasting framework for seasonal hydropower inflows in a snow-dominated basin. Journal of Hydrology. DOI
• Alireza Askarinejad, Mélanie Trudel, Marie-Amélie Boucher. (2025). Enhancing streamflow ensemble forecasting: evaluating pre- and post-processing strategies for a spatially distributed model. Canadian Water Resources Journal / Revue canadienne des ressources hydriques. DOI
• Alireza Amani, Marie-Amélie Boucher, Alexandre R. Cabral, Vincent Vionnet, Étienne Gaborit. (2025). Cold climates, complex hydrology: can a land surface model accurately simulate deep percolation?. Hydrology and Earth System Sciences. DOI
• Ilias G. Pechlivanidis, Yiheng Du, James Bennett, Marie-Amélie Boucher, Annie Y. Y. Chang, Louise Crochemore, Antara Dasgupta, Giuliano Di Baldassarre, Jürg Luterbacher, Florian Pappenberger, Maria-Helena Ramos, Louise Slater, Stefan Uhlenbrook, Fredrik Wetterhall, Andrew Wood, Waldo Lavado-Casimiro, Kei Yoshimura, Ruben Imhoff, Peter J. van Oevelen, ... Micha Werner. (2025). Enhancing Research-to-Operations in Hydrological Forecasting: Innovations across Scales and Horizons. Bulletin of the American Meteorological Society. DOI
• Alireza Amani, Marie‐Amélie Boucher, Alexandre R. Cabral, Vincent Vionnet, Étienne Gaborit. (2025). Analysing Deep Percolation Dynamics: A Lysimeter‐Based Study in a Cold Environment. Hydrological Processes. DOI
• Sergio Andrés Redondo Tilano, Marie-Amélie Boucher, Jay Lacey, Jérémy Parent. (2025). Quantifying changes in floods under different bathymetry conditions for a lake setting. Canadian Journal of Civil Engineering. DOI
• Sergio Andrés Redondo-Tilano, Marie-Amélie Boucher, Jay Lacey. (2025). Emerging strategies for addressing flood-damage modeling issues: A review. International Journal of Disaster Risk Reduction. DOI
• Adoubi Vincent De Paul Adombi, Romain Chesnaux, Marie-Amélie Boucher, Marco Braun, Juliette Lavoie. (2024). A causal physics-informed deep learning formulation for groundwater flow modeling and climate change effect analysis. Journal of Hydrology. DOI
• Nicolas Fontaine, Marie-Amélie Boucher, François Anctil, Jean Odry, Simon Lachance-Cloutier, Vincent Fortin, Richard Turcotte. (2024). Combining large-scale and regional hydrological forecasts using simple methods. Canadian Water Resources Journal / Revue canadienne des ressources hydriques. DOI
• Valérie Jean, Marie-Amélie Boucher, Anissa Frini, Dominic Roussel. (2023). Uncertainty in three dimensions: the challenges of communicating probabilistic flood forecast maps. Hydrology and Earth System Sciences. DOI
• Louise J. Slater, Louise Arnal, Marie-Amélie Boucher, Annie Y.-Y. Chang, Simon Moulds, Conor Murphy, Grey Nearing, Guy Shalev, Chaopeng Shen, Linda Speight, Gabriele Villarini, Robert L. Wilby, Andrew Wood, Massimiliano Zappa. (2023). Hybrid forecasting: blending climate predictions with AI models. Hydrology and Earth System Sciences. DOI
• Jean, V., Boucher, M.-A., Frini, A., Roussel, D. (2023). Fully integrating probabilistic flood forecasts into the decision-making process across southern Quebec, Canada: some factors to consider. Canadian Water Resources Journal. DOI
• Nolin, A.F., Girardin, M.P., Adamowski, J.F., Barzegar, R., Boucher, M.-A., Tardif, J.C., Bergeron, Y. (2023). Observed and projected trends in spring flood discharges for the Upper Harricana River, eastern boreal Canada. Journal of Hydrology: Regional Studies. DOI
• Jean Odry, Marie-Amélie Boucher, Simon Lachance-Cloutier, Richard Turcotte, Pierre-Yves St-Louis. (2022). Large-scale snow data assimilation using a spatialized particle filter: recovering the spatial structure of the particles. The Cryosphere. DOI
• Jing Xu, François Anctil, Marie-Amélie Boucher. (2022). Exploring hydrologic post-processing of ensemble streamflow forecasts based on affine kernel dressing and non-dominated sorting genetic algorithm II. Hydrology and Earth System Sciences. DOI
• Adombi, A.V.D.P., Chesnaux, R., Boucher, M.-A. (2022). Comparing numerical modelling, traditional machine learning and theory-guided machine learning in inverse modeling of groundwater dynamics: A first study case application. Journal of Hydrology. DOI
• Markhali, S.P., Poulin, A., Boucher, M.-A. (2022). Spatio-temporal discretization uncertainty of distributed hydrological models. Hydrological Processes. DOI
• Konstantin F. F. Ntokas, Jean Odry, Marie-Amélie Boucher, Camille Garnaud. (2021). Investigating ANN architectures and training to estimate snow water equivalent from snow depth. Hydrology and Earth System Sciences. DOI
• Adombi, A.V.D.P., Chesnaux, R., Boucher, M.-A. (2021). Review: Theory-guided machine learning applied to hydrogeology—state of the art, opportunities and future challenges,应用于水文地质的具有理论的机器学习综述:最新技术、机遇和未来挑战,Revue: Apprentissage automatique guidée par la théorie appliqué à l’hydrogéologie—état de l’art, opportunités et défis,Revisão: Aprendizagem de máquina orientada pela teoria aplicada à hidrogeologia—estado da arte, oportunidades e futuros desafios,Revisión: La teoría del aprendizaje automático aplicada a la hidrogeología—estado del arte, oportunidades y desafíos futuros. Hydrogeology Journal. DOI
• Estelle Reig, Marie-Amélie Boucher, Éric Tremblay. (2020). Ensemble hydrological forecasts for reservoir management of the Shipshaw River catchment using limited data. Canadian Water Resources Journal / Revue canadienne des ressources hydriques. DOI
• J. Odry, M. A. Boucher, P. Cantet, S. Lachance-Cloutier, R. Turcotte, P. Y. St-Louis. (2020). Using artificial neural networks to estimate snow water equivalent from snow depth. Canadian Water Resources Journal / Revue canadienne des ressources hydriques. DOI
• M.‐A. Boucher, J. Quilty, J. Adamowski. (2020). Data Assimilation for Streamflow Forecasting Using Extreme Learning Machines and Multilayer Perceptrons. Water Resources Research. DOI
• Labrecque, G., Chesnaux, R., Boucher, M.-A. (2020). Water-table fluctuation method for assessing aquifer recharge: application to Canadian aquifers and comparison with other methods,评价含水层补给量的地下水位波动方法:在加拿大含水层的应用及与其他方法的比较,Méthode des variations du niveau piézométrique pour évaluer la recharge d’un aquifère: application à des aquifères canadiens et comparaison avec d’autres méthodes,Método da flutuação do nível freático para avaliar a recarga de aquíferos: aplicação em aquíferos canadenses e comparação com outros métodos,Método de la fluctuación de los niveles freáticos para evaluar la recarga de acuíferos: aplicación a los acuíferos canadienses y comparación con otros métodos. Hydrogeology Journal. DOI
• John Quilty, Jan Adamowski, Marie‐Amélie Boucher. (2019). A Stochastic Data‐Driven Ensemble Forecasting Framework for Water Resources: A Case Study Using Ensemble Members Derived From a Database of Deterministic Wavelet‐Based Models. Water Resources Research. DOI
• Xu, J., Anctil, F., Boucher, M.-A. (2019). Hydrological post-processing of streamflow forecasts issued from multimodel ensemble prediction systems. Journal of Hydrology. DOI
• Ouellet-Proulx, S., St-Hilaire, A., Boucher, M.-A. (2019). Implication of evaporative loss estimation methods in discharge and water temperature modelling in cool temperate climates. Hydrological Processes. DOI
• Cantet, P., Boucher, M.A., Lachance-Coutier, S., Turcotte, R., Fortin, V. (2019). Using a particle filter to estimate the spatial distribution of the snowpack water equivalent. Journal of Hydrometeorology. DOI
• Rachel Bazile, Marie-Amélie Boucher, Luc Perreault, Robert Leconte. (2017). Verification of ECMWF System 4 for seasonal hydrological forecasting in a northern climate. Hydrology and Earth System Sciences. DOI
• Simon Matte, Marie-Amélie Boucher, Vincent Boucher, Thomas-Charles Fortier Filion. (2017). Moving beyond the cost–loss ratio: economic assessment of streamflow forecasts for a risk-averse decision maker. Hydrology and Earth System Sciences. DOI
• Gbambie, A.S.B., Poulin, A., Boucher, M.-A., Arsenault, R. (2017). Added value of alternative information in interpolated precipitation datasets for hydrology. Journal of Hydrometeorology. DOI
• Ouellet-Proulx, S., Chimi Chiadjeu, O., Boucher, M.-A., St-Hilaire, A. (2017). Assimilation of water temperature and discharge data for ensemble water temperature forecasting. Journal of Hydrology. DOI
• Ouellet-Proulx, S., St-Hilaire, A., Boucher, M.-A. (2017). Water temperature ensemble forecasts: Implementation using the CEQUEAU model on two contrasted river systems. Water (Switzerland). DOI
• Antoine Thiboult, François Anctil, Marie-Amélie Boucher. (2016). Accounting for three sources of uncertainty in ensemble hydrological forecasting. Hydrology and Earth System Sciences. DOI
• Huet, M., Chesnaux, R., Boucher, M., Poirier, C. (2016). Comparing various approaches for assessing groundwater recharge at a regional scale in the Canadian Shield. Hydrological Sciences Journal. DOI
• Boucher, M.-A., Perreault, L., Anctil, F., Favre, A.-C. (2015). Exploratory analysis of statistical post-processing methods for hydrological ensemble forecasts. Hydrological Processes. DOI
• Brisson, C., Boucher, M.-A., Latraverse, M. (2015). Illustration of the added value of using a multi-site calibration and correction approach to reconstruct natural inflows and inter-catchment transfer flow: A case study. Canadian Journal of Civil Engineering. DOI
• Boucher, M.-A., Leconte, R. (2013). Changements climatiques et production hydroélectrique canadienne: Où en sommes-nous?. Canadian Water Resources Journal. DOI
• Boucher, M.-A., Tremblay, D., Delorme, L., Perreault, L., Anctil, F. (2012). Hydro-economic assessment of hydrological forecasting systems. Journal of Hydrology. DOI
• Boucher, M.-A., Anctil, F., Perreault, L., Tremblay, D. (2011). A comparison between ensemble and deterministic hydrological forecasts in an operational context. Advances in Geosciences. DOI
• Boucher, M.-A., Laliberté, J.-P., Anctil, F. (2010). An experiment on the evolution of an ensemble of neural networks for streamflow forecasting. Hydrology and Earth System Sciences. DOI
• Velázquez, J.A., Petit, T., Lavoie, A., Boucher, M.-A., Turcotte, R., Fortin, V., Anctil, F. (2009). An evaluation of the Canadian global meteorological ensemble prediction system for short-term hydrological forecasting. Hydrology and Earth System Sciences. DOI
• Boucher, M.-A., Perreault, L., Anctil, F. (2009). Tools for the assessment of hydro logical ensemble forecasts obtained by neural networks. Journal of Hydroinformatics. DOI
• Parent, A.-C., Anctil, F., Cantin, V., Boucher, M.-A. (2008). Neural network input selection for hydrological forecasting affected by snowmelt. Journal of the American Water Resources Association. DOI
• Marie-Amélie Boucher. Enhancing streamflow ensemble forecasting: evaluating pre- and post-processing strategies for a spatially distributed model. Canadian Water Resources Journal.

Livres

• Boucher, M.-A., Ramos, M.-H. (2019). Ensemble Streamflow Forecasts for Hydropower Systems. Handbook of Hydrometeorological Ensemble Forecasting. DOI
• Boucher, M.-A., Roulin, E., Fortin, V. (2019). Short-Range Ensemble Forecast Post-processing. Handbook of Hydrometeorological Ensemble Forecasting. DOI

Chapitres de livre

• Daniel de Cotret, Hélène Proulx, Marie-Amélie Boucher, Dominique Derome. (2025). Development of a Building Envelope Damage Assessment Tool for Flood Events based on Hygrothermal Modelling. Lecture Notes in Civil Engineering. DOI

Autres contributions

Cours enseignés ou supervisés à l'UdeS

• GCI135 - Calcul différentiel et intégral. (2024-2026). (2CR).
• GCI165 - Introduction à la programmation. (2025-2026). (3CR).
• GCI160 - Introduction à la programmation. (2024). (3CR).
• GCI607 - Formation professionnelle. (2024). (1CR).
• GBA400 - Mécanique des fluides. (2023). (3CR).
• GCI705 - Étude spécialisée III. (2023). (3CR).

Activités professionnelles

• Poste d'invité. European Centre for Medium-Range Weather Forecasts. Forecast. Invited Scientist. Reading, Berkshire, Royaume-Uni. (2022).