Research
Published papers
J Boudreault*, C Campagna, F Chebana (2023). Machine and deep learning for modelling heat-health relationships. Science of the Total Environment, 682(164660): 1-12.
J Boudreault*, NE Bergeron, A St-Hilaire, F Chebana (2022). A new look at habitat suitability curves through functional data analysis. Ecological Modelling, 467(109905): 1-11.
J Boudreault*, A St-Hilaire, F Chebana, NE Bergeron (2021). Modelling fish physico-thermal habitat selection using functional regression. Journal of Ecohydraulics, 6(2): 105-120.
J Beaupré*, J Boudreault, NE Bergeron, A St-Hilaire (2020). Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model. Journal of Thermal Biology, 87(102471): 1-13.
J Boudreault*, NE Bergeron, A St-Hilaire, F Chebana (2019). Stream Temperature Modeling Using Functional Regression Models. Journal of the American Water Resources Association, 55(6): 1382-1400.
Submitted papers
J Boudreault*, C Campagna, F Chebana (2023). Revisiting the importance of temperature, weather and pollution variables in heat-mortality relationships with machine learning.
F Tupinier-Martin*, J Boudreault, C Campagna, E Lavigne, P Gamache, M Tandonnet, M Genereux, S Trottier, I Goupil-Sormany (2023). The Relationship Between Hot Temperatures and Hospital Admissions for Psychosis in Adults Diagnosed with Schizophrenia: A Case-Crossover Study in Quebec, Canada.
M Grenier*, J Boudreault*, S Raymond, M Boudreault (2023). Projected seasonal flooding in Canada under climate change with statistical and machine learning.
M Bourget*, M Boudreault, DA Carozza, J Boudreault, S Raymond (2023). Future insurance losses for pluvial flooding in Canada and the United States.
M Grenier*, M Boudreault, DA Carozza, J Boudreault, S Raymond (2023). Flood occurrence and impact models for socioeconomic applications over Canada and the United States.
Reports
- J Boudreault*, C Campagna, F Chebana (2022). Coûts de santé de la chaleur extrême en contexte de changements climatiques : état des connaissances et orientations futures. Rapport de recherche R2129, Institut national de la recherche scientifique, 92 p.
Master thesis
- J Boudreault* (2018). La régression fonctionnelle pour modéliser la température de l’eau et l’habitat du saumon atlantique juvénile. Mémoire de maîtrise. 161 p.