Jérémie Boudreault

Jérémie Boudreault

PhD candidate at INRS
Data science and climate change 🔥

Research

Published papers

  1. M Grenier*, J Boudreault*, S Raymond, M Boudreault (2024). Projected seasonal flooding in Canada under climate change with statistical and machine learning. Journal of Hydrology: Regional Studies. 52(101754): 1-16.

  2. J Boudreault*, C Campagna, F Chebana (2024). Revisiting the importance of temperature, weather and pollution variables in heat-mortality relationships with machine learning. Environmental Science and Pollution Research. 31 (9): 14059-14070.

  3. F Tupinier-Martin*, J Boudreault, C Campagna, E Lavigne, P Gamache, M Tandonnet, M Genereux, S Trottier, I Goupil-Sormany (2024). The relationship between hot temperatures and hospital admissions for psychosis in adults diagnosed with schizophrenia: a case-crossover study in Quebec, Canada. Environmental Research. 246(118225): 1-12.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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

  1. J Boudreault*, E Lavigne, C Campagna, F Chebana (2024). Estimating the heat-related mortality and morbidity burden in the province of Quebec, Canada.

  2. J Boudreault*, A Ruf, C Campagna, F Chebana (2024). Multi-region models built with machine and deep learning for predicting several heat-related health outcomes.

  3. M Bourget*, M Boudreault, DA Carozza, J Boudreault, S Raymond (2024). A data science approach to climate change risk assessment applied to pluvial flood occurrences for the United States and Canada. [Accepted in ASTIN Bulletin]

  4. M Grenier*, M Boudreault, DA Carozza, J Boudreault, S Raymond (2024). Flood occurrence and impact models for socioeconomic applications over Canada and the United States.

Reports

  1. 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

  1. 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.