Jérémie Boudreault

Jérémie Boudreault

PhD candidate at INRS
Data science and climate change 🔥

Research

Published papers

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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*, C Campagna, F Chebana (2023). Revisiting the importance of temperature, weather and pollution variables in heat-mortality relationships with machine learning.

  2. 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.

  3. M Grenier*, J Boudreault*, S Raymond, M Boudreault (2023). Projected seasonal flooding in Canada under climate change with statistical and machine learning.

  4. M Bourget*, M Boudreault, DA Carozza, J Boudreault, S Raymond (2023). Future insurance losses for pluvial flooding in Canada and the United States.

  5. 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

  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.