Faculty profile
Fateh Chebana
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Research
Latest papers
Tiered heat-health warning systems: a scoping review.
International journal of biometeorology · 2026 · first author
Machine learning for modelling the health impacts of extreme heat: A comprehensive literature review.
Environment international · 2025 · senior author
Projecting the overall heat-related health burden and associated economic costs in a climate change context in Quebec, Canada.
The Science of the total environment · 2025 · senior author
Latest funding
- $59,000
Prévision de la demande en eau potable: élargir les possibilités aux municipalités avec des données insuffisantes en quantité et en qualité
NSERC · 2023 · Principal investigator
- $35,000
Nouveau regard sur l'ensemble des impacts sanitaires de la chaleur extrême grâce à l'intelligence artificielle
CIHR · 2022 · Supervisor
- $25,000
Urban Water Demand Forecasting System for the City of Montreal
NSERC · 2021 · Principal investigator
20 publications.
Tiered heat-health warning systems: a scoping review.
Chebana F, Sanda OAO, Campagna C
Machine learning for modelling the health impacts of extreme heat: A comprehensive literature review.
Boudreault J, Lamothe F, Campagna C, Chebana F
Projecting the overall heat-related health burden and associated economic costs in a climate change context in Quebec, Canada.
Boudreault J, Campagna C, Lavigne É, Chebana F
Estimating the heat-related mortality and morbidity burden in the province of Quebec, Canada.
Boudreault J, Lavigne É, Campagna C, Chebana F
Revisiting the importance of temperature, weather and air pollution variables in heat-mortality relationships with machine learning.
Boudreault J, Campagna C, Chebana F
Prediction of heatwave related mortality magnitude, duration and frequency with climate variability and climate change information.
Ouarda TBMJ, Masselot P, Campagna C, Gosselin P, Lavigne É, St-Hilaire A, Chebana F, Valois P
Constrained groupwise additive index models.
Masselot P, Chebana F, Campagna C, Lavigne É, Ouarda TBMJ, Gosselin P
Machine and deep learning for modelling heat-health relationships.
Boudreault J, Campagna C, Chebana F
Heat-related mortality prediction using low-frequency climate oscillation indices: Case studies of the cities of Montréal and Québec, Canada.
Masselot P, Ouarda TBMJ, Charron C, Campagna C, Lavigne É, St-Hilaire A, Chebana F, Valois P, Gosselin P
Data-Enhancement Strategies in Weather-Related Health Studies.
Masselot P, Chebana F, Ouarda TBMJ, Bélanger D, Gosselin P
Prévision de la demande en eau potable: élargir les possibilités aux municipalités avec des données insuffisantes en quantité et en qualité
Principal investigators: Chebana, Fateh F
Keywords: apprentissage machine; eau potable; hydrologie urbaine; modélisation; municipalité; prévision
Nouveau regard sur l'ensemble des impacts sanitaires de la chaleur extrême grâce à l'intelligence artificielle
Principal investigators: Boudreault, Jérémie
Keywords: Apprentissage Automatique; Chaleur Extrême; Intelligence Artificielle; Santé Environnementale; Science Des Données; Vague De Chaleur
Urban Water Demand Forecasting System for the City of Montreal
Principal investigators: Chebana, Fateh
Prédictions des demandes en eau en fonction de variables météorologiques
Principal investigators: Chebana, Fateh
Risque hydrologique avec approches statistiques avancées
Principal investigators: Chebana, Fateh
Keywords: risque hydrologique; crues; hydrologie statistique; modélisation; multivarié; copule; tests d'hypothèses; non stationnarité; hétérogénéité; dépendance
An ensemble learning framework for long-term flood forecasting
Principal investigators: Chebana, Fateh
A new data-driven model for urban water demand forecasting
Principal investigators: Chebana, Fateh
Méthodes statistiques flexibles et optimales pour l'analyse fréquentielle régionale des variables hydrologiques
Principal investigators: Chebana, Fateh
Développement et adaptation d'un outil multi-modules de prévision hydrologique et thermique dans un contexte d'assimilation de données
Principal investigators: StHilaire, André
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Alain Vanasse and Denis Talbot: 1 shared paper
- Alain Vanasse and Fateh Chebana: 1 shared paper
- Denis Talbot and Fateh Chebana: 1 shared paper
- Eau Terre Environnement
- Family Medicine and Emergency Medicine
- Département de médecine sociale et préventive
Co-authors at Institut national de la recherche scientifique, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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