Houssou, V., & Carreau, J. (2026). Spatial pattern regression for meteorological fields interpolation. Hydrology and Earth System Sciences, 30(18), 5791-5807.
Directory of Experts
Carreau, Julie
Directory of Experts
Carreau, Julie
Directory of Experts
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Journal article (5)
Conference paper (9)
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Julie Carreau (14)
- 2026 (1)
Journal article
- 2025 (3)
Conference paper Lemaire, P.-L., & Carreau, J. (2025, May). Apprentissage Profond Informé par Clausius-Clapeyron pour l'Augmentation de Résolution de Simulations de Précipitation [Presentation]. In 92e congrès de l’ACFAS, Montréal, QC, Canada.Conference paper Alipourhajiagha, M., Lemaire, P.-L., Diouane, Y., & Carreau, J. (2025, December). A probabilistic U-Net approach to downscaling climate simulations [Poster]. The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, California, USA (7 pages).Conference paper Houssou, V., & Carreau, J. (2025, May). Régression sur motifs spatiaux pour les données météorologiques spatialisées [Presentation]. In 92e congrès de l’ACFAS, Montréal, QC, Canada.
- 2023 (1)
Journal article Carreau, J., & Naveau, P. (2023). A spatially adaptive multi-resolution generative algorithm: Application to simulating flood wave propagation. Weather and Climate Extremes, 41, 15 pages.
- 2020 (1)
Journal article Carreau, J., & Toulemonde, G. (2020). Extra-parametrized extreme value copula : Extension to a spatial framework. Spatial Statistics, 40, 20 pages.
- 2018 (3)
Conference paper Toulemonde, G., & Carreau, J. (2018, June). Extra-parametrized extreme value copula : extension to a spatial framework [Presentation]. In 9th Workshop on Spatio-temporal Modeling (METMA IX), Montpellier, France.Conference paper Palacio-Rodriguez, F., Toulemonde, G., Carreau, J., & Opitz, T. (2018, October). On space-time extreme processes simulation for flash floods in Mediterranean France [Presentation]. In 4th Conference on Stochastic Weather Generators (SWGEN 2018), Boulder, Colorado, USA.Conference paper Palacio-Rodriguez, F., Toulemonde, G., Carreau, J., & Opitz, T. (2018, June). Space-time extreme processes simulation for flash floods in Mediterranean France [Presentation]. In 9th Workshop on Spatio-temporal Modeling (METMA IX), Montpellier, France.
- 2016 (1)
Conference paper Carreau, J., & Toulemonde, G. (2016, September). Extra-parametrized extreme-value copula : an extension to a spatial framework [Paper]. Salzburg Workshop on Dependence Models & Copulas, Salzburg, Austria.
- 2014 (1)
Journal article Braud, I., Ayral, P. A., Bouvier, C., Branger, F., Delrieu, G., Le Coz, J., Nord, G., Vandervaere, J. P., Anquetin, S., Adamovic, M., Andrieu, J., Batiot, C., Boudevillain, B., Brunet, P., Carreau, J., Confoland, A., Didon-Lescot, J. F., Domergue, J. M., Douvinet, J., ... Wijbrans, A. (2014). Multi-scale hydrometeorological observation and modelling for flash flood understanding. Hydrology and Earth System Sciences, 18(9), 3733-3761.
- 2012 (1)
Journal article Ceresetti, D., Ursu, E., Carreau, J., Anquetin, S., Creutin, J. D., Gardes, L., Girard, S., & Molinié, G. (2012). Evaluation of classical spatial-analysis schemes of extreme rainfall. Natural Hazards and Earth System Sciences, 12(11), 3229-3240.
- 2010 (2)
Conference paper Carreau, J., Girard, S., & Ursu, E. (2010, March). Spatial kernal interpolation for annual rainfall maxima [Paper]. NICDS Workshop on Statistical Methods for Geographic and Spatial Data in the Management of Natural Resources, Montréal, Qc, Canada.Conference paper Carreau, J., Girard, S., & Ursu, E. (2010, September). Spatial kernel interpolation for annual rainfall maxima [Paper]. WCRP (GEWEX/CLIVAR) and UNESCO (IHP) Metrics and methodologies of estimation of extreme climate events Workshop, Paris, France.
