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Documents dont l'auteur est "Carreau, Julie"

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Nombre de documents: 47

Article de revue

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. Disponible

Farhani, N., Carreau, J., Kassouk, Z., Le Page, M., Chabaane, Z. L., & Boulet, G. (2022). Analysis of Multispectral Drought Indices in Central Tunisia. Remote Sensing, 14(8), 1813 (27 pages). Lien externe

Farhani, N., Carreau, J., Kassouk, Z., Mougenot, B., Le Page, M., Lili-Chabaane, Z., Zitouna-Chebbi, R., & Boulet, G. (2022). Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia. Environmental Modelling & Software, 155, 105448 (16 pages). Lien externe

Hammami, H., Carreau, J., Neppel, L., Elasmi, S., & Feki, H. (2022). Smooth Spatial Modeling of Extreme Mediterranean Precipitation. Water, 14(22), 3782 (18 pages). Lien externe

Carreau, J., & Guinot, V. (2021). A PCA spatial pattern based artificial neural network downscaling model for urban flood hazard assessment. Advances in Water Resources, 147, 15 pages. Lien externe

Carreau, J., & Toulemonde, G. (2020). Extra-parametrized extreme value copula : Extension to a spatial framework. Spatial Statistics, 40, 20 pages. Lien externe

Palacios-Rodríguez, F., Toulemonde, G., Carreau, J., & Opitz, T. (2020). Generalized Pareto processes for simulating space-time extreme events: an application to precipitation reanalyses. Stochastic Environmental Research and Risk Assessment, 34(12), 2033-2052. Lien externe

Carreau, J., Ben Mhenni, N., Huard, F., & Neppel, L. (2019). Exploiting the spatial pattern of daily precipitation in the analog method for regional temporal disaggregation. Journal of Hydrology, 568, 780-791. Lien externe

Carreau, J., Naveau, P., & Neppel, L. (2017). Partitioning into hazard subregions for regional peaks-over-threshold modeling of heavy precipitation. Water Resources Research, 53(5), 4407-4426. Lien externe

Vaittinada Ayar, P., Vrac, M., Bastin, S., Carreau, J., Déqué, M., & Gallardo, C. (2016). Intercomparison of statistical and dynamical downscaling models under the EURO- and MED-CORDEX initiative framework: present climate evaluations. Climate Dynamics, 46(3), 1301-1329. Lien externe

Carreau, J., & Bouvier, C. (2016). Multivariate density model comparison for multi-site flood-risk rainfall in the French Mediterranean area. Stochastic Environmental Research and Risk Assessment, 30(6), 1591-1612. Lien externe

Soubeyroux, J.-M., Neppel, L., Veysseire, J.-M., Tramblay, Y., Carreau, J., & Gouget, V. (2015). Evolution of extreme rainfall in France with a changing climate. [Evolution des précipitations extrêmes en France en contexte de changement climatique]. La Houille Blanche, 101(1), 27-33. Lien externe

Foughali, A., Tramblay, Y., Bargaoui, Z., Carreau, J., & Ruelland, D. (2015). Hydrological Modeling in Northern Tunisia with Regional Climate Model Outputs: Performance Evaluation and Bias-Correction in Present Climate Conditions. Climate, 3(3), 459-473. Lien externe

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. Disponible

Neppel, L., Arnaud, P., Borchi, F., Carreau, J., Garavaglia, F., Lang, M., Paquet, E., Renard, B., Soubeyroux, J.-M., & Veysseire, J.-M. (2014). Résultats du projet Extraflo sur la comparaison des méthodes d'estimation des pluies extrêmes en France. La Houille Blanche, 2014(2), 14-19. Lien externe

Renard, B., Kochanek, K., Lang, M., Garavaglia, F., Paquet, E., Neppel, L., Najib, K., Carreau, J., Arnaud, P., Aubert, Y., Borchi, F., Soubeyroux, J.-M., Jourdain, S., Veysseire, J.-M., Sauquet, E., Cipriani, T., & Auffray, A. (2013). Data-based comparison of frequency analysis methods: A general framework. Water Resources Research, 49(2), 825-843. Lien externe

Carreau, J., Neppel, L., Arnaud, P., & Cantet, P. (2013). Extreme rainfall analysis at ungauged sites in the South of France : comparison of three approaches. [Analyse des pluies extrêmes en des sites non-jaugés dans le sud de la France : comparaison de trois approches]. Journal de la Société française de statistique, 154(2), 119-138. Lien externe

Tramblay, Y., Neppel, L., Carreau, J., & Najib, K. (2013). Non-stationary frequency analysis of heavy rainfall events in southern France. Hydrological Sciences Journal, 58(2), 280-294. Lien externe

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. Disponible

Tramblay, Y., Neppel, L., Carreau, J., & Sanchez-Gomez, E. (2012). Extreme value modelling of daily areal rainfall over Mediterranean catchments in a changing climate. Hydrological Processes, 26(25), 3934-3944. Lien externe

Seghieri, J., Carreau, J., Boulain, N., De Rosnay, P., Arjounin, M., & Timouk, F. (2012). Is water availability really the main environmental factor controlling the phenology of woody vegetation in the central Sahel? Plant Ecology, 213(5), 861-870. Lien externe

Tramblay, Y., Neppel, L., & Carreau, J. (2011). Brief communication "Climatic covariates for the frequency analysis of heavy rainfall in the Mediterranean region". Natural Hazards and Earth System Sciences, 11(9), 2463-2468. Lien externe

Carreau, J., & Girard, S. (2011). Spatial extreme quantile estimation using a weighted log-likelihood approach. [Estimation de quantiles extrêmes spatiaux par la méthode de la log-vraisemblance pondérée]. Journal de la Société française de statistique, 152(3), 66-82. Lien externe

Carreau, J., & Vrac, M. (2011). Stochastic downscaling of precipitation with neural network conditional mixture models. Water Resources Research, 47(10), 15 pages. Lien externe

Carreau, J., & Bengio, Y. (2009). A Hybrid Pareto Mixture for Conditional Asymmetric Fat-Tailed Distributions. IEEE Transactions on Neural Networks, 20(7), 1087-1101. Lien externe

Carreau, J., & Bengio, Y. (2009). A hybrid Pareto model for asymmetric fat-tailed data: the univariate case. Extremes, 12(1), 53-76. Lien externe

Carreau, J., Naveau, P., & Sauquet, E. (2009). A statistical rainfall-runoff mixture model with heavy-tailed components. Water Resources Research, 45(10), 11 pages. Lien externe

L'Heureux, P. J., Carreau, J., Bengio, Y., Delalleau, O., & Yue, S. Y. (2004). Locally Linear Embedding for dimensionality reduction in QSAR. Journal of Computer-Aided Molecular Design, 18(7), 475-482. Lien externe

Rapport technique

Giroux, J.-S., Breton, S.-P., & Carreau, J. (2024). Interpolation-free deep learning for meteorological downscaling on unaligned grids across multiple domains with application to wind power. (Rapport technique n° G-2024-67). Lien externe

Paoli, A., Carreau, J., & Jalbert, J. (2024). Statistical testing of scaling models for precipitation Intensity-Duration-Frequency curves. (Rapport technique n° G-2024-34). Lien externe

Communication écrite

Carreau, J., Neppel, L., Ben Mhenni, L., & Huard, N. (juillet 2017). Spatial daily rainfall descriptors to reproduce sub-daily dynamics in the analog method for temporal desaggregation [Communication écrite]. 10th HyMeX Workshop, Barcelona, Spain. Lien externe

Carreau, J., & Toulemonde, G. (septembre 2016). Extra-parametrized extreme-value copula : an extension to a spatial framework [Communication écrite]. Salzburg Workshop on Dependence Models & Copulas, Salzburg, Austria. Non disponible

Carreau, J., Girard, S., & Ursu, E. (mars 2010). Spatial extreme quatile estimation using a weighted log-likelihood approach [Communication écrite]. NICDS Workshop on Statistical Methods for Geographic and Spatial Data in the Management of Natural Resources, Montréal, Qc, Canada. Non disponible

Carreau, J., Girard, S., & Ursu, E. (mars 2010). Spatial kernal interpolation for annual rainfall maxima [Communication écrite]. NICDS Workshop on Statistical Methods for Geographic and Spatial Data in the Management of Natural Resources, Montréal, Qc, Canada. Non disponible

Carreau, J., Girard, S., & Ursu, E. (septembre 2010). Spatial kernel interpolation for annual rainfall maxima [Communication écrite]. WCRP (GEWEX/CLIVAR) and UNESCO (IHP) Metrics and methodologies of estimation of extreme climate events Workshop, Paris, France. Non disponible

Carreau, J., & Bengio, Y. (mars 2007). A hybrid pareto model for conditional density estimation of asymmetric fat-tail data [Communication écrite]. 11th International Conference on Artificial Intelligence and Statistics, San Pedro, Puerto Rico. Non disponible

Affiche

Rodriguez, F. P., Toulemonde, G., Carreau, J., & Opitz, T. (novembre 2019). Stochastic extreme rainfall simulations around Montpellier [Affiche]. 8es Journées scientifiques du LabEx NUMEV, Montpellier, France. Non disponible

Rodriguez, F. P., Toulemonde, G., Carreau, J., & Opitz, T. (novembre 2018). Heavy rainfall simulations by space-time processes [Affiche]. 7es Journées scientifiques du LabEx NUMEV, Paris, France. Non disponible

Rodriguez, F. P., Toulemonde, G., Carreau, J., & Opitz, T. (mai 2018). How to simulate space-time extreme processes to assess natural disasters? [Affiche]. Workshop "Rare Events, Extremes and Machine Learning", Paris, France. Non disponible

Bacro, J., Bouvier, C., Campion, C., Carreau, J., Chailan, R., & Gaetan, C. (juillet 2015). Modélisation et simulation d'extrêmes de processus spatiaux et spatio-temporels [Affiche]. 5e Journée scientifique du LabEx NUMEV, Montpellier, France. Lien externe

Branger, F., Braud, I., Debionne, S., Viallet, P., Dehotin, J., Hénine, H., Nédélec, Y., Anquetin, S., Ayral, P. A., Bouvier, C., Delrieu, G., Le Coz, M., Nord, J., Vandervaere, J.-P., Adamovic, M., Carreau, J., Confoland, A., Didon-Lescot, J. F., Domergue, J. M., ... Wijbrans, A. (novembre 2015). Quelle stratégie d'observation et de modélisation pour l'étude des crues rapides [Affiche]. Séminaire de restitution du projet ANR Floodscale, Aix-en-Provence, France. Lien externe

Carreau, J., Toulemonde, G., Bacro, J. N., Bouvier, C., & Neppel, L. (janvier 2014). Assessing the impacts of the choice of spatial dependence structure for flood-risk rainfall [Affiche]. Workshop on Stochastic Weather Generators, Avignon, France. Lien externe

Carreau, J., Dezetter, A., Aboubacar, H., & Ruelland, D. (juillet 2013). Evaluation and comparison of two downscaling methods for daily precipitation in hydrological impact studies [Affiche]. Joint 37th Scientific Assembly (IAHS/IASPO/IASPEI), Gothenburg, Sweden. Non disponible

Présentation

Toulemonde, G., & Carreau, J. (juin 2018). Extra-parametrized extreme value copula : extension to a spatial framework [Présentation]. Dans 9th Workshop on Spatio-temporal Modeling (METMA IX), Montpellier, France. Non disponible

Palacio-Rodriguez, F., Toulemonde, G., Carreau, J., & Opitz, T. (octobre 2018). On space-time extreme processes simulation for flash floods in Mediterranean France [Présentation]. Dans 4th Conference on Stochastic Weather Generators (SWGEN 2018), Boulder, Colorado, USA. Non disponible

Palacio-Rodriguez, F., Toulemonde, G., Carreau, J., & Opitz, T. (juin 2018). Space-time extreme processes simulation for flash floods in Mediterranean France [Présentation]. Dans 9th Workshop on Spatio-temporal Modeling (METMA IX), Montpellier, France. Non disponible

Chapitre de livre

Toulemonde, G., Carreau, J., & Guinot, V. (2020). Space–Time Simulations of Extreme Rainfall: Why and How? Dans Mathematical Modeling of Random and Deterministic Phenomena (p. 53-71). Lien externe

Liste produite: Fri Dec 20 04:51:25 2024 EST.