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Items where Author is "Carreau, Julie"

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Number of items: 45.

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. Available

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). External link

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). External link

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

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. External link

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

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. External link

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. External link

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. External link

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. External link

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. External link

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. External link

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. External link

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. Available

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. External link

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. External link

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. External link

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. External link

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. Available

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. External link

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. External link

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. External link

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. External link

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

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

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

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

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. External link

Paper

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

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. Unavailable

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

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. Unavailable

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. Unavailable

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

Poster

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

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

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

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

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. (2015, November). Quelle stratégie d'observation et de modélisation pour l'étude des crues rapides [Poster]. Séminaire de restitution du projet ANR Floodscale, Aix-en-Provence, France. External link

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

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

Presentation

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. Unavailable

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. Unavailable

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. Unavailable

Book Section

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

List generated on: Sun Oct 13 08:36:14 2024 EDT