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P. Naveau · SciRah

Researcher profile · Semantic Scholar

P. Naveau

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P. Naveau — researcher profile on SciRah

h-index: 43
Works: 175
Citations: 7,721

Most-cited papers

Calibrated Ensemble Forecasts Using Quantile Regression Forests and Ensemble Model Output Statistics
Maxime Taillardat, O. Mestre, M. Zamo, P. Naveau
2016225 citations Open access
Semantic Scholar
Modeling jointly low, moderate, and heavy rainfall intensities without a threshold selection
P. Naveau, Raphael Huser, P. Ribéreau, A. Hannart
2016197 citations Open access
Semantic Scholar
Estimation of the Continuous Ranked Probability Score with Limited Information and Applications to Ensemble Weather Forecasts
M. Zamo, P. Naveau
2018Mathematical Geosciences192 citations Open access
Semantic Scholar
Stochastic weather generators: an overview of weather type models
P. Ailliot, D. Allard, V. Monbet, P. Naveau
2015189 citations
Semantic Scholar
Causal Counterfactual Theory for the Attribution of Weather and Climate-Related Events
A. Hannart, J. Pearl, F. Otto, P. Naveau +1 more
2016188 citations Open access
Semantic Scholar
Clustering of Maxima: Spatial Dependencies among Heavy Rainfall in France
E. Bernard, P. Naveau, M. Vrac, O. Mestre
2013130 citations Open access
Semantic Scholar
Projections of global changes in precipitation extremes from Coupled Model Intercomparison Project Phase 5 models
A. Toreti, P. Naveau, M. Zampieri, A. Schindler +5 more
2013120 citations Open access
Semantic Scholar
Evaluating lossy data compression on climate simulation data within a large ensemble
A. Baker, D. Hammerling, S. Mickelson, Haiying Xu +11 more
2016Geoscientific Model Development104 citations Open access
Semantic Scholar
Evaluating the dependence structure of compound precipitation and wind speed extremes
J. Zscheischler, P. Naveau, O. Martius, Sebastian Engelke +1 more
2020Earth System Dynamics102 citations Open access
Semantic Scholar
A new statistical approach to climate change detection and attribution
A. Ribes, F. Zwiers, J. Azaïs, P. Naveau
2016Climate Dynamics100 citations Open access
Semantic Scholar
A Comparison of Moderate and Extreme ERA‐5 Daily Precipitation With Two Observational Data Sets
P. Rivoire, O. Martius, P. Naveau
2021Earth and Space Science94 citations Open access
Semantic Scholar
Analyses of the Northern European Summer Heatwave of 2018
P. Yiou, J. Cattiaux, Davide Faranda, N. Kadygrov +7 more
202071 citations Open access
Semantic Scholar
Multivariate stochastic bias corrections with optimal transport
Y. Robin, M. Vrac, P. Naveau, P. Yiou
2018Hydrology and Earth System Sciences66 citations Open access
Semantic Scholar
Forest-Based and Semiparametric Methods for the Postprocessing of Rainfall Ensemble Forecasting
Maxime Taillardat, Anne-Laure Fougères, P. Naveau, O. Mestre
2017Weather and forecasting62 citations Open access
Semantic Scholar
Flexible semiparametric generalized Pareto modeling of the entire range of rainfall amount
Patricia Tencaliec, A. Favre, P. Naveau, C. Prieur +1 more
2019Environmetrics59 citations Open access
Semantic Scholar
A Statistical Framework for Conditional Extreme Event Attribution
P. Yiou, A. Jézéquel, P. Naveau, F. Otto +2 more
201759 citations Open access
Semantic Scholar
Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization
Anne Sabourin, P. Naveau
2014Computational Statistics & Data Analysis54 citations Open access
Semantic Scholar
Optimal fingerprinting under multiple sources of uncertainty
A. Hannart, A. Ribes, P. Naveau
201448 citations Open access
Semantic Scholar
DADA: data assimilation for the detection and attribution of weather and climate-related events
A. Hannart, M. Bocquet, A. Carrassi, M. Ghil +4 more
2015Climatic Change46 citations Open access
Semantic Scholar
Spatial clustering of summer temperature maxima from the CNRM-CM5 climate model ensembles & E-OBS over Europe
M. Bador, P. Naveau, E. Gilleland, M. Castellà +1 more
201546 citations Open access
Semantic Scholar
Detecting changes in forced climate attractors with Wasserstein distance
Y. Robin, P. Yiou, P. Naveau
201743 citations Open access
Semantic Scholar
Combining random forests and class-balancing to discriminate between three classes of avalanche activity in the French Alps
Pascal Dkengne Sielenou, Léo Viallon-Galinier, P. Hagenmuller, P. Naveau +4 more
2021Cold Regions Science and Technology40 citations Open access
Semantic Scholar
Probabilities of Causation of Climate Changes
A. Hannart, P. Naveau
2017Journal of Climate39 citations Open access
Semantic Scholar
Trends of atmospheric circulation during singular hot days in Europe
A. Jézéquel, J. Cattiaux, P. Naveau, S. Radanovics +4 more
201837 citations Open access
Semantic Scholar
Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions
Maxime Taillardat, Anne-Laure Fougères, P. Naveau, R. de Fondeville
2019International Journal of Forecasting34 citations Open access
Semantic Scholar
Estimating high dimensional covariance matrices: A new look at the Gaussian conjugate framework
A. Hannart, P. Naveau
2014Journal of Multivariate Analysis33 citations Open access
Semantic Scholar
Climate extreme event attribution using multivariate peaks-over-thresholds modeling and counterfactual theory
A. Kiriliouk, P. Naveau
201931 citations Open access
Semantic Scholar
On the evaluation of climate model simulated precipitation extremes
A. Toreti, P. Naveau
201430 citations Open access
Semantic Scholar
Disconcerting learning on climate sensitivity and the uncertain future of uncertainty
A. Hannart, M. Ghil, J. Dufresne, P. Naveau
2013Climatic Change25 citations
Semantic Scholar
Spatial variability in Alpine reservoir regulation: deriving reservoir operations from streamflow using generalized additive models
M. Brunner, P. Naveau
2023Hydrology and Earth System Sciences24 citations Open access
Semantic Scholar
Nonparametric tests for change-point detection in the distribution of block maxima based on probability weighted moments
I. Kojadinovic, P. Naveau
201524 citations
Semantic Scholar
Projections of global changes in precipitation extremes from CMIP 5 models
A. Toreti, P. Naveau, M. Zampieri, A. Schindler +5 more
201323 citations
Semantic Scholar
A non‐parametric entropy‐based approach to detect changes in climate extremes
P. Naveau, A. Guillou, T. Rietsch
201422 citations
Semantic Scholar
A VAE approach to sample multivariate extremes
N. Lafon, P. Naveau, Ronan Fablet
2023Journal of Statistical Computation and Simulation19 citations Open access
Semantic Scholar
Improved regional frequency analysis of rainfall data
Philomène Le Gall, A. Favre, P. Naveau, Clémentine +1 more
202218 citations
Semantic Scholar
Revising Return Periods for Record Events in a Climate Event Attribution Context
P. Naveau, A. Ribes, F. Zwiers, A. Hannart +2 more
201818 citations Open access
Semantic Scholar
Sub-millennial climate variability from high-resolution water isotopes in the EPICA Dome C ice core
A. Grisart, M. Casado, V. Gkinis, B. Vinther +15 more
2022Climate of the Past17 citations Open access
Semantic Scholar
High return level estimates of daily ERA-5 precipitation in Europe estimated using regionalized extreme value distributions
P. Rivoire, Philomène Le Gall, A. Favre, P. Naveau +1 more
2021Weather and Climate Extremes17 citations Open access
Semantic Scholar
Extreme avalanche cycles: Return levels and probability distributions depending on snow and meteorological conditions
G. Évin, P. D. Sielenou, N. Eckert, P. Naveau +2 more
202115 citations Open access
Semantic Scholar
Non-linear models for extremal dependence
L. Mhalla, V. Chavez‐Demoulin, P. Naveau
2017Journal of Multivariate Analysis14 citations Open access
Semantic Scholar
Urban heat island estimation from crowdsensing thermometers embedded in personal cars
Eva Marquès, V. Masson, P. Naveau, O. Mestre +2 more
2022Bulletin of The American Meteorological Society - (BAMS)13 citations Open access
Semantic Scholar
Variability patterns of the annual frequency and timing of low streamflow days across the United States and their linkage to regional and large‐scale climate
Maryam Pournasiri Poshtiri, I. Pal, Upmanu Lall, P. Naveau +1 more
2019Hydrological Processes13 citations
Semantic Scholar
A limiting distribution for maxima of discrete stationary triangular arrays with an application to risk due to avalanches
Pascal Sielenou Dkengne, N. Eckert, P. Naveau
201613 citations
Semantic Scholar
Assessment of subseasonal-to-seasonal (S2S) ensemble extreme precipitation forecast skill over Europe
P. Rivoire, O. Martius, P. Naveau, A. Tuel
2023Natural Hazards and Earth System Sciences12 citations Open access
Semantic Scholar
Forecast score distributions with imperfect observations
Julie Bessac, P. Naveau
2018Advances in Statistical Climatology, Meteorology and Oceanography12 citations Open access
Semantic Scholar
Skew generalized extreme value distribution: Probability-weighted moments estimation and application to block maxima procedure
P. Ribéreau, Esterina Masiello, P. Naveau
201611 citations Open access
Semantic Scholar
A semi‐parametric stochastic generator for bivariate extreme events
G. Marcon, P. Naveau, S. Padoan
201710 citations
Semantic Scholar
An automatized homogenization procedure via pairwise comparisons with application to Argentinean temperature series
A. Hannart, O. Mestre, P. Naveau
201410 citations
Semantic Scholar
Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk
Romain Pic, C. Dombry, P. Naveau, Maxime Taillardat
2022International Journal of Forecasting9 citations Open access
Semantic Scholar
An extended generalized Pareto regression model for count data
Touqeer Ahmad, C. Gaetan, P. Naveau
20229 citations Open access
Semantic Scholar

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