Philippe Naveau - Publications

Affiliations: 
University of Colorado, Boulder, Boulder, CO, United States 
Area:
Statistics, Atmospheric Science Physics, Mathematics

92 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Rohmer J, Louisor J, Cozannet GL, Naveau P, Thao S, Bertin X. Attribution of Extreme Wave Height Records along the North Atlantic Coasts using Hindcast Data: Feasibility and Limitations Journal of Coastal Research. 95: 1268-1272. DOI: 10.2112/Si95-245.1  0.397
2020 Yiou P, Cattiaux J, Faranda D, Kadygrov N, Jézéquel A, Naveau P, Ribes A, Robin Y, Thao S, Oldenborgh GJv, Vrac M. Analyses of the Northern European Summer Heatwave of 2018 Bulletin of the American Meteorological Society. 101. DOI: 10.1175/Bams-D-19-0170.1  0.324
2020 Tencaliec P, Favre A, Naveau P, Prieur C, Nicolet G. Flexible semiparametric generalized Pareto modeling of the entire range of rainfall amount Environmetrics. 31. DOI: 10.1002/Env.2582  0.459
2019 Robin Y, Vrac M, Naveau P, Yiou P. Multivariate stochastic bias corrections with optimal transport Hydrology and Earth System Sciences. 23: 773-786. DOI: 10.5194/Hess-23-773-2019  0.44
2019 Taillardat M, Fougères A, Naveau P, Mestre O. Forest-Based and Semiparametric Methods for the Postprocessing of Rainfall Ensemble Forecasting Weather and Forecasting. 34: 617-634. DOI: 10.1175/Waf-D-18-0149.1  0.375
2018 Hannart A, Naveau P. Probabilities of causation of climate changes Journal of Climate. 31: 5507-5524. DOI: 10.1175/Jcli-D-17-0304.1  0.399
2018 Naveau P, Ribes A, Zwiers F, Hannart A, Tuel A, Yiou P. Revising Return Periods for Record Events in a Climate Event Attribution Context Journal of Climate. 31: 3411-3422. DOI: 10.1175/Jcli-D-16-0752.1  0.45
2018 Jézéquel A, Cattiaux J, Naveau P, Radanovics S, Ribes A, Vautard R, Vrac M, Yiou P. Trends of atmospheric circulation during singular hot days in Europe Environmental Research Letters. 13: 54007. DOI: 10.1088/1748-9326/Aab5Da  0.408
2018 Guin O, Naveau P, Boreux J. Extracting a Common Signal in Tree Ring Widths with a Semi-parametric Bayesian Hierarchical Model Journal of Agricultural Biological and Environmental Statistics. 23: 550-565. DOI: 10.1007/S13253-018-0330-0  0.369
2018 Zamo M, Naveau P. Estimation of the Continuous Ranked Probability Score with Limited Information and Applications to Ensemble Weather Forecasts Mathematical Geosciences. 50: 209-234. DOI: 10.1007/S11004-017-9709-7  0.402
2017 Robin Y, Yiou P, Naveau P. Detecting changes in forced climate attractors with Wasserstein distance Nonlinear Processes in Geophysics. 24: 393-405. DOI: 10.5194/Npg-24-393-2017  0.373
2017 Gilleland E, Katz RW, Naveau P. Quantifying the Risk of Extreme Events under Climate Change Chance. 30: 30-36. DOI: 10.1080/09332480.2017.1406757  0.339
2017 Mhalla L, Chavez-Demoulin V, Naveau P. Non Linear Models for Extremal Dependence Journal of Multivariate Analysis. 159: 49-66. DOI: 10.1016/J.Jmva.2017.04.006  0.419
2017 Kojadinovic I, Naveau P. Detecting distributional changes in samples of independent block maxima using probability weighted moments Extremes. 20: 417-450. DOI: 10.1007/S10687-016-0273-1  0.405
2017 Carreau J, Naveau P, Neppel L. Partitioning into hazard subregions for regional peaks-over-threshold modeling of heavy precipitation Water Resources Research. 53: 4407-4426. DOI: 10.1002/2017Wr020758  0.428
2017 Tuel A, Naveau P, Ammann C. Skillful prediction of multidecadal variations in volcanic forcing Geophysical Research Letters. 44: 2868-2874. DOI: 10.1002/2016Gl072234  0.42
2016 Taillardat M, Mestre O, Zamo M, Naveau P. Calibrated ensemble forecasts using quantile regression forests and ensemble model output statistics Monthly Weather Review. 144: 2375-2393. DOI: 10.1175/Mwr-D-15-0260.1  0.442
2016 Hannart A, Pearl J, Otto FEL, Naveau P, Ghil M. Causal counterfactual theory for the attribution of weather and climate-related events Bulletin of the American Meteorological Society. 97: 99-110. DOI: 10.1175/Bams-D-14-00034.1  0.381
2016 Ribereau P, Masiello E, Naveau P. Skew generalized extreme value distribution: Probability-weighted moments estimation and application to block maxima procedure Communications in Statistics - Theory and Methods. 45: 5037-5052. DOI: 10.1080/03610926.2014.935434  0.4
2016 Dkengne PS, Eckert N, Naveau P. A limiting distribution for maxima of discrete stationary triangular arrays with an application to risk due to avalanches Extremes. 19: 25-40. DOI: 10.1007/S10687-015-0234-0  0.369
2016 Hannart A, Carrassi A, Bocquet M, Ghil M, Naveau P, Pulido M, Ruiz J, Tandeo P. DADA: data assimilation for the detection and attribution of weather and climate-related events Climatic Change. 1-20. DOI: 10.1007/S10584-016-1595-3  0.455
2016 Ribes A, Zwiers FW, Azaïs JM, Naveau P. A new statistical approach to climate change detection and attribution Climate Dynamics. 1-20. DOI: 10.1007/S00382-016-3079-6  0.492
2016 Jang D, Oh HS, Naveau P. Identifying local smoothness for spatially inhomogeneous functions Computational Statistics. 1-24. DOI: 10.1007/S00180-016-0694-Y  0.357
2016 Naveau P, Huser R, Ribereau P, Hannart A. Modeling jointly low, moderate, and heavy rainfall intensities without a threshold selection Water Resources Research. 52: 2753-2769. DOI: 10.1002/2015Wr018552  0.475
2015 Toreti A, Naveau P. On the evaluation of climate model simulated precipitation extremes Environmental Research Letters. 10. DOI: 10.1088/1748-9326/10/1/014012  0.449
2015 Guillou A, Naveau P, You A. A folding methodology for multivariate extremes: estimation of the spectral probability measure and actuarial applications Scandinavian Actuarial Journal. 2015: 549-572. DOI: 10.1080/03461238.2013.864326  0.372
2015 Bador M, Naveau P, Gilleland E, Castellà M, Arivelo T. Spatial clustering of summer temperature maxima from the CNRM-CM5 climate model ensembles & E-OBS over Europe Weather and Climate Extremes. 9: 17-24. DOI: 10.1016/J.Wace.2015.05.003  0.465
2015 Koch E, Naveau P. A frailty-contagion model for multi-site hourly precipitation driven by atmospheric covariates Advances in Water Resources. 78: 145-154. DOI: 10.1016/J.Advwatres.2015.01.001  0.456
2014 Naveau P, Guillou A, Rietsch T. A non-parametric entropy-based approach to detect changes in climate extremes Journal of the Royal Statistical Society. Series B: Statistical Methodology. 76: 861-884. DOI: 10.1111/Rssb.12058  0.471
2014 Hannart A, Naveau P. Estimating high dimensional covariance matrices: A new look at the Gaussian conjugate framework Journal of Multivariate Analysis. 131: 149-162. DOI: 10.1016/J.Jmva.2014.06.001  0.371
2014 Sabourin A, Naveau P. Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization Computational Statistics and Data Analysis. 71: 542-567. DOI: 10.1016/J.Csda.2013.04.021  0.389
2014 Hannart A, Mestre O, Naveau P. An automatized homogenization procedure via pairwise comparisons with application to Argentinean temperature series International Journal of Climatology. 34: 3528-3545. DOI: 10.1002/Joc.3925  0.337
2014 Naveau P, Toreti A, Smith I, Xoplaki E. A fast nonparametric spatio-temporal regression scheme for generalized Pareto distributed heavy precipitation Water Resources Research. 50: 4011-4017. DOI: 10.1002/2014Wr015431  0.494
2014 Hannart A, Ribes A, Naveau P. Optimal fingerprinting under multiple sources of uncertainty Geophysical Research Letters. 41: 1261-1268. DOI: 10.1002/2013Gl058653  0.397
2013 Bernard E, Naveau P, Vrac M, Mestre O. Clustering of maxima: Spatial dependencies among heavy rainfall in france Journal of Climate. 26: 7929-7937. DOI: 10.1175/Jcli-D-12-00836.1  0.368
2013 Naveau P, Ammann CM, Oh H, Guo W. An Automatic Statistical Methodology to Extract Pulse‐Like Forcing Factors in Climatic Time Series: Application to Volcanic Events Geophysical Monograph. 139: 177-186. DOI: 10.1029/139Gm11  0.492
2013 Gazeaux J, Batista D, Ammann CM, Naveau P, Jégat C, Gao C. Extracting common pulse-like signals from multiple ice core time series Computational Statistics and Data Analysis. 58: 45-57. DOI: 10.1016/J.Csda.2012.01.024  0.412
2013 Sabourin A, Naveau P, Fougères AL. Bayesian model averaging for multivariate extremes Extremes. 16: 325-350. DOI: 10.1007/S10687-012-0163-0  0.395
2013 Hannart A, Ghil M, Dufresne JL, Naveau P. Disconcerting learning on climate sensitivity and the uncertain future of uncertainty Climatic Change. 119: 585-601. DOI: 10.1007/S10584-013-0770-Z  0.361
2013 Kallache M, Naveau P, Vrac M. Spatial assessment of precipitation deficits in the Duero basin (central Spain) with multivariate extreme value statistics Water Resources Research. 49: 6716-6730. DOI: 10.1002/Wrcr.20490  0.402
2013 Toreti A, Naveau P, Zampieri M, Schindler A, Scoccimarro E, Xoplaki E, Dijkstra HA, Gualdi S, Luterbacher J. Projections of global changes in precipitation extremes from Coupled Model Intercomparison Project Phase 5 models Geophysical Research Letters. 40: 4887-4892. DOI: 10.1002/Grl.50940  0.426
2013 Toulemonde G, Guillou A, Naveau P. Particle filtering for Gumbel-distributed daily maxima of methane and nitrous oxide Environmetrics. 24: 51-62. DOI: 10.1002/Env.2192  0.348
2013 Rietsch T, Naveau P, Gilardi N, Guillou A. Network design for heavy rainfall analysis Journal of Geophysical Research Atmospheres. 118: 13075-13086. DOI: 10.1002/2013Jd020867  0.346
2012 Gazeaux J, Bekki S, Naveau P, Keckhut P, Jumelet J, Parades J, David C. Detection of particle layers in backscatter profiles: Application to Antarctic lidar measurements Atmospheric Chemistry and Physics. 12: 3205-3217. DOI: 10.5194/Acp-12-3205-2012  0.331
2012 Cooley D, Davis RA, Naveau P. Approximating the conditional density given large observed values via a multivariate extremes framework, with application to environmental data Annals of Applied Statistics. 6: 1406-1429. DOI: 10.1214/12-Aoas554  0.364
2012 Hannart A, Naveau P. An improved Bayesian information criterion for multiple change-point models Technometrics. 54: 256-268. DOI: 10.1080/00401706.2012.694780  0.391
2011 Ghil M, Yiou P, Hallegatte S, Malamud BD, Naveau P, Soloviev A, Friederichs P, Keilis-Borok V, Kondrashov D, Kossobokov V, Mestre O, Nicolis C, Rust HW, Shebalin P, Vrac M, et al. Extreme events: Dynamics, statistics and prediction Nonlinear Processes in Geophysics. 18: 295-350. DOI: 10.5194/Npg-18-295-2011  0.393
2011 Naveau P, Zhang Z, Zhu B. An extension of max autoregressive models Statistics and Its Interface. 4: 253-266. DOI: 10.4310/Sii.2011.V4.N2.A19  0.341
2011 Kallache M, Vrac M, Naveau P, Michelangeli PA. Nonstationary probabilistic downscaling of extreme precipitation Journal of Geophysical Research Atmospheres. 116. DOI: 10.1029/2010Jd014892  0.438
2011 Gazeaux J, Flaounas E, Naveau P, Hannart A. Inferring change points and nonlinear trends in multivariate time series: Application to West African monsoon onset timings estimation Journal of Geophysical Research Atmospheres. 116. DOI: 10.1029/2010Jd014723  0.446
2011 Ribereau P, Naveau P, Guillou A. A note of caution when interpreting parameters of the distribution of excesses Advances in Water Resources. 34: 1215-1221. DOI: 10.1016/J.Advwatres.2011.05.003  0.466
2010 Yiou P, Bard E, Dandin P, Legras B, Naveau P, Rust HW, Terray L, Vrac M. Statistical issues about solar-climate relations Climate of the Past. 6: 565-573. DOI: 10.5194/Cp-6-565-2010  0.37
2010 Kallache M, Maksimovich E, Michelangeli PA, Naveau P. Multimodel combination by a Bayesian hierarchical model: Assessment of ice accumulation over the oceanic Arctic region Journal of Climate. 23: 5421-5436. DOI: 10.1175/2010Jcli3107.1  0.446
2010 Flecher C, Naveau P, Allard D, Brisson N. A stochastic daily weather generator for skewed data Water Resources Research. 46. DOI: 10.1029/2009Wr008098  0.408
2010 Ammann CM, Naveau P. A statistical volcanic forcing scenario generator for climate simulations Journal of Geophysical Research Atmospheres. 115. DOI: 10.1029/2009Jd012550  0.393
2010 Cooley D, Davis RA, Naveau P. The pairwise beta distribution: A flexible parametric multivariate model for extremes Journal of Multivariate Analysis. 101: 2103-2117. DOI: 10.1016/J.Jmva.2010.04.007  0.409
2010 Katz RW, Naveau P. Editorial: Special issue on statistics of extremes in weather and climate Extremes. 13: 107-108. DOI: 10.1007/S10687-010-0111-9  0.477
2010 Flecher C, Allard D, Naveau P. Truncated skew-normal distributions: Moments, estimation by weighted moments and application to climatic data Metron. 68: 331-345. DOI: 10.1007/Bf03263543  0.384
2010 Toulemonde G, Guillou A, Naveau P, Vrac M, Chevallier F. Autoregressive models for maxima and their applications to CH4 and N2O Environmetrics. 21: 189-207. DOI: 10.1002/Env.992  0.434
2009 Boreux JJ, Naveau P, Guin O, Perreault L, Bernier J. Extracting a common high frequency signal from Northern Quebec black spruce tree-rings with a Bayesian hierarchical model Climate of the Past. 5: 607-613. DOI: 10.5194/Cp-5-607-2009  0.4
2009 Naveau P, Guillou A, Cooley D, Diebolt J. Modelling pairwise dependence of maxima in space Biometrika. 96: 1-17. DOI: 10.1093/Biomet/Asp001  0.405
2009 Carreau J, Naveau P, Sauquet E. A statistical rainfall-runoff mixture model with heavy-tailed components Water Resources Research. 45. DOI: 10.1029/2009Wr007880  0.444
2009 Hannart A, Dufresne JL, Naveau P. Why climate sensitivity may not be so unpredictable Geophysical Research Letters. 36. DOI: 10.1029/2009Gl039640  0.435
2009 Hannart A, Naveau P. Bayesian multiple change points and segmentation: Application to homogenization of climatic series Water Resources Research. 45. DOI: 10.1029/2008Wr007689  0.391
2009 Flecher C, Naveau P, Allard D. Estimating the closed skew-normal distribution parameters using weighted moments Statistics and Probability Letters. 79: 1977-1984. DOI: 10.1016/J.Spl.2009.06.004  0.384
2009 Guillou A, Naveau P, Diebolt J, Ribereau P. Return level bounds for discrete and continuous random variables Test. 18: 584-604. DOI: 10.1007/S11749-008-0125-7  0.465
2008 Bernacchia A, Naveau P, Vrac M, Yiou P. Detecting spatial patterns with the cumulant function -Part 2: An application to El Niño Nonlinear Processes in Geophysics. 15: 169-177. DOI: 10.5194/Npg-15-169-2008  0.355
2008 Bernacchia A, Naveau P. Detecting spatial patterns with the cumulant function - Part 1: The theory Nonlinear Processes in Geophysics. 15: 159-167. DOI: 10.5194/Npg-15-159-2008  0.41
2008 Ribereau P, Guillou A, Naveau P. Estimating return levels from maxima of non-stationary random sequences using the Generalized PWM method Nonlinear Processes in Geophysics. 15: 1033-1039. DOI: 10.5194/Npg-15-1033-2008  0.432
2008 Rabatel A, Francou B, Jomelli V, Naveau P, Grancher D. A chronology of the Little Ice Age in the tropical Andes of Bolivia (16°S) and its implications for climate reconstruction Quaternary Research. 70: 198-212. DOI: 10.1016/J.Yqres.2008.02.012  0.359
2007 Vrac M, Naveau P, Drobinski P. Modeling pairwise dependencies in precipitation intensities Nonlinear Processes in Geophysics. 14: 789-797. DOI: 10.5194/Npg-14-789-2007  0.471
2007 Vannitsem S, Naveau P. Spatial dependences among precipitation maxima over Belgium Nonlinear Processes in Geophysics. 14: 621-630. DOI: 10.5194/Npg-14-621-2007  0.46
2007 Vrac M, Marbaix P, Paillard D, Naveau P. Non-linear statistical downscaling of present and LGM precipitation and temperatures over Europe Climate of the Past. 3: 669-682. DOI: 10.5194/Cp-3-669-2007  0.471
2007 Naveau P, Jomelli V, Cooley D, Delphine G, Rabatel A. Modeling uncertainties in lichenometry studies Arctic, Antarctic, and Alpine Research. 39: 277-285. DOI: 10.1657/1523-0430(2007)39[277:Muils]2.0.Co;2  0.452
2007 Cooley D, Nychka D, Naveau P. Bayesian spatial modeling of extreme precipitation return levels Journal of the American Statistical Association. 102: 824-840. DOI: 10.1198/016214506000000780  0.454
2007 Pucéat E, Lécuyer C, Donnadieu Y, Naveau P, Cappetta H, Ramstein G, Huber BT, Kriwet J. Fish tooth δ18O revising Late Cretaceous meridional upper ocean water temperature gradients Geology. 35: 107-110. DOI: 10.1130/G23103A.1  0.353
2007 Allard D, Naveau P. A new spatial skew-normal random field model Communications in Statistics - Theory and Methods. 36: 1821-1834. DOI: 10.1080/03610920601126290  0.393
2007 Yiou P, Vautard R, Naveau P, Cassou C. Inconsistency between atmospheric dynamics and temperatures during the exceptional 2006/2007 fall/winter and recent warming in Europe Geophysical Research Letters. 34. DOI: 10.1029/2007Gl031981  0.382
2007 Vrac M, Naveau P. Stochastic downscaling of precipitation: From dry events to heavy rainfalls Water Resources Research. 43. DOI: 10.1029/2006Wr005308  0.491
2007 Juillet-Leclerc A, Thiria S, Naveau P, Delcroix T, Bec NL, Blamart D, Corrège T. Correction to “SPCZ migration and ENSO events during the 20th century as revealed by climate proxies from a Fiji coral” Geophysical Research Letters. 34. DOI: 10.1029/2006Gl028503  0.363
2007 Jomelli V, Grancher D, Naveau P, Cooley D, Brunstein D. Assessment study of lichenometric methods for dating surfaces Geomorphology. 86: 131-143. DOI: 10.1016/J.Geomorph.2006.08.010  0.419
2006 Yiou P, Ribereau P, Naveau P, Nogaj M, Brázdil R. Statistical analysis of floods in Bohemia (Czech Republic) since 1825 Hydrological Sciences Journal. 51: 930-945. DOI: 10.1623/Hysj.51.5.930  0.361
2006 Juillet-Leclerc A, Thiria S, Naveau P, Delcroix T, Le Bec N, Blamart D, Corrège T. SPCZ migration and ENSO events during the 20th century as revealed by climate proxies from a Fiji coral Geophysical Research Letters. 33. DOI: 10.1029/2006Gl025950  0.393
2006 Nogaj M, Yiou P, Parey S, Malek F, Naveau P. Amplitude and frequency of temperature extremes over the North Atlantic region Geophysical Research Letters. 33. DOI: 10.1029/2005Gl024251  0.4
2006 Borchi F, Naveau P, Keckhut P, Hauchecorne A. Detecting variability changes in Arctic total ozone column Journal of Atmospheric and Solar-Terrestrial Physics. 68: 1383-1395. DOI: 10.1016/J.Jastp.2006.05.011  0.435
2006 Cooley D, Naveau P, Jomelli V, Rabatel A, Grancher D. A Bayesian hierarchical extreme value model for lichenometry Environmetrics. 17: 555-574. DOI: 10.1002/Env.764  0.481
2005 Naveau P, Ammann CM. Statistical distributions of ice core sulfate from climatically relevant volcanic eruptions Geophysical Research Letters. 32: 1-5. DOI: 10.1029/2004Gl021732  0.428
2005 Rabatel A, Jomelli V, Naveau P, Francou B, Grancher D. Dating of Little Ice Age glacier fluctuations in the tropical Andes: Charquini glaciers, Bolivia, 16°S Comptes Rendus - Geoscience. 337: 1311-1322. DOI: 10.1016/J.Crte.2005.07.009  0.36
2005 Naveau P, Nogaj M, Ammann C, Yiou P, Cooley D, Jomelli V. Statistical methods for the analysis of climate extremes | Méthodes statistiques pour l'analyse des extrêmes climatiques Comptes Rendus - Geoscience. 337: 1013-1022. DOI: 10.1016/J.Crte.2005.04.015  0.484
2003 Ammann CM, Naveau P. Statistical analysis of tropical explosive volcanism occurrences over the last 6 centuries Geophysical Research Letters. 30: 14-1. DOI: 10.1029/2002Gl016388  0.415
2003 Oh HS, Ammann CM, Naveau P, Nychka D, Otto-Bliersner BL. Multi-resolution time series analysis applied to solar irradiance and climate reconstructions Journal of Atmospheric and Solar-Terrestrial Physics. 65: 191-201. DOI: 10.1016/S1364-6826(02)00291-2  0.442
2002 Katz RW, Parlange MB, Naveau P. Statistics of extremes in hydrology Advances in Water Resources. 25: 1287-1304. DOI: 10.1016/S0309-1708(02)00056-8  0.484
Show low-probability matches.