Co-Occurrence of Extreme Daily Rainfall in the French Mediterranean Region

被引:23
作者
Blanchet, Juliette [1 ]
Creutin, Jean-Dominique [1 ]
机构
[1] Univ Grenoble Alpes, CNRS, IRD, Grenoble INP,IGE, Grenoble, France
关键词
rainfall; co-occurrence; spatial extremes; Mediterranean region; MAX-STABLE PROCESSES; CATASTROPHIC PRECIPITATING EVENTS; FLASH-FLOOD EVENT; SPATIAL EXTREMES; SOUTHERN FRANCE; SEPTEMBER; 2002; OROGRAPHIC RAINBANDS; MODEL; DEPENDENCE; FRAMEWORK;
D O I
10.1002/2017WR020717
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We propose in this article a statistical framework to study local disparities in the co-occurrence of extreme rainfall in the French Mediterranean region. We employ a region-of-influence approach by studying the likelihood of the 3% largest daily rainfall to occur simultaneously at less than 50 km distance, when moving across the region. Our model uses an anisotropic max-stable process allowing us to properly represent the co-occurrence of daily extremes and including the possibility of a preferred direction of co-occurrence. We use this framework on a dense network composed of almost 900 daily stations spread over a 100,000 km(2) region of southern France under a Mediterranean influence, with data back to 1948. This density allows us to study the spatial patterns in the co-occurrence of extreme rainfall at fine scale and by so to characterize the main precipitation systems leading to extremes in the region. We show in particular that concomitant extremes are the most likely along the crest line of the Massif Central, which is also the area where the magnitude of extremes is among the largest. This may be of concern for flood risk management.
引用
收藏
页码:9330 / 9349
页数:20
相关论文
共 70 条
[1]   Considerations for the use of radar-derived precipitation estimates in determining return intervals for extreme areal precipitation amounts [J].
Allen, RJ ;
DeGaetano, AT .
JOURNAL OF HYDROLOGY, 2005, 315 (1-4) :203-219
[2]   The 8 and 9 September 2002 flash flood event in France: a model intercomparison [J].
Anquetin, S ;
Yates, E ;
Ducrocq, V ;
Samouillan, S ;
Chancibault, K ;
Davolio, S ;
Accadia, C ;
Casaioli, M ;
Mariani, S ;
Ficca, G ;
Gozzini, B ;
Pasi, F ;
Pasqui, M ;
Garcia, A ;
Martorell, M ;
Romero, R ;
Chessa, P .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2005, 5 (05) :741-754
[3]   Numerical simulation of orographic rainbands [J].
Anquetin, S ;
Minsicloux, F ;
Creutin, JD ;
Cosma, S .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D8)
[4]   EXTREMES ON RIVER NETWORKS [J].
Asadi, Peiman ;
Davison, Anthony C. ;
Engelke, Sebastian .
ANNALS OF APPLIED STATISTICS, 2015, 9 (04) :2023-2050
[5]   On the derivation of the areal reduction factor of storms [J].
Bacchi, B ;
Ranzi, R .
ATMOSPHERIC RESEARCH, 1996, 42 (1-4) :123-135
[6]   Estimation of spatial max-stable models using threshold exceedances [J].
Bacro, Jean-Noel ;
Gaetan, Carlo .
STATISTICS AND COMPUTING, 2014, 24 (04) :651-662
[7]   Clustering of Maxima: Spatial Dependencies among Heavy Rainfall in France [J].
Bernard, Elsa ;
Naveau, Philippe ;
Vrac, Mathieu ;
Mestre, Olivier .
JOURNAL OF CLIMATE, 2013, 26 (20) :7929-7937
[8]   A regional GEV scale-invariant framework for Intensity-Duration-Frequency analysis [J].
Blanchet, J. ;
Ceresetti, D. ;
Molinie, G. ;
Creutin, J. -D. .
JOURNAL OF HYDROLOGY, 2016, 540 :82-95
[9]   Spatial analysis of trend in extreme daily rainfall in southern France [J].
Blanchet, Juliette ;
Molinie, Gilles ;
Touati, Julien .
CLIMATE DYNAMICS, 2018, 51 (03) :799-812
[10]   SPATIAL MODELING OF EXTREME SNOW DEPTH [J].
Blanchet, Juliette ;
Davison, Anthony C. .
ANNALS OF APPLIED STATISTICS, 2011, 5 (03) :1699-1725