Statistico-dynamical downscaling for Mediterranean heavy precipitation

被引:20
|
作者
Beaulant, A-L. [1 ]
Joly, B. [1 ]
Nuissier, O. [1 ]
Somot, S. [1 ]
Ducrocq, V. [1 ]
Joly, A. [1 ]
Sevault, F. [1 ]
Deque, M. [1 ]
Ricard, D. [1 ]
机构
[1] Meteo France, CNRS, GAME, CNRM,GMME, F-31057 Toulouse, France
关键词
climate; disaggregation method; high-precipitating events; LARGE-SCALE CIRCULATION; CLIMATE-CHANGE SCENARIO; SOUTHERN FRANCE; MESOSCALE; EVENTS; SCHEME; SIMULATION; MODEL;
D O I
10.1002/qj.796
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Mediterranean regions are regularly affected by high-precipitating events (HPEs) that often lead to devastating flash floods. The evolution of the occurrence and severity of such extreme events in the frame of climate change remains an open question. To address this issue, we have designed a statistico-dynamical downscaling method to apply to climate-model outputs. This statistico-dynamical downscaling is based on a two-step method: first, representative situations are selected among an ensemble of propitious synoptic environments to HPEs for the present (1961-2000) and future (2070-2099) climates and second, for these situations simulations are carried out with a fine-scale non-hydrostatic model. Large-scale circulation patterns (LSCs) propitious to high-impact weather events have been identified by a statistical method. This has been applied to the coupled atmosphere-ocean regional climate model ARPEGE Climate/OPAMED simulation considering an enhanced greenhouse climate following the IPCC-SRES-A2 scenario. Then dynamical downscaling is performed by simulating the 21 selected cases with the French MESO-NH numerical model at 2.5 km horizontal resolution. Initial and boundary conditions are provided by the climate-model scenarios. The high-resolution simulations for the 21 cases give accumulated rainfall exceeding 100 mm, often 300 mm and even 500 mm. Results highlight that the statistico-downscaling method is able to select LSCs leading to HPEs and to reproduce precipitating systems typical of Mediterranean events. This study also shows that it is possible to infer some conclusions about the evolution of the geographical location, occurrence and intensity of these intense events. The number of days with LSCs propitious to heavy precipitation significantly increases in the future climate. In particular, the simulated rainfall for the selected 21 cases shows an increase in the spatial variability of such events in the future climate associated with a slight increase of rainfall maxima. Copyright (C) 2011 Royal Meteorological Society
引用
收藏
页码:736 / 748
页数:13
相关论文
共 50 条
  • [41] Online dynamical downscaling of temperature and precipitation within the iLOVECLIM model (version 1.1)
    Quiquet, Aurelien
    Roche, Didier M.
    Dumas, Christophe
    Paillard, Didier
    GEOSCIENTIFIC MODEL DEVELOPMENT, 2018, 11 (01) : 453 - 466
  • [42] Multi-site downscaling of heavy daily precipitation occurrence and amounts
    Harpham, C
    Wilby, RL
    JOURNAL OF HYDROLOGY, 2005, 312 (1-4) : 235 - 255
  • [43] Dynamical downscaling improves upon gridded precipitation products in the Sierra Nevada, California
    Hughes, Mimi
    Lundquist, Jessica D.
    Henn, Brian
    CLIMATE DYNAMICS, 2020, 55 (1-2) : 111 - 129
  • [44] WRF High Resolution Dynamical Downscaling of Precipitation for the Central Andes of Chile and Argentina
    Schumacher, Vanucia
    Fernandez, Alfonso
    Justino, Flavio
    Comin, Alcimoni
    FRONTIERS IN EARTH SCIENCE, 2020, 8
  • [45] Temperature and precipitation scenarios for Norway: comparison of results from dynamical and empirical downscaling
    Hanssen-Bauer, I
    Forland, EJ
    Haugen, JE
    Tveito, OE
    CLIMATE RESEARCH, 2003, 25 (01) : 15 - 27
  • [46] Statistical and dynamical downscaling of precipitation over Spain from DEMETER seasonal forecasts
    Díez, E
    Primo, C
    García-Moya, JA
    Gutiérrez, JM
    Orfila, B
    TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, 2005, 57 (03): : 409 - 423
  • [47] Statistical-dynamical downscaling of precipitation for Vietnam: methodology and evaluation for the recent climate
    Schubert, David
    van der Linden, Roderick
    Reyers, Mark
    Fink, Andreas H.
    Massmeyer, Klaus
    Pinto, Joaquim G.
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (11) : 4211 - 4228
  • [48] Seasonal to yearly assessment of temperature and precipitation trends in the North Western Mediterranean Basin by dynamical downscaling of climate scenarios at high resolution (1971–2050)
    M. Gonçalves
    A. Barrera-Escoda
    D. Guerreiro
    J. M. Baldasano
    J. Cunillera
    Climatic Change, 2014, 122 : 243 - 256
  • [49] Relevance of ERA40 dynamical downscaling for modeling deep convection in the Mediterranean Sea
    Herrmann, Marine J.
    Somot, Samuel
    GEOPHYSICAL RESEARCH LETTERS, 2008, 35 (04)
  • [50] Ensemble Projection of Extreme Precipitation Over China Based on Three Dynamical Downscaling Simulations
    Dong, Guangtao
    Xie, Ye
    Wang, Ya
    Fan, Dongli
    Tian, Zhan
    FRONTIERS IN EARTH SCIENCE, 2021, 9