Validation of precipitation events in a regional climate model simulation using methods from complex systems theory

被引:4
|
作者
Pelino, V
Matera, A
Colombo, T
Giorgi, F
机构
[1] Abdus Salam Int Ctr Theoret Phys, Trieste, Italy
[2] CNMCA, Italian AF, P Di Mare, Italy
[3] Abdus Salam Int Ctr Theoret Phys, Trieste, Italy
关键词
D O I
10.1007/s00704-005-0169-5
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
We show that daily precipitation is characterized by a behaviour regulated by power laws. Both for the frequency distribution of both event intensity and drought duration. In this respect, precipitation appears to follow self-organized criticality laws, much as other geophysical phenomena such as avalanches and earthquakes. We use this feature to validate the simulation of daily precipitation events in a inulti-decadal regional climate model experiment for the European region. Our focus is on the Italian peninsula and we show that both the model results and the station observations for daily precipitation intensity and drought length follow power laws with comparable values Of the relevant parameters. We Suggest that complex systems theory can provide useful tools for the validation of precipitation statistics in climate models.
引用
收藏
页码:213 / 218
页数:6
相关论文
共 50 条
  • [21] Sensitivity of the Himalayan orography representation in simulation of winter precipitation using Regional Climate Model (RegCM) nested in a GCM
    Tiwari, P. R. e
    Kar, S. C.
    Mohanty, U. C.
    Dey, S.
    Sinha, P.
    Shekhar, M. S.
    CLIMATE DYNAMICS, 2017, 49 (11-12) : 4157 - 4170
  • [22] Multi-year simulation of the East Asian Monsoon and Precipitation in China using a Regional Climate Model and Evaluation
    李巧平
    丁一汇
    Acta Meteorologica Sinica, 2005, (03) : 42 - 56
  • [23] Sensitivity of the Himalayan orography representation in simulation of winter precipitation using Regional Climate Model (RegCM) nested in a GCM
    P. R. Tiwari
    S. C. Kar
    U. C. Mohanty
    S. Dey
    P. Sinha
    M. S. Shekhar
    Climate Dynamics, 2017, 49 : 4157 - 4170
  • [24] Calibration and validation of a regional climate model for pan-Arctic hydrologic simulation
    Wei, HL
    Gutowski, WJ
    Vorosmarty, CJ
    Fekete, BM
    JOURNAL OF CLIMATE, 2002, 15 (22) : 3222 - 3236
  • [25] Assessment of regional variation in climate on the management of dairy cow systems in Ireland using a simulation model
    Fitzgerald, JB
    Brereton, AJ
    Holden, NM
    GRASS AND FORAGE SCIENCE, 2005, 60 (03) : 283 - 296
  • [26] Regional quantile delta mapping method using regional frequency analysis for regional climate model precipitation
    Kim, Sunghun
    Joo, Kyungwon
    Kim, Hanbeen
    Shin, Ju-Young
    Heo, Jun-Haeng
    JOURNAL OF HYDROLOGY, 2021, 596 (596)
  • [27] Spatial Hierarchical Modeling of Precipitation Extremes From a Regional Climate Model
    Daniel Cooley
    Stephan R. Sain
    Journal of Agricultural, Biological, and Environmental Statistics, 2010, 15 : 381 - 402
  • [28] Spatial Hierarchical Modeling of Precipitation Extremes From a Regional Climate Model
    Cooley, Daniel
    Sain, Stephan R.
    JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2010, 15 (03) : 381 - 402
  • [29] Impact of bias correction of regional climate model boundary conditions on the simulation of precipitation extremes
    Kim, Youngil
    Rocheta, Eytan
    Evans, Jason P.
    Sharma, Ashish
    CLIMATE DYNAMICS, 2020, 55 (11-12) : 3507 - 3526
  • [30] Importance of Regional Climate Model Grid Spacing for the Simulation of Heavy Precipitation in the Colorado Headwaters
    Prein, Andreas F.
    Holland, Gregory J.
    Rasmussen, Roy M.
    Done, James
    Ikeda, Kyoko
    Clark, Martyn P.
    Liu, Changhai H.
    JOURNAL OF CLIMATE, 2013, 26 (13) : 4848 - 4857