Performance of ENSEMBLES regional climate models over Central Europe using various metrics

被引:0
作者
Eva Holtanová
Jiří Mikšovský
Jaroslava Kalvová
Petr Pišoft
Martin Motl
机构
[1] Charles University in Prague,Department of Meteorology and Environment Protection, Faculty of Mathematics and Physics
来源
Theoretical and Applied Climatology | 2012年 / 108卷
关键词
Root Mean Square Error; Mean Square Error; Regional Climate Model; Global Climate Model; Skill Score;
D O I
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中图分类号
学科分类号
摘要
We show the evaluation of ENSEMBLES regional climate models (RCMs) driven by reanalysis ERA40 over a region centered at the Czech Republic. Attention is paid especially to the model ALADIN-CLIMATE/CZ, being used as the basis of the new climate change scenarios simulation for the Czech Republic. The validation criteria used here are based on monthly or seasonal mean air temperature and precipitation. We concentrate not only on spatiotemporal mean values but also on temporal standard deviation, inter-annual variability, the mean annual cycle, and the skill of the models to represent the observed spatial patterns of these quantities. Model ALADIN-CLIMATE/CZ performs quite well in comparison to the other RCMs; we find its performance satisfactory for further use for impact studies. However, it is also shown that the results of evaluation of the RCMs’ skill in simulating observed climate strongly depend on the criteria incorporated for the evaluation.
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页码:463 / 470
页数:7
相关论文
共 112 条
  • [1] Christensen JH(2007)Evaluating the performance and utility of regional climate models: the PRUDENCE project Clim Chang 81 1-6
  • [2] Carter TR(2010)Weight assignment in regional climate models Clim Res 44 179-194
  • [3] Rummukainen M(2008)Evaluation of uncertainties in the CRCM-simulated North American climate Clim Dyn 30 113-132
  • [4] Christensen JH(2007)An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections Clim Chang 81 31-52
  • [5] Kjellström E(2008)Performance metrics for climate models J Geoph Res 113 D06104-233
  • [6] Giorgi F(2005)The rationale behind the success of multi-model ensembles in seasonal forecasting Part I: basic concept Tellus A 57 219-528
  • [7] Lenderink G(2010)Analysis of uncertainties in regional climate model outputs over the Czech Republic Stud Geophys Geod 54 513-52
  • [8] Rummukainen M(2007)An inter-comparison of regional climate models for Europe: model performance in present-day climate Clim Chang 81 31-367
  • [9] de Elía R(2008)Analysis of ERA40-driven CLM simulations for Europe Meteorol Z 17 349-106
  • [10] Caya D(2009)Výběr globálních klimatických modelů pro posouzení neurčitostí odhadů budoucích změn klimatu v oblasti ČR Meteorol Bull 62 97-66