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An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3750-3785
作者:  Gutierrez, J. M.;  Maraun, D.;  Widmann, M.;  Huth, R.;  Hertig, E.;  Benestad, R.;  Roessler, O.;  Wibig, J.;  Wilcke, R.;  Kotlarski, S.;  San Martin, D.;  Herrera, S.;  Bedia, J.;  Casanueva, A.;  Manzanas, R.;  Iturbide, M.;  Vrac, M.;  Dubrovsky, M.;  Ribalaygua, J.;  Portoles, J.;  Raty, O.;  Raisanen, J.;  Hingray, B.;  Raynaud, D.;  Casado, M. J.;  Ramos, P.;  Zerenner, T.;  Turco, M.;  Bosshard, T.;  Stepanek, P.;  Bartholy, J.;  Pongracz, R.;  Keller, D. E.;  Fischer, A. M.;  Cardoso, R. M.;  Soares, P. M. M.;  Czernecki, B.;  Page, C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
bias adjustment  CORDEX  downscaling  model output statistics  perfect prognosis  reproducibility  validation  weather generators  
Validation of spatial variability in downscaling results from the VALUE perfect predictor experiment 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3819-3845
作者:  Widmann, Martin;  Bedia, Joaquin;  Gutierrez, Jose M.;  Bosshard, Thomas;  Hertig, Elke;  Maraun, Douglas;  Casado, Maria J.;  Ramos, Petra;  Cardoso, Rita M.;  Soares, Pedro M. M.;  Ribalaygua, Jamie;  Page, Christian;  Fischer, Andreas M.;  Herrera, Sixto;  Huth, Radan
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
bias adjustment  downscaling  model output statistics  perfect prognosis  regional climate  spatial variability  validation  
Process-based evaluation of the VALUE perfect predictor experiment of statistical downscaling methods 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3868-3893
作者:  Soares, P. M. M.;  Maraun, D.;  Brands, S.;  Jury, M. W.;  Gutierrez, J. M.;  San-Martin, D.;  Hertig, E.;  Huth, R.;  Vozila, A. Belusic;  Cardoso, Rita M.;  Kotlarski, S.;  Drobinski, P.;  Obermann-Hellhund, A.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
bias adjustment  climate change  downscaling  model output statistics  perfect prognosis  regime-oriented  
How well are the downscaled CMIP5 models able to reproduce the monsoon precipitation over seven homogeneous zones of India? 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3323-3333
作者:  Das, Lalu;  Akhter, Javed
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
CMIP5 models  perfect prognosis  performance metrics  principal component regression  quantile mapping  statistical downscaling  
Evaluation of the empirical-statistical downscaling method EPISODES 期刊论文
CLIMATE DYNAMICS, 2019, 52: 991-1026
作者:  Kreienkamp, Frank;  Paxian, Andreas;  Frueh, Barbara;  Lorenz, Philip;  Matulla, Christoph
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Empirical statistical downscaling  Perfect prognosis  Regional climate modelling  Ensembles  CORDEX  
Can bias correction and statistical downscaling methods improve the skill of seasonal precipitation forecasts? 期刊论文
CLIMATE DYNAMICS, 2018, 50: 1161-1176
作者:  Manzanas, R.;  Lucero, A.;  Weisheimer, A.;  Gutierrez, J. M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Statistical downscaling  Perfect prognosis  Bias correction  Seasonal forecasting  Precipitation  Skill  Correlation  Reliability categories