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An intercomparison of multiple statistical downscaling methods for daily precipitation and temperature over China: present climate evaluations 期刊论文
CLIMATE DYNAMICS, 2019, 53: 4629-4649
作者:  Yang, Yi;  Tang, Jianping;  Xiong, Zhe;  Wang, Shuyu;  Yuan, Jian
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
Statistical downscaling  Intercomparison  China  Extreme  
A new two-stage multivariate quantile mapping method for bias correcting climate model outputs 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3603-3623
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang;  Shen, Mingxi;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model  
Regionalization and parameterization of a hydrologic model significantly affect the cascade of uncertainty in climate-impact projections 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2861-2886
作者:  Vaghefi, Saeid Ashraf;  Iravani, Majid;  Sauchyn, David;  Andreichuk, Yuliya;  Goss, Greg;  Faramarzi, Monireh
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Uncertainty analysis  Uncertainty decomposition  Climate change  Natural climate variability  SWAT  ANOVA-SUFI-2  
Effect of empirical correction of sea-surface temperature biases on the CRCM5-simulated climate and projected climate changes over North America 期刊论文
CLIMATE DYNAMICS, 2019, 53: 453-476
作者:  Hernandez-Diaz, Leticia;  Nikiema, Oumarou;  Laprise, Rene;  Winger, Katja;  Dandoy, Samuel
收藏  |  浏览/下载:14/0  |  提交时间:2019/11/27
Regional climate modelling  Dynamical downscaling  SST bias correction  North America  CORDEX  CRCM5  
Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning 期刊论文
CLIMATE DYNAMICS, 2019, 53: 601-615
作者:  Xu, Lei;  Chen, Nengcheng;  Zhang, Xiang;  Chen, Zeqiang;  Hu, Chuli;  Wang, Chao
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
NMME  Precipitation forecast  Bias correction  Wavelet  Machine learning  
An intercomparison of multiple statistical downscaling methods for daily precipitation and temperature over China: future climate projections 期刊论文
CLIMATE DYNAMICS, 2019, 52 (11) : 6749-6771
作者:  Yang, Yi;  Tang, Jianping;  Xiong, Zhe;  Wang, Shuyu;  Yuan, Jian
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/26
Statistical downscaling  Climate change  Intercomparison  China  Extreme  
Impact of global atmospheric reanalyses on statistical precipitation downscaling 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5189-5211
作者:  Horton, Pascal;  Bronnimann, Stefan
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
Reanalyses  Precipitation  Statistical downscaling  Analogue method  
Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5775-5799
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
Multi-site multivariate downscaling  Global climate models  Quantile mapping  Stochastic weather generator  Empirical Copula  
Mid-Western US heavy summer-precipitation in regional and global climate models: the impact on model skill and consensus through an analogue lens 期刊论文
CLIMATE DYNAMICS, 2019, 52: 1569-1582
作者:  Gao, Xiang;  Schlosser, C. Adam
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Extreme precipitation  Climate change  Regional climate model  General circulation model  Model evaluation  
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