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Advantage of NEX-GDDP over CMIP5 and CORDEX Data: Indian Summer Monsoon 期刊论文
ATMOSPHERIC RESEARCH, 2019, 228: 152-160
作者:  Jain, Shipra;  Salunke, Popat;  Mishra, Saroj K.;  Sahany, Sandeep;  Choudhary, Naveen
收藏  |  浏览/下载:33/0  |  提交时间:2019/11/27
Regional climate modeling  Indian summer monsoon  Statistical downscaling  General circulation models  Multi-model mean  
A MCDM-based framework for selection of general circulation models and projection of spatio-temporal rainfall changes: A case study of Nigeria 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 1-16
作者:  Shiru, Mohammed Sanusi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Alias, Noraliani;  Scherer, Laura
收藏  |  浏览/下载:23/0  |  提交时间:2019/11/27
Feature selection method  General circulation model  Information entropy  Statistical downscaling  Random forest  
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:11/0  |  提交时间:2019/11/27
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model  
Predictive ability of climate change with the automated statistical downscaling method in a freeze-thaw agricultural area 期刊论文
CLIMATE DYNAMICS, 2019, 52 (11) : 7013-7028
作者:  Ouyang, Wei;  Hao, Fanghua;  Shi, Yandan;  Gao, Xiang;  Gu, Xiang;  Lian, Zhongmin
收藏  |  浏览/下载:18/0  |  提交时间:2019/11/26
Global warming  Automated statistical downscaling method (ASD model)  Non-point source pollution  Prediction ability  Freeze-thaw agricultural area  
A hierarchical analysis of the impact of methodological decisions on statistical downscaling of daily precipitation and air temperatures 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 2880-2900
作者:  Pryor, Sara C.;  Schoof, Justin T.
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/26
air temperature  CLIMDEX  daily  ERA-interim  Livneh  model  precipitation  predictors  skill  statistical downscaling  United States of America  
Evaluating the long-term changes in temperature over the low-latitude plateau in China using a statistical downscaling method 期刊论文
CLIMATE DYNAMICS, 2019, 52: 4269-4292
作者:  Wu, Jian;  Zhang, Pengwei;  Zha, Jinlin;  Zhao, Deming;  Lu, Wenxi
收藏  |  浏览/下载:15/0  |  提交时间:2019/11/26
Low-latitude plateau  Temperature  Statistical downscaling model  CMIP5  
Evaluation and improvement of tail behaviour in the cumulative distribution function transform downscaling method 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (4) : 2449-2460
作者:  Lanzante, John R.;  Nath, Mary Jo;  Whitlock, Carolyn E.;  Dixon, Keith W.;  Adams-Smith, Dennis
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/26
bias correction  distributions  Perfect Model evaluation  statistical downscaling  tail values  
Downscaling and projection of summer rainfall in Eastern China using a nonhomogeneous hidden Markov model 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (3) : 1319-1330
作者:  Guo, Lianyi;  Jiang, Zhihong;  Ding, Mei;  Chen, Weilin;  Li, Laurent
收藏  |  浏览/下载:23/0  |  提交时间:2019/04/09
daily precipitation  future projection  global warming of 1  5 and 2 degrees C  nonhomogeneous hidden Markov model  statistical downscaling  
The Dependence of Hydroclimate Projections in Snow-Dominated Regions of the Western United States on the Choice of Statistically Downscaled Climate Data 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2279-2300
作者:  Alder, Jay R.;  Hostetler, Steven W.
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/26
hydroclimate  statistical downscaling  bias correction  model projections  
Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 149-162
作者:  Pour, Sahar Hadi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Wang, Xiao-Jun
收藏  |  浏览/下载:19/0  |  提交时间:2019/04/09
Statistical downscaling  Model output statistics  Climate change projection  Representative concentration pathways  Support vector machine