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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  
Seasonal precipitation prediction via data-adaptive principal component regression 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37
作者:  Kim, Joonpyo;  Oh, Hee-Seok;  Lim, Yaeji;  Kang, Hyun-Suk
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
data-adaptive principal component analysis  high-dimensional data  precipitation  prediction  principal component analysis  regularized regression  skewed data  
Improvements in precipitation simulation over South America for past and future climates via multi-model combination 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Coutinho, Mayt Duarte Leal;  Lima, Kellen Carla;  Santos e Silva, Claudio Moises
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Regional models  Principal component regression  Convex combination  Ensemble average  Outliers  
Spatio-temporal characteristics and possible mechanisms of rainy season precipitation in Poyang Lake Basin, China 期刊论文
CLIMATE RESEARCH, 2017, 72 (2)
作者:  Zhang, Yuqing;  You, Qinglong;  Ye, Lei;  Chen, Changchun
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Rainy season precipitation  Poyang Lake Basin  Principal component analysis  PCA  Regression analysis  Water vapor flux