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Changes in future rainfall extremes over Northeast Bangladesh: A Bayesian model averaging approach 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Abul Basher, Md;  Islam, A. K. M. Saiful;  Stiller-Reeve, Mathew A.;  Chu, Pao-Shin
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/17
Bayesian model averaging  climate change  multi-model ensemble mean  rainfall extremes  regional climate models  representative concentration pathways  
Spatiotemporal characteristics of future changes in precipitation and temperature in Central Asia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (3) : 1571-1588
作者:  Luo, Min;  Liu, Tie;  Meng, Fanhao;  Duan, Yongchao;  Bao, Anming;  Frankl, Amaury;  De Maeyer, Philippe
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
Central Asia  climate change  downscaling  general circulation model  
Influence of the Pacific and Indian Ocean climate drivers on the rainfall in Vietnam 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (15) : 5717-5732
作者:  Duc, Hiep N.;  Bang, Ho Q.;  Quang, Ngo X.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Asian monsoon  Bayesian model averaging  climate drivers  ENSO  IOD  IPO  rainfall  Vietnam  
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4891-4902
作者:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Criteria to evaluate the validity of multi-model ensemble methods 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (8) : 3432-3438
作者:  Zhang, Xianliang;  Yan, Xiaodong
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Bayesian model averaging  boundary preservation criterion  multi-model ensemble  multiple linear regression  order preservation criterion