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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  
Comparison of three ice cloud optical schemes in climate simulations with community atmospheric model version 5 期刊论文
ATMOSPHERIC RESEARCH, 2018, 204: 37-53
作者:  Zhao, Wenjie;  Peng, Yiran;  Wang, Bin;  Yi, Bingqi;  Lin, Yanluan;  Li, Jiangnan
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Different Global Precipitation Responses to Solar, Volcanic, and Greenhouse Gas Forcings 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (8) : 4060-4072
作者:  Liu, Fei;  Zhao, Tianlang;  Wang, Bin;  Liu, Jian;  Luo, Wubian
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
Arctic amplification  ITCZ amplification  solar forcing  volcanic forcing  GHG forcing  geoengineering  
Dynamics-Oriented Diagnostics for the Madden-Julian Oscillation 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (8) : 3117-3135
作者:  Wang, Bin;  Lee, Sun-Seon;  Waliser, Duane E.;  Zhang, Chidong;  Sobel, Adam;  Maloney, Eric;  Li, Tim;  Jiang, Xianan;  Ha, Kyung-Ja
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Dynamics  Madden-Julian oscillation  Diagnostics  Model evaluation  performance  Intraseasonal variability  
Toward Predicting Changes in the Land Monsoon Rainfall a Decade in Advance 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (7) : 2699-2714
作者:  Wang, Bin;  Li, Juan;  Cane, Mark A.;  Liu, Jian;  Webster, Peter J.;  Xiang, Baoqiang;  Kim, Hye-Mi;  Cao, Jian;  Ha, Kyung-Ja
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09