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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  
Quantifying sources of uncertainty in projected wheat yield changes under climate change in eastern Australia 期刊论文
CLIMATIC CHANGE, 2018, 151 (2) : 259-273
作者:  Wang, Bin;  Liu, De Li;  Waters, Cathy;  Yu, Qiang
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Impacts of rainfall extremes on wheat yield in semi-arid cropping systems in eastern Australia 期刊论文
CLIMATIC CHANGE, 2018, 147: 555-569
作者:  Feng, Puyu;  Wang, Bin;  Liu, De Li;  Xing, Hongtao;  Ji, Fei;  Macadam, Ian;  Ruan, Hongyan;  Yu, Qiang
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
Varied degrees of urbanization effects on observed surface air temperature trends in China 期刊论文
CLIMATE RESEARCH, 2018, 76 (2) : 131-143
作者:  Jin, Kai;  Wang, Fei;  Yu, Qiang;  Gou, Jiaojiao;  Liu, Huanhuan
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Surface air temperature  Climate change  Urbanization effect  Station classification  China