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Projected changes in drought across the wheat belt of southeastern Australia using a downscaled climate ensemble 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (2) : 1041-1053
作者:  Feng, Puyu;  Liu, De Li;  Wang, Bin;  Waters, Cathy;  Zhang, Mingxi;  Yu, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
climate change  drought  rSPEI  southeastern Australia  spatio-temporal variations  
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
Spatiotemporal changes in wheat phenology, yield and water use efficiency under the CMIP5 multimodel ensemble projections in eastern Australia 期刊论文
CLIMATE RESEARCH, 2017, 72 (2)
作者:  Wang, Bin;  Liu, De Li;  Asseng, Senthold;  Macadam, Ian;  Yang, Xihua;  Yu, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Global climate model  Wheat yield  Water use efficiency  Evapotranspiration  Agricultural Production System Simulator  APSIM