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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：8/0  |  提交时间：2019/04/09
Joint structural and physiological control on the interannual variation in productivity in a temperate grassland: A data-model comparison 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (7) : 2965-2979
作者:  Hu, Zhongmin;  Shi, Hao;  Cheng, Kaili;  Wang, Ying-Ping;  Piao, Shilong;  Li, Yue;  Zhang, Li;  Xia, Jianyang;  Zhou, Lei;  Yuan, Wenping;  Running, Steve;  Li, Longhui;  Hao, Yanbin;  He, Nianpeng;  Yu, Qiang;  Yu, Guirui
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
data-model comparison  ecosystem models  grassland  gross primary productivity  interannual variability  
Evaluating Global Land Surface Models in CMIP5: Analysis of Ecosystem Water- and Light-Use Efficiencies and Rainfall Partitioning 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (8) : 2995-3008
作者:  Li, Longhui;  Wang, Yingping;  Arora, Vivek K.;  Eamus, Derek;  Shi, Hao;  Li, Jing;  Cheng, Lei;  Cleverly, James;  Hajima, T.;  Ji, Duoying;  Jones, C.;  Kawamiya, M.;  Li, Weiping;  Tjiputra, J.;  Wiltshire, A.;  Zhang, Lu;  Yu, Qiang
收藏  |  浏览/下载：20/0  |  提交时间：2019/04/09
Ecological models  Hydrologic models  Land surface model  Model comparison  Model evaluation  performance  
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