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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Kang, Yanghui;  Ozdogan, Mutlu;  Zhu, Xiaojin;  Ye, Zhiwei;  Hain, Christopher;  Anderson, Martha
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
An integrated index of recent pan-Arctic climate change 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (3)
作者:  Overland, James E.;  Wang, Muyin;  Box, Jason E.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
arctic change  environmental indicators  cryosphere  global warming  
Wheat yield loss attributable to heat waves, drought and water excess at the global, national and subnational scales 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (6)
作者:  Zampieri, M.;  Ceglar, A.;  Dentener, F.;  Toreti, A.
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
wheat yield  heat waves  drought  water excess  Combined Stress Index (CSI)  Heat Magnitude Day (HMD) index Supplementary material for this article is available online