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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：31/0  |  提交时间：2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
Yield response to climate, management, and genotype: a large-scale observational analysis to identify climate-adaptive crop management practices in high-input maize systems 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (11)
作者:  Carter, Elizabeth K.;  Riha, Susan J.;  Melkonian, Jeff;  Steinschneider, Scott
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
acclimation  climate variability  collinearity  crop management  rainfed  maize  observational data  
The important but weakening maize yield benefit of grain filling prolongation in the US Midwest 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (10) : 4718-4730
作者:  Zhu, Peng;  Jin, Zhenong;  Zhuang, Qianlai;  Ciais, Philippe;  Bernacchi, Carl;  Wang, Xuhui;  Makowski, David;  Lobell, David
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
crop growth stages  crop model  food security  global warming  Maize grain filling prolongation  satellite data  US Midwest  yield benefit  
Connecting ENSO-related climatic variations with a long-term crop supply data to enhance agro-meteorological capability of Tongan stakeholders 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38: E18-E27
作者:  Lee, Eun-Jeong;  Kim, Moosup;  Kim, Kwang-Hyung
收藏  |  浏览/下载：17/0  |  提交时间：2019/04/09
ENSO variability  crop data  statistical analysis  tercile-category probability estimation  
Perception of and response to climate change by maize-dependent smallholders 期刊论文
CLIMATE RESEARCH, 2018, 75 (3) : 261-275
作者:  Bedeke, Sisay B.;  Vanhove, Wouter;  Wordofa, Muluken G.;  Natarajan, Kolandavel;  Van Damme, Patrick
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
Adaptation strategies  Observed climate data  Crop yield  Resilience  Seasonal rainfall  Africa