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Machine learning based estimation of land productivity in the contiguous US using biophysical predictors 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Yang, Pan;  Zhao, Qiankun;  Cai, Ximing
收藏  |  浏览/下载：12/0  |  提交时间：2020/08/18
land productivity  marginal land  land use  machine learning  
First process-based simulations of climate change impacts on global tea production indicate large effects in the World's major producer countries 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Beringer, Tim;  Kulak, Michal;  Mueller, Christoph;  Schaphoff, Sibyll;  Jans, Yvonne
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
climate change  tea  agriculture  crop model  climate change impacts  
Stochastically modeling the projected impacts of climate change on rainfed and irrigated US crop yields 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Zhu, Xiao;  Troy, Tara J.;  Devineni, Naresh
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
climate and irrigation impacts  statistical modeling  crop yield modeling  
Where should we apply biochar? 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Dokoohaki, Hamze;  Miguez, Fernando E.;  Laird, David;  Dumortier, Jerome
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
large spatial scale modeling  biochar  carbon sequestration  
Vulnerability of sorghum production to extreme, sub-seasonal weather under climate change 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Eggen, M.;  Ozdogan, M.;  Zaitchik, B.;  Ademe, D.;  Foltz, J.;  Simane, B.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
climate change impacts  agriculture  extreme precipitation  crop modeling  adaptive capacity  
Strategies for near-term scale-up of cellulosic biofuel production using sorghum and crop residues in the US 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (12)
作者:  Cui, Xinguang;  Kavvada, Olga;  Huntington, Tyler;  Scown, Corinne D.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
bioenergy  biomass  sorghum  geospatial  
Climate effects of stringent air pollution controls mitigate future maize losses in China 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (12)
作者:  Zhang, Tianyi;  Yue, Xu;  Li, Tao;  Unger, Nadine;  Yang, Xiaoguang
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
aerosol pollution  aerosol control policies  aerosol control technologies  NASA ModelE2-YIBs  APSIM  maize  
Machine learning methods for crop yield prediction and climate change impact assessment in agriculture 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (11)
作者:  Crane-Droesch, Andrew
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
agriculture  machine learning  climate change impacts  
Quantifying the indirect impacts of climate on agriculture: an inter-method comparison 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (11)
作者:  Calvin, Kate;  Fisher-Vanden, Karen
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
integrated assessment modeling  climate change  agriculture impacts  
Economic impacts of climate change on agriculture: a comparison of process-based and statistical yield models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (6)
作者:  Moore, Frances C.;  Baldos, Uris Lantz C.;  Hertel, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
climate change  climate change impacts  agricultural impacts  adaptation  CO2 fertilization