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Predicting spatial and temporal variability in crop yields: an inter-comparison of machine learning, regression and process-based models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (4)
作者:  Leng, Guoyong;  Hall, Jim W.
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
climate change  crop yield  machine learning  statistical model  crop model  
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  
Robust climate change research: a review on multi-model analysis 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (3)
作者:  Duan, Hongbo;  Zhang, Gupeng;  Wang, Shouyang;  Fan, Ying
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
multi-model study  robust climate policy  integrated assessment model  climate models  survey  
The 'pause' in global warming in historical context: (II). Comparing models to observations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (12)
作者:  Lewandowsky, Stephan;  Cowtan, Kevin;  Risbey, James S.;  Mann, Michael E.;  Steinman, Byron A.;  Oreskes, Naomi;  Rahmstorf, Stefan
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
climate models  climate projections  '  pause'  in global warming  
Neglecting model structural uncertainty underestimates upper tails of flood hazard 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (7)
作者:  Wong, Tony E.;  Klufas, Alexandra;  Srikrishnan, Vivek;  Keller, Klaus
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
coastal flooding  natural hazards  Bayesian statistics  uncertainty  extremes  
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  
Comparing and combining process-based crop models and statistical models with some implications for climate change 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (9)
作者:  Roberts, Michael J.;  Braun, Noah O.;  Sinclair, Thomas R.;  Lobell, David B.;  Schlenker, Wolfram
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
climate impacts  agriculture  crop simulation model  statistical model  model inter comparison  
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：6/0  |  提交时间：2019/04/09
climate change  climate change impacts  agricultural impacts  adaptation  CO2 fertilization