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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  
Quantifying the uncertainty introduced by internal climate variability in projections of Canadian crop production 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Qian, Budong;  Jing, Qi;  Smith, Ward;  Grant, Brian;  Cannon, Alex J.;  Zhang, Xuebin
收藏  |  浏览/下载：9/0  |  提交时间：2020/08/18
climate change impacts  crop production  crop modelling  internal climate variability  uncertainty  
Climate change impacts on Canadian yields of spring wheat, canola and maize for global warming levels of 1.5 degrees C, 2.0 degrees C, 2.5 degrees C and 3.0 degrees C 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Qian, Budong;  Zhang, Xuebin;  Smith, Ward;  Grant, Brian;  Jing, Qi;  Cannon, Alex J.;  Neilsen, Denise;  McConkey, Brian;  Li, Guilong;  Bonsal, Barrie;  Wan, Hui;  Xue, Li;  Zhao, Jun
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
agriculture  Canada  climate change  climate targets  crop yields  crop models  
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  
The effects of climate extremes on global agricultural yields 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (5)
作者:  Vogel, Elisabeth;  Donat, Markus G.;  Alexander, Lisa, V;  Meinshausen, Malte;  Ray, Deepak K.;  Karoly, David;  Meinshausen, Nicolai;  Frieler, Katja
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
agriculture  crop yields  extreme weather events  random forest  machine learning  
Impacts of land cover and land use change on long-term trend of land surface phenology: a case study in agricultural ecosystems 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Zhang, Xiaoyang;  Liu, Lingling;  Henebry, Geoffrey M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
land surface phenology  land cover and land use change  climate change  long-term trend  agriculatural ecosystems  
Future changes in spring wheat yield in the European Russia as inferred from a large ensemble of high-resolution climate projections 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (3)
作者:  Pavlova, Vera;  Shkolnik, Igor;  Pikaleva, Anastasia;  Efimov, Sergey;  Karachenkova, Anna;  Kattsov, Vladimir
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
probabilistic regional climate projection  large ensemble  crop simulation model  wheat yield  
Changes in rainfed and irrigated crop yield response to climate in the western US 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (6)
作者:  Li, X.;  Troy, T. J.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
crop yield  climate variability  irrigation  
Negative impacts of climate change on cereal yields: statistical evidence from France 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (5)
作者:  Gammans, Matthew;  Merel, Pierre;  Ortiz-Bobea, Ariel
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
climate change impacts  cereal yields  nonlinear temperature effects  Europe  wheat  barley Supplementary material for this article is available online  
Comparing estimates of climate change impacts from process-based and statistical crop models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (1)
作者:  Lobell, David B.;  Asseng, Senthold
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
crop yield models  statistical models  global warming