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A chlorophyll-deficient, highly reflective soybean mutant: radiative forcing and yield gaps 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Genesio, L.;  Bright, R. M.;  Alberti, G.;  Peressotti, A.;  Delle Vedove, G.;  Incerti, G.;  Toscano, P.;  Rinaldi, M.;  Muller, O.;  Miglietta, F.
收藏  |  浏览/下载：12/0  |  提交时间：2020/08/18
albedo change  radiation management  MinnGold  climate change mitigation  
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  
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  
Foreign demand for agricultural commodities drives virtual carbon exports from Cambodia 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Johansson, Emma;  Olin, Stefan;  Seaquist, Jonathan
收藏  |  浏览/下载：5/0  |  提交时间：2020/08/18
deforestation  economic land concessions  LPJ-GUESS  virtual carbon export  land grabbing  
Potential for Early Forecast of Moroccan Wheat Yields Based on Climatic Drivers 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (12)
作者:  Lehmann, J.;  Kretschmer, M.;  Schauberger, B.;  Wechsung, F.
收藏  |  浏览/下载：16/0  |  提交时间：2020/05/20
causal discovery algorithms  teleconnections  seasonal forecast  machine learning  wheat forecast  climate precursors  
The Madden-Julian Oscillation Affects Maize Yields Throughout the Tropics and Subtropics 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (11)
作者:  Anderson, W. B.;  Han, E.;  Baethgen, W.;  Goddard, L.;  Munoz, A. G.;  Robertson, A. W.
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/13
Madden-Julian Oscillation  crop failure  S2S  food security  drought  subseasonal  
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  
Climate adaptation by crop migration 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Sloat, Lindsey L.;  Davis, Steven J.;  Gerber, James S.;  Moore, Frances C.;  Ray, Deepak K.;  West, Paul C.;  Mueller, Nathaniel D.
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/13
Increasing agricultural risk to hydro-climatic extremes in India 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Sharma, Tarul;  Vittal, H.;  Karmakar, Subhankar;  Ghosh, Subimal
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Agricultural vulnerability  hydro-climatic extremes  India  rice  risk mapping  wheat