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A perspective on changes across the US Corn Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Hunt, Eric D.;  Birge, Hannah E.;  Laingen, Christopher;  Licht, Mark A.;  McMechan, Justin;  Baule, William;  Connor, Tom
收藏  |  浏览/下载:8/0  |  提交时间:2020/08/18
corn yield  trends  corn production  
DeepCropNet: a deep spatial-temporal learning framework for county-level corn yield estimation 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Lin, Tao;  Zhong, Renhai;  Wang, Yudi;  Xu, Jinfan;  Jiang, Hao;  Xu, Jialu;  Ying, Yibin;  Rodriguez, Luis;  Ting, K. C.;  Li, Haifeng
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
yield estimation  corn  LSTM  attention mechanism  multi-task learning  deep learning  
Mid-20th century warming hole boosts US maize yields 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Partridge, Trevor F.;  Winter, Jonathan M.;  Liu, Lin;  Kendall, Anthony D.;  Basso, Bruno;  Hyndman, David W.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
climate impacts  warming hole  agriculture  machine learning  
Towards applying N balance as a sustainability indicator for the US Corn Belt: realistic achievable targets, spatio-temporal variability and policy implications 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (6)
作者:  Sela, S.;  Woodbury, P. B.;  Marjerison, R.;  van Es, H. M.
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
N balance  corn  model-based N management  yield-scaled N losses  Adapt-N (R)  
Increasing carbon footprint of grain crop production in the US Western Corn Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (12)
作者:  Lu, Chaoqun;  Yu, Zhen;  Tian, Hanqin;  Hennessy, David A.;  Feng, Hongli;  Al-Kaisi, Mahdi;  Zhou, Yuyu;  Sauer, Tom;  Arritt, Raymond
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
carbon footprint  grain production  the US Western Corn Belt  land use and cover changes  sustainable agriculture  
Beyond the plot: technology extrapolation domains for scaling out agronomic science 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (6)
作者:  Edreira, Juan I. Rattalino;  Cassman, Kenneth G.;  Hochman, Zvi;  van Ittersum, Martin K.;  van Bussel, Lenny;  Claessens, Lieven;  Grassini, Patricio
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
geospatial analysis  technology extrapolation  research prioritization  impact assessment  
Rooting for food security in Sub-Saharan Africa 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (11)
作者:  Guilpart, Nicolas;  Grassini, Patricio;  van Wart, Justin;  Yang, Haishun;  van Ittersum, Martin K.;  van Bussel, Lenny G. J.;  Wolf, Joost;  Claessens, Lieven;  Leenaars, Johan G. B.;  Cassman, Kenneth G.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
food security  sub-saharan Africa  yield gap  maize  soil depth  water requirements