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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：21/0  |  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：30/0  |  提交时间：2020/07/02
yield estimation  corn  LSTM  attention mechanism  multi-task learning  deep learning  
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Jiang, Hao;  Hu, Hao;  Zhong, Renhai;  Xu, Jinfan;  Xu, Jialu;  Huang, Jingfeng;  Wang, Shaowen;  Ying, Yibin;  Lin, Tao
收藏  |  浏览/下载：30/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
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：11/0  |  提交时间：2019/11/26
N balance  corn  model-based N management  yield-scaled N losses  Adapt-N (R)  
Dynamic model-based N management reduces surplus nitrogen and improves the environmental performance of corn production 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (5)
作者:  Sela, S.;  Woodbury, P. B.;  van Es, H. M.
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
N surplus  corn  yield-scaled N losses  crop simulation  dynamic model-based N management