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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  
Estimation of water volume in ungauged, dynamic floodplain lakes 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (5)
作者:  Tan, Z.;  Melack, J.;  Li, Y.;  Liu, X.;  Chen, B.;  Zhang, Q.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
floodplain lakes  water volume  remote sensing  hydrological connectivity  
A land systems science approach to assessing forest governance and characterizing the emergence of social forestry in the Western Cascades of Oregon 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (5)
作者:  Gosnell, Hannah;  Kennedy, Robert;  Harris, Tyler;  Abrams, Jesse
收藏  |  浏览/下载：14/0  |  提交时间：2020/07/02
ecosystem management  landscape pattern and process  land sparing  sharing  land use allocations  Northwest Forest Plan  regeneration harvest  social license  
Unmasking secondary vegetation dynamics in the Brazilian Amazon 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Nunes, Samia;  Oliveira, Luis, Jr.;  Siqueira, Joao;  Morton, Douglas C.;  Souza, Carlos M., Jr.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
secondary vegetation  forest restoration  Amazon  carbon  monitoring systems  
Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Wolanin, Aleksandra;  Mateo-Garcia, Gonzalo;  Camps-Valls, Gustau;  Gomez-Chova, Luis;  Meroni, Michele;  Duveiller, Gregory;  Liangzhi, You;  Guanter, Luis
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
wheat yield  Indian Wheat Belt  food security  remote sensing  explainable artificial intelligence (XAI)  deep learning (DL)  regression activation map (RAM)  
Impacts of tillage practices on soil carbon stocks in the US corn-soybean cropping system during 1998 to 2016 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (1)
作者:  Yu, Zhen;  Lu, Chaoqun;  Hennessy, David A.;  Feng, Hongli;  Tian, Hanqin
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
conterminous US  tillage  carbon storage  soil organic carbon  soil erosion