Integration of remote sensing, county-level census, and machine learning for century-long regional cropland distribution data reconstruction

Integration of remote sensing, county-level census, and machine learning for century-long regional cropland distribution data reconstruction

The Lower Mississippi Alluvial Valley (LMAV) was home to about ten million hectare bottomland hardwood (BLH) forests in the Southern U.S. It experienced over 80 % area loss of the BLH forests in the past centuries and large-scale afforestation in recent decades. Due to the lack of a high-resolution...

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Bibliographic Details
Main Authors: Jia Yang, Bo Tao, Hao Shi, Ying Ouyang, Shufen Pan, Wei Ren, Chaoqun Lu
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Land use change
Cropland expansion
Afforestation
Ecosystem services
Logistic regression
Marginal croplands
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243420300064

Internet

http://www.sciencedirect.com/science/article/pii/S0303243420300064

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