Machine Learning Inversion Model of Soil Salinity in the Yellow River Delta Based on Field Hyperspectral and UAV Multispectral Data

Machine Learning Inversion Model of Soil Salinity in the Yellow River Delta Based on Field Hyperspectral and UAV Multispectral Data

Soil salinization in the Yellow River Delta is a difficult and miscellaneous disease to restrict the development of agricultural economy, and further hinders agricultural production. To explore the retrieval of soil salt content from remote sensing images under the condition of no vegetation coverag...

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Bibliographic Details
Main Authors: FAN Chengzhi, WANG Ziwen, YANG Xingchao, LUO Yongkai, XU Xuexin, GUO Bin, LI Zhenhai
Format: Article
Language:English
Published: Editorial Office of Smart Agriculture 2022-12-01
Series:智慧农业
Subjects:
soil salinity
remote sensing
ground feature hyperspectral
uav multispectral
partial least squares regression
random forest
machine learning
Online Access:http://www.smartag.net.cn/CN/10.12133/j.smartag.SA202212001

Internet

http://www.smartag.net.cn/CN/10.12133/j.smartag.SA202212001

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