Estimation of Salinity Content in Different Saline-Alkali Zones Based on Machine Learning Model Using FOD Pretreatment Method

Estimation of Salinity Content in Different Saline-Alkali Zones Based on Machine Learning Model Using FOD Pretreatment Method

Soil salinization is a global ecological and environmental problem in arid and semi-arid areas that can be ameliorated via soil management, visible-near infrared-shortwave infrared (VNIR-SWIR) spectroscopy can be adapted to rapidly monitor soil salinity content. This study explored the potential of...

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Bibliographic Details
Main Authors: Chengbiao Fu, Anhong Tian, Daming Zhu, Junsan Zhao, Heigang Xiong
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Remote Sensing
Subjects:
soil salinity content
spectroscopy
machine learning model
generalized regression neural network
fractional-order derivative
Online Access:https://www.mdpi.com/2072-4292/13/24/5140

Internet

https://www.mdpi.com/2072-4292/13/24/5140

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