Inversion of Different Cultivated Soil Types’ Salinity Using Hyperspectral Data and Machine Learning

Inversion of Different Cultivated Soil Types’ Salinity Using Hyperspectral Data and Machine Learning

Soil salinization is one of the main causes of global desertification and soil degradation. Although previous studies have investigated the hyperspectral inversion of soil salinity using machine learning, only a few have been based on soil types. Moreover, agricultural fields can be improved based o...

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Bibliographic Details
Main Authors: Pingping Jia, Junhua Zhang, Wei He, Ding Yuan, Yi Hu, Kazem Zamanian, Keli Jia, Xiaoning Zhao
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Remote Sensing
Subjects:
soil electrical conductivity
variable projection importance
Hetao Plain
salinization
soil degradation
soil quality
Online Access:https://www.mdpi.com/2072-4292/14/22/5639

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