Soil salinization prediction through feature selection and machine learning at the irrigation district scale

Soil salinization prediction through feature selection and machine learning at the irrigation district scale

IntroductionSoil salinization is a critical environmental issue affecting agricultural productivity worldwide, particularly in arid and semi-arid regions. This study focuses on the Xinjiang region of China, specifically the Xiao Haizi and Sha Jingzi irrigation areas, to explore the use of remote sen...

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Bibliographic Details
Main Authors: Junbo Xie, Cong Shi, Yang Liu, Qi Wang, Zhibo Zhong, Shuai He, Xingpeng Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Earth Science
Subjects:
remote sensing
Landsat 8
agricultural sustainability
soil salinity
machine learning
feature selection
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2024.1488504/full
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