Enhancing Soil Moisture Prediction in Drought-Prone Agricultural Regions Using Remote Sensing and Machine Learning Approaches

Enhancing Soil Moisture Prediction in Drought-Prone Agricultural Regions Using Remote Sensing and Machine Learning Approaches

The North China Plain is a crucial agricultural region in China, but irregular precipitation patterns have led to significant water shortages. To address this, analyzing the high-resolution dynamics of root-zone soil moisture transport is essential for optimizing irrigation strategies and improving...

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Bibliographic Details
Main Authors: Xizhuoma Zha, Shaofeng Jia, Yan Han, Wenbin Zhu, Aifeng Lv
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Remote Sensing
Subjects:
North China Plain
Richards equation
near-surface soil moisture
root-zone soil moisture
Online Access:https://www.mdpi.com/2072-4292/17/2/181
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