Enhancing soil organic carbon prediction in coastal farmlands using multi-source remote sensing data and machine learning

Enhancing soil organic carbon prediction in coastal farmlands using multi-source remote sensing data and machine learning

Accurate estimation of soil organic carbon (SOC) using remote sensing is essential for precision agriculture and soil health monitoring. However, in saline environments, spectral signals are distorted by soil salinity, reducing model accuracy. This study aimed to improve SOC estimation in coastal sa...

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Bibliographic Details
Main Authors: Yongpeng Deng, Xue Zhang, Yong Yang, Jianfei Cao, Le Yin, Baolei Zhang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Smart Agricultural Technology
Subjects:
Soil organic carbon
Soil salinity
Remote sensing
Machine learning
Coastal farmland
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525002928
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