Monitoring soil salinity in coastal wetlands with Sentinel-2 MSI data: Combining fractional-order derivatives and stacked machine learning models

Monitoring soil salinity in coastal wetlands with Sentinel-2 MSI data: Combining fractional-order derivatives and stacked machine learning models

Monitoring soil salinity is essential for understanding the behavior of coastal wetland ecosystems and implementing effective management strategies. Despite the advantages of the Multi-Spectral Instrument (MSI) data for large-scale, high-frequency soil salinity monitoring, challenges remain in data...

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Bibliographic Details
Main Authors: Congcong Lao, Xiayang Yu, Lucheng Zhan, Pei Xin
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Agricultural Water Management
Subjects:
Sentinel-2 MSI
Soil salinity
Fractional-order derivatives
Stacked machine learning
Remote sensing
Online Access:http://www.sciencedirect.com/science/article/pii/S0378377424004839
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