Mapping Coastal Soil Salinity and Vegetation Dynamics Using Sentinel-1 and Sentinel-2 Data Fusion With Machine Learning Techniques

Mapping Coastal Soil Salinity and Vegetation Dynamics Using Sentinel-1 and Sentinel-2 Data Fusion With Machine Learning Techniques

Coastal regions are vulnerable ecosystems where monitoring soil salinity and vegetation coverage dynamics is critical for environmental management and conservation. This study introduces a multisensor data fusion approach, integrating Sentinel-1 synthetic aperture radar (SAR) and Sentinel-2 multispe...

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Bibliographic Details
Main Authors: Wen Liu, Tiezhu Shi, Zhinian Zhao, Chao Yang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Coastal monitoring
convolutional neural networks (CNN)
multisensor data fusion
saline soil classification
satellite images
soil moisture estimation
Online Access:https://ieeexplore.ieee.org/document/10930794/
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https://ieeexplore.ieee.org/document/10930794/

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