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Maximizing the potential of Sentinel-2 satellite observations in mapping Sargassum seaweed in the Wider Caribbean Region
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AI
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B
DOI：10.1016/j.rse.2026.115608.png)
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Abstract
En 中文
• Improved model and approach for large-scale mapping of Sargassum using MSI data. • Impacts of sun glint, striping, thin clouds, and other image noise all minimized. • Results comparable to MODIS for offshore waters with large amounts of Sargassum. • Up to 5 times more Sargassum detected by MSI than MODIS during low-amount months. • Nearshore data gaps from MODIS filled by MSI maps to improve regional assessment.
Keywords:
Sargassum
Sentinel-2
MSI
MODIS
Caribbean
Density
Coverage
Sun glint
Deep learning
Transformer
Sargassum Watch System
Journal
IF:
11.4
Papers:
1.1W
Citations:
9.4W
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