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Multi-Sensor Fusion of Sentinel-2 Imagery and ICESat-2 Satellite Laser Bathymetry for Benthic Habitat Classification in Key Largo, Florida Keys
Abstract Accurate benthic habitat mapping is an important component of marine conservation. This study fuses freely available Sentinel-2 multispectral imagery and ICESat-2 ATL24 satellite laser bathymetry to classify five benthic habitat types — Coral/Algae, Seagrass, Sand, Rock, and Rubble — in Key Largo, Florida Keys, using a Random Forest classifier trained on 15,600 fusion points…
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