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Satellite-derived bathymetry using machine learning and optimal Sentinel-2 imagery in South-West Florida coastal waters

This study examines the use of the Multi-Spectral Instrument (MSI) in Sentinel-2 satellite in combination with regression-based random forest models to estimate bathymetry along the extended southwestern Florida nearshore region. In this study, we focused on the development of a framework leading to...

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Autores principales: S.S.J.D. Mudiyanselage, A. Abd-Elrahman, B. Wilkinson, V. Lecours
Formato: Artigo
Lenguaje:Inglês
Publicado: Taylor & Francis Group 2022-12-01
Colección:GIScience & Remote Sensing
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Acceso en línea:http://dx.doi.org/10.1080/15481603.2022.2100597
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