Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation

Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation

Satellite-derived bathymetry (SDB) enables the efficient mapping of shallow waters such as coastal zones but typically requires extensive local ground truth data to achieve high accuracy. This study evaluates the effectiveness of transfer learning in reducing this requirement while keeping estimatio...

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Bibliographic Details
Main Authors: Christos G. E. Anagnostopoulos, Vassilios Papaioannou, Konstantinos Vlachos, Anastasia Moumtzidou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Journal of Marine Science and Engineering
Subjects:
satellite-derived bathymetry
transfer learning
remote sensing
MagicBathyNet
U-Net
Sentinel-2
Online Access:https://www.mdpi.com/2077-1312/13/7/1374
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https://www.mdpi.com/2077-1312/13/7/1374

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