A Slope-Assisted Back Propagation Method for Bathymetric Mapping

Machine learning (ML) technology has been successfully applied to Satellite Derived Bathymetry (SDB) using the water surface reflectance. Many studies have proved that it is not enough to derive water depth accurately using water surface reflectance only, and the integration of additional features i...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing 2023-01, Vol.61, p.1-1
Hauptverfasser:	Zhu, Jinshan, Cui, Yongjie, Zhang, Yue, Qin, Jian, Yin, Fei, Wang, Ruifu
Format:	Artikel
Sprache:	eng
Schlagworte:	Back propagation Bathymeters Bathymetric mapping Bathymetry Biological system modeling Data augmentation Data models Error reduction Iterative methods Machine learning Optimization Reflectance Reflectivity Sea measurements slope-assisted back propagation (SBP) Surfaces Technology Training Water depth
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