Bathymetry Inversion Using Attention-Based Band Optimization Model for Hyperspectral or Multispectral Satellite Imagery

Bathymetry Inversion Using Attention-Based Band Optimization Model for Hyperspectral or Multispectral Satellite Imagery

Satellite-derived bathymetry enables the non-contact derivation of large-scale shallow water depths. Hyperspectral satellite images provide more information than multispectral satellite images, making them theoretically more effective and accurate for bathymetry inversion. This paper focuses on the...

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Bibliographic Details
Main Authors: Yingxi Wang, Ming Chen, Xiaotao Xi, Hua Yang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Water
Subjects:
bathymetry
satellite-derived bathymetry
hyperspectral
satellite imagery
convolutional neural network
ICESat-2
Online Access:https://www.mdpi.com/2073-4441/15/18/3205

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