Seabed classification of multibeam echosounder data into bedrock/non-bedrock using deep learning

The accurate mapping of seafloor substrate types plays a major role in understanding the distribution of benthic marine communities and planning a sustainable exploitation of marine resources. Traditionally, this activity has relied on the efforts of marine geology experts, who accomplish it manuall...

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Bibliographic Details
Main Authors: Rosa Virginia Garone, Tor Inge Birkenes Lønmo, Alexandre Carmelo Gregory Schimel, Markus Diesing, Terje Thorsnes, Lasse Løvstakken
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1285368/full