Enhancing Water depth inversion accuracy in turbid coastal environments using random forest and coor...
Enhancing Water depth inversion accuracy in turbid coastal environments using random forest and coordinate attention mechanisms
About this item
Full title
Author / Creator
Fang, Siwen , Wu, Zhongqiang , Wu, Shulei , Chen, Zhixing , Shen, Wei and Mao, Zhihua
Publisher
Frontiers Media S.A
Journal title
Language
English
Formats
Publication information
Publisher
Frontiers Media S.A
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Scope and Contents
Contents
This study introduces an innovative water depth estimation method for complex coastal environments, focusing on Yantian Port. By combining Random Forest algorithms with a Coordinate Attention mechanism, we address limitations of traditional bathymetric techniques in turbid waters. Our approach incorporates geographical coordinates, enhancing spatia...
Alternative Titles
Full title
Enhancing Water depth inversion accuracy in turbid coastal environments using random forest and coordinate attention mechanisms
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_cf674db7cda94273a04a5fe9036a5ef0
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cf674db7cda94273a04a5fe9036a5ef0
Other Identifiers
ISSN
2296-7745
E-ISSN
2296-7745
DOI
10.3389/fmars.2024.1471695
