Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system

Field studies on the performance and discussion of RoxAnn™ Acoustic Ground Discrimination System (AGDS) in discriminating different coral growth forms are often fractional and limited in tropical waters. The purpose of this study is to bridge the information gaps by conducting field surveys at the s...

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Main Authors: Lee, Wah Sze, Lin, Chin Yik
Format: Article
Published: Elsevier 2018
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Online Access:http://eprints.um.edu.my/21495/
https://doi.org/10.1016/j.csr.2018.09.012
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spelling my.um.eprints.214952019-06-17T08:36:12Z http://eprints.um.edu.my/21495/ Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system Lee, Wah Sze Lin, Chin Yik Q Science (General) QE Geology Field studies on the performance and discussion of RoxAnn™ Acoustic Ground Discrimination System (AGDS) in discriminating different coral growth forms are often fractional and limited in tropical waters. The purpose of this study is to bridge the information gaps by conducting field surveys at the surrounding benthic habitats of the largest bay in Borneo – Darvel Bay, Malaysia. Accuracy assessment was carried out to evaluate the integrity of the reef habitat map of a tropical island (Baik Island), using test plot and point sampling method. Despite the unsatisfactory test plot method, we found that point sampling method yielded a better internal accuracy of 78%. We demonstrated that factors such as orientation to shore and water depth do not impose significant influence to the AGDS performance using U-Mann-Whitney tests and regression analysis. Overall, the resulting island's habitat map exhibits decent repeatability with map accuracy higher than 80%. The penultimate section of this manuscript also evaluates and provides beneficial information on the potential and strength of AGDS system and its inherent limitation in classifying benthic substrate to a preferred level of details based on the user requirement. Elsevier 2018 Article PeerReviewed Lee, Wah Sze and Lin, Chin Yik (2018) Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system. Continental Shelf Research, 170. pp. 1-10. ISSN 0278-4343 https://doi.org/10.1016/j.csr.2018.09.012 doi:10.1016/j.csr.2018.09.012
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Q Science (General)
QE Geology
spellingShingle Q Science (General)
QE Geology
Lee, Wah Sze
Lin, Chin Yik
Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
description Field studies on the performance and discussion of RoxAnn™ Acoustic Ground Discrimination System (AGDS) in discriminating different coral growth forms are often fractional and limited in tropical waters. The purpose of this study is to bridge the information gaps by conducting field surveys at the surrounding benthic habitats of the largest bay in Borneo – Darvel Bay, Malaysia. Accuracy assessment was carried out to evaluate the integrity of the reef habitat map of a tropical island (Baik Island), using test plot and point sampling method. Despite the unsatisfactory test plot method, we found that point sampling method yielded a better internal accuracy of 78%. We demonstrated that factors such as orientation to shore and water depth do not impose significant influence to the AGDS performance using U-Mann-Whitney tests and regression analysis. Overall, the resulting island's habitat map exhibits decent repeatability with map accuracy higher than 80%. The penultimate section of this manuscript also evaluates and provides beneficial information on the potential and strength of AGDS system and its inherent limitation in classifying benthic substrate to a preferred level of details based on the user requirement.
format Article
author Lee, Wah Sze
Lin, Chin Yik
author_facet Lee, Wah Sze
Lin, Chin Yik
author_sort Lee, Wah Sze
title Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
title_short Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
title_full Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
title_fullStr Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
title_full_unstemmed Mapping of tropical marine benthic habitat: Hydroacoustic classification of coral reefs environment using single-beam (RoxAnn™) system
title_sort mapping of tropical marine benthic habitat: hydroacoustic classification of coral reefs environment using single-beam (roxann™) system
publisher Elsevier
publishDate 2018
url http://eprints.um.edu.my/21495/
https://doi.org/10.1016/j.csr.2018.09.012
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score 13.18916