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Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery
This study aims to understand the spatial distribution of coral reefs in the central region of Viet Nam. We classified live coral cover in Son Tra Peninsula (ST) and Cu Lao Cham Island (CLC) in the South-Central Coast Region of Viet Nam using the Maximum Likelihood Classifier on 3 m Planetscope imag...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570177/ https://www.ncbi.nlm.nih.gov/pubmed/34760393 http://dx.doi.org/10.7717/peerj.12413 |
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author | Nguyen, Khanh V. Duong, Vinh C. Kieu, Kinh T. Tran, Thuong V. Huang, Cho-ying Reef, Ruth Hoang, Thien M. |
author_facet | Nguyen, Khanh V. Duong, Vinh C. Kieu, Kinh T. Tran, Thuong V. Huang, Cho-ying Reef, Ruth Hoang, Thien M. |
author_sort | Nguyen, Khanh V. |
collection | PubMed |
description | This study aims to understand the spatial distribution of coral reefs in the central region of Viet Nam. We classified live coral cover in Son Tra Peninsula (ST) and Cu Lao Cham Island (CLC) in the South-Central Coast Region of Viet Nam using the Maximum Likelihood Classifier on 3 m Planetscope imagery. Confusion matrices and the accuracy of the classifier were assessed using field data (1,543 and 1,560 photographs in ST and CLC, respectively). The results showed that the reef’s width ranged from 30 to 300 m across the study site, and we were able to detect live coral cover across a depth gradient of 2 to 6 m below the sea surface. The overall accuracies of the classifier (the Kappa coefficient) were 76.78% (0.76) and 78.08% (0.78) for ST and CLC, respectively. We found that 60.25% of coral reefs in ST were unhealthy and the live coral cover was less than 50%, while 25.75% and 11.46% of those in CLC were in good and excellent conditions, respectively. This study demonstrates the feasibility of utilizing Planetscope imagery to monitor shallow coral reefs of small islands at a high spatial resolution of 3 m. The results of this study provide valuable information for coral reef protection and conservation. |
format | Online Article Text |
id | pubmed-8570177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85701772021-11-09 Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery Nguyen, Khanh V. Duong, Vinh C. Kieu, Kinh T. Tran, Thuong V. Huang, Cho-ying Reef, Ruth Hoang, Thien M. PeerJ Biogeography This study aims to understand the spatial distribution of coral reefs in the central region of Viet Nam. We classified live coral cover in Son Tra Peninsula (ST) and Cu Lao Cham Island (CLC) in the South-Central Coast Region of Viet Nam using the Maximum Likelihood Classifier on 3 m Planetscope imagery. Confusion matrices and the accuracy of the classifier were assessed using field data (1,543 and 1,560 photographs in ST and CLC, respectively). The results showed that the reef’s width ranged from 30 to 300 m across the study site, and we were able to detect live coral cover across a depth gradient of 2 to 6 m below the sea surface. The overall accuracies of the classifier (the Kappa coefficient) were 76.78% (0.76) and 78.08% (0.78) for ST and CLC, respectively. We found that 60.25% of coral reefs in ST were unhealthy and the live coral cover was less than 50%, while 25.75% and 11.46% of those in CLC were in good and excellent conditions, respectively. This study demonstrates the feasibility of utilizing Planetscope imagery to monitor shallow coral reefs of small islands at a high spatial resolution of 3 m. The results of this study provide valuable information for coral reef protection and conservation. PeerJ Inc. 2021-11-02 /pmc/articles/PMC8570177/ /pubmed/34760393 http://dx.doi.org/10.7717/peerj.12413 Text en ©2021 Nguyen et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Biogeography Nguyen, Khanh V. Duong, Vinh C. Kieu, Kinh T. Tran, Thuong V. Huang, Cho-ying Reef, Ruth Hoang, Thien M. Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title | Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title_full | Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title_fullStr | Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title_full_unstemmed | Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title_short | Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery |
title_sort | characterizing the spatial distribution of coral reefs in the south-central coast region of viet nam using planetscope imagery |
topic | Biogeography |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570177/ https://www.ncbi.nlm.nih.gov/pubmed/34760393 http://dx.doi.org/10.7717/peerj.12413 |
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