Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data

Coral reefs are ecosystems that are highly vulnerable to external environmental impacts, including changes associated with ocean acidification and global warming. Assessing the vulnerability of coral reef growth environments over large areas of the sea is a difficult and complex process, as it is in...

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Published in:Frontiers in Ecology and Evolution
Main Authors: Yuan Ma, Changbo Jiang, Shanshan Li, Yizhuang Liu, Xiaofeng Wen, Yuannan Long, Shuai Yuan, Yuantai Kang, Yongjie Wang, Ruixuan Wu
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2023
Subjects:
Online Access:https://doi.org/10.3389/fevo.2023.1066961
https://doaj.org/article/a9bb910164014fca948d2a72602de33e
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spelling ftdoajarticles:oai:doaj.org/article:a9bb910164014fca948d2a72602de33e 2023-10-09T21:54:57+02:00 Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data Yuan Ma Changbo Jiang Shanshan Li Yizhuang Liu Xiaofeng Wen Yuannan Long Shuai Yuan Yuantai Kang Yongjie Wang Ruixuan Wu 2023-09-01T00:00:00Z https://doi.org/10.3389/fevo.2023.1066961 https://doaj.org/article/a9bb910164014fca948d2a72602de33e EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/fevo.2023.1066961/full https://doaj.org/toc/2296-701X 2296-701X doi:10.3389/fevo.2023.1066961 https://doaj.org/article/a9bb910164014fca948d2a72602de33e Frontiers in Ecology and Evolution, Vol 11 (2023) climate change coral reef vulnerability model re-analysis of data RS and GIS coral reef Evolution QH359-425 Ecology QH540-549.5 article 2023 ftdoajarticles https://doi.org/10.3389/fevo.2023.1066961 2023-09-24T00:35:37Z Coral reefs are ecosystems that are highly vulnerable to external environmental impacts, including changes associated with ocean acidification and global warming. Assessing the vulnerability of coral reef growth environments over large areas of the sea is a difficult and complex process, as it is influenced by many variables. There are few studies on environmental vulnerability assessment of coral islands and reefs in the South China Sea. It is therefore particularly important to understand the environmental sensitivity of corals and how coral communities respond to changes in climate-related environmental variables. In this study, indicators were selected mainly from natural environmental factors that hinder the development of coral reefs. The sea surface temperature (SST), sea surface salinity (SSS), wind velocity (WV) and direction, sea level height (SL), ocean currents (OC), and chlorophyll concentration (Chl) of coral reefs in South China Sea Island were integrated to calculate the coral reef environmental vulnerability region. In a GIS environment, Spatial Principal Component Analysis (SPCA) was used to develop sensitivity models and evaluate the ecological vulnerability of coral reefs. Based on the Environmental vulnerability indicator (EVI) values, the study area was classified as 5 grades of ecological vulnerability: Potential (0.000–0.577), Light (0.577–0.780), Medium (0.780–0.886), Heavy (0.886–0.993) and Very Heavy (0.993–1.131). Sensitivity models identified regional gradients of environmental stress and found that some coral reefs in western Malaysia and southwestern Philippines have higher vulnerability. Meanwhile, the study found that the reefs of Paracel Islands and Macclesfield Bank areas of medium vulnerability. Future use of high-precision data from long time series will allow better estimates of site-specific vulnerability and allow for the precise establishment of marine protected areas so that the ecological diversity of coral reefs can be sustained. Article in Journal/Newspaper Ocean acidification Directory of Open Access Journals: DOAJ Articles Frontiers in Ecology and Evolution 11
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic climate change
coral reef vulnerability model
re-analysis of data
RS and GIS
coral reef
Evolution
QH359-425
Ecology
QH540-549.5
spellingShingle climate change
coral reef vulnerability model
re-analysis of data
RS and GIS
coral reef
Evolution
QH359-425
Ecology
QH540-549.5
Yuan Ma
Changbo Jiang
Shanshan Li
Yizhuang Liu
Xiaofeng Wen
Yuannan Long
Shuai Yuan
Yuantai Kang
Yongjie Wang
Ruixuan Wu
Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
topic_facet climate change
coral reef vulnerability model
re-analysis of data
RS and GIS
coral reef
Evolution
QH359-425
Ecology
QH540-549.5
description Coral reefs are ecosystems that are highly vulnerable to external environmental impacts, including changes associated with ocean acidification and global warming. Assessing the vulnerability of coral reef growth environments over large areas of the sea is a difficult and complex process, as it is influenced by many variables. There are few studies on environmental vulnerability assessment of coral islands and reefs in the South China Sea. It is therefore particularly important to understand the environmental sensitivity of corals and how coral communities respond to changes in climate-related environmental variables. In this study, indicators were selected mainly from natural environmental factors that hinder the development of coral reefs. The sea surface temperature (SST), sea surface salinity (SSS), wind velocity (WV) and direction, sea level height (SL), ocean currents (OC), and chlorophyll concentration (Chl) of coral reefs in South China Sea Island were integrated to calculate the coral reef environmental vulnerability region. In a GIS environment, Spatial Principal Component Analysis (SPCA) was used to develop sensitivity models and evaluate the ecological vulnerability of coral reefs. Based on the Environmental vulnerability indicator (EVI) values, the study area was classified as 5 grades of ecological vulnerability: Potential (0.000–0.577), Light (0.577–0.780), Medium (0.780–0.886), Heavy (0.886–0.993) and Very Heavy (0.993–1.131). Sensitivity models identified regional gradients of environmental stress and found that some coral reefs in western Malaysia and southwestern Philippines have higher vulnerability. Meanwhile, the study found that the reefs of Paracel Islands and Macclesfield Bank areas of medium vulnerability. Future use of high-precision data from long time series will allow better estimates of site-specific vulnerability and allow for the precise establishment of marine protected areas so that the ecological diversity of coral reefs can be sustained.
format Article in Journal/Newspaper
author Yuan Ma
Changbo Jiang
Shanshan Li
Yizhuang Liu
Xiaofeng Wen
Yuannan Long
Shuai Yuan
Yuantai Kang
Yongjie Wang
Ruixuan Wu
author_facet Yuan Ma
Changbo Jiang
Shanshan Li
Yizhuang Liu
Xiaofeng Wen
Yuannan Long
Shuai Yuan
Yuantai Kang
Yongjie Wang
Ruixuan Wu
author_sort Yuan Ma
title Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
title_short Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
title_full Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
title_fullStr Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
title_full_unstemmed Ecological vulnerability assessment of coral islands and reefs in the South China Sea based on remote sensing and reanalysis data
title_sort ecological vulnerability assessment of coral islands and reefs in the south china sea based on remote sensing and reanalysis data
publisher Frontiers Media S.A.
publishDate 2023
url https://doi.org/10.3389/fevo.2023.1066961
https://doaj.org/article/a9bb910164014fca948d2a72602de33e
genre Ocean acidification
genre_facet Ocean acidification
op_source Frontiers in Ecology and Evolution, Vol 11 (2023)
op_relation https://www.frontiersin.org/articles/10.3389/fevo.2023.1066961/full
https://doaj.org/toc/2296-701X
2296-701X
doi:10.3389/fevo.2023.1066961
https://doaj.org/article/a9bb910164014fca948d2a72602de33e
op_doi https://doi.org/10.3389/fevo.2023.1066961
container_title Frontiers in Ecology and Evolution
container_volume 11
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