Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea

The amount of live and dead coral is related to recruitment, but differentiating them by remote sensing techniques is difficult. We measured change in the amount of live, bleached, and recently (<6 months) dead coral cover (CCA6) for an island archipelago in the South China Sea. Six Landsat 4/7 E...

Full description

Bibliographic Details
Main Authors: Xiuling Zuo, Fenzhen Su, Junjue Zhang, Wenzhou Wu
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/13/5237
id doaj-1ce4fbbbec9f42878b046a1881d9bf79
record_format Article
spelling doaj-1ce4fbbbec9f42878b046a1881d9bf792020-11-25T03:46:07ZengMDPI AGSustainability2071-10502020-06-01125237523710.3390/su12135237Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China SeaXiuling Zuo0Fenzhen Su1Junjue Zhang2Wenzhou Wu3School of Marine Sciences, Guangxi University, Nanning 530004, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, ChinaState Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, ChinaThe amount of live and dead coral is related to recruitment, but differentiating them by remote sensing techniques is difficult. We measured change in the amount of live, bleached, and recently (<6 months) dead coral cover (CCA6) for an island archipelago in the South China Sea. Six Landsat 4/7 ETM/8 OLI images from 1989–1990, 2005, and 2014 were analyzed to assess changes in CCA6 at 14 coral reefs in the western Xisha Islands. Satellite images were georectified and calibrated to remote sensing reflectance. Models for three shallow water (<6 m) geomorphic zones throughout the western Xisha Islands are proposed based on ground-truthed data collected in 2014 and satellite-determined spectral values for 2014 images. Nonlinear models based on Landsat image blue spectral bands for reef slope and lagoon habitats, and green bands for reef flat habitats, are determined as optimal models. Significant changes in CCA6 from 2005 to 2014, and changes in coral reefs and geomorphic zones, correlate with increased numbers of both crown-of-thorns starfish, and sea surface temperature in 2007. Detecting change in CCA6 by remote sensing can provide large-scale information of value for coral reef management, restoration, and protection.https://www.mdpi.com/2071-1050/12/13/5237coral reefcoral coverremote sensingchange detectionXisha IslandsSouth China Sea
collection DOAJ
language English
format Article
sources DOAJ
author Xiuling Zuo
Fenzhen Su
Junjue Zhang
Wenzhou Wu
spellingShingle Xiuling Zuo
Fenzhen Su
Junjue Zhang
Wenzhou Wu
Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
Sustainability
coral reef
coral cover
remote sensing
change detection
Xisha Islands
South China Sea
author_facet Xiuling Zuo
Fenzhen Su
Junjue Zhang
Wenzhou Wu
author_sort Xiuling Zuo
title Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
title_short Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
title_full Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
title_fullStr Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
title_full_unstemmed Using Landsat Data to Detect Change in Live to Recently (<6 Months) Dead Coral Cover in the Western Xisha Islands, South China Sea
title_sort using landsat data to detect change in live to recently (<6 months) dead coral cover in the western xisha islands, south china sea
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-06-01
description The amount of live and dead coral is related to recruitment, but differentiating them by remote sensing techniques is difficult. We measured change in the amount of live, bleached, and recently (<6 months) dead coral cover (CCA6) for an island archipelago in the South China Sea. Six Landsat 4/7 ETM/8 OLI images from 1989–1990, 2005, and 2014 were analyzed to assess changes in CCA6 at 14 coral reefs in the western Xisha Islands. Satellite images were georectified and calibrated to remote sensing reflectance. Models for three shallow water (<6 m) geomorphic zones throughout the western Xisha Islands are proposed based on ground-truthed data collected in 2014 and satellite-determined spectral values for 2014 images. Nonlinear models based on Landsat image blue spectral bands for reef slope and lagoon habitats, and green bands for reef flat habitats, are determined as optimal models. Significant changes in CCA6 from 2005 to 2014, and changes in coral reefs and geomorphic zones, correlate with increased numbers of both crown-of-thorns starfish, and sea surface temperature in 2007. Detecting change in CCA6 by remote sensing can provide large-scale information of value for coral reef management, restoration, and protection.
topic coral reef
coral cover
remote sensing
change detection
Xisha Islands
South China Sea
url https://www.mdpi.com/2071-1050/12/13/5237
work_keys_str_mv AT xiulingzuo usinglandsatdatatodetectchangeinlivetorecently6monthsdeadcoralcoverinthewesternxishaislandssouthchinasea
AT fenzhensu usinglandsatdatatodetectchangeinlivetorecently6monthsdeadcoralcoverinthewesternxishaislandssouthchinasea
AT junjuezhang usinglandsatdatatodetectchangeinlivetorecently6monthsdeadcoralcoverinthewesternxishaislandssouthchinasea
AT wenzhouwu usinglandsatdatatodetectchangeinlivetorecently6monthsdeadcoralcoverinthewesternxishaislandssouthchinasea
_version_ 1724507722659921920