Characterizing the spatial distribution of coral reefs in the South-Central Coast region of Viet Nam using Planetscope imagery
Journal
PeerJ
Journal Volume
9
Date Issued
2021
Author(s)
Abstract
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. Copyright 2021 Nguyen et al.
Subjects
Coral health
Coral reef management and protection
Cu Lao Cham Island
Dove satellite
Live coral cover
Shallow fringing reefs
Son Tra Peninsula
Supervised classification
copper
limestone
accuracy
Article
biodiversity
coastal waters
Columbidae
controlled study
coral reef
DNA extraction
environmental monitoring
environmental protection
feasibility study
finite element analysis
geographic distribution
habitat
histogram
human
imagery
island (geological)
kappa statistics
marine environment
maximum likelihood method
nonhuman
photography
photoreceptor
sea surface temperature
seagrass
seashore
seasonal variation
sensitivity and specificity
soil pollution
spatial discrimination
species distribution
starfish
Viet Nam
water pollution
Type
journal article