Coral Reef Change Detection in Remote Pacific Islands Using Support Vector Machine Classifiers

Despite the abundance of research on coral reef change detection, few studies have been conducted to assess the spatial generalization principles of a live coral cover classifier trained using remote sensing data from multiple locations. The aim of this study is to develop a machine learning classif...

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Bibliographic Details
Main Authors: Justin J. Gapper, Hesham El-Askary, Erik Linstead, Thomas Piechota
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Remote Sensing
Subjects:
SVM
Online Access:https://www.mdpi.com/2072-4292/11/13/1525