Multi-Decadal Changes in Mangrove Extent, Age and Species in the Red River Estuaries of Viet Nam

Multi-Decadal Changes in Mangrove Extent, Age and Species in the Red River Estuaries of Viet Nam

This research investigated the performance of four different machine learning supervised image classifiers: artificial neural network (ANN), decision tree (DT), random forest (RF), and support vector machine (SVM) using SPOT-7 and Sentinel-1 images to classify mangrove age and species in 2019 in a R...

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Bibliographic Details
Main Authors: Nguyen Hong Quang, Claire H. Quinn, Lindsay C. Stringer, Rachael Carrie, Christopher R. Hackney, Le Thi Van Hue, Dao Van Tan, Pham Thi Thanh Nga
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
mangrove development
mangrove plantation
machine learning
mangrove condition
classification
remote sensing
Online Access:https://www.mdpi.com/2072-4292/12/14/2289

Internet

https://www.mdpi.com/2072-4292/12/14/2289

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