Cloud-Based Monitoring and Evaluation of the Spatial-Temporal Distribution of Southeast Asia’s Mangroves Using Deep Learning

Cloud-Based Monitoring and Evaluation of the Spatial-Temporal Distribution of Southeast Asia’s Mangroves Using Deep Learning

This paper proposes a cloud-based mangrove monitoring framework that uses Google Collaboratory and Google Earth Engine to classify mangroves in Southeast Asia (SEA) using satellite remote sensing imagery (SRSI). Three multi-class classification convolutional neural network (CNN) models were generate...

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Bibliographic Details
Main Authors: Davide Lomeo, Minerva Singh
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Remote Sensing
Subjects:
mangrove
deforestation
convolutional neural networks
Google Collaboratory
Google Earth Engine
monitoring framework
Online Access:https://www.mdpi.com/2072-4292/14/10/2291

Internet

https://www.mdpi.com/2072-4292/14/10/2291

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