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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發表在:	Remote Sensing
Main Authors:	Davide Lomeo, Minerva Singh
格式:	Article
語言:	英语
出版:	MDPI AG 2022-05-01
主題:	mangrove deforestation convolutional neural networks Google Collaboratory Google Earth Engine monitoring framework
在線閱讀:	https://www.mdpi.com/2072-4292/14/10/2291