Mangrove Ecosystem Mapping Using Sentinel-1 and Sentinel-2 Satellite Images and Random Forest Algorithm in Google Earth Engine

Mangrove Ecosystem Mapping Using Sentinel-1 and Sentinel-2 Satellite Images and Random Forest Algorithm in Google Earth Engine

Mangroves are among the most productive ecosystems in existence, with many ecological benefits. Therefore, generating accurate thematic maps from mangrove ecosystems is crucial for protecting, conserving, and reforestation planning for these valuable natural resources. In this paper, Sentinel-1 and...

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Bibliographic Details
Main Authors: Arsalan Ghorbanian, Soheil Zaghian, Reza Mohammadi Asiyabi, Meisam Amani, Ali Mohammadzadeh, Sadegh Jamali
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
mangrove ecosystem
random forest (RF)
Google Earth Engine (GEE)
Sentinel
synthetic aperture radar (SAR)
optical
Online Access:https://www.mdpi.com/2072-4292/13/13/2565

Internet

https://www.mdpi.com/2072-4292/13/13/2565

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