Integration of Sentinel-1 and Sentinel-2 for Classification and LULC Mapping in the Urban Area of Belém, Eastern Brazilian Amazon

Integration of Sentinel-1 and Sentinel-2 for Classification and LULC Mapping in the Urban Area of Belém, Eastern Brazilian Amazon

In tropical regions, such as in the Amazon, the use of optical sensors is limited by high cloud coverage throughout the year. As an alternative, Synthetic Aperture Radar (SAR) products could be used, alone or in combination with optical images, to monitor tropical areas. In this sense, we aimed to s...

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Bibliographic Details
Main Authors: Paulo Amador Tavares, Norma Ely Santos Beltrão, Ulisses Silva Guimarães, Ana Cláudia Teodoro
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
machine learning
random forest
spatial analysis
optical data
radar data
urban land cover
Online Access:http://www.mdpi.com/1424-8220/19/5/1140

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