Remote Sensing Applications for Mapping Large Wildfires Based on Machine Learning and Time Series in Northwestern Portugal

Remote Sensing Applications for Mapping Large Wildfires Based on Machine Learning and Time Series in Northwestern Portugal

Mapping large wildfires (LW) is essential for environmental applications and enhances the understanding of the dynamics of affected areas. Remote sensing techniques supported by machine learning and time series have been increasingly used in studies addressing this issue and have shown potential for...

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Bibliographic Details
Main Authors: Sarah Moura Batista dos Santos, Soltan Galano Duverger, António Bento-Gonçalves, Washington Franca-Rocha, António Vieira, Georgia Teixeira
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Fire
Subjects:
burnt area
spectral index
Google Earth Engine
landsat time series
random forest
Online Access:https://www.mdpi.com/2571-6255/6/2/43

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