Burned Area Classification Based on Extreme Learning Machine and Sentinel-2 Images

Sentinel-2 satellite images allow high separability for mapping burned and unburned areas. This problem has been extensively addressed using machine-learning algorithms. However, these need a suitable dataset and entail considerable training time. Recently, extreme learning machines (ELM) have prese...

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Bibliographic Details
Main Authors: John Gajardo, Marco Mora, Guillermo Valdés-Nicolao, Marcos Carrasco-Benavides
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/1/9