Burned area mapping in the brazilian savanna using a one-class support vector machine trained by active fires

We used the Visible Infrared Imaging Radiometer Suite (VIIRS) active fire data (375 m spatial resolution) to automatically extract multispectral samples and train a One-Class Support Vector Machine for burned area mapping, and applied the resulting classification algorithm to 300-m spatial resolutio...

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Bibliographic Details
Main Author: Pereira, Allan A. (author)
Other Authors: Cardoso Pereira, José Miguel (author), Libonati, Renata (author), Oom, Duarte (author), Setzer, Alberto W. (author), Morelli, Fabiano (author), Machado-Silva, Fausto (author), Carvalho, Luís Marcelo Tavares de (author)
Format: article
Language:eng
Published: 2018
Subjects:
support vector machine one class
burned area
active fire
Cerrado
PROBA-V
VIIRS
Online Access:http://hdl.handle.net/10400.5/14620
Country:Portugal
Oai:oai:www.repository.utl.pt:10400.5/14620

Internet

http://hdl.handle.net/10400.5/14620

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