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Burned area mapping in the brazilian savanna using a one-class support vector m...

Pereira, Allan A.; Cardoso Pereira, José Miguel; Libonati, Renata; Oom, Duarte; Setzer, Alberto W.; Morelli, Fabiano; Machado-Silva, Fausto

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 resolution imagery from the Project for On-Board Autonomy-Vegetation (PROBA-V). The active fire data were screened to preve...

Date: 2017   |   Origin: Repositório da Universidade de Lisboa
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