Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery

Pantanal is the largest continuous wetland in the world, but its biodiversity is currently endangered by catastrophic wildfires that occurred in the last three years. The information available for the area only refers to the location and the extent of the burned areas based on medium and low-spatial...

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Bibliographic Details
Main Authors: Diogo Nunes Gonçalves, José Marcato, Junior, André Caceres Carrilho, Plabiany Rodrigo Acosta, Ana Paula Marques Ramos, Felipe David Georges Gomes, Lucas Prado Osco, Maxwell da Rosa Oliveira, José Augusto Correa Martins, Geraldo Alves Damasceno, Júnior, Márcio Santos de Araújo, Jonathan Li, Fábio Roque, Leonardo de Faria Peres, Wesley Nunes Gonçalves, Renata Libonati
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Multispectral imagery
Deep learning
Transfer learning
Wildfire
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843222003399

Internet

http://www.sciencedirect.com/science/article/pii/S1569843222003399

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