E
Eduardo R. Rosa
Publications - 2
Citations - 485
Eduardo R. Rosa is an academic researcher. The author has contributed to research in topics: Biome & Engineering. The author has an hindex of 1, co-authored 1 publications receiving 113 citations.
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Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine
Carlos Souza,Julia Z. Shimbo,Marcos R. Rosa,Leandro Parente,Ane Alencar,Bernardo Friedrich Theodor Rudorff,Heinrich Hasenack,Marcelo Matsumoto,Laerte Guimarães Ferreira,Pedro Walfir M. Souza-Filho,Sergio W. de Oliveira,Washington de Jesus Sant'Anna da Franca Rocha,Antônio V. Fonseca,Camila B. Marques,Cesar Guerreiro Diniz,Diego Pereira Costa,Dyeden Monteiro,Eduardo R. Rosa,Eduardo Vélez-Martin,Eliseu Jose Weber,Felipe E. B. Lenti,Fernando F. Paternost,Frans G. C. Pareyn,João V. Siqueira,José L. Viera,Luiz C. Ferreira Neto,Marciano Saraiva,Marcio H. Sales,Moises Pereira Galvao Salgado,Rodrigo Antunes de Vasconcelos,Soltan Galano,Vinícius Vieira Mesquita,Tasso Rezende de Azevedo +32 more
TL;DR: A novel approach and the results achieved by a multi-disciplinary network called MapBiomas to reconstruct annual land use and land cover information between 1985 and 2017 for Brazil, based on random forest applied to Landsat archive using Google Earth Engine are described.
Journal ArticleDOI
Long-Term Landsat-Based Monthly Burned Area Dataset for the Brazilian Biomes Using Deep Learning
Ane Alencar,Vera Laísa da Silva Arruda,Wallace Vieira da Silva,Dhemerson Estevão Conciani,Diego Pereira Costa,Natalia Crusco,Soltan Galano Duverger,Nilson Clementino Ferreira,Washington Franca-Rocha,Heinrich Hasenack,Luiz Felipe Morais Martenexen,Valderli J. Piontekowski,Noely Vicente Ribeiro,Eduardo R. Rosa,Marcos R. Rosa,Sarah Moura Batista dos Santos,Julia Z. Shimbo,Eduardo Vélez-Martin +17 more
TL;DR: In this article , the authors used a deep neural network model to estimate the frequency of the burned area and the date on which the minimum NBR was captured in a year, which was used to reconstruct 36 years of monthly burned area.