D
Diego Pereira Costa
Researcher at Coordenadoria de Aperfeiçoamento de Pessoal de Nível Superior
Publications - 6
Citations - 489
Diego Pereira Costa is an academic researcher from Coordenadoria de Aperfeiçoamento de Pessoal de Nível Superior. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 2, co-authored 2 publications receiving 115 citations.
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Journal ArticleDOI
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.
Journal ArticleDOI
Novas tecnologias e sensoriamento remoto: aplicação de uma oficina didática para a disseminação das potencialidades dos produtos e ferramentas do mapbiomas
Diego Pereira Costa,Jonathas Jesus dos Santos,Joselisa Maria Chaves,Washington de Jesus Sant’anna da Franca,Rodrigo Nogueira de Vasconcelos +4 more
TL;DR: The Mapbiomas Brasil project as discussed by the authors proposes a metodologia inovadoras for monitoring uso and cobertura of terras of biomas in order to identify the niveis de degradacao ambiental.
Journal ArticleDOI
Oil spill detection based on texture analysis: how does feature importance matter in classification?
Rodrigo N. Vasconcelos,Carlos A. D. Lentini,André T. Cunha Lima,L. F. Mendonça,Garcia V. Miranda,Elaine Cristina Barbosa Cambui,Diego Pereira Costa,Soltan Galano Duverger,Mainara Biazati Gouveia,José Mário Lopes,Milton J. Porsani +10 more
TL;DR: In this paper , a new feature space assessment protocol for oil spill mapping using the Google Earth Engine (GEE) was presented, where the features evaluated from Gray Level Co-occurrence Matrix (GLCM) spectral and texture data were processed.
Journal ArticleDOI
Bibliometric analysis of surface water detection and mapping using remote sensing in South America
Rodrigo N. Vasconcelos,Diego Pereira Costa,Soltan Galano Duverger,Jocimara Souza Britto Lobão,Elaine Cristina Barbosa Cambui,Carlos A. D. Lentini,André Telles da Cunha Lima,Juliano Schirmbeck,Deorgia Tayane Mendes,Washington de Jesus Sant'Anna da Franca Rocha,Milton J. Porsani +10 more