Imazon

Case Study: IMAZON (slides) English Español Português

Carlos M. Souza Jr.

Case study Introductory Educational materials South America Forests Land Use Supervised Learning

Landsat sub-pixel land cover dynamics in the Brazilian Amazon

Carlos M. Souza Jr.; Luis A. Oliveira; Jailson S. de Souza Filho; Bruno G. Ferreira; Antônio V. Fonseca; João V. Siqueira

Journal article Intermediate Research South America Forests Land Use Supervised Learning

Mapping Roads in the Brazilian Amazon with Artificial Intelligence and Sentinel-2

Jonas Botelho, Jr.; Stefany C. P. Costa; Júlia G. Ribeiro; Carlos M. Souza Jr.

Journal article Intermediate Research South America Forests Land Use Supervised Learning

Explosive growth of secondary roads is linked to widespread tropical deforestation

Jayden E. Engert; Carlos M. Souza Jr.; Fritz Kleinschroth; Diego Juffe Bignoli; Stefany C. P. Costa; Jonas Botelho, Jr.; F. Yoko Ishida; Ilyas Nursamsi; William F. Laurance

Journal article Intermediate Research South America Forests Land Use Supervised Learning

AI-based Validation of Deforestation Using High-Resolution Satellite Imagery in the Brazilian Amazon

Zhihao Wang; Zhili Li; Yiqun Xie; Carlos Souza Jr.; Jailson Soares Souza Filho; Stefany Pinheiro

Conference paper Intermediate Research South America Forests Land Use Supervised Learning

Mapping Selective Logging in the Amazon with Artificial Intelligence and Sentinel-2

Jailson S. de Souza Filho; Camila da S. Damasceno; Dalton R. Ruy Secco Cardoso; Carlos M. Souza Jr.

Journal article Intermediate Research South America Forests Land Use Supervised Learning

Mapping the limits to timber traceability at origin: The case of Pará, Brazil

Caroline S.S. Franca; U. Martin Persson; Dalton R.R.S. Cardoso; Camila Damasceno; Robert S. Ward; Carlos M. Souza Jr.

Journal article Intermediate Research South America Forests Land Use Supervised Learning

PrevisIA deforestation risk map

IMAZON

Web application Intermediate NGO/non-profit South America Land Use Forests Fire Agriculture & Food Supervised Learning