An Interval-Based Approach for Reasoning About Land use Change Trajectories. - Adeline M. Maciel; Lúbia Vinhas; Gilberto Câmara; Michelle Cristina Araújo Picoli; Rodrigo Anzolin Begotti (IGARSS, 2018)

Land Cover Classifications of Clear-cut Deforestation Using Deep Learning. - Alber H. Sánchez; Michelle Cristina Araújo Picoli; Pedro Ribeiro de Andrade; Rolf Ezequiel O. Simões; Lorena A. Santos; Michel E. D. Chaves; Rodrigo Anzolin Begotti; Gilberto Câmara (GEOINFO, 2019)

Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring. - Karine Reis Ferreira; Lorena A. Santos; Michelle Cristina Araújo Picoli (MACLEAN@PKDD/ECML, 2019)

Self-Organizing Maps in Earth Observation Data Cubes Analysis. - Lorena A. Santos; Karine Reis Ferreira; Michelle Cristina Araújo Picoli; Gilberto Câmara (WSOM+, 2019)

A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm. - Ana Cláudia dos Santos Luciano; Michelle Cristina Araújo Picoli; Jansle Vieira Rocha; Daniel Garbellini Duft; Rubens Augusto Camargo Lamparelli; Manoel Regis Lima Verde Leal; Guerric le Maire (Int. J. Appl. Earth Obs. Geoinformation, 2019)

A spatiotemporal calculus for reasoning about land-use trajectories. - Adeline Marinho Maciel; Gilberto Câmara; Lúbia Vinhas; Michelle Cristina Araújo Picoli; Rodrigo Anzolin Begotti; Luiz Fernando Ferreira Gomes de Assis (Int. J. Geogr. Inf. Sci., 2019)

Recent Applications of Landsat 8/OLI and Sentinel-2/MSI for Land Use and Land Cover Mapping: A Systematic Review. - Michel E. D. Chaves; Michelle Cristina Araújo Picoli; Ieda Del'Arco Sanches (Remote. Sens., 2020)

Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. - Karine Reis Ferreira; Gilberto Ribeiro de Queiroz; Lúbia Vinhas; Rennan F. B. Marujo; Rolf Ezequiel O. Simões; Michelle Cristina Araújo Picoli; Gilberto Câmara; Ricardo Cartaxo; Vitor Conrado Faria Gomes; Lorena A. Santos; Alber H. Sánchez; Jeferson S. Arcanjo; et al. (Remote. Sens., 2020)

Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest. - Alber Hamersson Sánchez; Michelle Cristina Araújo Picoli; Gilberto Câmara; Pedro Ribeiro de Andrade Neto; Michel Eustáquio Dantas Chaves; Sarah Lechler; Anderson Reis Soares; Rennan F. B. Marujo; Rolf Ezequiel O. Simões; Karine Reis Ferreira; Gilberto Ribeiro de Queiroz (Remote. Sens., 2020)

Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm. - Ana Cláudia dos Santos Luciano; Michelle Cristina Araújo Picoli; Daniel Garbellini Duft; Jansle Vieira Rocha; Manoel Regis Lima Verde Leal; Guerric le Maire (Comput. Electron. Agric., 2021)

Reply to Comment on "Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest". - Alber Hamersson Sánchez; Michelle Cristina Araújo Picoli; Gilberto Câmara; Pedro Ribeiro de Andrade; Michel Eustáquio Dantas Chaves; Sarah Lechler; Anderson Reis Soares; Rennan F. B. Marujo; Rolf Ezequiel O. Simões; Karine Reis Ferreira; Gilberto Ribeiro de Queiroz (Remote. Sens., 2021)

Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series. - Lorena A. Santos; Karine Reis Ferreira; Michelle Cristina Araújo Picoli; Gilberto Câmara; Raúl Zurita-Milla; Ellen-Wien Augustijn (Remote. Sens., 2021)

Large-area mapping of active cropland and short-term fallows in smallholder landscapes using PlanetScope data. - Philippe Rufin; Adia Bey; Michelle Cristina Araújo Picoli; Patrick Meyfroidt (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Zambia Land Use and Land Cover Field Data Set. - Michelle C. A. Picoli; Kenny Helsen; Haggai Mulenga (GEOINFO, 2023)

Avaliação de Segmentações de Imagens de Observação da Terra Com R. - Alber H. Sánchez; Michelle C. A. Picoli; Rolf Ezequiel O. Simões (GEOINFO, 2023)

The segmetric Package: Metrics for Assessing Segmentation Accuracy for Geospatial Data. - Rolf Ezequiel O. Simões; Alber H. Sánchez; Michelle Cristina Araújo Picoli; Patrick Meyfroidt (R J., 2023)

Remote Sensing Framework for Evaluating Forest Landscape Restoration Projects: Enhancing Accuracy and Effectiveness. - Michelle C. A. Picoli; Kenny Helsen (IEEE Geosci. Remote. Sens. Lett., 2024)