Michelle Cristina Araújo Picoli

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Histogram Intersection

Earth Observation

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Comput. Electron. Agric.

Publications

Rolf Ezequiel O. Simões, Alber H. Sánchez, Michelle Cristina Araújo Picoli, Patrick Meyfroidt
The segmetric Package: Metrics for Assessing Segmentation Accuracy for Geospatial Data. R J. 15 (1) (2023)
Philippe Rufin, Adia Bey, Michelle Cristina Araújo Picoli, Patrick Meyfroidt
Large-area mapping of active cropland and short-term fallows in smallholder landscapes using PlanetScope data. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
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
Reply to Comment on "Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest". Remote. Sens. 13 (5) (2021)
Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara, Raúl Zurita-Milla, Ellen-Wien Augustijn
Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series. Remote. Sens. 13 (5) (2021)
Ana Cláudia dos Santos Luciano, Michelle Cristina Araújo Picoli, Daniel Garbellini Duft, Jansle Vieira Rocha, Manoel Regis Lima Verde Leal, Guerric le Maire
Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm. Comput. Electron. Agric. 184 (2021)
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
Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest. Remote. Sens. 12 (8) (2020)
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 Hamersson Sánchez, Jeferson S. Arcanjo, José Guilherme Fronza, Carlos Alberto Noronha, Raphael W. Costa, Matheus Cavassan Zaglia, Fabiana Zioti, Thales Sehn Körting, Anderson Reis Soares, Michel Eustáquio Dantas Chaves, Leila M. G. Fonseca
Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. Remote. Sens. 12 (24) (2020)
Michel Eustáquio Dantas Chaves, Michelle Cristina Araújo Picoli, Ieda Del'Arco Sanches
Recent Applications of Landsat 8/OLI and Sentinel-2/MSI for Land Use and Land Cover Mapping: A Systematic Review. Remote. Sens. 12 (18) (2020)
Adeline Marinho Maciel, Gilberto Câmara, Lúbia Vinhas, Michelle Cristina Araújo Picoli, Rodrigo Anzolin Begotti, Luiz Fernando Ferreira Gomes de Assis
A spatiotemporal calculus for reasoning about land-use trajectories. Int. J. Geogr. Inf. Sci. 33 (1) (2019)
Alber Hamersson Sánchez, Michelle Cristina Araújo Picoli, Pedro Ribeiro de Andrade, Rolf Ezequiel O. Simões, Lorena A. Santos, Michel Chaves, Rodrigo Anzolin Begotti, Gilberto Câmara
Land Cover Classifications of Clear-cut Deforestation Using Deep Learning. GEOINFO (2019)
Karine Reis Ferreira, Lorena A. Santos, Michelle Cristina Araújo Picoli
Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring. MACLEAN@PKDD/ECML (2019)
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
A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara
Self-Organizing Maps in Earth Observation Data Cubes Analysis. WSOM+ (2019)
Adeline M. Maciel, Lúbia Vinhas, Gilberto Câmara, Michelle Cristina Araújo Picoli, Rodrigo Anzolin Begotti
An Interval-Based Approach for Reasoning About Land use Change Trajectories. IGARSS (2018)