Michelle Cristina Araújo Picoli

14 papers C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
The segmetric Package: Metrics for Assessing Segmentation Accuracy for Geospatial Data.
R J.
Rolf Ezequiel O. Simões, Alber H. Sánchez, Michelle Cristina Araújo Picoli, Patrick Meyfroidt
2022 J jnl
Large-area mapping of active cropland and short-term fallows in smallholder landscapes using PlanetScope data.
Int. J. Appl. Earth Obs. Geoinformation
Philippe Rufin, Adia Bey, Michelle Cristina Araújo Picoli, Patrick Meyfroidt
2021 J jnl
Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm.
Comput. Electron. Agric.
Ana Cláudia dos Santos Luciano, Michelle Cristina Araújo Picoli, Daniel Garbellini Duft, Jansle Vieira Rocha, Manoel Regis Lima Verde Leal, Guerric le Maire
2021 J jnl
Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series.
Remote. Sens.
Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara, Raúl Zurita-Milla, Ellen-Wien Augustijn
2021 J jnl
Reply to Comment on "Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest".
Remote. Sens.
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
2020 J jnl
Comparison of Cloud Cover Detection Algorithms on Sentinel-2 Images of the Amazon Tropical Forest.
Remote. Sens.
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
2020 J jnl
Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products.
Remote. Sens.
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, José Guilherme Fronza, Carlos Alberto Noronha, Raphael W. Costa, Matheus Cavassan Zaglia, Fabiana Zioti, Thales Sehn Körting, Anderson Reis Soares, Michel E. D. Chaves, Leila M. G. Fonseca
2020 J jnl
Recent Applications of Landsat 8/OLI and Sentinel-2/MSI for Land Use and Land Cover Mapping: A Systematic Review.
Remote. Sens.
Michel E. D. Chaves, Michelle Cristina Araújo Picoli, Ieda Del'Arco Sanches
2019 J jnl
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
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
2019 J jnl
A spatiotemporal calculus for reasoning about land-use trajectories.
Int. J. Geogr. Inf. Sci.
Adeline Marinho Maciel, Gilberto Câmara, Lúbia Vinhas, Michelle Cristina Araújo Picoli, Rodrigo Anzolin Begotti, Luiz Fernando Ferreira Gomes de Assis
2019 — conf
Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring.
MACLEAN@PKDD/ECML
Karine Reis Ferreira, Lorena A. Santos, Michelle Cristina Araújo Picoli
2019 — conf
Land Cover Classifications of Clear-cut Deforestation Using Deep Learning.
GEOINFO
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
2019 — conf
Self-Organizing Maps in Earth Observation Data Cubes Analysis.
WSOM+
Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara
2018 C conf
An Interval-Based Approach for Reasoning About Land use Change Trajectories.
IGARSS
Adeline M. Maciel, Lúbia Vinhas, Gilberto Câmara, Michelle Cristina Araújo Picoli, Rodrigo Anzolin Begotti