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ORCIDMichelle C. A. Picoli
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Journal Articles
- 2024
[j11]Michelle C. A. Picoli
, Kenny Helsen:
Remote Sensing Framework for Evaluating Forest Landscape Restoration Projects: Enhancing Accuracy and Effectiveness. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- 2023
- [j10]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): 159-172 (2023) - 2022
- [j9]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: 102937 (2022) - 2021
- [j8]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: 106063 (2021) - [j7]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): 974 (2021) - [j6]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): 1028 (2021) - 2020
- [j5]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): 1284 (2020) - [j4]Michel E. D. 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): 3062 (2020) - [j3]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:
Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. Remote. Sens. 12(24): 4033 (2020) - 2019
- [j2]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: 127-136 (2019) - [j1]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): 176-192 (2019)
Conference and Workshop Papers
- 2023
- [c6]Michelle C. A. Picoli, Kenny Helsen, Haggai Mulenga:
Zambia Land Use and Land Cover Field Data Set. GEOINFO 2023: 412-417 - [c5]Alber H. Sánchez, Michelle C. A. Picoli, Rolf Ezequiel O. Simões:
Avaliação de Segmentações de Imagens de Observação da Terra Com R. GEOINFO 2023: 430-435 - 2019
- [c4]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:
Land Cover Classifications of Clear-cut Deforestation Using Deep Learning. GEOINFO 2019: 48-56 - [c3]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 - [c2]Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara:
Self-Organizing Maps in Earth Observation Data Cubes Analysis. WSOM+ 2019: 70-79 - 2018
- [c1]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: 1958-1961
Coauthor Index
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