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Lorena A. Santos
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Journal Articles
- 2022
- [j4]Fabiana Zioti
, Karine Reis Ferreira
, Gilberto Ribeiro de Queiroz, Alana Kasahara Neves
, Felipe M. Carlos, Felipe Carvalho de Souza, Lorena A. Santos, Rolf Ezequiel O. Simões:
A platform for land use and land cover data integration and trajectory analysis. Int. J. Appl. Earth Obs. Geoinformation 106: 102655 (2022) - 2021
- [j3]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) - [j2]Rolf Ezequiel O. Simões, Gilberto Câmara
, Gilberto Ribeiro de Queiroz, Felipe Souza, Pedro Ribeiro de Andrade
, Lorena A. Santos
, Alexandre Carvalho
, Karine Reis Ferreira
:
Satellite Image Time Series Analysis for Big Earth Observation Data. Remote. Sens. 13(13): 2428 (2021) - 2020
- [j1]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)
Conference and Workshop Papers
- 2020
- [c7]Rodrigo de Sales da Silva Adeu, Karine Reis Ferreira, Pedro Ribeiro de Andrade, Lorena A. Santos:
Assessing Satellite Image Time Series Clustering Using Growing SOM. ICCSA (5) 2020: 270-282 - 2019
- [c6]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 - [c5]Rodrigo de Sales da Silva Adeu, Karine Reis Ferreira, Pedro Ribeiro de Andrade, Lorena A. Santos:
Evaluating Growing Self-Organizing Maps for Satellite Image Time Series Clustering. GEOINFO 2019: 243-248 - [c4]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 - [c3]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 - 2017
- [c2]Lorena A. Santos, Rolf Ezequiel O. Simões, Karine Reis Ferreira
, Gilberto Ribeiro de Queiroz, Gilberto Câmara, Rafael D. C. Santos
:
Clustering Methods to Asses Land Cover Samples of MODIS Vegetation Indexes Time Series. ICCSA (6) 2017: 662-673 - 2016
- [c1]Lorena A. Santos, Karine Reis Ferreira, Gilberto Ribeiro de Queiroz, Lúbia Vinhas:
Spatiotemporal data representation in R. GEOINFO 2016: 178-191
Informal and Other Publications
- 2022
- [i1]Rolf Ezequiel O. Simões, Gilberto Câmara, Gilberto Ribeiro de Queiroz, Felipe Souza, Pedro Ribeiro de Andrade, Lorena A. Santos, Alexandre Carvalho, Karine Reis Ferreira:
Satellite Image Time Series Analysis for Big Earth Observation Data. CoRR abs/2204.11301 (2022)
Coauthor Index
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