Lorena A. Santos

According to our database, Lorena A. Santos authored at least 11 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A platform for land use and land cover data integration and trajectory analysis.

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

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Satellite Image Time Series Analysis for Big Earth Observation Data.

Rolf Ezequiel O. Simões, Gilberto Câmara, Gilberto Ribeiro de Queiroz, Felipe Souza, Pedro Ribeiro de Andrade, Lorena A. Santos, Alexandre Carvalho, Karine Reis Ferreira

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

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, 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

Remote. Sens., 2020

Assessing Satellite Image Time Series Clustering Using Growing SOM.

Rodrigo de Sales da Silva Adeu, Karine Reis Ferreira, Pedro Ribeiro de Andrade, Lorena A. Santos

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019

Self-Organizing Maps in Earth Observation Data Cubes Analysis.

Lorena A. Santos, Karine Reis Ferreira, Michelle Cristina Araújo Picoli, Gilberto Câmara

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 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

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), 2019

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

Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

Evaluating Growing Self-Organizing Maps for Satellite Image Time Series Clustering.

Rodrigo de Sales da Silva Adeu, Karine Reis Ferreira, Pedro Ribeiro de Andrade, Lorena A. Santos

Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

2017

Clustering Methods to Asses Land Cover Samples of MODIS Vegetation Indexes Time Series.

Lorena A. Santos, Rolf Ezequiel O. Simões, Karine Reis Ferreira, Gilberto Ribeiro de Queiroz, Gilberto Câmara, Rafael D. C. Santos

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016

Spatiotemporal data representation in R.

Lorena A. Santos, Karine Reis Ferreira, Gilberto Ribeiro de Queiroz, Lúbia Vinhas

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016