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Lorena Alves Santos
Lorena Alves Santos
Brazilian Institute for Space Research
E-mail confirmado em inpe.br
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Earth observation data cubes for Brazil: Requirements, methodology and products
KR Ferreira, GR Queiroz, L Vinhas, RFB Marujo, REO Simoes, MCA Picoli, ...
Remote Sensing 12 (24), 4033, 2020
662020
Satellite image time series analysis for big earth observation data
R Simoes, G Camara, G Queiroz, F Souza, PR Andrade, L Santos, ...
Remote Sensing 13 (13), 2428, 2021
572021
Land use and cover maps for Mato Grosso State in Brazil from 2001 to 2017
R Simoes, MCA Picoli, G Camara, A Maciel, L Santos, PR Andrade, ...
Scientific Data 7 (1), 34, 2020
472020
Quality control and class noise reduction of satellite image time series
LA Santos, KR Ferreira, G Camara, MCA Picoli, RE Simoes
ISPRS Journal of Photogrammetry and Remote Sensing 177, 75-88, 2021
302021
CBERS data cube: a powerful technology for mapping and monitoring Brazilian biomes
MCA Picoli, R Simoes, M Chaves, LA Santos, A Sanchez, A Soares, ...
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020
282020
Identifying spatiotemporal patterns in land use and cover samples from satellite image time series
LA Santos, K Ferreira, M Picoli, G Camara, R Zurita-Milla, EW Augustijn
Remote Sensing 13 (5), 974, 2021
172021
A platform for land use and land cover data integration and trajectory analysis
F Zioti, KR Ferreira, GR Queiroz, AK Neves, FM Carlos, FC Souza, ...
International Journal of Applied Earth Observation and Geoinformation 106 …, 2022
122022
Self-organizing maps in earth observation data cubes analysis
L Santos, KR Ferreira, M Picoli, G Camara
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering …, 2020
112020
Land cover change maps for Mato Grosso state in Brazil: 2001–2017 (version 3)
G Câmara, M Picoli, A Maciel, R Simoes, L Santos, PR Andrade, ...
Links to Files, Supplement to: Picoli, Michelle, 328-339, 2019
72019
Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring.
KR Ferreira, LA Santos, MCA Picoli
MACLEAN@ PKDD/ECML, 2019
42019
Land Cover Classifications of Clear-cut Deforestation Using Deep Learning.
AH Sánchez, MCA Picoli, PR de Andrade, REO Simões, LA Santos, ...
GEOINFO, 48-56, 2019
32019
Agricultural production gains in Brazilian commodity hotspot: Case study state of Mato Grosso
MCA Picoli, A Maciel, R Simões, LA Santos, I Sanches
Proceedings of the XIX Brazilian Symposium on Remote Sensing, Santos, Brazil …, 2019
12019
Spatiotemporal Segmentation of Satellite Image Time Series Using Self-Organizing Map
BLC Silva, FC Souza, KR Ferreira, GR Queiroz, LA Santos
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022
2022
Satellite Image Time Series Analysis for Big Earth Observation Data. Remote Sens. 2021, 13, 2428
R Simoes, G Camara, G Queiroz, F Souza, PR Andrade, L Santos, ...
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021
2021
Assessing satellite image time series clustering using growing SOM
RS da Silva Adeu, KR Ferreira, PR Andrade, L Santos
Computational Science and Its Applications–ICCSA 2020: 20th International …, 2020
2020
Clustering methods to asses land cover samples of MODIS vegetation indexes time series
LA Santos, REO Simoes, KR Ferreira, GR de Queiroz, G Camara, ...
Computational Science and Its Applications–ICCSA 2017: 17th International …, 2017
2017
Spatiotemporal data representation in R.
LA Santos, KR Ferreira, GR de Queiroz, L Vinhas
GEOINFO, 178-191, 2016
2016
Evaluating Growing Self-Organizing Maps for Satellite Image Time Series Clustering
RSS Adeu, KR Ferreira, PR Andrade, L Santos
GEOINFO, 20 Years After!, 243, 0
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