Peer-Reviewed Papers in International Scientific Conferences

Self-Organizing Maps in Earth Observation Data Cubes Analysis.
Lorena Santos, Karine Ferreira, Michelle Picoli, Gilberto Camara.
13th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+ 2019), Barcelona, Spain, June 26-28, 2019.

Clustering Methods to Asses Land Cover Samples of MODIS Vegetation Indexes Time Series.
Lorena Santos, Rolf Simoes, Karine Ferreira, Gilberto Queiroz, Gilberto Camara, Rafael Santos.
17th International Conference on Computational Science and Applications (ICCSA 2017), Lecture Notes in Computer Science LNCS 10409, pp. 662-673, 2017.

The e-Sensing architecture for big Earth observation data analysis.
Gilberto Camara, Gilberto Queiroz, Lubia Vinhas, Karine Ferreira, Ricardo Cartaxo, Rolf Simoes, Eduardo Llapa, Luiz Assis, Alber Sanchez.
Proceedings of the 2017 conference on Big Data from Space (BiDS 17), Toulouse, France, December 2017.

LEM Benchmark Database for Tropical Agricultural Remote Sensing Applications.
Ieda Sanches, Raul Feitosa, et al..
ISPRS Symposium - Innovative Sensing - From Sensors to Methods and Applications, October 2018, Karlsruhe, Germany.

Big earth observation data analytics: matching algorithms with system architectures.
Gilberto Camara, Luiz Fernando Assis, Gilberto Queiroz, Karine Ferreira, Eduardo Llapa, Lubia Vinhas.
5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data - BigSpatial '16, Burlingname, USA, November 2016.

A Method to Estimate Temporal Interaction in a Conditional Random Field Based Approach For Crop Recognition.
P. Diaz, Raul Feitosa, Ieda Sanches, Gilson Costa.
XXIII ISPRS Congress, Prague 2016.

Improvement evaluation on ceramic roof extraction using WorldView-2 imagery and geographic data mining approach.
V. Brum-Bastos, Barbara Ribeiro, Carolina Pinho, Thales Korting, Leila Fonseca.
XXIII ISPRS Congress, Prague, 2016.

Using Landsat 8 image time series for crop mapping in a region of Cerrado, Brazil.
Hugo Bendini, Ieda Sanches, Thales Korting, Leila Fonseca, Alfredo Luiz, Antonio Formaggio.
XXIII ISPRS Congress, Prague 2016.

Using dynamic geospatial ontologies to support information extraction from big earth observation data sets.
Gilberto Camara, Adeline Maciel, Victor Maus, Lubia Vinhas, and Alber Sanchez.
Ninth International Conference on Geographic Information Science (GIScience 2016), Montreal, CA, 2016.

How to effectively obtain metadata from remote sensing big data?.
Thales Korting, Laercio Namikawa, Leila Fonseca, Carlos Felgueiras.
GEOBIA 2016: Solutions and Synergies, Enschede, Netherlands.

First experiments using the Image Foresting Transform (IFT) algorithm for segmentation of remote sensing imagery.
Anderson Soares, Thales Korting, Leila Fonseca.
GEOBIA 2016 Solutions and Synergies, Enschede, Netherlands.

Detecting Atlantic forest patches applying GEOBIA and Data Mining techniques.
Cesare Girolamo, A. Pessoa, Thales Korting, Leila Fonseca.
GEOBIA 2016: Solutions and Synergies, Enschede, Netherlands.

Classifying grasslands and cultivated pastures in the Brazilian Cerrado using support vector machines, multilayer perceptrons and autoencoders.
Wanderson Costa, Leila Fonseca, Thales Korting.
11th International Conference in Machine Learning, MLDM, Hamburg, 2015.

Peer-Reviewed Papers in Brazilian Scientific Conferences

TerraBrasilis: A Spatial Data Infrastructure for Disseminating Deforestation Data from Brazil.
Luiz Assis, Karine Ferreira, Lubia Vinhas, Luis Maurano, Claudio Almeida, Jether Nascimento, Andre Carvalho, Claudinei Camargo, Adeline Maciel.
XIX Simposio Brasileiro de Sensoriamento Remoto, Santos 2019.

Um ambiente para acesso e analise de trajetorias de uso e cobertura da Terra.
Flavio Zioti, Vitor Gomes, Eduardo Llapa, Gilberto Queiroz, Karine Ferreira.
XIX Simposio Brasileiro de Sensoriamento Remoto, Santos 2019.

Metodologia para classificacao subpixel de imagens MODIS com base em classificacao de imagem de maior resolucao.
N. Moreira, Thales Korting, Luciano Dutra, Emiliano Castejon, Egidio Arai.
XIX Brazilian Symposium on GeoInformatics, Campina Grande 2018.,

VGI Protocol and Web Service for Historical Data Management.
R. Mariano, Karine Ferreira, L. Ferla.
XIX Brazilian Symposium on GeoInformatics, Campina Grande 2018.,

Um ambiente para analise exploratoria de grandes volumes de dados geoespaciais: explorando risco de fogo e focos de queimadas.
Vitor Gomes, Gilberto Queiroz, Karine Ferreira, Luciane Sato, Rafael Santos, Fabiano Morelli.
18o. Simposio Brasileiro de Geoinformatica, GEOINFO 2017, Salvador, 04-06 dez. 2017.

TerraClass x MapBiomas: Comparative assessment of legend and mapping agreement analysis.
Alana Neves, Thales Korting, Leila Fonseca, Gilberto Queiroz, Lubia Vinhas, Karine Ferreira, Isabel Escada.
18o. Simposio Brasileiro de Geoinformatica, GEOINFO 2017, Salvador, 04-06 dez. 2017.

Segmentation of optical remote sensing images for detecting homogeneous regions in space and time.
Wanderson Costa, Leila Fonseca, Thales Korting, Margareth Simoes, Hugo Bendini, Ricardo Souza.
18o. Simposio Brasileiro de Geoinformatica", GEOINFO 2017, Salvador, 04-06 dez. 2017.

Spectral normalization between Landsat-8/OLI, Landsat- 7/ETM+ and CBERS-4/MUX bands through linear regression and spectral unmixing.
Rennan Marujo, Leila Fonseca, Thales Korting, Hugo Bendini.
18o. Simposio Brasileiro de Geoinformatica, GEOINFO 2017, Salvador, 04-06 dez. 2017.

Simultaneous multi-source and multi-temporal land cover classification using a Compound Maximum Likelihood classifier.
Mariane Reis, Luciano Dutra, Isabel Escada.
18o. Simposio Brasileiro de Geoinformatica, GEOINFO 2017, Salvador, 04-06 dez. 2017.

Reproducible geospatial data science: Exploratory Data Analysis using collaborative analysis environments.
Alber Sanchez, Lubia Vinhas, Gilberto Queiroz, Rolf Simoes, Vitor Gomes, Luiz Assis, Eduardo Llapa, Gilberto Camara.
18o. Simposio Brasileiro de Geoinformatica, GEOINFO 2017, Salvador, 04-06 dez. 2017.

STILF - A spatiotemporal interval logic formalism for reasoning about events in remote sensing data.
Adeline Maciel, Lubia Vinhas, Gilberto Camara, Victor Maus, Luiz Assis.
18o. Simposio Brasileiro de Sensoriamento Remoto, SBSR 2017, Santos, 28-31 maio 2017.

Time series classification using features extraction to identification of land use and land cover: A case study in the municipality of Itaqui, South Region of Brazil.
Adeline Maciel, Lubia Vinhas.
18o. Simposio Brasileiro de Sensoriamento Remoto, SBSR 2017, Santos, 28-31 maio 2017.

Exploring the OpenSearch extension to disseminate Earth Observation Data.
Lubia Vinhas, Matheus Zaglia.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Evaluation of smoothing methods on Landsat-8 EVI time series for crop classification based on phenological parameters.
Hugo Bendini, Leila Fonseca, Thales Korting, Ieda Sanches, Rennan Marujo.
XVIII Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Spatio-temporal Conditional Random Fields for recognition of sub-tropical crop types from multi-temporal images.
Pedro Diaz, Raul Feitosa, Franz Rottensteiner, Ieda Sanches, Christian Heipke.
XVIII Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Mapeamento automatico da expansao da agricultura anual no MATOPIBA entre 2002 e 2015 utilizando a plataforma Google Earth Engine.
Julio Guerra, Bruno Schultz, Ieda Sanches.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Mudanca no uso da terra pela agricultura brasileira de 1990 a 2014.
Alfredo Luiz, Ieda Sanches, Marcos Neves.
XVIII Simposio Brasileiro de Sensoriamento Remoto - SBSR, Santos 2017.

Variabilidade espacial da fertilidade, carbono e nitrogenio do solo em areas de pastagem e cana-de-acucar no estado de Sao Paulo.
Rodolfo Manjolin, Celia Grego, Sandra Nogueira, Gustavo Bayma-Silva, Kleber Trabaquim, Ieda Sanches.
XVIII Simposio Brasileiro de Sensoriamento Remoto - SBSR, Santos 2017.

Analise da variabilidade espectro-temporal intraespecifica do milho.
Bruno Montibeller, Alfredo Luiz, Ieda Sanches, Hilton Silveira.
XVIII Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Analise da cobertura de nuvens no nordeste do Brasil e seus impactos no sensoriamento remoto agricola operacional.
Hilton Silveira, Isaque Eberhardt, Ieda Sanches, Lenio Galvao.
XVIII Simposio Brasileiro de Sensoriamento Remoto - SBSR, Santos 2017.

Avaliacao espaco-temporal da cultura da cana-de-acucar no oeste paulista.
Kleber Trabaquini, Gustavo Silva, Ieda Sanches, Sandra Nogueira, Denilson Dortzbach.
XVIII Simposio Brasileiro de Sensoriamento Remoto - SBSR, Santos 2017.

A Comparative Analysis of Deep Learning Techniques for Sub-Tropical Crop Types Recognition from Multitemporal Optical/SAR Image Sequences.
Jose Bermudez, Raul Feitosa, Laura Cue, Pedro Diaz, Ieda Sanches.
30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2017.

Evaluation of Recurrent Neural Networks for Crop Recognition from Multitemporal Remote Sensing Images.
Jose Bermudez, Pedro Diaz, Ieda Sanches, Laura Cue, Raul Feitosa.
In: XXVII Congresso Brasileiro de Cartografia, Rio de Janeiro 2017.

A Comparative Analysis of Deep Learning Techniques for Crop Type Recognition in Temperate and Tropical Regions From Multitemporal SAR Image Sequences.
Laura Cue, Jose Bermudez, Pedro Diaz, Ieda Sanches, P. Happ, Raul Feitosa.
Congresso Brasileiro de Cartografia, Rio de Janeiro 2017.

A multitemporal approach for land use mapping using Bayesian Networks.
Alexsandro Silva, Leila Fonseca, Thales Korting.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Application of the Linear Spectral Mixture Model in vegetation change detection based on the Green Vegetation Index.
Aindomar Silva, Catherine Almeida, Natalia Wiederkehr, Renata Ribeiro, Thales Korting.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

CBERS-4/MUX automatic detection of clouds and cloud shadows using decision trees.
Rennan Marujo, Leila Fonseca, Thales Korting, Rafael Santos, Hugo Bendini.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Data mining applied to temporal dynamics of deforestation pattern: a study case in Southern Amazon forest, Brazil.
Mikhaela Pletsch, Thales Korting, Isabel Escada, Sacha Siani.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017. ,

Desafios na classificacao automatica de fitofisionomias do Cerrado brasileiro com base em mapas de referencia na escala 1:250.000.
Cesare Girolamo Neto, Leila Fonseca, Dalton Valeriano, Alana Neves, Thales Korting.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Deteccao de mudancas e analise de padroes de expansao agricola na Amazonia mato-grossense.
Thales Penha, Isabel Escada, Leila Fonseca, Thales Korting.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Inferencia fuzzy na analise de vulnerabilidade de fragmentos florestais na Amazonia mato-grossense.
Thales Penha, Leila Fonseca, Thales Korting.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Mineracao de dados de sensoriamento remoto para deteccao e classificacao de areas de pastagem na Amazonia Legal.
Alana Neves, Thales Korting, Cesare Girolamo Neto, Leila Fonseca.
18o. Simposio Brasileiro de Sensoriamento Remoto, Santos 2017.

Cicatrizes de queimadas e padroes de mudancas de uso e cobertura da terra no sudoeste do estado do Para, Brasil.
Souza, G. M., Vinicius Capanema, Isabel Escada.
18o. Simposio brasileiro de Sensoriamento Remoto, Santos 2017.

Geracao de um Indicador Espacial de Suscetibilidade a Degradacao Florestal.
Vinicius Capanema, Isabel Escada. Degradacao Florestal na Amazonia.
18o. Simposio brasileiro de Sensoriamento Remoto, Santos 2017.

Desmatamento da Amazonia: O DETER pode ser utilizado como preditor das taxas anuais de desmatamento geradas pelo PRODES?.
Luiz Maurano, Isabel Escada, Camilo Renno.
18o. Simposio brasileiro de Sensoriamento Remoto, Santos 2017.

Harmonizacao de legendas formalizadas em Land Cover Meta Language-LCML.
Mariane Reis, Isabel Escada, Luciano Dutra, Sidney Sananna.
18o. Simposio brasileiro de Sensoriamento Remoto, Santos 2017.

O papel da fragmentacao e do efeito de borda na ocorrencia e intensidade de incendios florestais na Amazonia.
C. Silva Junior, Luiz Aragao, Liana Anderson, Isabel Escada.
18o. Simposio brasileiro de Sensoriamento Remoto, Santos 2017.

Big data streaming for remote sensing time series analytics using MapReduce.
Luiz Assis, Gilberto Queiroz, Karine Ferreira, Lubia Vinhas, Eduardo Llapa, Alber Sanchez, Victor Maus, Gilberto Camara.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, SP, Brazil, 2016.

Assessment of a Multi-Sensor Approach for Noise Removal on Landsat-8 OLI Time Series Using CBERS-4 MUX Data to Improve Crop Classification Based on Phenological Features.
Hugo Bendini, Leila fonseca, Thales Korting, Renan marujo, Ieda Sanches, Jefferson Arcanjo.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, SP, Brazil, 2016.

Assessment of texture features for Brazilian savanna classication: a case study in Brasilia National Park.
Cesare Girolamo, Thales Korting, Leila Fonseca.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, SP, Brazil, 2016.

Gerenciamento de nuvem de pontos em SGBD: avaliando a extensao PointCloud para PostgreSQL.
Vitor Gomes, Luciane Sato, Gilberto Queiroz, Lubia Vinhas, Karine Ferreira.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, SP, Brazil, 2016.

Spatiotemporal data representation in R.
Lorena Santos, Karine Ferreira, Gilberto Queiroz, Lubia Vinhas.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, SP, Brazil, 2016.

Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado.
Alexandro Silva, Leila Fonseca, Thales Korting.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, Brazil, 2016.

PostGIS-T: towards a spatiotemporal PostgreSQL database extension.
Rolf Simoes, Gilberto Queiroz, Karine Ferreira, Lubia Vinhas, Gilberto Camara.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, Brazil, 2016.

Web Services for Big Earth observation data.
Lubia Vinhas, Gilberto Queiroz, Karine Ferreira, and Gilberto Camara.
XVIII GEOINFO (Brazilian Symposium on Geoinformatics), Campos do Jordao, Brazil, 2016.

Estatistica zonal de imagens de sensoriamento remoto armazenadas em banco de dados NoSQL.
Adeline Maciel, Lubia Vinhas, Gilberto Camara.
30th Brazilian Database Symposium (SBBD), Petropolis, 2015.

Towards a spatial data infraestructure for big spatiotemporal data sets.
Karine Ferreira, Gilberto Queiroz, Lubia Vinhas, Gilberto Camara, Luiz Maurano, Ricardo Souza, Alber Sanchez.
17th Brazilian Symposium on Remote Sensing (SBSR), 2015.

WTSS: um servico web para extracao de series temporais de imagens de sensoriamento remoto.
Gilberto Queiroz, Karine Ferreira, Lubia Vinhas, Gilberto Camara, Raphael Costa, Ricardo Souza, Alber Sanchez.
17th Brazilian Symposium on Remote Sensing, 2015.

Combining time series features and data mining to detect land cover patterns: a case study in Northern Mato Grosso State, Brazil.
Alana Neves, Hugo Bendini, Thales Korting, Leila Fonseca.
XVI Brazilian Symposium on GeoInformatics, Campos do Jordao, 2015.

Dynamic time warping applied to spatiotemporal agriculture mapping in the Brazilian Amazon.
Victor Maus, Gilberto Camara, Ricardo Cartaxo, Fernando Ramos.
36th International Symposium on Remote Sensing of Environment, Berlin, 2015.

Land use mapping in the Brazilian Amazon with remote sensing time series.
Victor Maus, Gilberto Camara, Ricardo Cartaxo, Fernando Ramos.
35th EARSeL Symposium & 2nd Workshops on Temporal Analysis of Satellite Images, Stockholm. 2015.

Gradientes de intensificacao do uso da terra: analise no entorno de comunidades ribeirinhas e de terra firme em Santarem e Belterra (PA) entre 1990 e 2010.
Anieli Souza, Isabel Escada, Miguel Monteiro.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015.

Effects of image fusion methods on sugarcane classification with Landsat-8 imagery.
Hugo Bendini, Cesare Di Girolamo, Thales Korting, Rennan Marujo, Kleber Trabaquini, Isaque Eberhardt, Ieda Sanches, Leila Fonseca.
17th Brazilian Symposium on Remote Sensing SBSR, Joao Pessoa, 2015.

Deteccao de areas agricolas em tempo quase real.
Isaque Eberhardt, Alfredo Luiz, Antonio Formaggio, Ieda Sanches.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa 2015.

Dinamica agricola em area de sobreposicao de orbitas adjacentes dos satelites Landsat.
Alfredo Luiz, Ieda Sanches, Kleber Trabaquini, Isaque Eberhardt, Antonio Formaggio.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015.

Utilizacao da sobreposicao de orbitas adjacentes do Landsat 8 como incremento de resolucao temporal para o estudo de ocorrencia de nuvens.
Rennan Marujo, Hugo Bendini, Cesare Di Girolamo, Kleber Trabaquini, Ieda Sanches, Isaque Eberhardt, Mauricio Moreira.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015.

Efeito topografico sobre dados TM/Landsat e impactos sobre indices de vegetacao.
Eder Moreira, Marcio Valeriano, Ieda Sanches, Antonio Formaggio.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015

Qualidade da classificacao automatica de imagens de sensoriamento remoto em trabalhos apresentados nas edicoes anteriores do SBSR.
Bruno Schultz, Alfredo Luiz, Ieda Sanches, Antonio Formaggio.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015.

Classificacao automatica de areas cafeeiras utilizando imagens de sensoriamento remoto e tecnicas de mineracao de dados.
Cesare Girolamo, Leila Fonseca, Thales Korting, Ieda Sanches, Isaque Eberhardt, Hugo Bendini, Rennan Marujo, Kleber Tranbaquini.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa, 2015.

Inteligencia Artificial como ferramenta para direcionar a expansao sustentavel da cana-de-acucar no Estado de Sao Paulo.
Alexsandro Costa, Marcio Mello, Leila Fonseca.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa 2015.

Redes Bayesianas no mapeamento de culturas de verao no Estado do Parana.
Alexsandro Costa, Marcio Mello, Leila Fonseca.
17th Brazilian Symposium on Remote Sensing, Joao Pessoa 2015.

Spectral indices and multi-temporal change image detection algorithms for burned area extraction in the Brazilian Cerrado.
Arturo Melchiori, Pietro Candido, Renata Libonati, Fabiano Morelli, Alberto Setzer, Silvia de Jesus, Leila Fonseca, Thales Korting.
XVII Simposio Brasileiro de Sensoriamento Remoto, Joao Pessoa 2015.

Um estudo experimental com classificadores baseados em regioes e perfis EVI.
David Barbosa, Alexandre Noma, Thales Korting, Leila Fonseca.
XVII Simposio Brasileiro de Sensoriamento Remoto, Joao Pessoa 2015.

Papers Presented in International Scientific Conferences

Machine Learning Techniques for Dense Satellite Image Time Series Analysis.
Rolf Simoes, Gilberto Camara, Alexandre Carvalho, Gilberto Queiroz.
2018 GEO Data Providers Workshop, Frascati, May 2018.


Image Processing Division


National Institute for Space Research - Brazil


São Paulo Research Foundation


FAPESP Research Program in eScience


IFGI/WWU