Papers in international indexed journals

dtwSat: Time-Weighted Dynamic Time Warping for Satellite Image Time Series Analysis in R.
Victor Maus, Gilberto Camara, Edzer Pebesma, Marius Appel.
Journal of Statistical Software, 88(5), 2019.

A spatiotemporal calculus for reasoning about land-use trajectories.
Adeline Maciel, Gilberto Camara, Lubia Vinhas, Michelle Picoli, Rodrigo Begotti, Luiz Assis.
Inter. Journal of Geographical Information Science, 33(1):176-192, 2019. DOI: 10.1080/13658816.2018.1520235.

Big Earth Observation Time Series Analysis for Monitoring Brazilian Agriculture.
Michelle Picoli, Gilberto Camara, Ieda Sanches, Rolf Simoes, Alexandre Carvalho, Adeline Maciel, Alexandre Coutinho, Julio Esquerdo, Joao Antunes, Rodrigo Begotti, Damien Arvor, Claudio Almeida.
ISPRS Journal of Photogrammetry and Remote Sensing, 145 (Nov):328-339, 2018.

Use of MSI/Sentinel-2 and airborne LiDAR data for mapping vegetation and studying the relationships with soil attributes in the Brazilian semi-arid region.
Hilton Silveira, Lenio Galvao, Ieda Sanches, Iedo Sa, Tatiana Taura.
International Journal of Applied Earth Observation and Geoinformation: 73 (Dec): 179-190, 2018.

Determination of changes in leaf and canopy spectra of plants grown in soils contaminated with petroleum hydrocarbons.
Salete Gurtler, Carlos Souza Filho, Ieda Sanches, M. Alves, W. Oliveira.
ISPRS Journal Of Photogrammetry and Remote Sensing, 146: 72-288, 2018.

Campo Verde Database: Seeking to Improve Agricultural Remote Sensing of Tropical Areas.
Ieda Sanches, Raul Feitosa, Pedro Dias, Marinalva Soares, Alfredo Luiz, Bruno Schultz.
IEEE Geoscience and Remote Sensing Letters, 15(3), 2018.

Land availability for sugarcane derived jet-biofuels in Sao Paulo - Brazil.
Denise Martini, Luiz Aragao, Ieda Sanches, Marcelo Galdos, Cinthia Silva, Eloi Dalla-Nora.
Land Use Policy v.70, p. 256-262, 2018.

Mapping croplands, cropping patterns, and crop types using MODIS time-series data.
Yoaliang Chen, Dengsheng Lu, Emilio Moran, Mateus Batistella, Luciano Dutra, Ieda Sanches, Ramon Silva, Jingfeng Huang, Alfredo Luiz, Maria Oliveira.
International Journal of Applied Earth Observation and Geoinformation, 69 (July), p.133-147, 2018.

Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series.
Wanderson Costa, Leila Fonseca, Thales Korting, Hugo Bendini, Ricardo Souza.
IEEE Geoscience and Remote Sensing Letters, v. 15, p. 1-5, 2018.

Towards a Reproducible LULC Hierarchical Class Legend for Use in the Southwest of Para State, Brazil: A Comparison with Remote Sensing Data-Driven Hierarchies.
Mariane Reis, Isabel Escada, Sidney Santanna, Nathan Vogt.
Remote Sensing, v. 9, p. 77, 2017.

Examining Multi-Legend Change Detection in Amazon with Pixel and Region Based Methods.
Mariane Reis, Luciano Dutra, Isabel Escada.
Remote Sensing, v. 9, p. 77, 2017.

Climate drivers of the Amazon forest greening.
Fabien Wagner, Bruno Herault, Vivien Rossi, Thomas Hilker, Eduardo Maeda, Alber Sanchez, Alexei Lyapustin, Lênio Galvao, Yujie Wang, Luiz Aragao.
PLOS One, 12(7): e0180932, 2017.

Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas.
Isaque Eberhardt, Bruno Schultz, Rodrigo Rizzi, Ieda  Sanches, et al.
Remote Sensing, vol.8(3), 2016.

Spatio-temporal change detection from multidimensional arrays: detecting deforestation from MODIS time series.
Meng Lu, Edzer Pebesma, Alber Sanchez, Jan Verbesselt.
ISPRS Journal of Photogrammetry and Remote Sensing, vol. 117, pp. 227-236, 2016.

A time-weighted dynamic time warping method for land use and land cover mapping.
Victor Maus, Gilberto Camara, Ricardo Cartaxo, Alber Sanchez, Fernando Ramos, Gilberto Queiroz.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(8): 3729-3739, 2016.

Forest Fragmentation in the Lower Amazon Floodplain: Implications for Biodiversity and Ecosystem Service Provision to Riverine Populations.
Vivian Reno, Evlyn Novo, Isabel Escada.
Remote Sensing, vol. 8, p.886, 2016.

Forest degradation associated with logging frontier expansion in the Amazon: the BR-163 region in Southwestern Pará, Brazil.
Taise Pinheiro, Isabel Escada, Dalton Valeriano, Patrick Hostert, Florian Gollnow.
Earth Interactions, 20(17):1-26, 2016.

DETER-B: the new Amazon near real-time deforestation detection system.
César Diniz, Arleson Souza, Diogo Santos, Miriam Dias, Nelton Luz, Douglas Moraes, Janaina Maia, Alessandra Gomes, Igor Narvaes, Dalton Valeriano, Luiz Maurano.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8(7): 3619-3628, 2015.

Self-guided segmentation and classification of multi-temporal Landsat 8 images for crop type mapping in southeastern Brazil.
Bruno Schultz, Markus Immitzer, Antonio Formaggio, Ieda Sanches, Alfredo Luiz, Clement Atzberger.
Remote Sensing, 7:11(14482-14508), 2015.

Deteccao de areas agricolas em tempo quase real com imagens MODIS.
Isaque Eberhardt, Alfredo Luiz, Antonio Formaggio, Ieda Sanches.
Pesquisa Agropecuaria Brasileira, 50 (7), 605-614, 2015.

Papers Published in Brazilian Journals

Reproducible geospatial data science: Exploratory data analysis using collaborative analysis environments.
Alber Sánchez, Lubia Vinhas, Gilberto Queiroz, Rolf Simoes, Vitor Gomes, Luiz Fernando Assis, Eduardo Llapa, Gilberto Camara.
Revista Brasileira de Cartografia, v.70, p.1844 - 1859, 2018.

A Platform for Collaborative Historical Research based on Volunteered Geographical Information.
Karine Ferreira et al..
Journal of Information and Data Management - JIDM, v. 9, p. 291-304: 2019.,

Segmentation of Optical Remote Sensing Images for Detecting Homogeneous Regions in Space and Time.
Wanderson Costa, Leila Fonseca, Thales Körting, Margareth Simoes, Hugo Bendini, Ricardo Souza.
Revista Brasileira de Cartografia, 70(5), 2018.

Identificaçao do modo de colheita da cana-de-açucar em imagens multitemporais Landsat-like.
Bruna Dias, Bruno Schultz, Ieda Sanches, Isaque Eberhardt, Jussara Rosendo.
Revista Brasileira de Cartografia, 70(2), 2018.

Integraçao do algoritmo Fmask ao modelo linear de mistura espectral como subsidio à detecçao de áreas queimadas na Amazônia brasileira.
Mikhaela Pletsch, Thales Penha, Celso Silva Junior, Thales Körting, Luiz Aragao, Liana Anderson.
Revista Brasileira de Cartografia, 70(2), 2018.

Análise das incertezas envolvidas em classificaçao multi-legendas da cobertura da terra com suporte de simulaçao Monte Carlo.
Mariane Reis, Luciano Dutra, Sidnei Sant'Anna, Isabel Escada.
Revista Brasileira de Cartografia, 69(9), 2017.

Remote Sensing Image Processing Functions in Lua Language.
Rennan Marujo, Leila Fonseca, Thales Korting, Hugo Bendini, Gilberto Queiroz, Lubia Vinhas, Karine Ferreira.
Journal of Computational Interdisciplinary Sciences, 8(3):163-172, 2017.

Mapeamento de padroes de intensidade da degradaçao florestal: estudo de caso na regiao de Sinop, Mato Grosso.
Vinicius Capanema, Taise Pinheiro, Isabel Escada, Sidney Sant'anna.
Revista Brasileira De Cartografia, v. 70, p. 199-225, 2018.

Mineraçao de trajetórias de mudança de cobertura da terra em estudos de degradaçao florestal.
Marcio Azeredo, Miguel Monteiro, Isabel Escada, Karine Ferreira, Lubia Vinhas, Taise Pinheiro.
Revista Brasileira de Cartografia, 68(4): 717-731, 2016.

Improvements of the divide and segment method for parallel image segmentation.
Anderson Soares, Thales Körting, Leila Fonseca.
Revista Brasileira de Cartografia, v. 68(6), p. 1113-1122, 2016.

Classificaçao orientada a objetos em imagens multitemporais LANDSAT aplicada na identificaçao de cana-de-açucar e soja.
Bruno Schultz, Antonio Formaggio, Ieda Sanches, Isaque Eberhardt, Alfredo Luiz, Clement Atzberger.
Revista Brasileira de Cartografia, v. 68(1), pp. 131-143, 2016.

Water body extraction from RapidEye images: An automated methodology based on Hue component of color transformation from RGB to HSV model.
Laercio Namikawa, Thales Korting, Emiliano Castejon.
Revista Brasileira de Cartografia, v. 68(6):1097-1111, 2016.

Trends in GeoInformatics.
Thales Korting, Karine Ferreira, Lubia Vinhas, Miguel Monteiro, Gilberto Queiroz.
Revista Brasileira de Cartografia, 68 (6): 1079-1086, 2016.

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.
Revista Brasileira de Cartografia v. 68(6): 1133-1142, 2016.

Image Processing Division

National Institute for Space Research - Brazil

São Paulo Research Foundation

FAPESP Research Program in eScience