Selected works


Lorena Santos, Karine Ferreira, Gilberto Camara, Michelle Picoli, Rolf Simoes, “Quality control and class noise reduction of satellite image time series”. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 177, pp 75-88, 2021.

Rolf Simoes, Gilberto Camara, Gilberto Queiroz, Felipe Souza, Pedro R. Andrade,  Lorena Santos, Alexandre Carvalho, and Karine Ferreira. “Satellite Image Time Series Analysis for Big Earth Observation Data”. Remote Sensing, 13, p. 2428, 2021.

Ana Rorato, Gilberto Camara, Isabel Escada, Michelle Picoli, Tiago Moreira, Judith Verstegen, “Brazilian Amazon indigenous peoples threatened by mining bill”, Environmental Research Letters, 2020.

Gilberto Câmara, “On the semantics of big Earth observation data for land classification”, Journal of Spatial Information Science, 20, p. 21–34, 2020.

Aline Soterroni, Aline Mosnier, Alexandre Carvalho, Gilberto Câmara, Michael Obersteiner, et al., “Future environmental and agricultural impacts of Brazil’s Forest Code”. Enviromental Research Letters, 13 (074021), 2018.

Michelle Picoli, Gilberto Câmara, et al., “Big earth observation time series analysis for monitoring Brazilian agriculture”. ISPRS Journal of Photogrammetry and Remote Sensing: 145, Part B pp. 328-339, 2018.

Michelle Picoli, Ana Rorato, Pedro Leitão, Gilberto Camara, Adeline Maciel, Patrick Hostert, Ieda Sanches, “Impacts of Public and Private Sector Policies on Soybean and Pasture Expansion in Mato Grosso—Brazil from 2001 to 2017”. Land, 9(1), 2020.


Mapping LUCC: The Challenges of Going Glocal
Open Earth Monitor meeting, Wageningen, NL, 2022

Satellite Image Time Series Analysis
Open Geo Hub Summer School, Wageningen, NL, 2021

Benefits and challenges of open data and open science for Earth observation
ITC 70th Anniversary Keynote
Enschede, NL, 2021

Ontologies for Big EO Data
ER Online Summer Seminars
Bolzano, IT, 2020

Imaging the Planet for a Sustainable Future
EPFL eSpace Invited Lecture
Lausanne, CH, 2020


Victor Maus, Gilberto Câmara, Ricardo Cartaxo, Alber Sanchez, Fernando Ramos, Gilberto Queiroz. “A Time-Weighted Dynamic Time Warping Method for Land-Use and Land-Cover Mapping”. IEEE JSTARS, 9(8): 3729-3739, 2016.

Giovana Espindola, Ana Aguiar, Edzer Pebesma, Gilberto Camara, Leila Fonseca, “Agricultural land use dynamics in the Brazilian Amazon based on remote sensing and census data”, Applied Geography, 32(2):240-252,  2012

Thales Korting, Leila Fonseca, Gilberto Camara, “GeoDMA – Geographic data mining analyst”. Computers and Geosciences, 57: 133–145, 2013.

Ana Aguiar, Gilberto Camara, Isabel Escada, “Spatial statistical analysis of land-use determinants in the Brazilian Amazonia: Exploring intra-regional heterogeneity“. Ecological Modelling, 209, 169-188.2007.

Flávia Feitosa, Gilberto Câmara, Miguel Monteiro, Thomas Koschitzki, Marcelino Silva, “Global and local spatial indices of urban segregation”. Intern Journal of Geographical Information Science,  21(3):299-323,  2007.

Renato Assumpção, Marcos Neves, Gilberto Camara, Corina Freitas, “Efficient regionalisation techniques for socio-economic geographical units using minimum spanning trees“. Int J of Geog Information Science, 20(7): 797-812, 2006.

Giovana Espíndola, Gilberto Câmara, Ilka Reis, Leonardo Bins, Miguel Monteiro, “Parameter selection for region-growing image segmentation algorithms using spatial autocorrelation”. International Journal of Remote Sensing, 27 (14/20): 3035 – 3040, 2006.

Fred Fonseca, Max Egenhofer, Peggy Agouris, Gilberto Câmara. “Using ontologies for integrated GIS”.  Transactions on GIS, 6(3):231-257, 2002.

Gilberto Camara, Ricardo Souza, Ubirajara Freitas, Juan Garrido, “SPRING: Integrating Remote Sensing and GIS with object-oriented data modelling”. Computers & Graphics, 15(6): 13-22,1996

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