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Production, visualization and analysis of large volumes of remote sensing images modeled as multidimensional data cubes for the entire Brazilian territory.

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BDC Explorer

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Assessing Satellite Image Time Series Clustering Using Growing SOM

by Rodrigo de Sales da Silva Adeu, Karine Reis Ferreira, Pedro R. Andrade, Lorena Santos National Institute for Space Research (INPE) – São José dos Campos, Brazil DOI: https://doi.org/10.1007/978-3-030-58814-4_19 Publisher: Springer Link | Published: 03 October 2020 Part of the Lecture Notes in Computer Science book series (LNCS, volume 12253) Abstract Mapping Earth land use and cover changes is …

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CBERS data cubes for land use and land cover mapping in the Brazilian Cerrado agricultural belt

by Michel E. D. Chaves, Anderson R. Soares, Ieda D. Sanches and José G. Fronza Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil DOI: https://doi.org/10.1080/01431161.2021.1978584 Publisher: International Journal of Remote Sensing | Published: 30 Sep 2021 Abstract The agricultural frontier expansion …

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Brazil Data Cube project team teaches course for IBGE and National School of Statistical Sciences

A equipe do projeto Brazil Data Cube (BDC), coordenada pelos servidores da DIOTG Gilberto Queiroz e Karine Ferreira, ministrou essa semana nos dias 09 e 10 de setembro de 2021 o curso “Descoberta e acesso aos dados do projeto BDC usando serviços web e análise e classificação de séries temporais de imagens” para o Instituto …

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Measuring Brazil from space: and artificial intelligence technologies

by Karine Reis Ferreira, Gilberto Ribeiro de Queiroz Instituto Nacional de Pesquisas Espaciais (INPE), São José dos Campos, SP, Brasil. DOI: http://dx.doi.org/10.5380/atoz.v10i3.81966 Publisher: Web magazine AtoZ | Published: 4 September 2021 Abstract Dr. Karine Reis Ferreira and Dr. Gilberto Ribeiro de Queiroz from Instituto Nacional de Pesquisas Espaciais (INPE) answers questions about big data technology and artificial intelligence, …

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Satellite Image Time Series Analysis for Big Earth Observation Data

by Rolf Simoes 1 , Gilberto Camara 1, Gilberto Queiroz 1, Felipe Souza 1, Pedro R. Andrade 1, Lorena Santos 1, Alexandre Carvalho 2 and Karine Ferreira 1 1National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil 2National Institute for Applied Economics Research, SBS, Quadra 1 Bloco J, Brasília, DF 70076-900, Brazil Remote Sens. 2021, 13(13), …

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Evaluating the Impact of Lasrc and SEN2COR Atmospheric Correction Algorithms on LANDSAT-8/OLI and SENTINEL-2/MSI Data Over Aeronet Stations in Brazilian Territory

by R. F. B. Marujo¹, J. G. Fronza¹, A. R. Soares¹, G. R. Queiroz¹ and K. R. Ferreira¹ 1National Institute for Space Research (INPE), Brazil DOI: https://doi.org/10.5194/isprs-annals-V-3-2021-271-2021 Publisher: ISPRS | Published: 17 Jun 2021 © Author(s) 2021. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract Accurate and consistent Surface Reflectance estimation from optical …

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Accessing and processing Brazilian earth observation data cubes with the open data cube platform

by V. C. F. Gomes1,2,  F. M. Carlos2,  G. R. Queiroz2,  K. R. Ferreira2 and R. Santos2 1C4ISR Division, Institute for Advanced Studies (IEAv), São José dos Campos, SP 12228-001, Brazil ²National Institute for Space Research (INPE), Brazil DOI: https://doi.org/10.5194/isprs-annals-V-4-2021-153-2021 Publisher: ISPRS | Published: 17 Jun 2021 © Author(s) 2021. This work is distributed under the Creative …

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Quality control and class noise reduction of satellite image time series

by Lorena Alves Santos 1,*,Karine Ferreira 1,Michelle Picoli 1,Gilberto Camara 1, and Rolf E. O. Simoes¹ 1Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil DOI: https://doi.org/10.1016/j.isprsjprs.2021.04.014 Publisher: ScienceDirect | Published: 15 May 2021 Abstract The extensive amount of Earth observation satellite images available brings opportunities …

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Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series

by Lorena Alves Santos 1,*,Karine Ferreira 1,Michelle Picoli 1,Gilberto Camara 1,Raul Zurita-Milla 2 and Ellen-Wien Augustijn 2 1Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil 2Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, 7500 AE Enschede, The Netherlands Academic Editor: Lluís Pesquer Mayos …

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Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products – En

by Karine R. Ferreira,Gilberto R. Queiroz,Lubia Vinhas,Rennan F. B. Marujo,Rolf E. O. Simoes,Michelle C. A. Picoli,Gilberto Camara,Ricardo Cartaxo,Vitor C. F. Gomes,Lorena A. Santos,Alber H. Sanchez,Jeferson S. Arcanjo,José Guilherme Fronza,Carlos Alberto Noronha,Raphael W. Costa,Matheus C. Zaglia,Fabiana Zioti,Thales S. Korting,Anderson R. Soares,Michel E. D. Chaves andLeila M. G. Fonseca Earth Observation and Geoinformatics Division, National Institute for Space Research …

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Brazil Data Cube - 2019 - 2025