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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.

Simple Non-linear Iterative Temporal Clustering

by Anderson Soares¹;  Thales Körting¹;  Leila Fonseca¹;  Hugo Bendini¹ 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/10.1109/TGRS.2020.3033266 Publisher: IEEE  | Published: 16 November 2020 Published in: IEEE Transactions on Geoscience and Remote Sensing ( Volume: 59, Issue: 9, Sept. 2021) Abstract Classifying …

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 …

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 …

Integracão dos ambientes Brazil Data Cube e Open Data Cube

by Felipe Menino Carlos¹, Vitor C. F. Gomes², Gilberto Ribeiro de Queiroz¹,Karine Reis Ferreira¹, Rafael Santos¹ ¹Instituto Nacional de Pesquisas Espaciais (INPE) – 12227-010 – Sao José dos Campos – SP – Brasil ² Divisao de C4ISR – IEAV/DCTA – 12.228-001 – Sao José dos Campos – SP – Brasil Publisher: Anais do 21º GEOINFO | Published: …

Brazil Data Cube Cloud Coverage (BDC³) Viewer

by Felipe Rafael de Sá Menezes Lucena, Elton Vicente Escobar-Silva, Rennan deFreitas Bezerra Marujo, Matheus Cavassan Zaglia, Lubia Vinhas, Karine ReisFerreira and Gilberto Ribeiro de Queiroz Earth Observation and Geoinformatics Division, National Institute for Space Research(INPE), São José dos Campos – SP – 12227-010 – Brazil Publisher: Anais do 21º GEOINFO | Published: 3 December 2020 Abstract …

An Overview of Platforms for Big Earth Observation Data Management and Analysis

by Vitor C. F. Gomes 1,2, Gilberto R. Queiroz 2 and Karine R. Ferreira 2 1C4ISR Division, Institute for Advanced Studies (IEAv), São José dos Campos, SP 12228-001, Brazil 2Image Processing Division, National Institute for Space Research (INPE), São José dos Campos, SP 12227-010, Brazil Remote Sens. 2020, 12(8), 1253; https://doi.org/10.3390/rs12081253 Publisher: mdpi | Published: 16 April 2020 (This article belongs to the Special …

Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction

by Anderson R. Soares¹; Hugo N. Bendini¹; Daiane V. Vaz¹; Tatiana D. T. Uehara¹; Alana K. Neves¹; Sarah Lechler²; Thales S. Körting¹; Leila M. G. Fonseca¹ ¹General Coordination of Earth Observation – OBT, Brazil’s National Institute for Space Research (INPE), São José dos Campos, SP, Brazil ²Institute for Geoinformatics, University of Muenster DOI: https://doi.org/10.1109/IGARSS39084.2020.9323346 Publisher: IEEE Explorer | Published: 2 Oct. 2020 Published in: IGARSS …

Recent Applications of Landsat 8/OLI and Sentinel-2/MSI for Land Use and Land Cover Mapping: A Systematic Review

by Michel E. D. Chaves *,Michelle C. A. Picoli and Ieda D. Sanches General Coordination of Earth Observation (OBT), Remote Sensing Division (DSR), National Institute for Space Research (INPE), Av. dos Astronautas, São José dos Campos 1758, Brazil Remote Sens. 2020, 12(18), 3062; https://doi.org/10.3390/rs12183062 Publisher: mdpi | Published: 18 September 2020 Abstract Recent applications of Landsat 8 Operational Land Imager (L8/OLI) and …

Using Remote Sensing Images and Cloud Services on Aws to Improve Land Use and Cover Monitoring

by K. R. Ferreira; G. R. Queiroz; G. Camara; R. C. M. Souza; L. Vinhas; R. F. B. Marujo; R. E. O. Simoes; C. A. F. Noronha; R. W. Costa; J. S. Arcanjo; V. C. F. Gomes; M. C. Zaglia Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim …

An Unsupervised Segmentation Method For Remote Sensing Imagery Based On Conditional Random Fields

by A. R. Soares; T. S. Körting; L. M. G. Fonseca; A. K. Neves Coordination of Earth Observation (OBT) – Brazil’s National Institute for Space Research (INPE) Av. dos Astronautas, São José dos Campos – SP, Brazil DOI: https://doi.org/10.1109/LAGIRS48042.2020.9165623 Publisher: IEEE | Published: 12 August 2020 Published in: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS) …

Brazil Data Cube - 2019 - 2022