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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.

Spatiotemporal segmentation of satellite image time series using self-organizing map

by B. L. C. Silva¹, F. C. Souza¹, K. R. Ferreira¹, G. R. Queiroz¹, and L. A. Santos¹ 1National Institute for Space Research (INPE), Brazil DOI: https://doi.org/10.5194/isprs-annals-V-3-2022-255-2022 Publisher: ISPRS | Published: 17 May 2022 © Author(s) 2022. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract Nowadays, researchers have free access to an unprecedentedly …

An analysis of the influence of the number of observations in a random forest time series classification to map the forest and deforestation in the Brazilian Amazon

by L. S. Vieira¹, G. R. Queiroz¹, and E. H. Shiguemori² ¹Earth Observation and Geoinformatics Division, National Institute for Space Research, INPE, São José dos Campos 12227-010, Brazil²Surveillance and Reconnaissance Division, Institute for Advanced Studies, IEAv, São José dos Campos 12228-001, Brazil DOI: https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-721-2022 Publisher: ISPRS | Published: 30 May 2022 © Author(s) 2022. This work …

Building earth observation data cubes on aws

by K. R. Ferreira¹, G. R. Queiroz¹, R. F. B. Marujo¹, and R. W. Costa¹ 1National Institute for Space Research (INPE), Brazil DOI: https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-597-2022 Publisher: ISPRS | Published: 30 May 2022 © Author(s) 2022. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract Image time series analysis and machine learning methods have been widely …

Brazil Data Cube project activity report – January 2020 to May 2021

by Abner Ernani dos Anjos, Alana Kasahara Neves, Alber Hamersson Sánchez Ipia, Carlos Alberto Ferreira de Noronha, Claudinei de Camargo, Fabiana Zioti, Felipe Carvalho de Souza, Felipe Menino Carlos, Gabriel Sansigolo, Gilberto Ribeiro de Queiroz, Jeferson de Souza Arcanjo, Karine Reis Ferreira Gomes, Lorena Alves dos Santos, Luciana Mamede dos Santos, Raphael Willian da Costa, Rennan …

A platform for land use and land cover data integration and trajectory analysis

by Fabiana Zioti, Karine R.Ferreira, Gilberto R.Queiroz, Alana K.Neves, Felipe M.Carlos, Felipe C.Souza, Lorena A.Santos and Rolf E.O.Simoes 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.jag.2021.102655 Publisher: ScienceDirect | Published: 18 December 2021. Abstract Information on land use and land cover (LULC) is essential …

Automated cloud coverage analysis with Brazil Data Cube

by Thainara Lima¹, Rômulo Marques ¹, Ueslei Sutil¹, Cláudia Almeida¹, Claudio Barbosa¹, Thales Körting¹, Gilberto Queiroz¹ ¹Instituto Nacional de Pesquisas Espaciais Avenida dos Astronautas, Jardim da Granja,São José dos Campos, SP, Brazil, CEP 12227010 Publisher: Anais do 22º GEOINFO | Published: 2 December 2021 Abstract This paper approaches the topic of Data Cubes applied to the management …

Utilizando o padrão SpatioTemporal Asset Catalog para visualização de dados.

by Thais de Medeiros¹, Bruno dos Santos¹, Gilberto Oliveira¹, Thales Korting², Gilberto de Queiroz² ¹Programa de Pós Graduação em Sensoriamento Remoto – Instituto Nacional de Pesquisas Espaciais (INPE) – São José dos Campos, SP – Brasil ²Divisão de Observação da Terra e Geoinformática – Instituto naional de Pesquisas Espaciai (INPE) – São José dos Campos, SP …

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 …

Integrating Open Data Cube and Brazil Data Cube Platforms for Land Use and Cover Classifications

by Felipe Menino Carlos¹, Vitor Conrado Faria Gomes², Gilberto Ribeiro de Queiroz¹, Felipe Carvalho de Souza¹, Karine Reis Ferreira¹ and Rafael Santos¹ 1National Institute for Space Research (INPE), Earth Observation and Geoinformatics Division, São José dos Campos –SP, Brazil. ²Institute for Advanced Studies (IEAv), C4ISR Division, São Josédos Campos –SP, Brazil. vitorvcfg@fab.mil.br. DOI: http://dx.doi.org/10.14393/rbcv73n4-60387 Publisher: Revista Brasileira …

Rstac: An R Package to Access Spatiotemporal Asset Catalog Satellite Imagery

by Rolf Simoes¹; Felipe Carvalho de Souza¹; Matheus Zaglia¹; Gilberto Ribeiro de Queiroz¹; Rafael D. C. dos Santos¹; Karine Reis Ferreira¹ 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/IGARSS47720.2021.9553518 Publisher: IEEE  | 12 October 2021 Published in: 2021 IEEE International Geoscience and Remote Sensing …

Brazil Data Cube - 2019 - 2022