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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 …

Participate in the demonstration of the data and software products of the BDC project in the Workshop “Agro: Technologies and Spatial Applications”

The Brazil Data Cube project team will demonstrate their data and software products at the Workshop “Agro: Technologies and Space Applications” and will take place on May 24, 2022, at the SENAI Events Center Cuiabá, MT, with an opening ceremony scheduled for 8:00 am. The event is idealized by the Brazilian Space Agency and organized …

Presentation today about the BDC project at UFOP, MG.

The BDC team will present today, the 14th, at 3:00 pm, the computational platform, data products and software that are being developed in the project using artificial intelligence, machine learning and image time series analysis, to the TerraLAB research group from the Federal University of Ouro Preto. TerraLAB is the laboratory for Modeling and Simulation …

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 …

Brazil Data Cube project team teaches course for EMBRAPA

A equipe do projeto Brazil Data Cube (BDC) realizou essa semana, nos dias 14 e 15 de dezembro de 2021, o treinamento virtual e hands-on “Acesso aos dados do projeto BDC usando serviços web e análise e classificação de séries temporais de imagens de sensoriamento remoto” para a equipe do TerraClass Amazônia da EMBRAPA. O …

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 …

Brazil Data Cube - 2019 - 2024