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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.

Using Earth Observation Data Cube to Mapping Burned Areas

by Mateus de Souza Macul¹, Wesley Campanharo¹, Fabiano Morelli¹, Gilberto Ribeiro de Queiroz¹, Karine Reis Ferreira¹ 1National Institute for Space Research (INPE), Brazil GeoInfo: http://mtc-m21d.sid.inpe.br/rep/8JMKD3MGP3W34T/488BPNL Publisher: GeoInfo | Published: 29 November 2022 © Author(s) 2022. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract Earth observation data cubes are multidimensional structures created from Analysis-Ready …

Web Service for extracting Phenological Metrics for Agriculture using time series of satellite images

by Gabriel Kyama Alves¹, Karine R. Ferreira¹, Bruno Schultz, Thiago G. Rodrigues e Luiz F.R. Carvalho 1National Institute for Space Research (INPE), Brazil GeoInfo: http://mtc-m21d.sid.inpe.br/rep/8JMKD3MGP3W34T/488BPNL Publisher: GeoInfo | Published: 29 November 2022 © Author(s) 2022. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract The study of seasonal vegetation patterns observed by remote sensing …

Integranting Analysis Methods During Land Use and Land Cover Sampling

by Abner Ernâni dos Anjos¹, Karine Reis Ferreira¹, Gilberto Ribeiro de Queiroz¹, Fabiana Zioti ¹, Gabriel Sansigolo¹ 1National Institute for Space Research (INPE), Brazil GeoInfo: http://mtc-m21d.sid.inpe.br/rep/8JMKD3MGP3W34T/488BPNL Publisher: GeoInfo | Published: 29 November 2022 © Author(s) 2022. This work is distributed under the Creative Commons Attribution 4.0 License. Abstract The Land Use and Land Cover (LULC) mapping …

Generating analysis ready data collections for Brazil

by Rennan F. B. Marujo¹, Karine R. Ferreira¹, Gilberto R. Queiroz¹, Raphael W. Costa¹, Jeferson S. Arcanjo¹, Ricardo C. M. Souza¹ 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/IGARSS46834.2022.9884104 Publisher: IEEE  | 28 September 2022 Abstract Brazil is a country of continental scale area, …

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 …

Brazil Data Cube - 2019 - 2023