Category: Article

Posted on November 16, 2021December 22, 2021

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 …

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Posted on October 18, 2021June 20, 2022

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 …

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Posted on October 12, 2021December 22, 2021

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 …

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Posted on October 03, 2021December 22, 2021

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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Posted on October 01, 2021December 22, 2021

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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Posted on September 04, 2021December 22, 2021

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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Posted on June 22, 2021December 22, 2021

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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Posted on June 17, 2021December 22, 2021

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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Posted on June 17, 2021December 22, 2021

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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Posted on May 15, 2021December 22, 2021

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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