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Produção, visualização e análise de grandes volumes de imagens de sensoriamento remoto modeladas como cubos de dados multidimensionais para todo o território brasileiro.

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O Data Cube Explorer é um portal web para visualização de cubos de dados, coleções de imagens e classificações.

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Brazil Data Cube em Números

Informações complementares

ParticipaçõesInternacionalNacionalTotal Geral
Mesa redonda112
Reunião Técnica33
Total Geral321547
47 eventos com participação do BDC
Eventos organizadosNúmero de EventosParticipantes
Treinamentos internacional organizados pelo projeto 115
Sessão especial1480
Treinamento organizados pelo projeto 17917
Workshop organizado pelo projeto4394
Palestra organizada pelo projeto5
Reunião Técnica organizada pelo projeto1
Total Geral291806
29 eventos organizados pelo BDC, com participação de 1.806 pessoas (+ 200 Workshop Biomas), sendo 917 em treinamentos/minicursos.
13/09/2019Mini-course: SITS – R package for Satellite Image Time SeriesMini-course: SITSCurso organizado NacionalSão José dos Campos12
16/09/2019Apresentação de trabalho: Evaluating distance measures for image time series clustering in land use and cover monitoring”, 2019 European Conference on Machine Learning and Principles of Knowledge Discovery in Databases (ECML PKDD)SimpósioInternacionalAlemanha
17/09/2019Oral Presentations:
– Reproducibility of Automated Land Use and Land Cover Classifications
– Evaluating Growing Self-Organizing Maps for Satellite Image Time Series Clustering.
– Land Use and Land Cover Trajectory Service
– The Brazil Data Cube database model: A proposal
Applied Computing Workshop (WorCap) 2019WorkshopNacionalSão José dos Campos
06/10/2019Paper Presented: “Using SOM Neural Network to Improve Land Use and Cover Training Samples from Satellite Image Time Series”21st William T. Pecora Memorial Remote Sensing Symposium (Pecora 21) and the 38th International Symposium on Remote Sensing of Environment (ISRSE-38),SimpósioInternacionalEstados Unidos
04/11/2019Presentation: “Brazil Data Cube (BDC) using AWS for Land Use and Cover Change”GEO Week 2019 – Ministerial SummitSimpósioInternacionalAustrália
06/11/2019Presentation: BDC project activitiesMundoGEO Connect 2021SimpósioNacionalSão Paulo
11/11/2019Papers Presented:
– “Evaluating Growing Self-Organizing Maps for Satellite Image Time Series Clustering”
– “Designing a Platform for Sharing Earth Observation Scientific Data”.
– “Analysis of tools for processing large volumes of spatiotemporal data”
– “Brazil Data Cube metadata cataloging with Spatio Temporal Asset Catalog”
– “The use of the GEOBIA approach to detect the advance of agricultural activity in the arc of deforestation”
Simpósio de Geoinformática – GEOINFO 2019SimpósioNacionalSão José dos Campos
12/12/2019– Presentation: Open Data Cube (ODC) Thecnical Visit: Jonathan Hodge – Commonwealth Scientific and Industrial Research Organisation (CSIRO).PalestraInternacionalSão José dos Campos
19/12/2019– Presentation: BDC project activitiesI Internal Workshop of the Brazil Data Cube projectWorkshop organizado NacionalSão José dos Campos70
27/01/2020Summer Course in Geoinformatics and Data ScienceSummer Course in Geoinformatics and Data ScienceCurso organizado  NacionalSão José dos Campos35
21/04/2020– Presentation: BDC project status49th Meeting of the Working Group on Information Systems & Services (WGISS-49)Reunião TécnicaInternacionalVirtual
15/06/2020– Presentation: EO Earth Cubes for BrazilGEO VIRTUAL SYMPOSIUM 2020SimpósioInternacionalVirtual
12/08/2020Virtual and hands-on training on the classification of time series of images – SITSVirtual and hands-on training on the classification of time series of images – SITSCurso organizado  NacionalVirtual15
19/08/2020Virtual and hands-on training on the classification of time series of images – SITSVirtual and hands-on training on the classification of time series of images – SITSCurso organizado  NacionalVirtual12
19/08/2020– Presentation: Earth observation data cubesVirtual workshop Digital Earth AmericasWorkshopInternacionalVirtual
25/08/2020Papers Presented:
– Using Remote Sensing Images and Cloud Services on Aws to Improve Land Use and Cover Monitoring
– An Unsupervised Segmentation Method For Remote Sensing Imagery Based On Conditional Random Fields
2020 Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)SimpósioInternacionalVirtual
04/09/2020BDC Tech Talks “Open Data Cube: Introdução e Integração com o projeto BDC”BDC Tech Talks “Open Data Cube: Introdução e Integração com o projeto BDC”Palestra organizada NacionalVirtual
16/09/2020– Mini-course: “Geoinformatics with Machine Learning Applications”Applied Computing Workshop (WorCap) 2020Curso organizado NacionalVirtual80
09/09/2020– Presentation: Brazil Data Cube Project and its research in applied computingApplied Computing Workshop (WorCap) 2020PalestraNacionalVirtual
18/09/2020BDC Tech Talks “SpatioTemporal Asset Catalog – STAC”BDC Tech Talks “SpatioTemporal Asset Catalog – STAC”Palestra RealizadaNacionalVirtual
22/09/2020Accessing and Processing Brazilian EO Data Cubes with Open Data Cube50th Meeting of the Working Group on Information Systems & Services (WGISS 50)Reunião TécnicaInternacionalVirtual
02/10/2020BDC Tech Talks “Web Land Trajectory Service – WLTS”BDC Tech Talks “Web Land Trajectory Service – WLTS”Palestra organizada NacionalVirtual
20/10/2020– Presentation: TERRABRASILIS RESEARCH DATA – A platform for sharing geographic research data.Brazilian Symposium on Spatial Data Infrastructure – SBIDE 2020SimpósioNacionalVirtual
30/10/2020– Presentation: “Data cubes and time series analysis of remote sensing images”Brazil National Month of Science, Technology and Innovation – 2020PalestraNacionalVirtual
30/11/2020Papers Presented:
– Integration of the Brazil Data Cube and Open Data Cube environments
– Brazil Data Cube Cloud Coverage (BDC³) Viewer
Simpósio de Geoinformática – GEOINFO 2020SimpósioNacionalVirtual
03/02/2021– Presentation: “The Brazilian Data Cube project: innovation to automatize land use and land cover data production using Big Earth Observation data and machine learning methods”GEO-INPE Webinars on Brazil’s forest monitoring systemWorkshopInternacionalVirtual
24/02/2021– Case study: “Land use and land cover classification in the Brazilian Cerrado biome using the Brazil Data Cube”Webinar GEO Knowledge Hub (GKH)WorkshopInternacionalVirtual
16/03/2021Online visit/videoconference with students of the
Master of Science in Spatial Engineering INPE and ITC (University of Twente)
Workshop INPE  and University of TwenteWorkshopInternacionalVirtual
22/03/2021– Presentation: “Brazilian Earth Observation Data Cube using AWS for Land Use and Cover Change”GEO-AWS EO Cloud Credits webinarWorkshopInternacionalVirtual
29/03/2021– Presentation: BDC project resultsII Workshop do projeto Brazil Data CubeWorkshop organizado NacionalVirtual200
01/04/2021– Presentation: “Land Use/Land Cover Classification Knowledge Package”II Webinar GEO Knowledge Hub (GKH)WorkshopInternacionalVirtual
12/04/2021– Mini-course: Earth Observation Data Cubes and Time Series AnalysisSBSR Interim – 2021Curso organizado NacionalVirtual400
15/04/2021– Presentation: BDC project activitiesCSIRO event “Exploring the value and challenges of using Earth Observation Data”WorkshopInternacionalVirtual
15/04/2021– Presentation:  “BDC experience using AWS services to develop the Data cube builder application”AWS Public Sector Summit Online 2021Mesa redondaInternacionalVirtual
21/04/2021– Presentation: BDC project activitiesGEO-OGC Data Cubes WorkshopWorkshopInternacionalVirtual
16/06/2021– Live demonstration: R package SITS (Satellite Image Time Series Analysis)Workshop GEO-GFOIWorkshopInternacionalVirtual
06/07/2021Papers Presented:
– “Accessing and processing Brazilian Earth observation Data cubes with the Open Data Cube platform
– “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”
XXIV ISPRS congressCongressoInternacionalVirtual
13/07/2021– Paper Presented: “RSTAC: An R package to access spatiotemporal asset catalog satellite imagery”. IGARSS-2021 SymposiumSimpósioInternacionalVirtual
19/08/2021– Presentation: “Brazil Data Cube Project: Image data cubes, big data, time series analysis and machine learningMundoGEO Connect 2021SimpósioNacionalVirtual
01/09/2021– Presentation: BDC project activitiesInternational Workshop on Forest Geotechnologies (GISFOREST)WorkshopInternacionalVirtual
09/09/2021– Mini-course: “Introduction to STAC and WTSS”Applied Computing Workshop (WorCap) 2021Curso organizado  NacionalVirtual80
09/09/2021BDC teaches course for IBGE and National School of Statistical SciencesBDC teaches course for IBGE and National School of Statistical SciencesCurso organizado  NacionalVirtual27
27/09/2021Virtual hands-on training on the classification of remote sensing image time series using the R package software for Satellite Image Time Series (sits)FOSS4G 2021 conferenceCurso organizado InternacionalVirtual15
01/10/2021FOSS4G 2021’s Indigenous HackathonFOSS4G 2021 conferenceHackathonInternacionalVirtual
19/10/2021Course for TerraClass – Analysis of Land Use and Land Cover Samples using SOMCourse for TerraClass – Analysis of Land Use and Land Cover Samples using SOMCurso organizado  NacionalVirtual15
10/11/2021– Presentation: BDC project activities6th Scientific Journey of Geography at UNIFAL-MG.Mesa redondaNacionalVirtual
25/11/2021– Presentation: “BDC project results in using the AWS computing environment to process big Earth observation data”Geo Week 2021WorkshopInternacionalVirtual
14/12/2021Virtual hands-on training Access to BDC project data using web services and time series analysis and classification of remote sensing imagesBDC provides training for EMBRAPACurso organizado  NacionalVirtual22
14/01/2022– Presentation: “Technologies and products of the Brazil Data Cube platform”Presentation at the Federal University of Ouro Preto, Laboratory for Modeling and Simulation of Earth Systems (TerraLAB)Palestra organizada NacionalVirtual
11/05/2022– Presentation: BDC and SABERES project presented their joint initiatives to produce Sentinel 1 data cubes and to extract water bodies from them using machine learning Workshop for the GEO Wetlands InitiativeWorkshopInternacionalVirtual
24/05/2022Demonstration of BDC data and software productsWorkshop “Agro: Space Technologies and Applications”WorkshopNacionalCuiabá-MT
15/06/2022Papers Presented:
– “Building Earth Observation Data Cubes on AWS”
– “Spatiotemporal Segmentation of Satellite Image Time Series Using Self-Organizing Map”
– “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” 
XXIV ISPRS Congress 2022CongressoInternacionalVirtual
04/07/2022“Brazil Data Cube – Big Earth observation data modeled as multidimensional cubes, machine learning and image time series analysis” Conference “Using Big Data and Machine Learning for Land Cover and Land Use Mapping: Challenges to Mapping Accuracy”WorkshopNacional
15/07/2022Poster: “BDC Collection Builder: an application for Earth observation satellite images acquisition and processing to produce Analysis Ready Data” International Geoscience and Remote Sensing Symposium (IGARSS 2022)SimpósioInternacional
29/07/2022Presentation: BDC project resultsInternal Workshop of the Brazil Data Cube projectWorkshop organizado NacionalSão José dos Campos42
02/09/2022Brazil Data Cube internal training of data products and software products Brazil Data Cube internal training of data products and software products Curso organizado NacionalVirtual58
13/09/2022Presentation: “Earth Observation Data Cubes for Satellite Image Time Series Analysis”Applied Computing Workshop (WorCAP) 2022Curso organizado NacionalVirtual80
04/10/2022Brazil Data Cube – EO Data Products and Innovative Software Technologies, an overview for The Nature ConservancyThe Nature Conservancy WorkshopWorkshopInternacionalVirtual
03/10/2022Course: Brazil on the technologies and potential of using BDC, PRODES and DETERTraining of Specialists in Geocontrol at the Federal Court of Accounts – Brazil (TCU)Curso organizado  NacionalVirtual10
28/11/2022Mini-course “Brazil Data Cube – Earth Observation Data Cubes and Image Time Series Analysis”Simpósio de Geoinformática – GEOINFO 2022Curso organizado  NacionalSão José dos Campos28
02/04/2023Mini-course: “Earth Observation Data Cubes and Time Series Analysis of Remote Sensing Images”Brazilian Symposium on Remote Sensing (SBSR-2023)Curso organizado  NacionalFlorianópolis29
“Use of time series for land use and land cover classifications in Petrolina, Pernambuco”
– “DETER Intenso and Forest Monitor: Improving the alerting of deforestation in the Brazilian Amazon Rainforest”
– “Mapping of forest disturbances in the state of Maranhão using time series and data cubes”
– “Deep Learning as a tool to interpolate cloudy pixels in Sentinel-2 time series”
– “A multi-source WFI datacube of CBERS-4 and CBERS-4A images: Improving visual interpretation”
Brazilian Symposium on Remote Sensing (SBSR-2023)SimpósioNacionalFlorianópolis
27/03/2023Multiple activities with the BDC team
Lecture at the SBSR Symposium
BDC team received researcher from the Swiss Data Cube ProjectReunião técnica organizada NacionalSão José dos Campos
02/04/2023Special Session: “Earth Observation Data Cubes for Imagery Time Series Analysis”Brazilian Symposium on Remote Sensing (SBSR-2023)Sessão EspecialNacionalFlorianópolis480
14/04/2023Presentation: BDC project resultsWorkshop BIOMASWorkshopNacionalSão José dos Campos200
01/05/2023General meeting of the HARMONIZE project, Universidad de los Andes, Bogotá, ColombiaReunião TécnicaInternacionalBogotá, Colômbia
08/05/2023Presentation: “Introduce the technologies and products of the Brazil Data Cube platform”Global Forest Observations Initiative – GFOI 2023 Plenary, Roma, ItáliaPlenáriaInternacionalRoma, Itália
16/06/2023Brazil Data Cube: análise de big data para desmatamento e uso da terra no BrasilGEO Open Data and Open Knowledge Workshop em Genebra.WorkshopInternacionalGenebra, Suíca
27/06/2023Accessing and Processing Brazilian Earth Observation Data Cubes with the Open Data Cube PlatformCapacity Program “Strengthening Geospatial Capacities in the CaribbeanWebinarInternacionalVirtual
28/06/2023Produtos de dados e de softwares que estão sendo desenvolvidas no projeto para o mapeamento de uso e cobertura da terra utilizando análise de séries temporais de imagens de satélites e inteligência artificialLand & Carbon Lab’s 2023 SummitSimpósioInternacionalBruxelas, Bélgica
09/08/2023Brazil Data Cube é apresentado no CENSIPAM, em Brasília.CENSIPAMPalestra RealizadaNacionalBrasília
28/08/2023Treinamento da plataforma Brazil Data Cube (BDC) para as equipes do PRODES e TerraClassTreinamento da plataforma Brazil Data CubeTreinamentoNacionalSão José dos Campos14
29/08/2023Brazil Data Cube participou do Workshop Técnico-Científico COEAM/INPE em BelémWorkshop Técnico-Científico COEAM/INPE WorkshopNacionalBelém
15/09/2023Equipe do projeto Brazil Data Cube ministra minicurso no WorCAP 2023WorCAP 2023WorCapNacionalSão José dos Campos
21/11/2023Equipe do Brazil Data Cube ministra curso na XIII Jornada de Educação em Sensoriamento Remoto em ManausXIII Jornada de Educação em Sensoriamento Remoto Curso
14/12/2023Reunião de Final de Ano do Projeto Brazil Data CubeWorkshop BDC 2023Workshop organizadoNacionalSão José dos Campos
Ano InternacionalNacionalTotal Geral
Total Geral302151
51 artigos publicados (em atualização)

Atualizado até 09/05/2024 – Brazil Data Cube

Brazil Data Cube - 2019 - 2024