Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool

Detalhes bibliográficos
Autor(a) principal: Vani, Bruno César [UNESP]
Data de Publicação: 2017
Outros Autores: Shimabukuro, Milton Hirokazu [UNESP], Galera Monico, João Francisco [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.cageo.2016.08.022
http://hdl.handle.net/11449/173720
Resumo: Ionospheric Scintillations are rapid variations on the phase and/or amplitude of a radio signal as it passes through ionospheric plasma irregularities. The ionosphere is a specific layer of the Earth's atmosphere located approximately between 50 km and 1000 km above the Earth's surface. As Global Navigation Satellite Systems (GNSS) – such as GPS, Galileo, BDS and GLONASS – use radio signals, these variations degrade their positioning service quality. Due to its location, Brazil is one of the places most affected by scintillation in the world. For that reason, ionosphere monitoring stations have been deployed over Brazilian territory since 2011 through cooperative projects between several institutions in Europe and Brazil. Such monitoring stations compose a network that generates a large amount of monitoring data everyday. GNSS receivers deployed at these stations – named Ionospheric Scintillation Monitor Receivers (ISMR) – provide scintillation indices and related signal metrics for available satellites dedicated to satellite-based navigation and positioning services. With this monitoring infrastructure, more than ten million observation values are generated and stored every day. Extracting the relevant information from this huge amount of data was a hard process and required the expertise of computer and geoscience scientists. This paper describes the concepts, design and aspects related to the implementation of the software that has been supporting research on ISMR data – the so-called ISMR Query Tool. Usability and other aspects are also presented via examples of application. This web based software has been designed and developed aiming to ensure insights over the huge amount of ISMR data that is fetched every day on an integrated platform. The software applies and adapts time series mining and information visualization techniques to extend the possibilities of exploring and analyzing ISMR data. The software is available to the scientific community through the World Wide Web, therefore constituting an analysis infrastructure that complements the monitoring one, providing support for researching ionospheric scintillation in the GNSS context. Interested researchers can access the functionalities without cost at http://is-cigala-calibra.fct.unesp.br/, under online request to the Space Geodesy Study Group from UNESP – Univ Estadual Paulista at Presidente Prudente.
id UNSP_e7bf8cfd79e6688ad125a80903e2c4a4
oai_identifier_str oai:repositorio.unesp.br:11449/173720
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query ToolGNSSIonospheric scintillationVisual explorationIonospheric Scintillations are rapid variations on the phase and/or amplitude of a radio signal as it passes through ionospheric plasma irregularities. The ionosphere is a specific layer of the Earth's atmosphere located approximately between 50 km and 1000 km above the Earth's surface. As Global Navigation Satellite Systems (GNSS) – such as GPS, Galileo, BDS and GLONASS – use radio signals, these variations degrade their positioning service quality. Due to its location, Brazil is one of the places most affected by scintillation in the world. For that reason, ionosphere monitoring stations have been deployed over Brazilian territory since 2011 through cooperative projects between several institutions in Europe and Brazil. Such monitoring stations compose a network that generates a large amount of monitoring data everyday. GNSS receivers deployed at these stations – named Ionospheric Scintillation Monitor Receivers (ISMR) – provide scintillation indices and related signal metrics for available satellites dedicated to satellite-based navigation and positioning services. With this monitoring infrastructure, more than ten million observation values are generated and stored every day. Extracting the relevant information from this huge amount of data was a hard process and required the expertise of computer and geoscience scientists. This paper describes the concepts, design and aspects related to the implementation of the software that has been supporting research on ISMR data – the so-called ISMR Query Tool. Usability and other aspects are also presented via examples of application. This web based software has been designed and developed aiming to ensure insights over the huge amount of ISMR data that is fetched every day on an integrated platform. The software applies and adapts time series mining and information visualization techniques to extend the possibilities of exploring and analyzing ISMR data. The software is available to the scientific community through the World Wide Web, therefore constituting an analysis infrastructure that complements the monitoring one, providing support for researching ionospheric scintillation in the GNSS context. Interested researchers can access the functionalities without cost at http://is-cigala-calibra.fct.unesp.br/, under online request to the Space Geodesy Study Group from UNESP – Univ Estadual Paulista at Presidente Prudente.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)European CommissionGruaduate Program in Cartographic Sciences Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305Department of Mathematics and Computing Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305Department of Cartography Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305Gruaduate Program in Cartographic Sciences Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305Department of Mathematics and Computing Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305Department of Cartography Faculdade de Ciências e Tecnologia UNESP – Universidade Estadual Paulista, Rua Roberto Simonsen, 305FAPESP: 06/04008-2European Commission: FP7-GALILEO-2009-GSAEuropean Commission: FP7-GALILEO-2011-GSA-1aUniversidade Estadual Paulista (Unesp)Vani, Bruno César [UNESP]Shimabukuro, Milton Hirokazu [UNESP]Galera Monico, João Francisco [UNESP]2018-12-11T17:07:26Z2018-12-11T17:07:26Z2017-07-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article125-134application/pdfhttp://dx.doi.org/10.1016/j.cageo.2016.08.022Computers and Geosciences, v. 104, p. 125-134.0098-3004http://hdl.handle.net/11449/17372010.1016/j.cageo.2016.08.0222-s2.0-849940706612-s2.0-84994070661.pdf1184195536814806Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComputers and Geosciences1,350info:eu-repo/semantics/openAccess2023-10-21T06:04:20Zoai:repositorio.unesp.br:11449/173720Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-10-21T06:04:20Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
title Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
spellingShingle Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
Vani, Bruno César [UNESP]
GNSS
Ionospheric scintillation
Visual exploration
title_short Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
title_full Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
title_fullStr Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
title_full_unstemmed Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
title_sort Visual exploration and analysis of ionospheric scintillation monitoring data: The ISMR Query Tool
author Vani, Bruno César [UNESP]
author_facet Vani, Bruno César [UNESP]
Shimabukuro, Milton Hirokazu [UNESP]
Galera Monico, João Francisco [UNESP]
author_role author
author2 Shimabukuro, Milton Hirokazu [UNESP]
Galera Monico, João Francisco [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Vani, Bruno César [UNESP]
Shimabukuro, Milton Hirokazu [UNESP]
Galera Monico, João Francisco [UNESP]
dc.subject.por.fl_str_mv GNSS
Ionospheric scintillation
Visual exploration
topic GNSS
Ionospheric scintillation
Visual exploration
description Ionospheric Scintillations are rapid variations on the phase and/or amplitude of a radio signal as it passes through ionospheric plasma irregularities. The ionosphere is a specific layer of the Earth's atmosphere located approximately between 50 km and 1000 km above the Earth's surface. As Global Navigation Satellite Systems (GNSS) – such as GPS, Galileo, BDS and GLONASS – use radio signals, these variations degrade their positioning service quality. Due to its location, Brazil is one of the places most affected by scintillation in the world. For that reason, ionosphere monitoring stations have been deployed over Brazilian territory since 2011 through cooperative projects between several institutions in Europe and Brazil. Such monitoring stations compose a network that generates a large amount of monitoring data everyday. GNSS receivers deployed at these stations – named Ionospheric Scintillation Monitor Receivers (ISMR) – provide scintillation indices and related signal metrics for available satellites dedicated to satellite-based navigation and positioning services. With this monitoring infrastructure, more than ten million observation values are generated and stored every day. Extracting the relevant information from this huge amount of data was a hard process and required the expertise of computer and geoscience scientists. This paper describes the concepts, design and aspects related to the implementation of the software that has been supporting research on ISMR data – the so-called ISMR Query Tool. Usability and other aspects are also presented via examples of application. This web based software has been designed and developed aiming to ensure insights over the huge amount of ISMR data that is fetched every day on an integrated platform. The software applies and adapts time series mining and information visualization techniques to extend the possibilities of exploring and analyzing ISMR data. The software is available to the scientific community through the World Wide Web, therefore constituting an analysis infrastructure that complements the monitoring one, providing support for researching ionospheric scintillation in the GNSS context. Interested researchers can access the functionalities without cost at http://is-cigala-calibra.fct.unesp.br/, under online request to the Space Geodesy Study Group from UNESP – Univ Estadual Paulista at Presidente Prudente.
publishDate 2017
dc.date.none.fl_str_mv 2017-07-01
2018-12-11T17:07:26Z
2018-12-11T17:07:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.cageo.2016.08.022
Computers and Geosciences, v. 104, p. 125-134.
0098-3004
http://hdl.handle.net/11449/173720
10.1016/j.cageo.2016.08.022
2-s2.0-84994070661
2-s2.0-84994070661.pdf
1184195536814806
url http://dx.doi.org/10.1016/j.cageo.2016.08.022
http://hdl.handle.net/11449/173720
identifier_str_mv Computers and Geosciences, v. 104, p. 125-134.
0098-3004
10.1016/j.cageo.2016.08.022
2-s2.0-84994070661
2-s2.0-84994070661.pdf
1184195536814806
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Computers and Geosciences
1,350
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 125-134
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799964639991169024