Cargando…

Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data

It is known that solar flares can affect the near-Earth space, incurring in consequences for radio communications. Therefore, there is a need to research systems for monitoring solar events. This article presents a data set which can be used in the analysis of such events. This data set originated f...

Descripción completa

Detalles Bibliográficos
Autores principales: Hollanda, Alciomar, Antunes Da Silva, Ana Estela, Cinto, Tiago
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217687/
https://www.ncbi.nlm.nih.gov/pubmed/34189198
http://dx.doi.org/10.1016/j.dib.2021.107203
_version_ 1783710644441186304
author Hollanda, Alciomar
Antunes Da Silva, Ana Estela
Cinto, Tiago
author_facet Hollanda, Alciomar
Antunes Da Silva, Ana Estela
Cinto, Tiago
author_sort Hollanda, Alciomar
collection PubMed
description It is known that solar flares can affect the near-Earth space, incurring in consequences for radio communications. Therefore, there is a need to research systems for monitoring solar events. This article presents a data set which can be used in the analysis of such events. This data set originated from a set of records from magnetic attributes and solar flare data. In order to create this data set, authors used the SunPy library which provided access to data from the Joint Science Operations Center (JSOC) and Space Weather Prediction Center (SWPC). By integrating data from those two sources, 8,874 samples were obtained comprehending the period between May, 2010 and December, 2019. The collected data were stored as a CSV data set. This data set can be used to support the research of solar flare forecasting, as well as to be compared to other data sets or expanded with new attributes.
format Online
Article
Text
id pubmed-8217687
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-82176872021-06-28 Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data Hollanda, Alciomar Antunes Da Silva, Ana Estela Cinto, Tiago Data Brief Data Article It is known that solar flares can affect the near-Earth space, incurring in consequences for radio communications. Therefore, there is a need to research systems for monitoring solar events. This article presents a data set which can be used in the analysis of such events. This data set originated from a set of records from magnetic attributes and solar flare data. In order to create this data set, authors used the SunPy library which provided access to data from the Joint Science Operations Center (JSOC) and Space Weather Prediction Center (SWPC). By integrating data from those two sources, 8,874 samples were obtained comprehending the period between May, 2010 and December, 2019. The collected data were stored as a CSV data set. This data set can be used to support the research of solar flare forecasting, as well as to be compared to other data sets or expanded with new attributes. Elsevier 2021-06-09 /pmc/articles/PMC8217687/ /pubmed/34189198 http://dx.doi.org/10.1016/j.dib.2021.107203 Text en © 2021 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Hollanda, Alciomar
Antunes Da Silva, Ana Estela
Cinto, Tiago
Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title_full Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title_fullStr Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title_full_unstemmed Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title_short Data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
title_sort data set for solar flare prediction using helioseismic and magnetic imager vector magnetic field data
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217687/
https://www.ncbi.nlm.nih.gov/pubmed/34189198
http://dx.doi.org/10.1016/j.dib.2021.107203
work_keys_str_mv AT hollandaalciomar datasetforsolarflarepredictionusinghelioseismicandmagneticimagervectormagneticfielddata
AT antunesdasilvaanaestela datasetforsolarflarepredictionusinghelioseismicandmagneticimagervectormagneticfielddata
AT cintotiago datasetforsolarflarepredictionusinghelioseismicandmagneticimagervectormagneticfielddata