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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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 |
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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 |
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