Dataset Open Access

Samples of solar flares classes, active regions and time of occurence

Gradvohl, André Leon Sampaio; Fernandes, Matheus Evers Rodrigues


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{
  "conceptdoi": "10.5281/zenodo.1048994", 
  "conceptrecid": "1048994", 
  "created": "2017-11-15T00:14:56.824072+00:00", 
  "doi": "10.5281/zenodo.1048995", 
  "id": 1048995, 
  "links": {
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    "conceptdoi": "https://doi.org/10.5281/zenodo.1048994", 
    "doi": "https://doi.org/10.5281/zenodo.1048995"
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  "metadata": {
    "access_right": "open", 
    "access_right_category": "success", 
    "communities": [
      {
        "id": "highpids"
      }, 
      {
        "id": "zenodo"
      }
    ], 
    "creators": [
      {
        "affiliation": "University of Campinas", 
        "name": "Gradvohl, Andr\u00e9 Leon Sampaio", 
        "orcid": "0000-0002-6520-9740"
      }, 
      {
        "affiliation": "University of Campinas", 
        "name": "Fernandes, Matheus Evers Rodrigues"
      }
    ], 
    "description": "<p>This dataset contains samples of solar flares measurements of classes X, M, C and B.</p>\n\n<p>For clarification, the flares are classified as follows:</p>\n\n<ul>\n\t<li>Class X: flares <span class=\"math-tex\">\\(&gt;10^{-4} watts/m^{2}\\)</span></li>\n\t<li>Class M: <span class=\"math-tex\">\\(10^{-5} watts/m^{2} &lt;\\)</span>flares <span class=\"math-tex\">\\(&lt;10^{-4} watts/m^{2}\\)</span></li>\n\t<li>Class C: <span class=\"math-tex\">\\(10^{-6} watts/m^{2}&lt;\\)</span>flares<span class=\"math-tex\">\\(&lt;10^{-5} watts/m^{2}\\)</span></li>\n\t<li>Class B: <span class=\"math-tex\">\\(10^{-7} watts/m^{2}&lt;\\)</span>flares<span class=\"math-tex\">\\(&lt;10^{-6} watts/m^{2}\\)</span></li>\n</ul>\n\n<p>This dataset was assembled with data from https://www.spaceweatherlive.com/en/solar-activity/top-50-solar-flares</p>\n\n<p>The date (yyyy-mm-dd hh:mm:ss) the authors assembled the data is 2017-11-14 13:48:37</p>\n\n<p>The original data source is the National Oceanic &amp; Atmospheric Administration (NOAA), U.S. Departement of Commerce.</p>\n\n<p>Data description:</p>\n\n<ul>\n\t<li><strong>Class</strong>: Class of the flare: X, M, C or B</li>\n\t<li><strong>Date</strong>: Date of occurence in yyyy-mm-dd format.</li>\n\t<li><strong>AR</strong>: Active Region ID attributed by NOAA.</li>\n\t<li><strong>Begin</strong>: time the flare begins in hh:mm:ss format.</li>\n\t<li><strong>Max</strong>: time the flare reaches its max value in hh:mm:ss format.</li>\n\t<li><strong>End</strong>: time the flare vanishes in hh:mm:ss format.</li>\n</ul>\n\n<p>The dataset has 2,256 tuples divided as follows:</p>\n\n<ul>\n\t<li>171 tuples with X class flares data (7.58%).</li>\n\t<li>572 tuples with M class flares data (25.35%).</li>\n\t<li>767 tuples with C class flares data (34%).</li>\n\t<li>746 tuples with B class flares data (33.07%).</li>\n</ul>\n\n<p>The data collected refer to the period between August 25, 1996 and May 29, 2017.</p>", 
    "doi": "10.5281/zenodo.1048995", 
    "keywords": [
      "Space Weather", 
      "Solar Flares", 
      "Forecasting"
    ], 
    "language": "eng", 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "notes": "The HighPIDS research group (http://highpids.ft.unicamp.br) use this dataset to apply Deep Learning algorithms to classify magnetograms of the Sun.", 
    "publication_date": "2017-11-14", 
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    "title": "Samples of solar flares classes, active regions and time of occurence", 
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  "owners": [
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  ], 
  "revision": 6, 
  "updated": "2017-11-15T08:29:18.860652+00:00"
}

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