Dataset Open Access

SDOML Dataset Not Corrected for Degradation Over Time

Dos Santos, Luiz F. G.; Bose, Souvik; Salvatelli, Valentina; Neuberg, Brad; Cheung, Mark C. M.; Janvier, Miho; Jin, Meng; Gal, Yarin; Baydin, Atılım Güneş


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  "description": "<p>This dataset is a version of the&nbsp;Galvez et al. 2019 (A Machine-learning Data Set Prepared from the NASA Solar Dynamics Observatory Mission) dataset not corrected for degradation over time.</p>\n\n<p>This dataset is required to reproduce Fig.4 of Dos Santos et al. 2021 (arXiv: 2012.14023)</p>\n\n<p><br>\nThis dataset contains extreme ultraviolet (EUV) images from the&nbsp;Atmospheric Image Assembly at the&nbsp;Solar Dynamics Observatory. The specs of the data are:</p>\n\n<ul>\n\t<li>Data from 2010 to 2020.&nbsp;</li>\n\t<li>Temporal resolution is 1&nbsp;day.</li>\n\t<li>Spatial resolution is ~4.8 arcsec (512 x 512 image)</li>\n\t<li>Images not corrected for instrumental degradation over time,</li>\n\t<li>Images&nbsp;corrected for exposure time.</li>\n\t<li>7 EUV channels.</li>\n\t<li>The total size of the data is ~22.1&nbsp;TB compressed.</li>\n</ul>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Department of Physics of The Catholic University of America/ NASA Goddard Space Flight Center", 
      "@id": "https://orcid.org/0000-0001-5190-442X", 
      "@type": "Person", 
      "name": "Dos Santos, Luiz F. G."
    }, 
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      "affiliation": "Rosseland Center for Solar Physics, University of Oslo", 
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      "@type": "Person", 
      "name": "Bose, Souvik"
    }, 
    {
      "affiliation": "Frontier Development Lab", 
      "@id": "https://orcid.org/0000-0002-3232-4101", 
      "@type": "Person", 
      "name": "Salvatelli, Valentina"
    }, 
    {
      "affiliation": "Frontier Development Lab", 
      "@type": "Person", 
      "name": "Neuberg, Brad"
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    {
      "affiliation": "Lockheed Martin Solar & Astrophysics Laboratory (LMSAL)", 
      "@id": "https://orcid.org/0000-0003-2110-9753", 
      "@type": "Person", 
      "name": "Cheung, Mark C. M."
    }, 
    {
      "affiliation": "Universit\u00e9 Paris-Saclay, CNRS, Institut d'astrophysique spatiale", 
      "@id": "https://orcid.org/0000-0002-6203-5239", 
      "@type": "Person", 
      "name": "Janvier, Miho"
    }, 
    {
      "affiliation": "SETI Institute / Lockheed Martin Solar & Astrophysics Laboratory (LMSAL)", 
      "@id": "https://orcid.org/0000-0002-9672-3873", 
      "@type": "Person", 
      "name": "Jin, Meng"
    }, 
    {
      "affiliation": "OATML, Department of Computer Science, University of Oxford", 
      "@type": "Person", 
      "name": "Gal, Yarin"
    }, 
    {
      "affiliation": "Department of Computer Science, University of Oxford / Department of Engineering Science, University of Oxford", 
      "@id": "https://orcid.org/0000-0001-9854-8100", 
      "@type": "Person", 
      "name": "Baydin, At\u0131l\u0131m G\u00fcne\u015f"
    }
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  "url": "https://zenodo.org/record/4430801", 
  "datePublished": "2021-01-10", 
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  "name": "SDOML Dataset Not Corrected for Degradation Over Time"
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