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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  <identifier identifierType="DOI">10.5281/zenodo.4430801</identifier>
  <creators>
    <creator>
      <creatorName>Dos Santos, Luiz F. G.</creatorName>
      <givenName>Luiz F. G.</givenName>
      <familyName>Dos Santos</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5190-442X</nameIdentifier>
      <affiliation>Department of Physics of The Catholic University of America/ NASA Goddard Space Flight Center</affiliation>
    </creator>
    <creator>
      <creatorName>Bose, Souvik</creatorName>
      <givenName>Souvik</givenName>
      <familyName>Bose</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-2180-1013</nameIdentifier>
      <affiliation>Rosseland Center for Solar Physics, University of Oslo</affiliation>
    </creator>
    <creator>
      <creatorName>Salvatelli, Valentina</creatorName>
      <givenName>Valentina</givenName>
      <familyName>Salvatelli</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-3232-4101</nameIdentifier>
      <affiliation>Frontier Development Lab</affiliation>
    </creator>
    <creator>
      <creatorName>Neuberg, Brad</creatorName>
      <givenName>Brad</givenName>
      <familyName>Neuberg</familyName>
      <affiliation>Frontier Development Lab</affiliation>
    </creator>
    <creator>
      <creatorName>Cheung, Mark C. M.</creatorName>
      <givenName>Mark C. M.</givenName>
      <familyName>Cheung</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2110-9753</nameIdentifier>
      <affiliation>Lockheed Martin Solar &amp; Astrophysics Laboratory (LMSAL)</affiliation>
    </creator>
    <creator>
      <creatorName>Janvier, Miho</creatorName>
      <givenName>Miho</givenName>
      <familyName>Janvier</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-6203-5239</nameIdentifier>
      <affiliation>Université Paris-Saclay, CNRS, Institut d'astrophysique spatiale</affiliation>
    </creator>
    <creator>
      <creatorName>Jin, Meng</creatorName>
      <givenName>Meng</givenName>
      <familyName>Jin</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-9672-3873</nameIdentifier>
      <affiliation>SETI Institute / Lockheed Martin Solar &amp; Astrophysics Laboratory (LMSAL)</affiliation>
    </creator>
    <creator>
      <creatorName>Gal, Yarin</creatorName>
      <givenName>Yarin</givenName>
      <familyName>Gal</familyName>
      <affiliation>OATML, Department of Computer Science, University of Oxford</affiliation>
    </creator>
    <creator>
      <creatorName>Baydin, Atılım Güneş</creatorName>
      <givenName>Atılım Güneş</givenName>
      <familyName>Baydin</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9854-8100</nameIdentifier>
      <affiliation>Department of Computer Science, University of Oxford / Department of Engineering Science, University of Oxford</affiliation>
    </creator>
  </creators>
  <titles>
    <title>SDOML Dataset Not Corrected for Degradation Over Time</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <dates>
    <date dateType="Issued">2021-01-10</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4430801</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="arXiv" relationType="IsSupplementTo" resourceTypeGeneral="Preprint">arXiv:2012.14023</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4430800</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This dataset is a version of the&amp;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.&lt;/p&gt;

&lt;p&gt;This dataset is required to reproduce Fig.4 of Dos Santos et al. 2021 (arXiv: 2012.14023)&lt;/p&gt;

&lt;p&gt;&lt;br&gt;
This dataset contains extreme ultraviolet (EUV) images from the&amp;nbsp;Atmospheric Image Assembly at the&amp;nbsp;Solar Dynamics Observatory. The specs of the data are:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Data from 2010 to 2020.&amp;nbsp;&lt;/li&gt;
	&lt;li&gt;Temporal resolution is 1&amp;nbsp;day.&lt;/li&gt;
	&lt;li&gt;Spatial resolution is ~4.8 arcsec (512 x 512 image)&lt;/li&gt;
	&lt;li&gt;Images not corrected for instrumental degradation over time,&lt;/li&gt;
	&lt;li&gt;Images&amp;nbsp;corrected for exposure time.&lt;/li&gt;
	&lt;li&gt;7 EUV channels.&lt;/li&gt;
	&lt;li&gt;The total size of the data is ~22.1&amp;nbsp;TB compressed.&lt;/li&gt;
&lt;/ul&gt;</description>
    <description descriptionType="Other">{"references": ["Galvez et al. 2019, A Machine-learning Data Set Prepared from the NASA Solar Dynamics Observatory Mission, DOI: 10.3847/1538-4365"]}</description>
  </descriptions>
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