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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    <subfield code="u">Department of Physics of The Catholic University of America/ NASA Goddard Space Flight Center</subfield>
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    <subfield code="a">&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;
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