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The visual complexity of coronal mass ejections follows the solar cycle

Abstract:
The Heliospheric Imagers on board National Aeronautics and Space Administration (NASA)'s twin STEREO spacecraft show that coronal mass ejections (CMEs) can be visually complex structures. To explore this complexity, we created a citizen science project with the U.K. Science Museum, in which participants were shown pairs of CME images and asked to decide which image in each pair appeared the most “complicated.” A Bradley‐Terry model was then applied to these data to rank the CMEs by their “complicatedness,” or “visual complexity.” This complexity ranking revealed that the annual average visual complexity values follow the solar activity cycle, with a higher level of complexity being observed at the peak of the cycle. The average complexity of CMEs observed by STEREO‐A was also found to be significantly higher than those observed by STEREO‐B. Visual complexity was found to be associated with CME size and brightness, but our results suggest that complexity may be influenced by the scale‐sizes of structure in the CMEs.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1029/2020sw002556

Authors


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Role:
Author
ORCID:
0000-0002-7716-3532
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Role:
Author
ORCID:
0000-0001-6411-5649
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Role:
Author
ORCID:
0000-0001-9876-4612
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Role:
Author
ORCID:
0000-0003-2507-5458
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Institution:
University of Oxford
Division:
MPLS
Department:
Physics
Sub department:
Astrophysics
Oxford college:
Mansfield College
Role:
Author
ORCID:
0000-0001-5578-359X


Publisher:
American Geophysical Union
Journal:
Space Weather More from this journal
Volume:
18
Issue:
10
Publication date:
2020-09-01
Acceptance date:
2020-08-27
DOI:
EISSN:
1542-7390
ISSN:
1539-4956


Language:
English
Keywords:
Pubs id:
1136217
Local pid:
pubs:1136217
Deposit date:
2020-10-06

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