Dataset Open Access
Higgins, P. A.;
Pérez-Suárez, David;
Murray, Sophie A.;
Maloney, Shane A.;
Gallagher, Peter T.;
Bloomfield, Shaun;
McCloskey, Aoife E.;
Roche, Joseph;
O'Callaghan, David;
O'Neill, Arlene;
Ryan, Dan F.;
Leka, K.D.
Second dataset based on automated detections produced by SMART [1] with data between May 1996 and August 2010 and classifications by volunteers through the zooniverse's Sunspotter project.
Volunteers had to choose the most complex active region of a pair based on a random selection of the least classified images. Unlike the first round [2], all active regions were scaled to have the same size. Attempting therefore to remove the bias produced by the differences on sizes.
The dataset is composed of five files:
The score provided on the rankings file follows the Elo rating system. However, a new score following other selection mechanism is possible using the data available on the classification file.
Though the user's information has been removed, the classifications keep an index to differentiate classifications made by different users.
Some software to ingest the tables into a sqlite database and to obtain some preliminary results are available on GitHub.
[1]: DOI: 10.1016/j.asr.2010.06.024
[2]: DOI: 10.5281/zenodo.1478966
Name | Size | |
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classifications.csv
md5:4412ea392fbf492b135de33b3212c1d4 |
608.2 MB | Download |
lookup_properties.csv
md5:775101dc8b3a37ad1516c89631b33dbb |
45.2 MB | Download |
lookup_timesfits.csv
md5:aeef5bbe5656ee3919abf2d2b31dcd1c |
3.0 MB | Download |
rankings.csv
md5:5685937c10fbdda7b3dd58e72c5c3187 |
11.7 MB | Download |
readme.md
md5:fd95ec529f3871ec01bd08adfa2923d2 |
8.0 kB | Download |
users_links.csv
md5:a17dc71ea391ce2aa030b639973e72b0 |
1.6 kB | Download |
Higgins et al. (2011). Solar magnetic feature detection and tracking for space weather monitoring. DOI: 10.1016/j.asr.2010.06.024
Higgins et al. (2018). Sunspotter - All-Clear dataset. DOI: 10.5281/zenodo.1478966
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