Dataset Open Access

Sunspotter - 14 years of SoHO/MDI

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:

  • lookup_timesfits.csv: lists the filenames and the date of the data acquisition.
  • lookup_properties.csv: lists the properties about the active region observed in each frame to be classified. Some of the properties as measured by SMART [1]
  • classifications.csv: lists each classification made by the volunteers.
  • rankings.csv: lists the final ranking on complexity.
  • users_links.csv: cross identifiers of users between dataset 2 (this one) and dataset 1 [2].

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

 

Files (668.1 MB)
Name Size
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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