Extraction of metadata from solar disk H-alpha observations at Sacramento Peak Observatory
We present metadata (date and time of observations) extracted from the digitized (scanned) photographic images of solar disk observations in neutral hydrogen Hα spectral line made at the U.S. National Solar Observatory at Sacramento Peak during 1966-2002. Successful extraction of metadata enables a more effective use of this historical data set in scientific research. About 4.8 million of images were processed using machine-learning models trained to detect the text fields and digitize text information in these fields. We report digitized data along with confidence estimates than can be used to filter out less reliable data. We discuss the complications in digitizing this historical dataset, and suggest additional steps that could be used to improve the extraction of metadata.
Authors
- Egor Illarionov (ORCID: https://orcid.org/0000-0002-2858-9625)
- Alexei A. Pevtsov
- Wei Yukui
Institutions
- Lomonosov Moscow State University (RU)
- National Solar Observatory (US)
- Moscow Center For Continuous Mathematical Education (RU)
Publication Details
- Journal
- Scientific Data
- Published
- 2026-04-20
- DOI
- https://doi.org/10.1038/s41597-026-07243-x
- Primary Topic
- Solar and Space Plasma Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- Moscow Center of Fundamental and Applied Mathematics
- Lomonosov Moscow State University