Identifying Young Stars in Massive Star-forming Regions for the MYStIX Project
Abstract
The Massive Young star-forming Complex Study in Infrared and X-rays (MYStIX) project requires samples of young stars that are likely members of 20 nearby Galactic massive star-forming regions. Membership is inferred from statistical classification of X-ray sources, from detection of a robust infrared excess that is best explained by circumstellar dust in a disk or infalling envelope and from published spectral types that are unlikely to be found among field stars. We present the MYStIX membership lists here, and describe in detail the statistical classification of X-ray sources via a "Naive Bayes Classifier." These membership lists provide the empirical foundation for later MYStIX science studies.
- Publication:
-
The Astrophysical Journal Supplement Series
- Pub Date:
- December 2013
- DOI:
- 10.1088/0067-0049/209/2/32
- arXiv:
- arXiv:1309.4500
- Bibcode:
- 2013ApJS..209...32B
- Keywords:
-
- infrared: stars;
- methods: data analysis;
- methods: statistical;
- open clusters and associations: general;
- stars: pre-main sequence;
- X-rays: general;
- X-rays: stars;
- Astrophysics - Solar and Stellar Astrophysics
- E-Print:
- 47 pages, 7 figures. Accepted for publication of Astrophysical Journal Supplements (with 6 other MYStIX papers). Complete versions of all MYStIX papers are available at http://www.astro.psu.edu/mystix