Spitzer IRS Spectra of Luminous 8 micron Sources in the Large Magellanic Cloud: Testing color-based classifications
Catherine L. Buchanan (University of Melbourne), Joel H. Kastner, (Rochester Institute of Technology), Bruce J. Hrivnak (Valparaiso University), and Raghvendra Sahai (NASA/JPL)

TL;DR
This study uses Spitzer IRS spectra to evaluate and refine color-based classification schemes for luminous infrared sources in the Large Magellanic Cloud, improving identification accuracy of stellar types.
Contribution
It provides spectroscopic validation and refinement of the JHK8 color classification system for luminous IR sources in the LMC, enhancing classification reliability.
Findings
Spectra confirm most JHK8 classifications.
Refined color-color diagrams improve star type discrimination.
Identified new O-rich AGB stars and confirmed dominance of C-rich AGB stars.
Abstract
We present archival Spitzer IRS spectra of 19 luminous 8 micron selected sources in the Large Magellanic Cloud (LMC). The object classes derived from these spectra and from an additional 24 spectra in the literature are compared with classifications based on 2MASS/MSX (J, H, K, and 8 micron) colors in order to test the "JHK8" classification scheme (Kastner et al. 2008). The IRS spectra confirm the classifications of 22 of the 31 sources that can be classified under the JHK8 system. The spectroscopic classification of 12 objects that were unclassifiable in the JHK8 scheme allow us to characterize regions of the color-color diagrams that previously lacked spectroscopic verification, enabling refinements to the JHK8 classification system. The results of these new classifications are consistent with previous results concerning the identification of the most infrared-luminous objects in the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
