The GALAH survey: a catalogue of carbon-enhanced stars and CEMP candidates
arXiv:1807.07977 · doi:10.1093/mnras/sty3155
Abstract
Swan bands - characteristic molecular absorption features of the C molecule - are a spectroscopic signature of carbon-enhanced stars. They can also be used to identify carbon-enhanced metal-poor (CEMP) stars. The GALAH (GALactic Archaeology with Hermes) is a magnitude-limited survey of stars producing high-resolution, high signal-to-noise spectra. We used 627,708 GALAH spectra to search for carbon-enhanced stars with a supervised and unsupervised classification algorithm, relying on the imprint of the Swan bands. We identified 918 carbon-enhanced stars, including 12 already described in the literature. An unbiased selection function of the GALAH survey allows us to perform a population study of carbon-enhanced stars. Most of them are giants, out of which we find 28 CEMP candidates. A large fraction of our carbon-enhanced stars with repeated observations show variation in radial velocity, hinting that there is a large fraction of variables among them. 32 of the detected stars also show strong Lithium enhancement in their spectra.
arXiv comment13+5 pages, 13 figures, 1 catalog, accepted to MNRAS
References in corpus (57)
- Gaia Data Release 2. Summary of the contents and survey properties
- galpy: A Python Library for Galactic Dynamics
- First stars V - Abundance patterns from C to Zn and supernova yields in the early Galaxy
- The GALAH Survey: Scientific Motivation
- Carbon Enhanced Metal-Poor Stars. I. Chemical Compositions of 26 Stars
- A Search for Stars of Very Low Metal Abundance. VI. Detailed Abundances of 313 Metal-Poor Stars
- First-generation black-hole-forming supernovae and the metal abundance pattern of a very iron-poor star
- Spectroscopy Made Easy: Evolution
- The Cannon: A data-driven approach to stellar label determination
- The GALAH Survey: Second Data Release
- The Most Metal-Poor Stars. II. Chemical Abundances of 190 Metal-Poor Stars Including 10 New Stars With [Fe/H] < -3.5
- The Binary Frequency Among Carbon-Enhanced, s-Process Rich, Metal-Poor Stars
- Carbon-Enhanced Metal-Poor Star Frequencies in the Galaxy: Corrections for the Effect of Evolutionary Status on Carbon Abundances
- Variations in the Abundance Pattern of Extremely Metal-poor Stars and Nucleosynthesis in Population III Supernovae
- HE 0557-4840 - Ultra-Metal-Poor and Carbon-Rich
- A holistic approach to carbon-enhanced metal-poor stars
- Is HE0107-5240 A Primordial Star? -- The Characteristics of Extremely Metal-Poor Carbon-Rich Stars --
- Normal and Outlying Populations of the Milky Way Stellar Halo at [Fe/H] < -2
- Observational Constraints on First-Star Nucleosynthesis. I. Evidence for Multiple Progenitors of CEMP-no Stars
- Bright Metal-Poor Stars from the Hamburg/ESO Survey. I. Selection and Follow-up Observations from 329 Fields
- Binarity in Carbon-Enhanced Metal-Poor stars
- One large blob and many streams frosting the nearby stellar halo in Gaia DR2
- Carbon-enhanced Metal-poor Stars in SDSS/SEGUE. I. Carbon Abundance Estimation and Frequency of CEMP Stars
- An Elemental Assay of Very, Extremely, and Ultra Metal-Poor Stars
- Carbon-enhanced metal-poor stars: the most pristine objects?
- Abundance Profiling of Extremely Metal-Poor Stars and Supernova Properties in the Early Universe
- The stellar content of the Hamburg/ESO survey. II. A large, homogeneously-selected sample of high latitude carbon stars
- Carbon-Enhanced Metal-Poor Stars in the Inner and Outer Halo Components of the Milky Way
- The Chemical Composition of Carbon-Rich, Very Metal-Poor Stars: A New Class of Mildly Carbon-Rich Objects Without Excess of Neutron-Capture Elements
- The TESS-HERMES survey Data Release 1: high-resolution spectroscopy of the TESS southern continuous viewing zone
- High-Resolution Spectroscopic Study of Extremely Metal-Poor Star Candidates from the SkyMapper Survey
- The Most Metal-Poor Stars. III. The Metallicity Distribution Function and CEMP Fraction
- The Origin of Carbon-Enhancement and Initial Mass Function of Extremely Metal-Poor Stars in the Galactic Halo
- Carbon Stars in the Hamburg/ESO Survey: Abundances
- The role of binaries in the enrichment of the early Galactic halo. II. Carbon-Enhanced Metal-Poor Stars - CEMP-no stars
- Binary properties of CH and Carbon-Enhanced Metal-Poor stars
- The Chemical Abundances of Stars in the Halo (CASH) Project. II. A Sample of 16 Extremely Metal-poor Stars
- The Frequency of Carbon Stars Among Extremely Metal-Poor Stars
- The GALAH survey: The data reduction pipeline
- Carbon-Enhanced Metal-Poor Stars: CEMP-s and CEMP-no Sub-Classes in the Halo System of the Milky Way
- The Galah Survey: Classification and diagnostics with t-SNE reduction of spectral information
- Innocent Bystanders: Carbon Stars from the Sloan Digital Sky Survey
- Carbon-enhanced metal-poor stars: a window on AGB nucleosynthesis and binary evolution. II. Statistical analysis of a sample of 67 CEMP- stars
- Faint High-Latitude Carbon Stars Discovered by the Sloan Digital Sky Survey: An Initial Catalog
- Estimation of Carbon Abundances in Metal-Poor Stars. I. Application to the "Strong G-band" stars of Beers, Preston, & Shectman
- Galactic Archeology with the AEGIS Survey: The Evolution of Carbon and Iron in the Galactic Halo
- Carbon stars identified from LAMOST DR4 using Machine Learning
- Faint High Latitude Carbon Stars Discovered by the Sloan Digital Sky Survey: Methods and Initial Results
- The GALAH survey: properties of the Galactic disk(s) in the solar neighbourhood
- Carbon stars from LAMOST DR2 data
- The Chemical Abundances of Stars in the Halo (CASH) Project. III. A New Classification Scheme for Carbon-Enhanced Metal-poor Stars with S-process Element Enhancement
- Extension of the C star rotation curve of the Milky Way to 24 kpc
- A Search for Unrecognized Carbon-Enhanced Metal-Poor Stars in the Galaxy
- Dwarf carbon stars are likely metal-poor binaries and unlikely hosts to carbon planets
- Evidence for Halo Kinematics among Cool Carbon-Rich Dwarfs
- The Binary Dwarf Carbon Star SDSS J125017.90+252427.6
- -Process in Massive Carbon-Enhanced Metal-Poor Stars
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- The GALAH Survey: Non-LTE departure coefficients for large spectroscopic surveys
- A review of unsupervised learning in astronomy
- A Possible Alignment Between the Orbits of Planetary Systems and their Visual Binary Companions
- Data mining techniques on astronomical spectra data. II : Classification Analysis
- Identification of a Group III CEMP-no Star in the Dwarf Spheroidal Galaxy Canes Venatici I
- The first catalog of candidate white dwarf-main sequence binaries in open star clusters: A new window into common envelope evolution
- The GALAH survey: Characterization of emission-line stars with spectral modelling using autoencoders
- K2-HERMES II. Planet-candidate properties from K2 Campaigns 1-13
- A Catalog of 12,766 Carbon-enhanced Metal-poor Stars from LAMOST Data Release 8
- S-Process Nucleosynthesis in Chemically Peculiar Binaries
- An Unsupervised Machine Learning Approach to Identify Spectral Energy Distribution Outliers: Application to the S-PLUS DR4 data
- J-PLUS: Identifying Outlier Spectral Energy Distributions in the Fourth Data Release Using Unsupervised Machine Learning