Stellar loci III: Photometric metallicities for half million FGK stars of Stripe 82
arXiv:1502.00838 · doi:10.1088/0004-637X/803/1/13
Abstract
We develop a method to estimate photometric metallicities by simultaneously fitting the dereddened colors u-g, g-r, r-i and i-z from the SDSS with those predicted by the metallicity-dependent stellar loci. The method is tested with a spectroscopic sample of main-sequence stars in Stripe 82 selected from the SDSS DR9 and three open clusters. With 1 per cent photometry, the method is capable of delivering photometric metallicities precise to about 0.05, 0.12, and 0.18 dex at metallicities of 0.0, -1.0, and -2.0, respectively, comparable to the precision achievable with low-resolution spectroscopy at a signal-to-noise ratio of 10. We apply this method to the re-calibrated Stripe 82 catalog and derive metallicities for about 0.5 million stars of colors 0.3 < g-i < 1.6 mag and distances between 0.3 -- 18 kpc. Potential systematics in the metallicities thus derived, due to the contamination of giants and binaries, are investigated. Photometric distances are also calculated. About 91, 72, and 53 per cent of the sample stars are brighter than r = 20.5, 19.5, and 18.5 mag, respectively. The median metallicity errors are around 0.19, 0.16, 0.11, and 0.085 dex for the whole sample, and for stars brighter than r = 20.5, 19.5, and 18.5 mag, respectively. The median distance errors are 8.8, 8.4, 7.7, and 7.3 per cent for the aforementioned four groups of stars, respectively. The data are publicly available. Potential applications of the data in studies of the distribution, (sub)structure, and chemistry of the Galactic stellar populations, are briefly discussed. The results will be presented in future papers.
10 pages, 10 figures, ApJ accepted
References in corpus (19)
- The Radial Velocity Experiment (RAVE): first data release
- New constraints on the chemical evolution of the solar neighbourhood and Galactic disc(s). Improved astrophysical parameters for the Geneva-Copenhagen Survey
- The Milky Way Tomography with SDSS: II. Stellar Metallicity
- The SEGUE Stellar Parameter Pipeline. I. Description and Initial Validation Tests
- Stellar SEDs from 0.3-2.5 Microns: Tracing the Stellar Locus and Searching for Color Outliers in SDSS and 2MASS
- SDSS Standard Star Catalog for Stripe 82: the Dawn of Industrial 1% Optical Photometry
- The SEGUE Stellar Parameter Pipeline. II. Validation with Galactic Globular and Open Clusters
- The SEGUE Stellar Parameter Pipeline. III. Comparison with High-Resolution Spectroscopy of SDSS/SEGUE Field Stars
- The LAMOST Stellar Parameter Pipeline at Peking University --- LSP3
- The Distances to Open Clusters from Main-Sequence Fitting. III. Improved Accuracy with Empirically Calibrated Isochrones
- Light and Motion in SDSS Stripe 82: The Catalogues
- The SEGUE Stellar Parameter Pipeline. IV. Validation with an Extended Sample of Galactic Globular and Open Clusters
- LAMOST Spectroscopic Survey of the Galactic Anti-centre (LSS-GAC): target selection and the first release of value-added catalogues
- The chemical abundance of the very metal rich old Open Clusters NGC 6253 and NGC 6791
- The SDSS-2MASS-WISE Ten Dimensional Stellar Color Locus
- A three dimensional extinction map of the Galactic Anticentre from multi-band photometry
- Stellar loci II. a model-free estimate of the binary fraction for field FGK stars
- Stellar color regression: a spectroscopy based method for color calibration to a few mmag accuracy and the recalibration of Stripe 82
- Stellar loci I. Metallicity dependence and intrinsic widths
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- Beyond spectroscopy. I. Metallicities, distances, and age estimates for over twenty million stars from SMSS DR2 and Gaia EDR3
- The Gaia-ESO Survey: Galactic evolution of lithium from iDR6
- The Pristine survey -- XXIII. Data Release 1 and an all-sky metallicity catalogue based on Gaia DR3 BP/RP spectro-photometry
- J-PLUS: Stellar Parameters, C, N, Mg, Ca and [α/Fe] Abundances for Two Million Stars from DR1
- Stellar Loci V: Photometric Metallicities of 27 Million FGK Stars based on Gaia Early Data Release 3
- Milky Way tomography with the SkyMapper Southern Survey: I: Atmospheric parameters and distances of one million red giants
- Photometric recalibration of the SDSS Stripe 82 to a few milimagnitude precision with the stellar color regression method and Gaia EDR3
- Candidate Members of the VMP/EMP Disk System of the Galaxy from the SkyMapper and SAGES Surveys
- Stellar loci IV. Red giant stars
- Stellar Loci VI: An Updated Catalog of the Best and Brightest Metal-poor Stars
- Galactic Stellar Populations from Photometric Metallicity Distribution Functions
- The miniJPAS survey: stellar atmospheric parameters from 56 optical filters