2021
DOI: 10.3847/1538-4365/abe465
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SPICY: The Spitzer/IRAC Candidate YSO Catalog for the Inner Galactic Midplane

Abstract: We present ∼120,000 Spitzer/IRAC candidate young stellar objects (YSOs) based on surveys of the Galactic midplane between ℓ ∼ 255°and 110°, including the GLIMPSE I, II, and 3D, Vela-Carina, Cygnus X, and SMOG surveys (613 square degrees), augmented by near-infrared catalogs. We employed a classification scheme that uses the flexibility of a tailored statistical learning method and curated YSO data sets to take full advantage of Spitzer's spatial resolution and sensitivity in the mid-infrared ∼3-9 μm range. Mul… Show more

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Cited by 68 publications
(81 citation statements)
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References 169 publications
(229 reference statements)
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“…The distribution of YSOs along the line of sight, which crosses the Galactic plane in the direction l ≈ 340 • , shows a clumpy pattern (Kuhn et al 2021), with groupings of YSOs (identified from Spitzer's catalogue) associated with the Carina-Saggitarius and Scutum-Centaurus arms, but with some clustering in the inter-arm region. Our BG appears to be located in the vicinity of these concentrations and could represent the more evolved optical counterpart of the ongoing star-formation process.…”
Section: Appendix A: Is There a Cluster In Front Ofmentioning
confidence: 98%
“…The distribution of YSOs along the line of sight, which crosses the Galactic plane in the direction l ≈ 340 • , shows a clumpy pattern (Kuhn et al 2021), with groupings of YSOs (identified from Spitzer's catalogue) associated with the Carina-Saggitarius and Scutum-Centaurus arms, but with some clustering in the inter-arm region. Our BG appears to be located in the vicinity of these concentrations and could represent the more evolved optical counterpart of the ongoing star-formation process.…”
Section: Appendix A: Is There a Cluster In Front Ofmentioning
confidence: 98%
“…Furthermore, we used several existing YSO catalogues from the literature, based on optical and infrared surveys and observations, including data from Gaia DR2, infrared data from 2MASS, and the Spitzer and WISE surveys. These catalogues are the Marton et al (2019) probabilistic YSO catalogue, based on Gaia DR2 optical data, 2MASS near-infrared photometry, and WISE mid-IR observations from the AllWISE catalogue, the SPICY (Spitzer/IRAC Candidate YSO) catalogue of Kuhn et al (2021) based on mid-IR observations of Spitzer and the Großschedl et al (2018) study of Orion A based on ESO-VISTA near-infrared survey. While the source of our selection of Gaia DR3 YSO candidate sample is the optical variability, the listed catalogues from the literature used the infrared excess in the SED as the signature of the young nature.…”
Section: Other Cataloguesmentioning
confidence: 99%
“…The method decomposes joint probability distributions into their marginal distributions and a function, the copula, that couples them (Nelsen 2010). Recently, Kuhn et al (2021) used the method of MCI to aid the construction of the SPICY catalogue of young stellar objects in the Galactic midplane. Moreover, Sato et al (2011) and Lin et al (2016) constructed likelihood functions for weak lensing analysis and Andreani et al (2018) inferred bivariate luminosity and mass functions making use of MCI.…”
Section: Missing Data: Multiple Copula Imputationmentioning
confidence: 99%