Assessing distances and consistency of kinematics in Gaia/TGAS

We apply the statistical methods by Schoenrich, Binney & Asplund to assess the quality of distances and kinematics in the RAVE-TGAS and LAMOST-TGAS samples of Solar neighbourhood stars. These methods yield a nominal distance accuracy of 1-2%. Other than common tests on parallax accuracy, they directly test distance estimations including the effects of distance priors. We show how to construct these priors including the survey selection functions (SSFs) directly from the data. We demonstrate that neglecting the SSFs causes severe distance biases. Due to the decline of the SSFs in distance, the simple 1/parallax estimate only mildly underestimates distances. We test the accuracy of measured line-of-sight velocities (v_los) by binning the samples in the nominal v_los uncertainties. We find: a) the LAMOST v_los have a ~ -5 km/s offset; b) the average LAMOST measurement error for v_los is ~7 km/s, significantly smaller than, and nearly uncorrelated with the nominal LAMOST estimates. The RAVE sample shows either a moderate distance underestimate, or an unaccounted source of v_los dispersion (e_v) from measurement errors and binary stars. For a subsample of suspected binary stars in RAVE, our methods indicate significant distance underestimates. Separating a sample in metallicity or kinematics to select thick-disc/halo stars, discriminates between distance bias and e_v. For LAMOST, this separation yields consistency with pure v_los measurement errors. We find an anomaly near longitude l~(300+/-60)deg and distance s~(0.32+/-0.03)kpc on both sides of the galactic plane, which could be explained by either a localised distance error or a breathing mode.

[1]  B. Gibson,et al.  Estimation of the tilt of the stellar velocity ellipsoid from RAVE and implications for mass models , 2008, 0809.0615.

[2]  F. Kerr A Magellanic effect on the galaxy. , 1957 .

[3]  Xu Zhou,et al.  The first data release (DR1) of the LAMOST regular survey , 2015 .

[4]  Mario Mateo,et al.  Internal kinematics of the Leo II dwarf spherodial galaxy , 1995 .

[5]  A. Helmi,et al.  Galactic kinematics and dynamics from radial velocity experiment stars , 2014 .

[6]  M. Bergemann,et al.  Fundamental stellar parameters and metallicities from Bayesian spectroscopy: application to low- and high-resolution spectra , 2013, 1311.5558.

[7]  The stellar kinematics in the solar neighborhood from LAMOST data , 2015 .

[8]  R. Schönrich Galactic rotation and solar motion from stellar kinematics , 2012 .

[9]  Gang Zhao,et al.  Preface: The LAMOST Galactic surveys and early results , 2015 .

[10]  R. Drimmel,et al.  The kinematic signature of the Galactic warp in Gaia DR1 - I. The Hipparcos subsample , 2017, 1702.04556.

[11]  S. Djorgovski,et al.  The warp of the Galactic stellar disk detected in IRAS source counts , 1989 .

[12]  B. Burke Systematic distortion of the outer regions of the galaxy. , 1957 .

[13]  Chao Liu,et al.  RINGS AND RADIAL WAVES IN THE DISK OF THE MILKY WAY , 2015, 1503.00257.

[14]  Coryn A. L. Bailer-Jones,et al.  ESTIMATING DISTANCES FROM PARALLAXES. II. PERFORMANCE OF BAYESIAN DISTANCE ESTIMATORS ON A GAIA-LIKE CATALOGUE , 2016, 1609.03424.

[15]  Mamoru Doi,et al.  The Milky Way Tomography with SDSS. II. Stellar Metallicity , 2008, 0804.3850.

[16]  P. McMillan,et al.  Mass models of the Milky Way , 2011, 1102.4340.

[17]  U. Munari,et al.  The radial velocity experiment (RAVE): First data release , 2006 .

[18]  J. D. Annan,et al.  The influence of binary stars on dwarf spheroidal galaxy kinematics , 1995, astro-ph/9510152.

[19]  C. Barache,et al.  Gaia Data Release 1 - Catalogue validation , 2017, 1701.00292.

[20]  E. Olszewski,et al.  The Mass-to-Light Ratios of the Draco and Ursa Minor Dwarf Spheroidal Galaxies. II. The Binary Population and its Effects on the Measured Velocity Dispersions of Dwarf Spheroidals , 1996 .

[21]  Liverpool John Moores University,et al.  Population effects on the red giant clump absolute magnitude: The K-band , 2002, astro-ph/0208057.

[22]  G. Strömberg The Motions of Giant M Stars , 1927 .

[23]  Y. Joshi Displacement of the Sun from the Galactic plane , 2007, 0704.0950.

[24]  L. Girardi,et al.  Population effects on the red giant clump absolute magnitude, and distance determinations to nearby galaxies , 2001 .

[25]  A. Helmi,et al.  A box full of chocolates: The rich structure of the nearby stellar halo revealed by Gaia and RAVE , 2016, 1611.00222.

[26]  M. G. Lattanzi,et al.  GAIA: Composition, formation and evolution of the Galaxy , 2001, astro-ph/0101235.

[27]  J. Binney,et al.  The quiescent phase of galactic disc growth , 2016, 1604.00191.

[28]  Olivier Bienayme,et al.  THE RADIAL VELOCITY EXPERIMENT (RAVE): FIFTH DATA RELEASE , 2013, 1609.03210.

[29]  Observatoire de la Côte d'Azur,et al.  Gaia Data Release 1. Summary of the astrometric, photometric, and survey properties , 2016, 1609.04172.

[30]  P. McMillan,et al.  The mass distribution and gravitational potential of the Milky Way , 2016, 1608.00971.

[31]  B. Gibson,et al.  The selection function of the RAVE survey , 2016, 1611.00733.

[32]  C. Barache,et al.  Gaia Data Release 1: Astrometry - one billion positions, two million proper motions and parallaxes , 2016, 1609.04303.

[33]  L. Girardi,et al.  Using red clump stars to correct the Gaia DR1 parallaxes , 2017, 1701.02506.

[34]  V. Debattista The vertical structure and kinematics of grand design spirals , 2014, 1405.6345.

[35]  W. Dehnen,et al.  Local kinematics and the local standard of rest , 2009, 0912.3693.

[36]  C. Aerts,et al.  Asteroseismic versus Gaia distances: A first comparison , 2016, 1609.08945.

[37]  O. Gerhard,et al.  Revisiting the Tale of Hercules: How Stars Orbiting the Lagrange Points Visit the Sun , 2017, 1702.06541.

[38]  B. Gibson,et al.  EXPLORING THE MORPHOLOGY OF RAVE STELLAR SPECTRA , 2012, 1204.6502.

[39]  J. Binney,et al.  The structural evolution of galaxies with both thin and thick discs , 2017, 1705.09240.

[40]  K. L. J. Rygl,et al.  TRIGONOMETRIC PARALLAXES OF HIGH MASS STAR FORMING REGIONS: THE STRUCTURE AND KINEMATICS OF THE MILKY WAY , 2014, 1401.5377.

[41]  Paul M. Brunet,et al.  The Gaia mission , 2013, 1303.0303.

[42]  Amsterdam,et al.  On the velocity dispersion of young star clusters: super-virial or binaries? , 2009, 0911.1557.

[43]  A. Siebert,et al.  Radial and vertical flows induced by galactic spiral arms: likely contributors to our ‘wobbly Galaxy’ , 2014, 1403.0587.

[44]  S G Wang,et al.  Special configuration of a very large Schmidt telescope for extensive astronomical spectroscopic observation. , 1996, Applied optics.

[45]  James Binney,et al.  The detection and treatment of distance errors in kinematic analyses of stars , 2011, 1111.0204.