J/AJ/145/52   Abundances of late K and M dwarfs in binary systems  (Mann+, 2013)
Prospecting in late-type dwarfs: a calibration of infrared and visible
spectroscopic metallicities of late K and M dwarfs spanning 1.5 dex.
    Mann A.W., Brewer J.M., Gaidos E., Lepine S., Hilton E.J.
   <Astron. J., 145, 52 (2013)>
   =2013AJ....145...52M 2013AJ....145...52M
ADC_Keywords: Stars, F-type ; Stars, G-type ; Stars, K-type ; Stars, M-type ;
              Spectral types ; Effective temperatures ; Abundances
Keywords: binaries: visual - stars: abundances - stars: fundamental parameters -
          stars: late-type - techniques: spectroscopic
Abstract:
    Knowledge of late K and M dwarf metallicities can be used to guide
    planet searches and constrain planet formation models. However, the
    determination of metallicities of late-type stars is difficult because
    visible wavelength spectra of their cool atmospheres contain many
    overlapping absorption lines, preventing the measurement of equivalent
    widths. We present new methods, and improved calibrations of existing
    methods, to determine metallicities of late K and M dwarfs from
    moderate resolution (1300<R<2000) visible and infrared spectra. We
    select a sample of 112 wide binary systems that contain a late-type
    companion to a solar-type primary star. Our sample includes 62 primary
    stars with previously published metallicities, as well as 50 stars
    with metallicities determined from our own observations. We use our
    sample to empirically determine which features in the spectrum of the
    companion are best correlated with the metallicity of the primary. We
    find ∼120 features in K and M dwarf spectra that are useful for
    predicting metallicity. We derive metallicity calibrations for
    different wavelength ranges, and show that it is possible to get
    metallicities reliable to <0.10dex using either visible, J-, H-, or
    K-band spectra. We find that the most accurate metallicities derived
    from visible spectra requires the use of different calibrations for
    early-type (K5.5-M2) and late-type (M2-M6) dwarfs. Our calibrations
    are applicable to dwarfs with metallicities of -1.04<[Fe/H]<+0.56 and
    spectral types from K7 to M5. Lastly, we use our sample of wide
    binaries to test and refine existing calibrations to determine M dwarf
    metallicities. We find that the ζ parameter, which measures the
    ratio of TiO can CaH bands, is correlated with [Fe/H] for super-solar
    metallicities, and ζ does not always correctly identify
    metal-poor M dwarfs. We also find that existing calibrations in the K
    and H bands are quite reliable for stars with [Fe/H]>-0.5, but are
    less useful for more metal-poor stars.
Description:
    Between 2011 January and 2012 April, 60 F-, G- and early K-type stars
    were observed using the ESPaDOnS (Echelle SpectroPolarimetric Device
    for the Observation of Stars) spectrograph attached to the
    Canada-France-Hawaii Telescope (CFHT) on Mauna Kea. Observations were
    taken in the star+sky mode, which gave a resolution of R∼65000 and a
    wavelength range from 0.37µm to 1.05µm. All observations were
    designed to achieve a signal-to-noise ratio (S/N) of >100 at
    0.67µm, and typical S/N was >150 (per resolving element).
    We obtained near-infrared spectra of our sample of companions using
    the SpeX spectrograph attached to the NASA Infrared Telescope Facility
    (IRTF) on Mauna Kea. SpeX observations were taken in the short
    cross-dispersed (SXD) mode using the 0.3"*15" slit, yielding
    simultaneous coverage from 0.8 to 2.4µm and a resolution of R∼2000.
    We obtained a visible spectrum of each companion with the SuperNova
    Integral Field Spectrograph (SNIFS) on the University of Hawaii 2.2m
    telescope atop Mauna Kea. SNIFS has R∼1300 and splits the signal with
    a dichroic mirror into blue (0.32-0.52µm) and red (0.52-0.95µm)
    channels.
File Summary:
--------------------------------------------------------------------------------
 FileName   Lrecl    Records   Explanations
--------------------------------------------------------------------------------
ReadMe         80          .   This file
table1.dat     88        112   Wide binary sample
table2.dat    113         50   Parameters of primary stars observed at
                               Canada-France-Hawaii Telescope (CFHT)
table5.dat     43        111   Metal-sensitive features in the near-IR spectrum
--------------------------------------------------------------------------------
See also:
 B/pastel : The PASTEL catalogue (Soubiran+, 2010-)
 I/317    : The PPMXL Catalog (Roeser+ 2010)
 I/311    : Hipparcos, the New Reduction (van Leeuwen, 2007)
 I/298    : LSPM-North Catalog (Lepine+ 2005)
 I/239    : The Hipparcos and Tycho Catalogues (ESA 1997)
 J/AJ/144/102   : Cat. of wide companions to Hipparcos stars (Tokovinin+, 2012)
 J/AJ/143/67    : SLoWPoKES. II. Properties of wide, low-mass binaries
                  (Dhital+, 2012)
 J/ApJ/753/90   : Stellar paramet. of K5 & later type Kepler stars (Mann+, 2012)
 J/ApJ/748/93   : K-band spectra for 133 nearby M dwarfs (Rojas-Ayala+, 2012)
 J/AJ/142/138   : All-sky catalog of bright M dwarfs (Lepine+, 2011)
 J/A+A/526/A71  : C abundances in G and K nearby stars (Da Silva+, 2011)
 J/A+A/533/A141 : Stellar parameters for 582 HARPS FGK stars (Sousa+, 2011)
 J/AJ/139/2566  : SLoWPoKES catalog (Dhital+, 2010)
 J/PASP/121/117 : Fe & Ti abundance of 12 low-metallicity M stars (Woolf+, 2009)
 J/AJ/133/889   : Faint companions of Hipparcos stars (Lepine+, 2007)
 J/ApJS/169/430 : Atmospheric parame. of 1907 metal-rich stars (Robinson+, 2007)
 J/ApJS/159/141 : Spectroscopic properties of cool stars. I. (Valenti+, 2005)
 J/PASJ/57/27   : Atmospheric parameters of nearby F-K stars (Takeda+, 2005)
 J/ApJS/150/455 : New HIP-based parallaxes for 424 faint stars (Gould+, 2004)
Byte-by-byte Description of file: table1.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label    Explanations
--------------------------------------------------------------------------------
   1- 14  A14   ---     Name    Name of the companion star (late K or M dwarf)
  16- 23  F8.4  deg     RAdeg   Right Ascension in decimal degrees (J2000)
  25- 32  F8.4  deg     DEdeg   Declination in decimal degrees (J2000)
  34- 37  A4    ---     SpT     Spectral type of the companion star (1)
  39- 41  A3    ---     ---     [HIP]
  43- 56  A14   ---     HIP     Identifier of the primary (F, G, or K star) (G1)
  58- 62  F5.2  [Sun]   [Fe/H]  The [Fe/H] metallicity of the primary (2)
  64- 67  F4.2  [Sun] e_[Fe/H]  Uncertainty in [Fe/H]
  69- 72  A4    ---   r_[Fe/H]  Reference for [Fe/H] (3)
  74- 78  F5.2  [Sun]   [M/H]   ? Metallicity of the primary (2)
  80- 83  F4.2  [Sun] e_[M/H]   ? Uncertainty in [M/H]
  85- 88  A4    ---   r_[M/H]   Reference for [M/H] (3)
--------------------------------------------------------------------------------
Note (1): Derived from TiO and CaH indices (Lepine et al., 2013AJ....145..102L 2013AJ....145..102L).
  Continuous spectral types (to 0.1) are used for plotting/binning/calculations,
  even though spectral types are only accurate to ±0.2 (and by convention
  should be rounded to the nearest 0.5).
Note (2): Includes our applied corrections (see Section 4.1).
Note (3): Note that all metallicities sources are from high-resolution spectra,
    with the exception of Ro07, which uses moderate-resolution spectra, and C11,
    which uses Stromgren photometry. References as follows:
    C01 = Cayrel de Strobel et al. (2001, cat. III/221; obsoleted by B/pastel);
    M04 = Mishenina et al. (2004, cat. J/A+A/418/551);
   LH05 = Luck & Heiter (2005, cat. J/AJ/129/1063);
   VF05 = Valenti & Fischer (2005, cat. J/ApJS/159/141);
    T05 = Takeda et al. (2005, cat. J/PASJ/57/27);
    B06 = Bean et al. (2006ApJ...652.1604B 2006ApJ...652.1604B);
   Ra07 = Ramirez et al. (2007, cat. J/A+A/465/271);
   Ro07 = Robinson et al. (2007, cat. J/ApJS/169/430);
    F08 = Fuhrmann (2008MNRAS.384..173F 2008MNRAS.384..173F);
    S11 = da Silva et al. (2011, cat. J/A+A/526/A71);
    C11 = Casagrande et al. (2011, cat. J/A+A/530/A138);
    N12 = Neves et al. (2012A&A...538A..25N 2012A&A...538A..25N);
     TW = This work: analysis of the spectra from the ESPaDOnS (Echelle
        SpectroPolarimetric Device for the Observation of Stars) spectrograph
        attached to the Canada-France-Hawaii Telescope (CFHT) on Mauna Kea.
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table2.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  3  A3    ---       ---     [HIP]
   5- 18  A14   ---       HIP     Identifier of primary (F, G, or K star) (G1)
  20- 23  I4    K         Teff    Effective temperature
  25- 26  I2    K       e_Teff    Error in Teff
  28- 31  F4.2  [cm/s2]   logg    Surface gravity
  33- 36  F4.2  [cm/s2] e_logg    Error in logg
  38- 42  F5.2  [Sun]     [Fe/H]  The [Fe/H] metallicity
  44- 47  F4.2  [Sun]   e_[Fe/H]  Error in [Fe/H]
  49- 53  F5.2  [Sun]     [M/H]   Metallicity
  55- 58  F4.2  [Sun]   e_[M/H]   Error in [M/H]
  60- 64  F5.2  [Sun]     [Na/H]  Abundance of Na
  66- 69  F4.2  [Sun]   e_[Na/H]  Error in [Na/H]
  71- 75  F5.2  [Sun]     [Ti/H]  Abundance of Ti
  77- 80  F4.2  [Sun]   e_[Ti/H]  Error in [Ti/H]
  82- 86  F5.2  [Sun]     [Si/H]  Abundance of Si
  88- 91  F4.2  [Sun]   e_[Si/H]  Error in [Si/H]
  93- 97  F5.2  [Sun]     [Ni/H]  Abundance of Ni
  99-102  F4.2  [Sun]   e_[Ni/H]  Error in [Ni/H]
 104-107  F4.1  ---       chi2    Reduced χ2 (1)
 109-113  A5    ---       Run     Run type (ITER or VESTA) (2)
--------------------------------------------------------------------------------
Note (1): Our final model parameters are χ2-weighted averages of 3 runs.
Note (2): Run type as follows:
 ITER  = parameters determined using Hipparcos parallaxes and Yonsei-Yale (Y2)
         isochrones (Demarque et al., 2004ApJS..155..667D 2004ApJS..155..667D).
 VESTA = parameters determined using classical SME (Spectroscopy Made Easy)
         fitting (no parallax information included) with a correction using
         Vesta as described in Valenti & Fischer (2005, cat. J/ApJS/159/141).
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table5.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
       1  A1    ---     ---       [F]
   2-  3  I2    ---     F         [1/22]? Feature number (1)
   5- 10  F6.4  um      lambda    [0.398/2.3844] Center wavelength (2)
  12- 13  I2    0.1nm   W         [20/98] Feature width; in Å (3)
  15- 18  F4.2  ---     r1        [0.1/0.86]? Correlation coefficient for all
                                   dwarfs (K5.5-M6.0), [Fe/H] (4)
  20- 23  F4.2  ---     r2        [0.19/0.89]? Correlation coefficient for
                                   early-type dwarfs (K5.5-M2.0), [Fe/H] (4)
  25- 28  F4.2  ---     r3        [0.18/0.83]? Correlation coefficient for
                                   late-type dwarfs (M2.0-M6.0), [Fe/H] (4)
  30- 33  F4.2  ---     r4        [0.1/0.78]? Correlation coefficient for all
                                   dwarfs (K5.5-M6.0), [M/H] (4)
  35- 38  F4.2  ---     r5        [0.2/0.86]? Correlation coefficient for
                                   early-type dwarfs (K5.5-M2.0), [M/H] (4)
  40- 43  F4.2  ---     r6        [0.18/0.68]? Correlation coefficient for
                                   late-type dwarfs (M2.0-M6.0), [M/H] (4)
--------------------------------------------------------------------------------
Note (1): In total we find ∼120 features in K and M dwarf (companion star)
     spectra that are statistically significant predictors of primary star
     metallicity, although only ∼20 of these features are used in our final
     calibrations. Some features may not correspond to any one specific element
     or molecule, but simply to a region of the spectrum that undergoes overall
     changes as a function of the metallicity of the star (see Section 6 for
     further details).
Note (2): A center wavelength is selected, starting at the blue end of the
     spectrum (∼0.33µm) and ending at the red end (∼2.4µm).
     See Section 5 for more details.
Note (3): For each feature center, we select a feature width starting at 20Å.
     We use an upper limit of 100Å (see Section 5 for more details).
Note (4): The adjusted square of the multiple correlation coefficient (Rap2)
     as defined in Equation (6). A blank denotes that the feature did not have
     an Rap2 value above the Rrand2 value (the 99.9% highest Rap2
     value from the randomly assigned metallicities), and thus is not
     considered a statistically significant metal-sensitive feature.
--------------------------------------------------------------------------------
Global notes:
Note (G1): HIP number (with the exception of three NLTT and two PM designation).
History:
    From electronic version of the journal
(End)                Greg Schwarz [AAS], Sylvain Guehenneux [CDS]    25-Mar-2014