J/MNRAS/493/4533     NIR spectroscopic study of young M dwarfs    (Khata+, 2020)
Understanding the physical properties of young M dwarfs: NIR spectroscopic
studies.
    Khata D., Mondal S., Das R., Ghosh S., Ghosh S.
   <Mon. Not. R. Astron. Soc., 493, 4533-4550 (2020)>
   =2020MNRAS.493.4533K 2020MNRAS.493.4533K    (SIMBAD/NED BibCode)
ADC_Keywords: Stars, M-type ; Stars, dwarfs ; Stars, fundamental ;
              Equivalent widths ; Effective temperatures ; Stars, masses ;
              Stars, diameters ; Spectral types ; Spectra, infrared
Keywords: methods: observational - techniques: spectroscopic -
          stars: fundamental parameters - stars: low-mass - infrared: stars
Abstract:
    We present here medium resolution (λ/Δλ∼1200) H-
    and K-band spectra of M-type dwarf stars covering the wavelength
    ranges 1.50-1.80µm and 1.95-2.45µm. The sample includes 53 dwarf
    stars (M0V-M7V) from new observations using the TIFR Near-Infrared
    Spectrometer and Imager instrument on the 2-m Himalayan Chandra
    Telescope. Using interferometrically measured effective temperature
    (Teff), radius and luminosity of nearby bright calibrator stars, we
    have created new empirical relationships among those fundamental
    parameters and spectral indices. The equivalent widths of H-band
    spectral features like Mg (1.57µm), Al (1.67µm) and Mg
    (1.71µm), and the H2O-H index are found to be good indicators of
    Teff, radius and luminosity and we establish linear functions using
    these features relating to those stellar parameters. The
    root-mean-squared error of our best fits are 102K, 0.027R☉ and
    0.12dex respectively. Using spectral-type standards along with known
    parallaxes, we calibrate both H- and K-band H2O indices as a tracer
    of spectral type and absolute Ks magnitude. Metallicities of M-dwarf
    samples are estimated using the K-band calibration relationships. The
    masses of M dwarfs could be determined using the luminosity
    (L/L☉) and we establish a new empirical relation for this. We
    also compare and contrast our results with other similar work from the
    literature.
Description:
    In this paper, we present H- (1.50-1.84um) and K- (1.95-2.45um) band
    spectra of 53 M dwarfs including seven stars with interferometric
    radius, nine objects with reliable metallicity estimates (SPOCS I
    catalogue) and 10 possible planet candidates; almost half of our
    sample is in the northern 8pc region. We measured the EWs and H2O
    index in both the H and K bands and determined spectroscopic Teff,
    radius, luminosity, spectral type, absolute Ks magnitude,
    metallicity and mass by deriving empirical calibration relations for
    these parameters (all the estimated parameters are given in Table 9).
    The estimation of our spectral properties is mostly model-independent.
    The observations were performed using the medium-resolution TIRSPEC
    instrument on the 2-m HCT at Hanle, India over 10 nights during
    different observing cycles from 2016-2018. Due to limited observing
    nights we preferably tried to select nearby bright (K-mag within 8.0)
    objects so that we could observe using 100s exposure in multiple
    frames to cover the spectral ranges up to M7V.
File Summary:
--------------------------------------------------------------------------------
 FileName      Lrecl  Records   Explanations
--------------------------------------------------------------------------------
ReadMe            80        .   This file
table1.dat       124       53   Log of H- and K-band spectroscopic observations
                                using 2-m HCT and observational properties of
                                M dwarfs
table2.dat        95       53   Estimation of EWs and H2O indices in the H
                                and K bands for the TIRSPEC M-dwarf samples
table3.dat        57        5   Spectral features and continuum points
table4.dat        84       12   Inferred Teff, radius and Lbol for the
                                calibration samples
table5.dat        35       15   M-dwarf spectral-type calibration samples
table6.dat        28       16   List of objects used as calibrators to estimate
                                Mk
table7.dat        38       12   M-dwarf metallicity calibration samples
table8.dat        39       12   Mass calibration samples
table9.dat       108       53   Estimated stellar parameters for our observed
                                (2-m HCT) M dwarfs
tablea1.dat       28       16   EW of MgI (1.57um) for the BT-Settl model
                                spectra
tablea2.dat       28       16   EW of Al-a (1.67um) for the BT-Settl model
                                spectra
tablea3.dat       28       16   EW of MgI (1.71um) for the BT-Settl model
                                spectra
tablea4.dat       28       16   EW of NaI (2.21um) for the BT-Settl model
                                spectra
tablea5.dat       28       16   EW of CaI (2.26um) for the BT-Settl model
                                spectra
tablea6.dat       28       16   H-band H2O index for the BT-Settl model
                                spectra
tablea7.dat       28       16   K-band H2O index for the BT-Settl model
                                spectra
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table1.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
  1-  10 A10    ---      Name     Star name
 12-  20 A9     ---    f_Name     Flag on Name (1)
 22-  23 I2     h        RAh      Right ascension (J2000)
 25-  26 I2     min      RAm      Right ascension (J2000)
 28-  32 F5.2   s        RAs      Right ascension (J2000)
      34 A1     ---      DE-      Declination (J2000)
 35-  36 I2     deg      DEd      Declination (J2000)
 38-  39 I2     arcmin   DEm      Declination (J2000)
 41-  45 F5.2   arcsec   DEs      Declination (J2000)
 47-  57 A11    ---      Date     Observation date
 59-  63 F5.3   mag      Ksmag    2MASS Ks-band magnitude
 65-  67 I3     s        ExpTime  Exposure time
 69-  70 I2     ---      Nframe   Number of frames
 72-  74 I3     ---      SNRH     Signal to noise ratio on the H-band
 76-  78 I3     ---      SNRK     Signal to noise ratio on the K-band
 80- 102 A23    ---      Type     Star type
     104 I1     ---    r_Type     Reference for Type (2)
106- 124 A19    ---      Weather  Weather conditions
--------------------------------------------------------------------------------
Note (1): Flag as follows:
    a = M-dwarf Teff, radius and Lbol calibration samples (see Table 4)
    b = M-dwarf spectral-type calibration samples (see Table 5)
    c = M-dwarf Mk calibration samples (see Table 6)
    d = M-dwarf metallicity calibration samples (see Table 7)
    e = M-dwarf mass calibration samples (see Table 8)
Note (2): References as follows:
    1 = [GKL99] Gershberg et al. (1999A&AS..139..555G 1999A&AS..139..555G, Cat. J/A+AS/139/555)
    2 = Frith et al. (2013MNRAS.435.2161F 2013MNRAS.435.2161F, Cat. J/MNRAS/435/2161)
    3 = Tokovinin (1997A&AS..124...75T 1997A&AS..124...75T, Cat. J/A+AS/124/75)
    4 = Samus et al. (2002AstL...28..174S 2002AstL...28..174S, Cat. J/PAZh/28/201)
    5 = Terrien et al. (2015ApJS..220...16T 2015ApJS..220...16T, Cat. J/ApJS/220/16)
    6 = Lopez-Morales (2007ApJ...660..732L 2007ApJ...660..732L)
    7 = Gagne et al. (2015ApJS..219...33G 2015ApJS..219...33G, Cat. J/ApJS/219/33)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table2.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 10 A10    ---     Name    Star name
  12- 16 F5.3   0.1nm   EW1.57  ? Equivalent width of the 1.57um MgI line
  18- 22 F5.3   0.1nm e_EW1.57  ? Error on EW1.57
  24- 28 F5.3   0.1nm   EW1.67  ? Equivalent width of the 1.67um Al-a line
  30- 34 F5.3   0.1nm e_EW1.67  ? Error on EW1.67
  36- 40 F5.3   0.1nm   EW1.71  ? Equivalent width of the 1.71um MgI line
  42- 46 F5.3   0.1nm e_EW1.71  ? Error on EW1.71
  48- 52 F5.3   ---     H2O-H   H-band water index
  54- 58 F5.3   ---   e_H2O-H   Error on H2O-H
  60- 65 F6.3   0.1nm   EW2.21  Equivalent width of the 2.21um NaI line
  67- 71 F5.3   0.1nm e_EW2.21  Error on EW2.21
  73- 77 F5.3   0.1nm   EW2.26  ? Equivalent width of the 2.26um CaI line
  79- 83 F5.3   0.1nm e_EW2.26  ? Error on EW2.26
  85- 89 F5.3   ---     H2O-K   K-band water index
  91- 95 F5.3   ---   e_H2O-K   Error on H2O-K
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table3.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 13  A13   ---     Feature   Spectral feature
      15  A1    ---     Ref       [ab] Reference of the given wavelengths (1)
  17- 22  F6.4  um      windmin   Feature window (minimum wavelength) (2)
  24- 29  F6.4  um      windmax   Feature window (maximum wavelength) (2)
  31- 36  F6.4  um      bluemin   Blue continuum (minimum wavelength) (2)
  38- 43  F6.4  um      bluemax   Blue continuum (maximum wavelength) (2)
  45- 50  F6.4  um      redmin    Red continuum (minimum wavelength) (2)
  52- 57  F6.4  um      redmax    Red continuum (maximum wavelength) (2)
--------------------------------------------------------------------------------
Note (1): Reference as follows:
    a = Newton et al. (2015ApJ...800...85N 2015ApJ...800...85N, Cat. J/ApJ/800/85)
    b = Rojas-Ayala et al. (2012ApJ...748...93R 2012ApJ...748...93R, Cat. J/ApJ/748/93)
Note (2): Wavelengths are given in vacuum
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table4.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  9 A9     ---      Name      Star name
      11 A1     ---    f_Name      [ab] Flag on Name (1)
  13- 16 I4     K        Teffm     Measured effective temperature
  18- 19 I2     K      e_Teffm     Error on Teffm
  21- 25 F5.3   Rsun     Radm      Measured star radius
  27- 32 F6.4   Rsun   e_Radm      Error on Radm
  34- 40 F7.4   [Lsun]   logLbolm  ? Logarithm of the measured bolometric
                                    luminosity
  42- 47 F6.4   [Lsun] e_logLbolm  ? Error on logLbolm
  49- 55 F7.2   K        Teffi     Inferred effective temperature (G1)
  57- 59 I3     K      e_Teffi     Error on Teffi
  61- 65 F5.3   Rsun     Radi      Inferred star radius (G2)
  67- 71 F5.3   Rsun   e_Radi      Error on Radi
  73- 78 F6.3   [Lsun]   logLboli  ? Logarithm of the measured bolometric
                                    luminosity (G3)
  80- 84 F5.3   [Lsun] e_logLboli  ? Error on logLboli
--------------------------------------------------------------------------------
Note (1): Flag as follows:
    a = Interferometrically measured parameters taken from table 3 of
        Newton et al. (2015ApJ...800...85N 2015ApJ...800...85N, Cat. J/ApJ/800/85)
    b = Parameters are from Mann et al. (2015ApJ...804...64M 2015ApJ...804...64M, Cat. J/ApJ/804/64)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table5.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  9 A9     ---     Name     Star name
  11- 15 F5.3   ---     H2O-H    H-band water index
  17- 21 F5.3   ---     H2O-K    K-band water index
  23- 26 A4     ---     SpTypei  Spectral type inferred from the water indices
  28- 31 A4     ---     SpTypes  Spectral type from the Palomar/MSU nearby star
                                  spectroscopic survey
  33- 35 A3     ---   r_SpTypei  Reference used to establish the calibration
                                  relation (1)
--------------------------------------------------------------------------------
Note (1): Reference as follows:
    a = KHM spectral standards (Kirkpatrick et al. 1991ApJS...77..417K 1991ApJS...77..417K,
        1995AJ....109..797K 1995AJ....109..797K, 1999ApJ...519..802K 1999ApJ...519..802K)
    b = CARMENES input catalogue of M dwarfs (Alonso-Floriano et al.
        2015A&A...577A.128A 2015A&A...577A.128A, Cat. J/A+A/577/A128)
    c = CARMENES M-dwarf velocities (Reiners et al. 2018A&A...609L...5R 2018A&A...609L...5R,
        Cat. J/A+A/609/L5)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table6.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  9  A9    ---     Name      Star name
  11- 15  F5.3  mag     Ksmag     2MASS Ks-band magnitude
  17- 22  F6.2  mas     plx       Parallax (1)
  24- 28  F5.3  mag     KsMAG     Absolute Ks-band magnitude (G4)
--------------------------------------------------------------------------------
Note (1): References for the parallaxes are Gaia Collaboration et al.
          (2018A&A...616A...1G 2018A&A...616A...1G, Cat. I/345), Van Leeuwen (2007A&A...474..653V 2007A&A...474..653V,
          Cat. I/311), Henry et al. (2006AJ....132.2360H 2006AJ....132.2360H), Gatewood
          (2008AJ....136..452G 2008AJ....136..452G, Cat. J/AJ/136/452), Dittmann et al.
          (2014ApJ...784..156D 2014ApJ...784..156D, Cat. J/ApJ/784/156)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table7.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label    Explanations
--------------------------------------------------------------------------------
   1-  9  A9    ---     Name     Star name
  11- 14  A4    ---     SpType   Spectral type
  16- 20  F5.2  [-]     [Fe/H]   Fe/H abundance ratio from the SPOCS I catalogue
  22- 26  F5.2  [-]     [M/H]    ? Total metallicity from the SPOCS I catalogue
  28- 32  F5.2  [-]     [Fe/H]p  Predicted Fe/H abundance ratio
  34- 38  F5.2  [-]     [M/H]p   ? Predicted total metallicity
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table8.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  9 A9     ---     Name   Star name
  11- 15 F5.3   Msun    Mstar  Star mass
  17- 21 F5.3   Msun  e_Mstar  Error on Mstar
  23- 29 F7.5   Lsun    Lstar  Star luminosity
  31- 37 F7.5   Lsun  e_Lstar  Error on Lstar
      39 A1     ---     Ref    [ab] Reference (1)
--------------------------------------------------------------------------------
Note (1): Reference as follows:
    a = Mann et al. (2013AJ....145...52M 2013AJ....145...52M, Cat. J/AJ/145/52)
    b = Mann et al. (2015ApJ...804...64M 2015ApJ...804...64M, Cat. J/ApJ/804/64)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table9.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
  1-  10 A10    ---      Name    Star name
 12-  15 A4     ---      SpType  Spectral type (1)
 17-  20 I4     K        Teff    ? Effective temperature (G1)
 22-  24 I3     K      e_Teff    ? Error on Teff
 26-  30 F5.3   Rsun     Rad     ? Star radius (G2)
 32-  36 F5.3   Rsun   e_Rad     ? Error on Rad
 38-  43 F6.3   [Lsun]   logL    ? Logarithm of the star luminosity (G3)
 45-  49 F5.3   [Lsun] e_logL    ? Error on logL
 51-  55 F5.3   Msun     Mass    ? Stellar mass (2)
 57-  61 F5.3   Msun   e_Mass    ? Error on Mass
 63-  68 F6.3   mag      KsMAG   Absolute Ks-band magnitude (G4)
 70-  74 F5.3   mag    e_KsMAG   Error on KsMAG
 76-  81 F6.3   pc       Dist    Spectroscopic distance (3)
 83-  86 F4.2   pc     e_Dist    Error on Dist
 88-  92 F5.2   [-]      [M/H]   ? Total metallicity (4)
 94-  97 F4.2   [-]    e_[M/H]   ? Error on [M/H]
 99- 103 F5.2   [-]      [Fe/H]  ? Fe/H abundance ratio (4)
105- 108 F4.2   [-]    e_[Fe/H]  ? Error on [M/H]
--------------------------------------------------------------------------------
Note (1): Spectral types are calculated using equation 7 with errors of the
          order of roughly ±0.7subtypes:
          SpNIR=21.68-3.45(H2O-H)-17.76(H2O-K)
Note (2): Stellar mass is measured using the mass-luminosity equation 24:
          M=0.0899+24.704L-694.63L2+11202.4L3-67773.4L4
Note (3): Spectroscopic distance is calculated using estimated absolute K
          magnitude and photometrically determined apparent magnitude while
          ignoring the extinction effects
Note (4): [Fe/H] and [M/H] are calculated using equations 12 and 13 of the
          article respectively:
          [Fe/H]=-0.571+0.094EWNaI/(H2O-K)+0.007EWCaI/(H2O-K)
          [M/H]=-1.143+0.096EWNaI/(H2O-K)+0.139EWCaI/(H2O-K)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea1.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff  Effective temperature
   6- 10 F5.3   0.1nm   EW1   ? Equivalent width of the MgI (1.57um) feature
                               for logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   0.1nm   EW2   ? Equivalent width of the MgI (1.57um) feature
                               for logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   0.1nm   EW3   ? Equivalent width of the MgI (1.57um) feature
                               for logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   0.1nm   EW4   ? Equivalent width of the MgI (1.57um) feature
                               for logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea2.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff  Effective temperature
   6- 10 F5.3   0.1nm   EW1   Equivalent width of the Al-a (1.67um) feature for
                               logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   0.1nm   EW2   Equivalent width of the Al-a (1.67um) feature for
                               logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   0.1nm   EW3   Equivalent width of the Al-a (1.67um) feature for
                               logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   0.1nm   EW4   Equivalent width of the Al-a (1.67um) feature for
                               logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea3.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff  Effective temperature
   6- 10 F5.3   0.1nm   EW1   ? Equivalent width of the MgI (1.71um) feature
                               for logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   0.1nm   EW2   ? Equivalent width of the MgI (1.71um) feature
                               for logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   0.1nm   EW3   ? Equivalent width of the MgI (1.71um) feature
                               for logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   0.1nm   EW4   ? Equivalent width of the MgI (1.71um) feature
                               for logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea4.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff  Effective temperature
   6- 10 F5.3   0.1nm   EW1   Equivalent width of the NaI (2.21um) feature for
                               logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   0.1nm   EW2   Equivalent width of the NaI (2.21um) feature for
                               logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   0.1nm   EW3   ? Equivalent width of the NaI (2.21um) feature
                               for logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   0.1nm   EW4   Equivalent width of the NaI (2.21um) feature for
                               logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea5.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff  Effective temperature
   6- 10 F5.3   0.1nm   EW1   ? Equivalent width of the CaI (2.26um) feature
                               for logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   0.1nm   EW2   Equivalent width of the CaI (2.26um) feature for
                               logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   0.1nm   EW3   ? Equivalent width of the CaI (2.26um) feature
                               for logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   0.1nm   EW4   Equivalent width of the CaI (2.26um) feature for
                               logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea6.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff    Effective temperature
   6- 10 F5.3   ---     H2O-H1  H-band water index for logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   ---     H2O-H2  H-band water index for logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   ---     H2O-H3  H-band water index for logg=5.0 and [Fe/H]=0.0
  24- 28 F5.3   ---     H2O-H4  H-band water index for logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tablea7.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  4 I4     K       Teff    Effective temperature
   6- 10 F5.3   ---     H2O-K1  K-band water index for logg=4.5 and [Fe/H]=0.0
  12- 16 F5.3   ---     H2O-K2  K-band water index for logg=4.5 and [Fe/H]=-0.5
  18- 22 F5.3   ---     H2O-K3  ? K-band water index for logg=5.0 and
                                 [Fe/H]=0.0
  24- 28 F5.3   ---     H2O-K4  K-band water index for logg=5.0 and [Fe/H]=0.5
--------------------------------------------------------------------------------
Global Notes:
Note (G1): Teff is inferred using equation 4:
           Teff=592.94-364.34Al-a(1.67um)+224.07Mg(1.57um)+2936.78(H2O-H)
Note (G2): Radius is inferred using equation 5:
           R=-0.854+0.119Mg(1.57um)-0.150Al-a(1.67um)-0.004Mg(1.57um)/
             Al-a(1.67um)+1.203(H2O-H)
Note (G3): Luminosity is inferred using equation 6:
           logL=-2.888+0.316Mg(1.71um)-0.101[Mg(1.71um)]2+0.379Mg(1.57um)
Note (G4): The absolute Ks-band magnitude is estimated using equation 8:
           KsMAG=17.74+5.76(H2O-H)-17.99(H2O-K2)
--------------------------------------------------------------------------------
History:
    From electronic version of the journal
(End)                                           Ana Fiallos [CDS]    03-May-2023