J/A+A/582/A121      Dust properties in galaxies              (Remy-Ruyer+, 2015)
Linking dust emission to fundamental properties in galaxies:
the low-metallicity picture.
    Remy-Ruyer A., Madden S.C., Galliano F., Lebouteiller V., Baes M.,
    Bendo G.J., Boselli A., Ciesla L., Cormier D., Cooray A., Cortese L.,
    De Looze I., Doublier-Pritchard V., Galametz M., Jones A.P.,
    Karczewski O.L., Lu N., Spinoglio L.
   <Astron. Astrophys., 582, A121-121 (2015)>
   =2015A&A...582A.121R 2015A&A...582A.121R    (SIMBAD/NED BibCode)
ADC_Keywords: Galaxies, IR ; Interstellar medium ; Photometry, infrared
Keywords: dust, extinction - evolution - galaxies: dwarf - galaxies: evolution -
          infrared: ISM - infrared: galaxies
Abstract:
    In this work, we aim to provide a consistent analysis of the dust
    properties from metal-poor to metal-rich environments by linking them
    to fundamental galactic parameters. We consider two samples of
    galaxies: the Dwarf Galaxy Survey (DGS) and the Key Insights on Nearby
    Galaxies: a Far-Infrared Survey with Herschel (KINGFISH), totalling
    109 galaxies, spanning almost 2dex in metallicity. We collect infrared
    (IR) to submillimetre (submm) data for both samples and present the
    complete data set for the DGS sample. We model the observed spectral
    energy distributions (SED) with a physically-motivated dust model to
    access the dust properties: dust mass, total-IR luminosity, polycyclic
    aromatic hydrocarbon (PAH) mass fraction, dust temperature
    distribution, and dust-to-stellar mass ratio. Using a different SED
    model (modified black body), different dust composition (amorphous
    carbon in lieu of graphite), or a different wavelength coverage at
    submm wavelengths results in differences in the dust mass estimate of
    a factor two to three, showing that this parameter is subject to
    non-negligible systematic modelling uncertainties. We find half as
    much dust with the amorphous carbon dust composition. For eight
    galaxies in our sample, we find a rather small excess at 500µm
    (≤1.5σ). We find that the dust SED of low-metallicity galaxies
    is broader and peaks at shorter wavelengths compared to more
    metal-rich systems, a sign of a clumpier medium in dwarf galaxies. The
    PAH mass fraction and dust temperature distribution are found to be
    driven mostly by the specific star formation rate, sSFR, with
    secondary effects from metallicity. The correlations between
    metallicity and dust mass or total-IR luminosity are direct
    consequences of the stellar mass-metallicity relation. The
    dust-to-stellar mass ratios of metal-rich sources follow the
    well-studied trend of decreasing ratio for decreasing sSFR. The
    relation is more complex for low-metallicity galaxies with high sSFR,
    and depends on the chemical evolutionary stage of the source (i.e.
    gas-to-dust mass ratio). Dust growth processes in the ISM play a key
    role in the dust mass build-up with respect to the stellar content at
    high sSFR and low metallicity. We conclude that the evolution of the
    dust properties from metal-poor to metal-rich galaxies derives from a
    complex interplay between star formation activity, stellar mass, and
    metallicity.
Description:
    For this study, we combine two samples of local galaxies observed with
    Herschel: the Dwarf Galaxy Survey (DGS, Madden et al.,
    2013PASP..125..600M 2013PASP..125..600M) and the Key Insights on Nearby Galaxies: a
    Far-Infrared Survey with Herschel (KINGFISH, Kennicutt et al.,
    2011PASP..123.1347K 2011PASP..123.1347K).
File Summary:
--------------------------------------------------------------------------------
 FileName      Lrecl  Records   Explanations
--------------------------------------------------------------------------------
ReadMe            80        .   This file
table4.dat        71      109   DGS and KINGFISH stellar mass and
                                 star-formation parameters
table5.dat       113       48   Updated Herschel flux densities for the
                                 DGS sample
table6.dat        97       48   Spitzer IRAC flux densities for the DGS sample
table7.dat       105       48   WISE flux densities for the DGS sample
table8.dat       127       48   2MASS and IRAS flux densities from the
                                 literature for the DGS sample
table9.dat        97      109   DGS and KINGFISH dust parameters
tableb1.dat       60       48   DGS Spitzer/IRAC and IRS observing Log
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table4.dat
--------------------------------------------------------------------------------
   Bytes Format Units      Label    Explanations
--------------------------------------------------------------------------------
   1-  8  A8    ---        Sample   Sample
  10- 20  A11   ---        Name     Source name
  23- 24  A2    ---      l_logM*    [<≥] Limit flag on logM*
  25- 29  F5.2  [Msun]     logM*    Stellar mass (1)
  31- 34  F4.2  [Msun]   e_logM*    ? rms uncertainty on logM*
  36- 40  F5.2 [Msun/yr]   logSFR   ?=- Star-formation rates from
                                     Hα+LTIR (2)
  42- 45  F4.2 [Msun/yr] e_logSFR   ?=- rms uncertainty on logSFR
  47- 48  A2    ---      l_logsSFR  [<≥] Limit flag on logsSFR
  49- 54  F6.2  [yr-1]     logsSFR  ?=- Specific star-formation rates defined
                                     by SFR/M*
  56- 59  F4.2  [yr-1]   e_logsSFR  ? rms uncertainty on logsSFR
  62- 66  F5.2  [10-7W]    logLHa   ?=- Hα luminosity (3)
      68  A1    ---      n_logLHa   [a] Note on ogLHa (4)
  70- 71  I2    ---    rnlogLHa   ? References for n_logLHa (5)
--------------------------------------------------------------------------------
Note (1): Log of stellar masses estimated with the formula from
  Eskew et al. (2012AJ....143..139E 2012AJ....143..139E).
Note (2): Log of star-formation rates from Hα+LTIR (see Sect. 2.6.1)
Note (3): Log of Hα luminosities corrected for underlying stellar
  absorption, NII line contamination and foreground Galactic extinction
Note (4): a for corresponding SFRs estimated from Lee et al.
  (2009, Cat. J/ApJ/706/599; see Sect. 2.6.1).
Note (5): References for Hα luminosities as follows:
    1 = Schmitt et al. (2006ApJS..164...52S 2006ApJS..164...52S)
    2 = Kennicutt et al. (2009, Cat. J/ApJ/703/1672)
    3 = Moustakas & Kennicutt (2006, Cat. J/ApJS/164/81)
    4 = Kennicutt et al. (2008, Cat. J/ApJS/178/247)
    5 = Gil de Paz et al. (2003, Cat. J/ApJS/147/29)
    6 = Popescu & Hopp (2000A&AS..142..247P 2000A&AS..142..247P)
    7 = Iglesias-Paramo & Vilchez (1997ApJ...479..190I 1997ApJ...479..190I)
    8 = Pustilnik et al. (2004A&A...425...51P 2004A&A...425...51P)
    9 = Izotov et al. (1994ApJ...435..647I 1994ApJ...435..647I)
   10 = Izotov & Thuan (1998ApJ...500..188I 1998ApJ...500..188I)
   11 = Terlevich et al. (1991, Cat. J/A+AS/91/285)
   12 = Moles et al. (1994ApJ...432..135M 1994ApJ...432..135M)
   13 = Skibba et al. (2011ApJ...738...89S 2011ApJ...738...89S)
   14 = Plana et al. (1998A&AS..128...75P 1998A&AS..128...75P)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table5.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 11  A11   ---     Name      Source name
  13- 14  A2    ---   l_F70       [<≥] Limit flag on F70
  15- 21  F7.3  Jy      F70       PACS flux at 70um
  23- 27  F5.3  Jy    e_F70       ? rms uncertainty on F70
      28  A1    ---   n_F70       [b] Note on F70 (1)
  30- 31  A2    ---   l_F100      [<≥] Limit flag on F1000
  32- 38  F7.3  Jy      F100      ?=- PACS flux at 100um
  40- 45  F6.3  Jy    e_F100      ? rms uncertainty on F100
      46  A1    ---   n_F100      [b] Note on F100 (1)
  48- 49  A2    ---   l_F160      [<≥] Limit flag on F160
  50- 56  F7.3  Jy      F160      PACS flux at 160um
  58- 63  F6.3  Jy    e_F160      ? rms uncertainty on F160
      65  A1    ---     Met       [SP] Map method (2)
      66  A1    ---   n_Met       [cd] Note on Map method (1)
  68- 69  A2    ---   l_F250      [<≥] Limit flag on F250
  70- 75  F6.3  Jy      F250      ?=- SPIRE flux at 250um
  77- 82  F6.3  Jy    e_F250      ? rms uncertainty on F250
  84- 85  A2    ---   l_F350      [<≥] Limit flag on F350
  86- 91  F6.3  Jy      F350      ?=- SPIRE flux at 350um
  93- 98  F6.3  Jy    e_F350      ?=- rms uncertainty on F350
 100-101  A2    ---   l_F500      [<≥] Limit flag on F500
 102-107  F6.3  Jy      F500      ?=- SPIRE flux on F500
 109-113  F5.3  Jy    e_F500      ?=- rms uncertainty on F500
--------------------------------------------------------------------------------
Note (1): Notes as follows:
  b = These upper limits come from the SED modelling (see Appendix E)
  c = For these galaxies, the PACS map-making method was changed from
       PhotProject to Scanamorphos since Remy-Ruyer et al. (2013A&A...557A..95R 2013A&A...557A..95R)
  d = For these galaxies, the PACS map-making method was changed from
       Scanamorphos to PhotProject since Remy-Ruyer et al. (2013A&A...557A..95R 2013A&A...557A..95R)
Note (2): Map method as follows:
  P = PhotProject
  S = Scanamorphos
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table6.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 11  A11   ---     Name      Source name
      12  A1    ---   n_Name      [f] Note on IC 10 (1)
  13- 14  A2    ---   l_F3.6      [<≥] Limit flag on F3.6
  16- 23  F8.3  mJy     F3.6      ?=- IRAC flux at 3.6um
  25- 31  F7.3  mJy   e_F3.6      ? rms uncertainty on F3.6
  33- 34  A2    ---   l_F4.5      [<≥] Limit flag on F4.5
  35- 42  F8.3  mJy     F4.5      ?=- IRAC flux at 4.5um
  44- 50  F7.3  mJy   e_F4.5      ? rms uncertainty on F4.5
  52- 53  A2    ---   l_F5.8      [<≥] Limit flag on F5.8
  54- 59  F6.2  mJy     F5.8      ?=- IRAC flux at 5.8um
  61- 66  F6.2  mJy   e_F5.8      ? rms uncertainty on F5.8
  68- 69  A2    ---   l_F8.0      [<≥] Limit flag on F8.0
  70- 76  F7.2  mJy     F8.0      ?=- IRAC flux at 8.0um
  78- 83  F6.2  mJy   e_F8.0      ?=- rms uncertainty on F8.0
  86- 88  I3    arcsec  ApRad     ?=- Aperture radius
      89  A1    ---     ---       [x]
  90- 92  I3    arcsec  ApRad2    ? Second aperture radius
      93  A1    ---   n_ApRad     [abcde] Note on ApRad (2)
  95- 97  A3    ---   f_ApRad     [yes ] Aperture radius corrected ?
--------------------------------------------------------------------------------
Note (1): f: the IRAC maps do not cover the full galaxy. Thus we do not report
   flux densities for this source.
Note (2): Notes as follows:
   a = The aperture is the same as the one used for Herschel.
   b = The Herschel aperture has been shorten to avoid a contaminating source.
   c = The Herschel aperture has been adapted to match the peculiar morphology.
        of the source in the NIR.
   d = The Herschel aperture has been enlarged to encompass all of the
        NIR emission.
   e = The IRAC map is smaller than the Herschel aperture. The aperture thus
        had to be shorten.
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table7.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 11  A11   ---     Name      Source name
      12  A1    ---   n_Name      [d] Note on NGC 6822 (1)
  14- 15  A2    ---   l_F3.4      [<≥] Limit flag on F3.4
  16- 23  F8.3  mJy     F3.4      ? WISE flux at 3.4um
  25- 31  F7.3  mJy   e_F3.4      ? rms uncertainty on F3.4
      32  A1    ---   n_F3.4      [c] Note on F3.4 (2)
  34- 35  A2    ---   l_F4.6      [<≥] Limit flag on F4.6
  36- 42  F7.3  mJy     F4.6      ? WISE flux at 4.6um
  44- 49  F6.3  mJy   e_F4.6      ? rms uncertainty on F4.6
      50  A1    ---   n_F4.6      [c] Note on F4.6
  52- 53  A2    ---   l_F12       [<≥] Limit flag on F12
  54- 60  F7.2  mJy     F12       ? WISE flux at 12um
  62- 67  F6.2  mJy   e_F12       ? rms uncertainty on F12
      68  A1    ---   n_F12       [c] Note on F12
  70- 71  A2    ---   l_F22       [<≥] Limit flag on F22
  72- 80  F9.3  mJy     F22       ? WISE flux at 22um
  82- 87  F6.2  mJy   e_F22       ? rms uncertainty on F22
      88  A1    ---   n_F22       [c] Note on F22
  92- 94  I3    arcsec  ApRad12   ?=- First aperture radius or semi-major
                                    axis (3)
      95  A1    ---     ---       [x]
  96- 98  I3    arcsec  ApRad12b  ? First aperture semi-minor axis (3)
      99  A1    ---   r_ApRad12   [ab] Note for ApRad12 (4)
     100  A1    ---     ---       [,]
 102-104  I3    arcsec  ApRad34   ? Second aperture radius (3)
     105  A1    ---   n_ApRad34   [ab] Note for ApRad34 (4)
--------------------------------------------------------------------------------
Note (1): The WISE map does not cover the full galaxy. Thus we do not report
  flux densities for this source.
Note (2): c: This galaxy is not resolved at these wavelengths and we thus use
  the profile fit photometry provided by the WISE database.
Note (3): A single value indicates that only one aperture has been used for the
  four wavelengths. Two values separated by a comma indicate that a different
  aperture has been used for WISE1 and WISE2 on one side (first value), and
  WISE3 and WISE4 on the other side (second value, see text for details).
  For several galaxies elliptical apertures were used to match the morphology of
  the source and are indicated by semi-major axis x semi-minor axis.
  A dash indicates that we take the profile fit photometry from the All WISE
  database.
Note (4): Notes as follows:
  a = The aperture is the same as that used for IRAC or Herschel photometry
  b = The aperture has been adapted to match the peculiar morphology of the
       source in the NIR/MIR or to avoid a contaminating source
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table8.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 11  A11   ---     Name      Source name
      12  A1    ---   n_Name      [a] Note on Name (1)
  14- 21  F8.3  mJy     FJ        ? 2MASS flux in J-band
  23- 28  F6.3  mJy   e_FJ        ? rms uncertainty on FJ
  31- 37  F7.2  mJy     FH        ? 2MASS flux in JH-band
  39- 44  F6.2  mJy   e_FH        ? rms uncertainty on FH
  47- 48  A2    ---   l_FKs       [<≥] Limit flag on FKs
  49- 55  F7.2  mJy     FKs       ? 2MASS flux in Ks-band
  57- 62  F6.2  mJy   e_FKs       ? rms uncertainty on FKs
      64  I1    ---   r_FJ        [1/5]? Reference for 2MASS fluxes (1)
  66- 67  A2    ---   l_F12       [<≥] Limit flag on F12
  68- 72  F5.3  Jy      F12       ? IRAS flux at 12um
  74- 78  F5.3  Jy    e_F12       ? rms uncertainty on F12
      79  A1    ---   n_F12       [b] Note on F12 (2)
  81- 82  A2    ---   l_F25       [<≥] Limit flag on F25
  83- 88  F6.3  Jy      F25       ? IRAS flux at 25um
  90- 94  F5.3  Jy    e_F25       ? rms uncertainty on F15
      95  A1    ---   n_F25       [b] Note on F25 (2)
  97- 98  A2    ---   l_F60       [<≥] Limit flag on F60
  99-103  F5.2  Jy      F60       ? IRAS flux at 60um
 105-108  F4.2  Jy    e_F60       ? rms uncertainty on F60
     109  A1    ---   n_F60       [b] Note on F60 (2)
 111-112  A2    ---   l_F100      [<≥] Limit flag on F100
 113-117  F5.2  Jy      F100      ? IRAS flux at 100um
 119-123  F5.2  Jy    e_F100      ? rms uncertainty on F100
     124  A1    ---   n_F100      [b] Note on F100 (2)
 126-127  I2    ---   r_F12       [6/12]? References for IRAS fluxes (1)
--------------------------------------------------------------------------------
Note (1): References as follows:
   1 = NASA/IPAC ISA 2MASS Point Source Catalog (Cat. II/246)
   2 = 2MASS Extended Objects Final Release (Cat. VII/233)
   3 = 2MASS Large Galaxy Atlas (Jarrett et al., 2003AJ....125..525J 2003AJ....125..525J)
   4 = Engelbracht et al. (2008ApJ...678..804E 2008ApJ...678..804E)
   5 = Dale et al. (2009, Cat. J/ApJ/703/517)
   6 = NASA/IPAC ISA IRAS Faint Source (v2.0 1990) (Cat. II/156)
   7 = IRAS Point Source (v2.1) Catalogs (Cat. II/125)
   8 = Rice et al. (1988ApJS...68...91R 1988ApJS...68...91R, Cat. VII/109)
   9 = Sanders et al. (2003, Cat. J/AJ/126/1607)
  10 = Engelbracht et al. (2008ApJ...678..804E 2008ApJ...678..804E)
Note (2): Notes as follows:
 a = The aperture used does not cover the total emission from the galaxy and
      the 2MASS magnitudes reported in the database are not consistent with the
      rest of the IR photometry. Thus we do not consider them for the modelling
 b = This IRAS flux density is not consistent with the rest of the IR.
      photometry. Thus we do not consider it for the modelling.
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table9.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label      Explanations
--------------------------------------------------------------------------------
   1-  8  A8    ---     Sample     Sample
  10- 20  A11   ---     Name       Source name
  23- 24  A2    ---   l_logMdustGr [<≥] Limit flag on logMdustGr
  25- 28  F4.2  [Msun]  logMdustGr ? Dust mass derived using graphite for the
                                      carbonaceous component
      29  A1    ---   n_logMdustGr [a] Note on logMdustGr (4)
  30- 33  F4.2  [Msun]  logMdustAc ? Dust mass derived using amorphous carbons
                                      for the carbonaceous component
  35- 39  F5.2  [Lsun]  logLTIR    ? Total infrared luminosity, from the
                                      best-fit model and integrated between
                                      1 and 1000um
      40  A1    ---   n_logLTIR    [b] Note on logLTIR (4)
  41- 42  A2    ---   l_fPAH       [<≥] Limit flag on fPAH
  43- 46  F4.2  ---     fPAH       ? PAH mass fraction, normalised to the
                                      Galactic value fPAH☉=4.57%
      47  A1    ---   n_fPAH       [c] Note on fPAH (4)
  48- 53  E6.2  ---             ? Mass-averaged starlight intensity (1)
  55- 60  E6.2  ---     sigmaU     ? Standard deviation of the starlight
                                      intensity distribution (2)
  62- 65  F4.1  K       Tdust      ? Average dust temperature (3)
      66  A1    ---   n_Tdust      [a] Note on Tdust (4)
  68- 74  F7.2  Sun     Umin       ? Minimum value of the starlight intensity,
                                      normalised to the Galactic value U☉
  76- 82  E7.1  Sun     DU         ? Difference between the maximum and minimum
                                      values of the starlight intensity
                                      distribution, normalised to the Galactic
                                      value U☉
  84- 87  F4.2  ---     alpha      ? Index of the power law describing the
                                      starlight intensity distribution
  89- 92  F4.0  K       TMIRBB     ? Temperature of the additional MIR modBB
      93  A1    ---     ---        [,]
  95- 97  I3    K       TMIRBBb    ? Second value of temperature of the
                                      additional MIR modBB
--------------------------------------------------------------------------------
Note (1): computed with Eq. (1), normalised to the Galactic value
  U☉=2.2x10-5W/m2
Note (2): computed with Eq.  (2), normalised to the Galactic value U☉
Note (3): computed by integrating Eq. (1) over T=TMWxU1/(4+β),
  with β= 2.0, and TMW=19.7K from Planck Collaboration XI (2014)
Note (4): Notes as follows:
  a = Dust mass and temperature obtained from a modBB fit (see Sect. 3.2.2).
  b = LTIR obtained from Galametz et al. (2013MNRAS.431.1956G 2013MNRAS.431.1956G) calibrations as
       no SED fit was possible for this galaxy.
  c = In these galaxies the fit converges towards 0: no PAH are detected and
       it is not possible to give an upper limit with the method described in
       Sect. 4.3.
--------------------------------------------------------------------------------
Byte-by-byte Description of file: tableb1.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 11  A11   ---     Name      Source name
  12- 14  A3    ---   n_Name      [abc, ] Note on Name (1)
  17- 24  I8    ---     IRAC      IRAC AOR key
  26- 52  A27   ---     IRS       IRS AOR key
  54- 60  A7    ---     Ext       IRS Extraction
--------------------------------------------------------------------------------
Note (1): Note s as follows:
  a = For these galaxies, the IRS slits are not centred on the source position
       and thus we do not present any IRS spectrum
  b = For these galaxies, only local pointings were performed and we cannot
       present an IRS spectrum for the total galaxy
  c = Only high resolution IRS spectra (SH and/or LH) are available
--------------------------------------------------------------------------------
History:
    From electronic version of the journal
(End)                                      Patricia Vannier [CDS]    22-Jan-2016