J/AJ/159/63  New AO obs. of exoplanets & brown dwarf companions  (Bowler+, 2020)
Population-level eccentricity distributions of imaged exoplanets and brown dwarf
companions: dynamical evidence for distinct formation channels.
    Bowler B.P., Blunt S.C., Nielsen E.L.
   <Astron. J., 159, 63 (2020)>
   =2020AJ....159...63B 2020AJ....159...63B
ADC_Keywords: Exoplanets; Stars, brown dwarf; Stars, masses; Spectral types;
              Stars, ages; Infrared; References
Keywords: Exoplanet formation ; Brown dwarfs ; Extrasolar gas giants
Abstract:
    The orbital eccentricities of directly imaged exoplanets and brown
    dwarf companions provide clues about their formation and dynamical
    histories. We combine new high-contrast imaging observations of
    substellar companions obtained primarily with Keck/NIRC2 together with
    astrometry from the literature to test for differences in the
    population-level eccentricity distributions of 27 long-period giant
    planets and brown dwarf companions between 5 and 100au using
    hierarchical Bayesian modeling. Orbit fits are performed in a uniform
    manner for companions with short orbital arcs; this typically results
    in broad constraints for individual eccentricity distributions, but
    together as an ensemble, these systems provide valuable insight into
    their collective underlying orbital patterns. The shape of the
    eccentricity distribution function for our full sample of substellar
    companions is approximately flat from e=0-1. When subdivided by
    companion mass and mass ratio, the underlying distributions for giant
    planets and brown dwarfs show significant differences. Low mass ratio
    companions preferentially have low eccentricities, similar to the
    orbital properties of warm Jupiters found with radial velocities and
    transits. We interpret this as evidence for in situ formation on
    largely undisturbed orbits within massive extended disks. Brown dwarf
    companions exhibit a broad peak at e∼0.6-0.9 with evidence for a
    dependence on orbital period. This closely resembles the orbital
    properties and period-eccentricity trends of wide (1-200au) stellar
    binaries, suggesting that brown dwarfs in this separation range
    predominantly form in a similar fashion. We also report evidence that
    the "eccentricity dichotomy" observed at small separations extends to
    planets on wide orbits: the mean eccentricity for the multi-planet
    system HR8799 is lower than for systems with single planets. In the
    future, larger samples and continued astrometric orbit monitoring will
    help establish whether these eccentricity distributions correlate with
    other parameters such as stellar host mass, multiplicity, and age.
Description:
    HD49197 was targeted using the High Contrast Instrument for the Subaru
    Next Generation Adaptive Optics (HiCIAO) near-infrared imager coupled
    with the AO188 adaptive optic (AO) system at Subaru Telescope on UT
    2011 December 28 (see Table 1 for details). A total of 60 frames was
    acquired in Ks band, each with an integration time of 30s.
    In total, we targeted 13 sources with substellar companions between
    2014 and 2019 (see Table 1) with the NIRC2 camera behind natural guide
    star AO at Keck Observatory. All observations were acquired with the
    narrow camera mode, which provides a plate scale of ∼10mas/pix and a
    field of view of 10.2"x10.2". Total on-source integration times ranged
    from 3 to 81 minutes and the field-of-view rotation angle ranged from
    3° to 119°.
    Finally, these new imaging observations of substellar companions were
    combined with astrometry from the literature; see Table 8.
File Summary:
--------------------------------------------------------------------------------
 FileName    Lrecl   Records    Explanations
--------------------------------------------------------------------------------
ReadMe          80        .  This file
table1.dat     108       18  Observations and astrometry of substellar
                              companions
table3.dat     230       22  Results from orbit fits
table4.dat     201       27  Sample of substellar companions between 2 and
                              75MJup and 5-100au exhibiting orbital motion
table5.dat      94       27  Summary of individual eccentricity distributions
                              companions
table8.dat      95      215  Literature astrometry
refs.dat        68       62  References for Table 4
--------------------------------------------------------------------------------
See also:
 I/345 : Gaia DR2 (Gaia Collaboration, 2018)
 J/ApJ/637/1067     : Near-IR spectral classification T dwarfs (Burgasser+,2006)
 J/ApJ/703/1511     : Wide binaries in Taurus and Upper Sco (Kraus+, 2009)
 J/ApJS/181/62      : Survey of young solar analogs (Metchev+, 2009)
 J/ApJ/693/1084     : Ten new and updated multiplanet systems (Wright+, 2009)
 J/ApJS/190/1       : A survey of stellar families (Raghavan+, 2010)
 J/ApJ/725/331      : Astrometry in the Galactic Center (Yelda+, 2010)
 J/AJ/144/62        : Tertiary companions spectroscopic binaries (Allen+, 2012)
 J/ApJ/754/44       : The AstraLux Large M-dwarf Survey (Janson+ 2012)
 J/ApJ/758/56       : Young M dwarfs within 25pc. II. (Shkolnik+, 2012)
 J/ApJ/745/174      : Evolution models young gas-giant planets (Spiegel+, 2012)
 J/ApJ/771/129      : Submillimetric Class II sources of Taurus (Andrews+, 2013)
 J/ApJ/762/88       : Young stellar kinematic group candidate (Malo+, 2013)
 J/A+A/551/A36      : Metallicity of M dwarfs. III. (Neves+, 2013)
 J/A+A/562/A127     : Near-IR integral spectra of 15 M-L dwarfs (Bonnefoy+,2014)
 J/ApJS/211/25      : Spitzer/IRS debris disk catalog. I. (Chen+, 2014)
 J/ApJ/792/119      : Companions nearby stars from Pan-STARRS 1 (Deacon+, 2014)
 J/ApJ/795/64       : Catalog exoplanet physical param. (Foreman-Mackey+, 2014)
 J/ApJS/214/17      : Orbital monitoring of AstraLux binaries (Janson+, 2014)
 J/ApJS/216/7       : Planets Around Low-Mass Stars (PALMS). IV. (Bowler+, 2015)
 J/other/Sci/350.64 : 51 Eri b near-infrared spectrum (Macintosh+, 2015)
 J/MNRAS/449/2618   : (MinMs) survey. I. (Ward-Duong+, 2015)
 J/ApJS/225/32      : Extended abundance analysis of cool stars (Brewer+, 2016)
 J/ApJ/821/89       : 12yrs radial velocity obs. exoplanet systems (Bryan+,2016)
 J/A+A/594/A63      : International Deep Planet Survey results (Galicher+, 2016)
 J/ApJS/224/2       : K2 EPIC stellar properties 138600 targets (Huber+, 2016)
 J/MNRAS/456/2070   : Eccentricity distribution wide binaries (Tokovinin+, 2016)
 J/ApJ/825/19       : Mass-rad. relation for planets with Rp<4 (Wolfgang+, 2016)
 J/A+A/605/L9       : NIR spectrum of exoplanet HIP 65426b (Chauvin+, 2017)
 J/A+A/604/A108     : UniDAM results (Mints+, 2017)
 J/AJ/155/159       : RVs of the late-T dwarf GL 758 B host star (Bowler+, 2018)
 J/AJ/155/180       : A catalog of cool dwarf targets TESS (Muirhead+, 2018)
 J/AJ/156/286       : The LEECH exoplanet imaging survey (Stone+, 2018)
 J/AJ/158/77        : Candidates & memb. Pisces-Eridanus stream (Curtis+, 2019)
 J/A+A/623/A72      : Binarity of Hipparcos stars Gaia anomaly (Kervella+, 2019)
 J/A+A/624/A118     : Fitted orbits and parameters of 51 Eridani b (Maire+,2019)
 J/AJ/158/13        : The first 300 stars observed by the GPIES (Nielsen+, 2019)
 J/AJ/157/71        : Keck/NIRC2 astrometry for GSC 6214-210 b (Pearce+, 2019)
Byte-by-byte Description of file: table1.dat
--------------------------------------------------------------------------------
  Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
  1- 15 A15    ---     ID        Target identification
 17- 29 A13    ---     Tel       Telescope used (Keck/NIRC2, 17 occurrences or
                                  Subaru/HiCIAO, 1 occurrence)
 31- 34 I4     yr      Obs.Y     [2011/2019] UT year of observation
 36- 38 A3     "month" Obs.M     UT month of observation
 40- 41 I2     d       Obs.D     UT day of observation
 43- 50 F8.3   ---     Epoch     [2011/2020] Epoch of observation
 52- 54 A3     ---     Filt      Filter used (H or KS)
 56- 61 A6     ---     Cor       Coronograph used
 63- 65 I3     ---     Nf        [3/160] Number of frames
 67- 69 I3     ---     Coadd     [1/100] Coadds
 71- 76 F6.3   s       Exp       [0.01/60] Exposition time
 78- 80 I3     deg     theta     [3/119]? Rotation angle (θ)
 82- 87 F6.1   mas     Sep       [361/5609] Separation (ρ)
 89- 92 F4.1   mas   e_Sep       [1.7/15] Error on Sep
 94- 99 F6.2   deg     PA        [19/354] Position angle
101-104 F4.2   deg   e_PA        [0.1/0.7] Error on PA
106-108 I3     ---     S/N       [9/816] Signal to noise ratio of the companion
                                  detection
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table3.dat
--------------------------------------------------------------------------------
  Bytes Format Units Label    Explanations
--------------------------------------------------------------------------------
  1- 15 A15    ---   ID       Target identification
 17- 24 F8.3   yr    Per      [13/7460] Median period
 27- 34 F8.3   yr  e_Per      [0.01/4800] 68.3% c.i. Negative error on Per
 37- 43 F7.2   yr  E_Per      [0.02/3200] 68.3% c.i. Positive error on Per
 45- 51 F7.2   yr  b_Per      [13/2360] 95.4% c.i. minimum period
 53- 60 F8.2   yr  B_Per      [13/59800] 95.4% c.i. maximum period
 62- 67 F6.2   au    a        [4/417] Median semi major axis
 70- 77 F8.4   au  e_a        [0.009/160] 68.3% c.i. Negative error on a68
 80- 87 F8.4   au  E_a        [0.009/100] 68.3% c.i. Positive error on a68
 89- 94 F6.2   au  b_a        [4/201] 95.4% c.i minimum semi major axis
 96-102 F7.2   au  B_a        [4/1320] 95.4% c.i. maximum semi major axis
104-109 F6.4   ---   e        [0.14/0.94] Median eccentricity
112-116 F5.3   --- e_e        [0.001/0.5] 68.3% c.i. Negative error on e68
119-123 F5.3   --- E_e        [0.001/0.42] 68.3% c.i. Positive error on e68
125-130 F6.4   --- b_e        [0/0.86] 95.4% c.i. minimum eccentricity
132-136 F5.3   --- B_e        [0.24/1] 95.4% c.i. maximum eccentricity
138-142 F5.1   deg   inc      [79/151] Median inclination
145-149 F5.2   deg e_inc      [0.1/40] 68.3% c.i. Negative error on i68
152-156 F5.2   deg E_inc      [0.1/38] 68.3% c.i. Positive error on i68
158-162 F5.1   deg b_inc      [15/130] 95.4% c.i. minimum inclination
164-168 F5.1   deg B_inc      [87/177] 95.4% c.i. minimum inclination
170-174 F5.1   deg   omega    [48/168] Argument of periastron (ω) (1)
177-181 F5.2   deg e_omega    [0.3/87] Negative error on omega
184-188 F5.2   deg E_omega    [0.4/74] Positive error on omega
190-194 F5.1   deg   OMEGA    [12/329] Ascending node (Ω) (1)
197-201 F5.2   deg e_OMEGA    [0.1/76] Negative error on OMEGA
204-209 F6.2   deg E_OMEGA    [0.1/100] Positive error on OMEGA
211-216 F6.4   ---   Tau      [0.04/0.99] Time of periastron passage (τ) (2)
219-223 F5.3   --- e_Tau      [0.01/0.5] Negative error on Tau
226-230 F5.3   --- E_Tau      [0.01/0.5] Positive error on Tau
--------------------------------------------------------------------------------
Note (1): Here ω amd Ω are defined on the interval [0,2π).
Note (2): Time of periastron passage is expressed as a fraction of the orbital
           period after MJD=0.
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table4.dat
--------------------------------------------------------------------------------
  Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
  1- 15 A15    ---     ID        Target identification (1)
 17- 18 I2     h       RAh       [0/23] Hour of right ascension (J2000)
 20- 21 I2     min     RAm       Minute of right ascension (J2000)
 23- 27 F5.2   s       RAs       Second of right ascension (J2000)
     29 A1     ---     DE-       [-+] Sign of declination (J2000)
 30- 31 I2     deg     DEd       Degree of declination (J2000)
 33- 34 I2     arcmin  DEm       Arcminute of declination (J2000)
 36- 40 F5.2   arcsec  DEs       Arcsecond of declination (J2000)
 42- 43 A2     ---     SpT*      Spectral type of the host star
 45- 48 I4     Myr     Agemin    [30/6000]? Minimum estimated age
 50- 54 I5     Myr     Agemax    [125/10000]? Maximum estimated age
 56- 59 I4     Myr     Age       [5/5000]? Estimated age
 62- 65 I4     Myr   e_Age       [1/1900]? Negative error on Age
 67- 71 I5     Myr   E_Age       [1/2300]? Positive error on Age
 73- 80 F8.4   mas     plx       [7/174] Parallaxe from Gaia DR2 (π)
 82- 87 F6.4   mas   e_plx       [0.02/0.35] Error on plx
 89- 92 F4.2   Msun    M*        [0.2/2.8] Stellar mass
 95- 98 F4.2   Msun  e_M*        [0.02/0.2]? Negative error on M*
101-104 F4.2   Msun  E_M*        [0.02/0.2] Positive error on M*
    106 A1     ---   f_M*        [a] Flag on M* (2)
108-109 I2     Mjup    Mcmin     [4/40]? Minimum companion mass (3)
111-112 I2     Mjup    Mcmax     [10/94]? Maximum companion mass (3)
114-117 F4.1   Mjup    Mc        [2/73]? Companion mass (3)
120-123 F4.1   Mjup  e_Mc        [0.8/21]? Negative error on Mc
126-129 F4.1   Mjup  E_Mc        [0.8/14]? Positive error on Mc
131-135 F5.2   10-2    M2/M1     [0.1/17] Mass ratio between the companion and
                                  host star
138-141 F4.2   10-2  e_M2/M1     [0.05/5] Negative error on M2/M1
144-147 F4.2   10-2  E_M2/M1     [0.05/5] Positive error on M2/M1
149-156 A8     ---     SpTc      Companion spectral type
159-161 F3.1   ---   e_SpTc      [0.5/1.5]? Negative error on SpTc
164-166 F3.1   ---   E_SpTc      [0.5/1.5]? Positive error on SpTc
168-171 F4.2   arcsec  Sep       [0.2/6.8] Separation in arcsec
173-175 I3     au      Sepau     [9/100] Separation in au
177-180 F4.2   ---     IWA/a     [0.08/1.6] Ratio between inner working angle
                                  and semi-major axis (4)
182-186 F5.3   ---     dt/Per    [0.002/0.53] Fractional orbital coverage
                                  (Δt/P) (5)
188-201 A14    ---     Ref       Reference(s) (see refs.dat file)
--------------------------------------------------------------------------------
Note (1): In the case of GJ504B, Bonnefoy+ (2018A&A...618A..63B 2018A&A...618A..63B)
    find two degenerate solutions for the host age (21±2Myr or
    4.0±1.8Gyr), which results in two solutions for the companion mass
    1.3-0.3+0.6 or 23-9+10MJup) and mass ratio
    (0.11±0.04x10-2 or 1.8±0.8x10-2). For this study we adopt
    the older age and correspondingly higher companion mass.
Note (2): Flag as follows:
    a = Uncertainty in the host mass is approximated from multiple
        assessments in the literature (Meshkat+, 2013ApJ...775L..40M 2013ApJ...775L..40M ;
        Chen+, 2014, J/ApJS/211/25).
Note (3): Assumes hot-start cooling history.
Note (4): IWA/a refers to the inner working angle at the contrast of
    the companion and at the time of discovery, divided by the maximum a
    posteriori of the semimajor axis distribution. The IWA was visually
    estimated based on the discovery papers. This value (IWA/a) represents
    a useful metric to assess the potential impact of discovery bias on
    the inferred population-level eccentricity distribution (see Dupuy &
    Liu, 2011ApJ...733..122D 2011ApJ...733..122D and Section 4.4). Values above 1.0, between
    0.5 and 1.0, and below 0.5 indicate strong, moderate, and minimal
    discovery bias, respectively.
Note (5): Computed from the time baseline over which this companion has been
           imaged (Δt) and the best-fit orbital period (P).
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table5.dat
--------------------------------------------------------------------------------
  Bytes Format Units Label   Explanations
--------------------------------------------------------------------------------
  1- 15 A15    ---   ID      Target identification
 17- 21 F5.3   ---   e-med   [0.08/0.94] Median eccentricity
 23- 27 F5.3   ---   e-MAP   [0.02/0.98] Maximum a posteriori probability
                              eccentricity
 29- 33 F5.3   ---   e68min  [0/0.91] 68% c.i. minimum eccentricity
 35- 38 F4.2   ---   e68max  [0.13/0.99] 68% c.i. maximum eccentricity
 40- 45 F6.4   ---   e95min  [0/0.86] 95% c.i. minimum eccentricity
 47- 50 F4.2   ---   e95max  [0.16/0.99] 95% c.i. maximum eccentricity
 52- 62 A11    ---   Data    Code associates to data (1)
 64- 92 A29    ---   Ref2    Orbit fit references
--------------------------------------------------------------------------------
Note (1): Code as follows:
    DI  = relative astrometry from direct imaging (27 occurrences)
    Ast = absolute astrometry from HGCA, Brandt, 2018ApJS..239...31B 2018ApJS..239...31B
           (5 occurrences)
    RV  = relative radial velocities (6 occurrences)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: table8.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1- 15  A15   ---     ID        Target identification
  17- 24  F8.3  yr      Epoch     [1998.31/2018.72] Epoch in decimal years
  26- 32  F7.2  mas     Sep       [177/5670] Separation
  34- 39  F6.2  mas   e_Sep       [0.2/100] Uncertainty in Sep
  41- 47  F7.3  deg     PA        [1.8/359.16] Position angle
  49- 53  F5.3  deg   e_PA        [0.01/8.5] Uncetainty in P
  55- 75  A21   ---     Auth      First author's name(s) of the reference
  77- 95  A19   ---     BibCode   Bibcode of the reference
--------------------------------------------------------------------------------
Byte-by-byte Description of file: refs.dat
--------------------------------------------------------------------------------
   Bytes Format Units   Label     Explanations
--------------------------------------------------------------------------------
   1-  2  I2    ---     Ref       Reference code
   4- 22  A19   ---     BibCode   Bibcode of the reference
  24- 44  A21   ---     Auth      First author's name(s)
  46- 68  A23   ---     Comm      Comment
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(End)                                 Prepared by Coralie Fix [CDS], 20-Mar-2020