THE SOLAR NEIGHBORHOOD. XXXVII. THE MASS–LUMINOSITY RELATION FOR MAIN-SEQUENCE M DWARFS*

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Published 2016 October 27 © 2016. The American Astronomical Society. All rights reserved.
, , Citation G. F. Benedict et al 2016 AJ 152 141 DOI 10.3847/0004-6256/152/5/141

1538-3881/152/5/141

ABSTRACT

We present a mass–luminosity relation (MLR) for red dwarfs spanning a range of masses from 0.62 ${{ \mathcal M }}_{\odot }$ to the end of the stellar main sequence at 0.08 ${{ \mathcal M }}_{\odot }$. The relation is based on 47 stars for which dynamical masses have been determined, primarily using astrometric data from Fine Guidance Sensors (FGS) 3 and 1r, white-light interferometers on the Hubble Space Telescope (HST), and radial velocity data from McDonald Observatory. For our HST/FGS sample of 15 binaries, component mass errors range from 0.4% to 4.0% with a median error of 1.8%. With these and masses from other sources, we construct a V-band MLR for the lower main sequence with 47 stars and a K-band MLR with 45 stars with fit residuals half of those of the band. We use GJ 831 AB as an example, obtaining an absolute trigonometric parallax, πabs = 125.3 ± 0.3 mas, with orbital elements yielding ${{ \mathcal M }}_{{\rm{A}}}=0.270\pm 0.004\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{B}}}=0.145\pm 0.002\,{{ \mathcal M }}_{\odot }$. The mass precision rivals that derived for eclipsing binaries. A remaining major task is the interpretation of the intrinsic cosmic scatter in the observed MLR for low-mass stars in terms of physical effects. In the meantime, useful mass values can be estimated from the MLR for the ubiquitous red dwarfs that account for 75% of all stars, with applications ranging from the characterization of exoplanet host stars to the contribution of red dwarfs to the mass of the universe.

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1. INTRODUCTION

With the exception of the Hertzsprung–Russell (HR) diagram, the main-sequence mass–luminosity relation (MLR) is perhaps the single most important "map" of stellar astronomy because the entire evolution of an individual star depends on its mass. The MLR allows astronomers to convert a relatively easily observed quantity, luminosity, to a more revealing characteristic, mass, providing a better understanding of the object's nature. When considering populations of stars, an accurate MLR permits luminosity functions to be converted into mass functions and drives estimates of the stellar contribution to the mass of the Galaxy.

Basic observations of stars include measurements of apparent magnitudes, colors, surface temperatures (Teff), and metallicities. From these attributes we can derive luminosities and radii, given combinations of distance measurements or directly measured angular sizes from long-baseline interferometry. Yet the crucial masses remain elusive, typically only measured dynamically in binary systems. Thus, when stellar modelers compare their theoretical results with real stars to test the accuracy of their efforts, they often assume masses for their test stars. For example, at a mass of 0.3 ${{ \mathcal M }}_{\odot }$, models from Allard et al. (2000), Baraffe et al. (2015), and Dotter (2016) predict MV values of 11.42, 11.61, and 11.25, respectively. An accurate MLR allows choices to be made between various modeling approaches, such as the treatment of stellar ages, convection, turbulent mixing, rotation, magnetic activity, and mass loss (Andersen 1991). Furthermore, the need for accurate mass estimates for the smallest stars has come to the forefront with the discovery of exoplanets associated with M dwarf stars (see Lurie et al. 2014 for a recent list of the nearest M dwarfs with planets). More accurate estimates of host-star masses translate directly into more reliable companion-planet masses and, consequently, more accurate bulk compositions for planets that transit.

The first robust MLR for M dwarf stars was reported in Henry & McCarthy (1993), who provided relations at VJHK for 37 stars, of which 26 had masses less than $0.6\,{{ \mathcal M }}_{\odot }$. Early results from the project described here can be found in Henry et al. (1999), where an improved MLR at V was pivotal. A modest update was presented in Delfosse et al. (2000), which included many of the same stars. Torres et al. (2010) summarized the entire stellar MLR using eclipsing systems as of a few years ago, outlining how few M dwarf stars have accurate masses because these tiny stars rarely eclipse.

Here we present astrometry from the Hubble Space Telescope (HST) and other sources, in combination with ground-based radial velocities (RVs), to improve the low-mass region of the MLR that is complicated by age, metallicity, and magnetic effects. This is the realm of the red dwarfs, typically of spectral type M, that slowly descend to the main sequence along a nearly vertical Hayashi track in the HR diagram (Palla 2012). This results in an M dwarf population that in the solar neighborhood spans a wide range of ages (Riedel et al. 2014). In addition, M dwarf luminosities are affected by composition (metallicity), which is a function of the mixing of the interstellar medium (with sources internal and external to the Galaxy), star-formation rate, and birth date within the Galaxy (e.g., Sneden et al. 2002). To complicate matters even further, a more poorly understood factor affecting M dwarf luminosity is magnetism, which induces short- and long-term photometric variability (Hosey et al. 2015).

In this paper, we model HST Fine Guidance Sensor (FGS) astrometric, and, if available, RV measurements simultaneously to obtain parallaxes, proper motions, orbits, and component masses for 15 systems containing 30 M dwarfs (Table 1). Our resulting masses have a median precision of 1.8%, which constitutes a significant advance from previous efforts. The derived parallaxes, which take into account the orbital motions of the binaries, are usually marked improvements—typically by factors of 5–10 over available parallaxes in the Yale Parallax Catalog (van Altena et al. 1995, hereafter YPC) and Hipparcos (van Leeuwen et al. 2007)—and are key in deriving the high-accuracy masses. We derive the first masses for stars in six systems, improve masses over previous efforts by others for seven systems, and improve upon our own HST efforts for two systems: GJ 748 AB in Benedict et al. (2001) and GJ 791.2 AB in Benedict et al. (2000). Our reductions and analyses for the latter two systems include a few new HST/FGS measurements and have improved RV measurements, yielding more precise masses.

Table 1.  Identifications and Coordinatesa

ID Giclas HIP LHS Other R.A. Decl.
GJ 1005 AB 266-076 1242 1047 L722-22 00 15 27.994 −16 08 01.83
GJ 22 AC ADS 433 00 32 29.586 +67 14 03.65
GJ 54 AB 5496 1208 L87-59 01 10 22.903 −67 26 41.85
GJ 65 AB 272-061 L726-8 01 39 01.453 −17 57 02.05
GJ 1081 AB 096-045 LTT 17822 05 33 19.151 +44 48 57.71
GJ 234 AB 106-049 30920 Ross 614 06 29 23.404 −02 48 50.37
G 250-029 AB 33142 221 GJ 3412 06 54 04.237 +60 52 18.36
G 193-027 AB 224 GJ 3421 07 03 55.655 +52 42 07.60
GJ 469 AB 012-038 60910 2565 Wolf 414 12 28 57.486 +08 25 31.26
GJ 473 AB 012-043 333 Wolf 424 12 33 17.383 +09 01 15.77
GJ 623 AB 202-045 80346 417 16 24 09.325 +48 21 10.46
GJ 748 AB 022-018 94349 472 Wolf 1062 19 12 14.676 +02 53 10.71
GJ 1245 AC 208-044 3494 V1581 Cyg 19 53 54.469 +44 24 53.09
GJ 791.2 AB 144-008 3556 HU Del 20 29 48.385 +09 41 20.36
GJ 831 AB 026-007 106255 511 Wolf 922 21 31 18.643 −09 47 26.41

Note.

aHIP—Hipparcos, LHS—Luyten Half Second. R.A., Decl. epoch 2000.0.

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In Sections 2 and 3 we describe the various sources of astrometric and RV data that were used in our modeling. In Section 4 we discuss in detail the data and modeling process for GJ 831 AB, as an example of our technique to obtain masses. Section 5 summarizes modeling notes and resulting masses for the other 14 systems. In Section 6 we describe the measurements for the MV and MK values used to create the MLRs. Section 7 describes additional systems in which red dwarfs with high-quality masses are available for use in the MLRs. In Section 8 we construct a V-band MLR from the set of 47 stars and a K-band MLR using 45 stars. We discuss our results in Section 9 and conclude with a summary in Section 10.

2. ASTROMETRIC DATA

2.1. HST FGSs

An HST FGS provides two types of astrometric data. Like all interferometers, an FGS produces a fringe that we interrogate either by tracking the fringe position (POS mode) or by scanning to build up a fringe image (TRANS mode). TRANS mode yields the structure of the fringe from which it is possible to derive the separation and position angle of a secondary relative to a primary in a binary system, essential in establishing the relative orbit. POS mode permits the measurement of the position of the primary star (brighter component) relative to a local frame of reference stars, essential for determining proper motion, parallax, and mass fraction. Franz et al. (1998) and Benedict et al. (2011) contain details of HST FGS's TRANS- and POS-mode reduction and analysis, respectively. Detectability and measurement precisions for a given binary star's components critically depend on star brightnesses, component brightness differences, and the binary angular separation. All HST/FGS astrometry also depends on the Optical Field Angle Distortion (OFAD) calibration (McArthur et al. 2002). This calibration reduces as-built HST telescope and FGS distortions with magnitude ∼1'' to below 2 mas over much of the FGS field of regard. The present work benefits from a POS mode OFAD revision more recent (2012) than reported in McArthur et al. (2006). The 15 red dwarf systems targeted in this program and discussed in the following sections rely on HST TRANS- or POS-mode measurements and are listed in Tables 1 and 2.

Table 2.  System Spectral Types and Photometry

ID Sp.T.a U B refb V R I refb Jc Hc Kc
GJ 1005 AB M3.5V 14.49 13.19 K07 11.48 10.27 8.70 * 7.22 6.71 6.39
GJ 22 AC M1.5V ... 11.88 W96 10.28 9.24 7.97 W96 6.84 6.27 6.04
GJ 54 AB M2.5V 12.51 11.36 K07 9.82 8.70 7.32 * 6.00 5.41 5.13
GJ 65 AB M5.0V ... 13.95 B90 12.06 10.40 8.34 * 6.28 5.69 5.34
GJ 1081 AB M3.0V 14.99 13.79 D88 12.21 11.06 9.58 W84 8.20 7.59 7.34
GJ 234 AB M4.0V 13.94 12.76 K07 11.14 9.78 8.04 * 6.38 5.75 5.49
G 250-029 AB M2.5V ... 12.51 W96 10.95 9.86 8.48 W96 7.13 6.60 6.35
G 193-027 AB M5.0V ... 15.14 D82 13.29 11.94 10.15 W96 8.54 8.09 7.78
GJ 469 AB M3.0V 14.83 13.62 K10 12.05 10.85 9.30 * 7.84 7.20 6.96
GJ 473 AB M5.0V ... 14.33 B90 12.47 10.90 8.92 * 7.00 6.40 6.04
GJ 623 AB M2.0V ... 11.78 W96 10.28 9.25 7.95 W96 6.64 6.14 5.92
GJ 748 AB M3.0V 13.72 12.66 K10 11.10 9.95 8.47 * 7.09 6.57 6.29
GJ 1245 AC M5.0V ... ... ... 13.41 11.81 9.78 W96 7.79 7.19 6.85
GJ 791.2 AB M4.5V ... 14.76 B90 13.13 11.73 9.97 * 8.23 7.67 7.31
GJ 831 AB M4.0V 14.91 13.68 K10 12.02 10.70 9.00 * 7.32 6.70 6.38

Notes.

aSpectral type for combined flux, except for GJ 65 AB, which is for primary only. bReferences for UB photometry and VRI photometry: *—this paper, B90—Bessell (1990), D82—Dahn et al. (1982), D88—Dahn et al. (1988), K07—Kilkenny et al. (2007), K10—Koen et al. (2010), W84—Weis (1984), W96—Weis (1996). cFrom the Two Micron All Sky Survey (2MASS).

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For binary stars, the FGS transforms images of the two components into two overlapping fringes, sometimes called the "S curves." For perfect fringes and component separations greater than the resolution of HST at λ = 580 nm, about 40 mas, the presence of a companion should have little effect on the component-A position obtained from the fringe-zero crossing. For separations smaller than 40 mas, the measurement of the position of the brighter component of a blended image will be biased toward the fainter component (van de Kamp 1967), possibly requiring a photocenter correction. Because an FGS has two orthogonal axes, the separation along each interferometer axis, not the total separation on the sky, determines the photocenter correction. For any arbitrary HST orientation, components A and B can have separations along the FGS axes from 0.0 mas to the actual full separation.

During this project we observed with two FGS units: FGS 3 from 1992 to 2000, and FGS 1r from 2000 to 2009. FGS 1r replaced the original FGS 1 during HST Servicing Mission 3A in late 1999. Our original analysis of GJ 748 AB (Benedict et al. 2001) incorporated POS-mode photocenter corrections, as does the present reanalysis. These corrections, ranging from −3.2 to +2.3 mas, are for the FGS 3 axis a complicated function of separation because FGS 3 delivered far from perfect fringes with substantial instrumental structure (Franz et al. 1991). FGS 1r produces higher-quality fringes (Nelan 2012), and corrections are similar along both axes and similar in size to the Y-axis correction seen in Benedict et al. (2001) for GJ 748 AB. These corrections (typically a maximum of 2 mas) are negligible for systems with component ${\rm{\Delta }}V\geqslant 2.3$V values listed in Table 10). The systems with ΔV ≤ 2.3 and typically smaller separations are GJ 469 AB, GJ 748 AB, GJ 831 AB, GJ 1081 AB, and G 250-029 AB. Generally, only a few measurements require photocenter corrections.

2.2. Additional Astrometry Measurements

2.2.1. Traditional Ground-based Methods

We included visual, photographic, and CCD observations of separations and position angles from Geyer et al. (1988) for our analysis of GJ 65 AB (Section 5.13). These (relative to HST) low-precision measurements are primarily from the USNO 61 in reflector and stretch to nearly twice the full period of GJ 65 AB, proving extremely useful for this long-orbital-period system.

2.2.2. Adaptive Optics

We include a single observation of G 193-027 AB from Beuzit et al. (2004), who used the Adaptive Optics Bonnette system on the Canada–France–Hawaii Telescope (CFHT). For GJ 65 AB we include five VLT/NACO measures of position angle and separation (Kervella et al. 2016).

2.2.3. Aperture Masking Interferometry

For our analysis of GJ 623 AB (Section 5.4), we included astrometric observations (Martinache et al. 2007) performed with the PHARO instrument on the Palomar 200 in (5 m) telescope and with the NIRC2 instrument on the Keck II telescope. Separations have typical errors of 2 mas. Position angle errors average 0fdg5.

2.2.4. Speckle Interferometry

Measurements are included for GJ 22 AC from McCarthy et al. (1991) and for GJ 473 AB from Henry et al. (1992) and Torres et al. (1999), who used a two-dimensional infrared speckle camera containing a 58 × 62 pixel InSb array on the Steward Observatory 90 in telescope. We also include infrared speckle observations by Woitas et al. (2003), who obtained fourteen separation and position angle measurements for GJ 22 AC with the near-infrared cameras MAGIC and OMEGA Cass at the 3.5 m telescope on Calar Alto. These instruments are capable of taking fast sequences of short time exposures (texp ∼ 0.1 s) that enable speckle interferometry observations at the infrared wavelengths where red dwarfs emit significant flux and where atmospheric turbulence is reduced compared to visual wavelengths. We also include a few speckle observations at optical wavelengths from the Special Astrophysical Observatory 6 m BTA and 1 m Zeiss (Balega et al. 1994), from the CFHT (Blazit et al. 1987) and from the DSSI (Differential Speckle Survey Instrument) on the WIYN Observatory 3.5 m (Horch et al. 2012).

2.2.5. Other HST Astrometry

Where available, we use astrometric observations from HST instruments other than the FGSs, including the Faint Object Camera (FOC) (Barbieri et al. 1996), the Faint Object Spectrograph (FOS) (Schultz et al. 1998), the Near-Infrared Camera and Multi-Object Spectrometer (NICMOS) (Golimowski et al. 2004), and the Wide-Field Planetary Camera 2 (WFPC2) (Schroeder et al. 2000; Dieterich et al. 2012).

3. RADIAL VELOCITIES

Adding RVs to the astrometry allows us to completely sample the motion of a binary system; in tandem, the two data sets improve the accuracies of the final component masses. RVs have particular value for the longer-period systems lacking consistent astrometric coverage of the entire orbit (GJ 22 AC, GJ 234 AB, GJ 469 AB, and GJ 623 AB). We have RVs for 11 system components out of the 30 for which we present new masses. The value of the RV data sets depends on the brightnesses and magnitude differences of the components in each binary, given in Tables 2 and 10. Our RV measurements, listed in Table 3, are from two sources, described next. RV orbit semiamplitudes and systemic velocities for the 11 stars in seven systems are given in Table 4.

Table 3.  Radial Velocitiesa

ID mJDb Primary (km s−1) Secondary (km s−1)
GJ 22 AC 49962.9 −5.86 ± 0.22
  50405.7 −5.52 0.38
  50723.8 −6.12 0.26
  51136.8 −5.74 0.24
  52809.9 −2.52 0.58
  53936.4 −3.93 0.30
  54305.9 −4.48 0.29
  54875.3 −5.27 0.29
GJ 234 AB 50418.425 14.31 ± 0.21
  50872.199 13.30 0.14
  53405.268 18.16 0.28
  53802.188 17.63 0.44
  54482.211 16.57 0.23
  54875.227 16.59 0.34
GJ 469 AB 50090.947 −9.0 ± 0.5 −2.6 ± 1.4
  50213.681 −8.1 0.1
  50584.711 −4.2 0.2 −12.3 1.1
  50871.807 −2.5 0.1 −12.6 0.6
  51192.948 −3.0 0.1 −13 0.5
  52328.860 −6.2 0.1
  52807.660 −7.9 0.1
  53194.648 −9.6 0.4 −3.3 0.9
  53801.735 −10.4 0.1 −0.4 0.7
  54481.941 −7.3 0.1
  54874.877 −4.0 0.2 −12.2 1.0
GJ 623 AB 49961.404 −27.44 ± 0.17
  50091.543 −25.16 0.11
  50214.024 −25.39 0.07
  50365.105 −25.79 0.11
  50528.213 −26.38 0.06
  50584.990 −26.39 0.07
  50871.952 −27.29 0.19
  51022.759 −27.88 0.17
  51026.746 −27.90 0.06
  51078.640 −28.19 0.12
  51191.773 −28.63 0.07
  51311.600 −27.84 0.08
  51315.589 −27.89 0.04
  51466.361 −24.97 0.08
  52052.320 −26.59 0.09
  52808.250 −25.29 0.06
  53935.700 −29.34 0.07
  54305.320 −25.74 0.02
  54484.500 −25.88 0.03
  54874.470 −26.73 0.04
  HET
  52301.509 −7.330 0.020
  52328.434 −7.415 0.013
  52328.442 −7.417 0.014
  52437.141 −7.967 0.009
  52440.154 −7.975 0.010
  52442.354 −7.985 0.010
  52443.355 −7.988 0.009
  52447.330 −8.020 0.008
  52514.142 −8.499 0.009
  52517.140 −8.524 0.008
  52523.133 −8.565 0.009
  52526.142 −8.588 0.009
  52537.102 −8.675 0.010
  52552.055 −8.809 0.013
GJ 748 AB 46627.500 −42.42 ± 0.30
  46665.500 −42.41 0.30
  46899.500 −41.75 0.30
  49960.650 −33.96 0.16 −50.49 0.77
  50214.420 −41.81 0.06 −34.21 0.39
  50364.960 −42.64 0.05 −33.75 0.64
  50403.590 −42.64 0.11 −33.55 0.82
  50530.010 −41.73 0.14 −35.58 0.36
  50584.560 −41.1 0.06 −36.69 0.22
  50723.090 −38.74 0.09 −40.98 0.09
  51028.800 −39.54 0.07
  51079.690 −41.37 0.06 −36.21 0.42
  51138.580 −42.22 0.12 −34.25 0.93
  51313.700 −42.53 0.06 −33.88 0.49
  51466.120 −41.43 0.05 −35.94 0.22
  54305.755 −39.95 0.07 −39.95 0.07
GJ 791.2 ABc 49963.710 −30.23 ± 1.49 −44.39 ± 3.72
  50216.912 −38.08 3.71 −30.30 2.50
  50366.323 −35.10 1.81
  50405.597 −32.90 1.00 −38.77 3.50
  50723.541 −36.85 0.52 −30.44 0.55
  51027.856 −29.44 2.65 −45.81 5.28
  51078.684 −33.96 0.86 −34.89 1.29
  51081.702 −33.17 0.36 −34.10 0.36
  51138.031 −35.96 0.73 −31.36 2.14
  51316.892 −37.26 2.25 −30.08 2.42
  52948.094 −36.23 0.44 −30.92 0.20
  53196.559 −30.19 0.72 −43.28 0.59
GJ 831 AB 49962.714 −64.47 ± 1.56 −58.00 ± 2.80
  50214.958 −64.21 6.24 −58.70 6.32
  50365.663 −58.11 1.14 −66.44 1.62
  50404.616 −56.28 0.48 −70.47 1.06
  50424.611 −54.57 1.14 −70.99 1.46
  50722.793 −65.00 1.14 −56.51 1.14
  51028.850 −61.47 1.00 −61.47 1.00
  51136.640 −54.73 0.36 −72.74 2.36
  52052.910 −63.69 2.22 −57.50 4.00
  52807.990 −63.92 1.68 −57.24 4.62
  53195.080 −57.55 1.44 −67.53 2.50
  53935.040 −55.57 0.54 −70.70 2.66
  54305.980 −64.71 1.14 −55.92 1.52

Notes.

aAll velocity units in km s−1. bmJD = JD-2400000.0. cVelocities from Hα line only.

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Table 4.  Results from Radial Velocitiesa

ID V ΔV KA KB γ #A A $\langle | \mathrm{res}| \rangle $ #B B $\langle | \mathrm{res}| \rangle $
GJ 22 AC 10.05 3.08 1.92 −4.45 8 0.21
  0.02 0.05
GJ 234 AB 11.99 3.08 2.28 16.18 6 0.23
  0.01 0.04
GJ 469 AB 12.06 1.59 3.82 6.77 −6.62 11 0.17 7 0.56
  0.03 0.06 0.02
GJ 623 AB 10.28 5.28 2.20 −26.79 14 0.01 (HET)
  0.02 0.01 14 0.10 (CE)
GJ 748 AB 11.12 1.81 5.07 10.03 −39.61 16 0.10 12 0.17
  0.04 0.09 0.02
GJ 791.2 AB 13.37 3.27 4.09 8.54 −34.24 12 0.70 11 0.66
  0.08 0.13 0.07
GJ 831 AB 12.06 2.10 5.17 9.64 −61.37 13 0.39 13 0.96
  0.06 0.10 0.11

Note.

aAll velocity units in km s−1. Errors for RV amplitudes KA, ${K}_{{\rm{B}}}$, and system velocity, γ, are just below each entry. #A and #B are numbers of unique epochs of RV measurements. $A\langle | \mathrm{res}| \rangle $ and $B\langle | \mathrm{res}| \rangle $ are average absolute-value RV residuals in km s−1.

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3.1. McDonald Cassegrain Echelle Spectrograph

We obtained most RV data with the McDonald 2.1 m Struve telescope and the Sandiford Cassegrain Echelle spectrograph (McCarthy et al. 1993), hereafter CE. The CE delivers a dispersion equivalent to 2.5 km s−1/pix (R = λλ = 60,000) with a wavelength range of 5500 ≤ λ ≤ 6700 Å spread across 26 orders (apertures). The McDonald data were collected during 33 observing runs from 1995 to 2009 and reduced using the standard IRAF (Tody 1993) echelle package tools, including the cross-correlation tool fxcorr. We visually inspected the resulting cross-correlation functions (CCF) to select the better of the 26 apertures, typically using half for each binary. Four systems (GJ 469 AB, GJ 748 AB, GJ 791.2 AB, GJ 831 AB) had detectable double peaks in their CCF; these have ΔV = 1.59–3.27. For these we used an IRAF script to average the lower-noise CCF. We then used a Gaussian multipeak fitting routine in the GUI-based commercial package IGOR11 to derive component ΔRVs. We obtained the RVs for the three single-peak CCF systems (GJ 22 AC, GJ 234 AB, and GJ 623 AB) through a weighted average of the fxcorr output velocities. For all systems, we averaged the velocities derived from observations taken during the span of a few days (our typical observing run lasted four nights) to form average absolute heliocentric velocities at the epochs plotted in Sections 4.6 and 5.

3.2. HET and Other Sources

Some GJ 623 AB velocities came from the Hobby–Eberly Telescope (HET) using the Tull Spectrograph, as did our high-resolution, high signal-to-noise spectrum of GJ 623 AB used as a template for all cross-correlations. We identify a few other sources of RVs in the individual object modeling notes below (Section 5). The HET became fully functional about halfway through our CE campaign, so we decided to remain with the McDonald 2.1 m CE system for the entire data sets for the six other systems with RVs.

4. AN ANALYSIS OF GJ 831 AB

As a guideline for all 15 systems for which we determine masses, the following sections provide details of the analysis path leading to the determination of component masses for GJ 831 AB. Section 5 provides summary information for the other 14 systems, indicating where the mass derivations differ from GJ 831 AB.

Ségransan et al. (2000) summarizes previous knowledge of the orbit and mass of this system.

4.1. The GJ 831 AB Astrometric Reference Frame

Figure 1 shows the distribution in FGS coordinates of the 10 sets of five reference-star (numbers 2, 3, 4, 5, and 10) POS-mode measurements for the GJ 831 AB  reference frame, where 1 indicates GJ 831 AB. The elongated pattern is affected by the pickle-like shape of the FGS field of regard and the requirement that HST roll to keep its solar panels fully illuminated throughout the year. Not all reference stars were measured at each epoch, nor were all stars measured by the same FGS. We acquired the first six POS data sets with FGS 3 and the last four sets with FGS 1r. We obtained a total of 71 reference-star observations and 29 observations of GJ 831 AB. We note in Table 6 that we have more position angle and separation TRANS-mode measurements (18) over 6.61 years than we have for component-A POS-mode measurements (10) over 4.07 years.

Figure 1.

Figure 1. Positions within FGS 3 of GJ 831 AB and reference stars (ID numbers from Table 5) for all 10 observation sets. The "1" indicates the location of the GJ 831 AB photocenter. Reference stars 6–9, identified in the original HST Phase 2 submission, were never observed, either due to faintness or placement within the FGS field of view (FOV).

Standard image High-resolution image

4.2. GJ 831 AB RVs

We have a single source of RV data for this system, including 13 measurement epochs spanning 11.9 years (Table 3) obtained with the McDonald 2.1 m telescope and the Sandiford Cassegrain Echelle spectrograph (McCarthy et al. 1993). Treating GJ 831 AB as a double-lined spectroscopic binary, we obtained velocities for both components at orbital phases 0.3 ≤ ϕ ≤ 0.98 (Figure 5, right). Unfortunately, our monitoring missed a critical phase, periastron.

4.3. Prior Knowledge and Modeling Constraints

4.3.1. Reference Stars

As for of our previous parallax projects, for example Benedict et al. (2007, 2009, 2011) and McArthur et al. (2011), we include as much prior information as possible for our modeling. Quantities that inform the modeling include estimates of reference-star absolute parallaxes, various color indices for the reference stars, and proper motions from the PPMXL (Roeser et al. 2010) and FGS lateral color calibrations (e.g., Benedict et al. 1999, Section 3.4). In contrast to much of our previous parallax work (e.g., Harrison et al. 1999), for this project we estimate our reference-star absolute parallaxes using only color and proper-motion information.

Because the parallaxes determined for the binary systems will be measured with respect to reference-frame stars that have their own parallaxes, we must either apply a statistically derived correction from relative to absolute parallax (van Altena et al. 1995) or estimate the absolute parallaxes of the reference-frame stars. We choose the latter methodology for the FGS reference fields discussed here. The colors and luminosity class of a star can be used to estimate the absolute magnitude, MV, and V-band absorption, AV. The absolute parallax is then simply

Equation (1)

Given the galactic latitude of GJ 831 AB (II = −40°) and external estimates of low reddening (Schlafly & Finkbeiner 2011), a JK versus VK color–color diagram (Figure 2) supports an initial assignment of spectral type and dwarf luminosity class to all but reference star ref-5 (with an initial estimate of K2III).

Figure 2.

Figure 2. JK vs. VK color–color diagram for GJ 831 AB and reference stars described in Table 5. The dashed line is the locus of dwarf (luminosity class V) stars of various spectral types; the dot-dashed line is for giants (luminosity class III) from Cox (2000). The reddening vector indicates AV = 1.0 for the plotted color systems. For this field at Galactic latitude II = −40°, we estimate $\langle {A}_{V}\rangle $ = 0.00 ± 0.06 magnitude with a maximum of 0.11 (Schlafly & Finkbeiner 2011).

Standard image High-resolution image

To confirm the reference-star spectral type and luminosity classes estimated from all available photometry, we employ the technique of reduced proper motions (Stromberg 1939; Gould & Morgan 2003; Gould 2004). We obtain proper motions from PPMXL and J and K photometry from 2MASS for sources in a 2° × 2° field centered on GJ 831 AB. Figure 3 shows a reduced proper motion diagram (RPM), HK = K + 5log(μ) plotted against the JK color index for that field, where μ is the proper-motion vector absolute value in arcsec yr−1. If all stars had the same transverse velocities, Figure 3 would be equivalent to an HR diagram. GJ 831 AB  and associated reference stars are plotted with ID numbers from Table 5. Comparing with our past RPM diagrams (Benedict et al. 2011, 2014; McArthur et al. 2011), all but ref-5 and ref-10 lie on or near the main sequence.

Figure 3.

Figure 3. Reduced proper-motion diagram for 2378 stars taken from a 2° × 2° field centered on GJ 831 AB. Star identifications are shown for astrometric reference stars 2, 3, 4, 5, and 10 in Table 5. Star "1" is GJ 831 AB. The HK for all numbered stars is calculated using proper motions from the PPMXL and K magnitude from 2MASS. See Section 4.3 for a discussion of ref-5 and ref-10.

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Table 5.  GJ 831 AB Reference-star Characteristics and Final Parallaxes

ID V VK JK Sp.T MV πest (mas) πabs (mas)
ref-2 13.41 1.38 ± 0.10 0.34 ± 0.03 G0V 4.4 1.6 ± 0.5 1.7 ± 0.2
ref-3 13.65 1.73 0.11 0.47 0.04 G7V 5.4 2.2 0.7 2.2 0.2
ref-4 13.02 1.62 0.10 0.42 0.04 G7V 5.4 3.0 1.0 3.0 0.3
ref-5 14.35 3.01 0.10 0.87 0.05 M1V 9.2 9.0 3.0 8.4 0.9
ref-10 14.67 1.58 0.11 0.45 0.04 G5IV 2.5 0.4 0.2 1.4 0.2

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In a quasi-Bayesian approach, we input all priors as observations with associated errors, not as hardwired quantities known to infinite precision. Input proper-motion values have typical errors of 4–6 mas yr−1 for each coordinate. The lateral color and cross-filter calibrations and the BV color indices are also treated as observations with error. Where there is tension between the color–color and RPM diagrams, in this case for ref-5 and ref-10, we run the models with two sets of inputs and adopt the classification that produces the smaller χ2. The best model results included ref-5 as an M dwarf and ref-10 as a G subgiant. Table 5 contains V magnitudes, colors, estimated spectral types, MV, input prior parallaxes (estimated from photometry and proper motion), and final parallaxes (as final astrometric modeling results) for the five reference stars used in the GJ 831 AB field.

4.3.2. The M Dwarf Binaries

Parallax was not the primary goal of the FGS effort. Consequently, for the more reference-star-poor fields and those systems with very poor sampling of the parallactic ellipse, we introduce previously determined science target parallaxes as priors. While not included as a prior in the GJ 831 AB modeling, we will flag parallax prior inclusion in the modeling notes for other systems in Section 5. Ultimately, the HST/FGS does provide significantly improved parallaxes in most cases.

The derived orbital solutions benefit from a relationship between the two astrometric modes (POS and TRANS) and the RV measurements, which together are enforced by the constraint (Pourbaix & Jorissen 2000)

Equation (2)

Quantities derived only from astrometry (parallax, πabs, primary perturbation orbit size, αA, and inclination, i) are on the left, and quantities derivable from both RVs and astrometry (the period P in years and eccentricity, e) or RVs only (the RV amplitude for the primary, KA in km s−1) are on the right. An object traveling 4.7405 km s−1 will move 1 au in 1 year. When RVs for both components exist, we employ an additional constraint, substituting KB for KA and the component-B orbit size, αB = – αA, for αA, where a is the orbital semimajor axis. Finally, given the simple orbital mechanics of these binary systems, we constrain the longitudes of periastron passage, ωA and ωB, to differ by 180°.

4.4. The Astrometric Model

From the astrometric data, we determine the scale, rotation, and offset "plate constants" relative to an arbitrarily adopted constraint epoch (the so-called "master plate") for each observation set. The GJ 831 AB reference frame contains five stars, but only four were observed at each epoch. Hence, we constrain the scales along X and Y to equality and the two axes to orthogonality. The consequences of this choice are minimal. For example, imposing these constraints on the Barnard's star astrometry discussed in Benedict et al. (1999) results in an unchanged parallax and increases the error by 0.1 mas compared to a full six-parameter model (substituting D for −B and E for A in Equation (6), below).

Our reference-frame model becomes, in terms of standard coordinates

Equation (3)

Equation (4)

Equation (5)

Equation (6)

where x and y are the measured coordinates from HST, lcx and lcy are lateral color corrections (see Section 3.4 of Benedict et al. 1999), and BV represents the color of each star, either from the SIMBAD database or estimated from the spectral types suggested by Figure 2. Here, A and B are scale and rotation plate constants, C and F are offsets, μα and μδ are proper motions, Δt is the epoch difference from the mean epoch, Pα and Pδ are parallax factors, and πα and πδ are the parallaxes in R.A. and decl. The parameters ξ and η are relative positions that (once scale, rotation, parallax, the proper motions, and the ORBIT are determined) should not change with time. All Equation (5) and (6) subscripts are in R.A. and decl. because the master constraint plate was rolled into the R.A. decl. coordinate system before the analysis. We obtain the parallax factors from a JPL Earth orbit predictor (Standish 1990), upgraded to version DE405. Orientation to the sky for the master plate is obtained from ground-based astrometry from the PPMXL (Roeser et al. 2010) with uncertainties in the field orientation of ±0fdg1. This orientation also enters the modeling as an observation with error. Note that because we switched FGS units on HST during the sequence of GJ 831 AB observations, two different OFAD and lateral color calibrations entered the modeling. Finally, ORBIT is an offset term that is a function of the traditional astrometric and RV orbital elements listed in Table 9.

For the astrometric solution, we solve simultaneously for a position within our reference frame, a parallax, and a proper motion for the target GJ 831 AB and all reference stars. In addition, for GJ 831 AB, the orbital period (P), the epoch of passage through periastron in modified Julian days (T0), the eccentricity (e), and the position angle of the line of nodes (Ω) are constrained to be equal in the RV and two modes of astrometry. We also constrain the angle (ω) in the plane of the true orbit between the line of nodes and the major axis to differ by 180° for the component A and B orbits. Only RV provides information with which to determine the velocity half-amplitudes (KA, KB) and γ, the systemic velocity. For systems with both RVs and astrometry, the constraint described in Section 4.3.2 ties POS, TRANS, and RVs together, yielding a single self-consistent description of the binary system.

4.5. Assessing Reference-frame Residuals

From histograms of the astrometric residuals for 71 reference-star and 29 GJ 831 AB position measurements (Figure 4), we conclude that we have obtained corrections at the ∼1 mas level in the region available at all HST roll angles (an inscribed circle centered on the pickle-shaped FGS field of regard). The resulting reference-frame "catalog" in ξ and η standard coordinates (Equations (5) and (6)) was determined with median absolute errors of σξ = 0.6 and ση = 0.9 mas in X and Y, respectively.

Figure 4.

Figure 4. Histograms of GJ 831 AB and reference-star residuals resulting from the application of the model (Equations (5) and (6)) incorporating both astrometry and radial velocities.

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To determine if there might remain unmodeled—but possibly correctable—systematic effects at the 1 mas level, we plotted the GJ 831 AB reference-frame X and Y residuals against a number of spacecraft, instrumental, and astronomical parameters. These included X and Y positions within the pickle, radial distances from the pickle center, reference-star V magnitudes and BV colors, HST spacecraft roll angles, and epochs of observation. We saw no obvious trends, other than an expected increase in positional uncertainty with reference-star magnitude.

4.6. Results of GJ 831 AB Simultaneous Modeling

The results of this simultaneous solution are as follows. Average absolute-value residuals for the RV and POS/TRANS observations of GJ 831 AB are given in Tables 4 and 6, respectively. The absolute parallax and the proper motion are presented in Table 7 (errors are 1σ), where previous parallaxes are also listed. Compared to Hipparcos, our precision has improved knowledge of the parallax by a factor of 20. Residuals to the orbit fits for each astrometric measurement are individually listed in Table 8, while Table 9 contains the orbital parameters with formal (1σ) uncertainties.

Table 6.  Astrometry Data Spans and Residualsa

ID #ref $\langle V\rangle $ ref POS POSb POS TRANS TRANS TRANS
      span (year) #obs $\langle | \mathrm{res}| \rangle $ (mas) span (year) #obs $\langle | \mathrm{res}| \rangle $ (mas)
GJ 1005 AB 2 14.5 4.36 12 1.2 4.36 17 1.4
GJ 22 AC 4 14.4 6.06 6 0.8 9.22 9 3.3
GJ 22 AC 15.04 23c 10.1
GJ 54 AB 3 13.22 4.56 6 0.9 9.15 9c 2.2
GJ 65 AB 1.47 13 3.5
GJ 65 AB 63.0 51d 81.4
GJ 1081 AB 6 14.05 4.00 5 0.7 10.47 11 2.1
GJ 234 AB 5 14.21 5.5 7 0.8 13.90 11 2.4
G 250-029 AB 3 15.27 7.65 7 2.6 12.08 14 1.9
G 193-027 AB 5 11.76 3.02 6 0.9 8.95 10c 1.3
GJ 469 AB 3 12.73 6.53 7 0.9 10.33 12 1.8
GJ 473 AB 10.46 11 2.5
GJ 473 AB 23.00 25c 11.3
GJ 623 AB 5 14.04 3.14 13 1.0 12.18 9c 4.5
GJ 748 AB 4 12.93 1.83 15 1.3 14.78 18 1.4
GJ 1245 AC 7 11.81 5.00 6 0.9 9.45 12c 3.7
GJ 791.2 AB 3 13.70 5.04 16 0.8 12.84 5 2.8
GJ 831 AB 5 13.85 4.07 10 1.4 6.61 17 1.8

Notes.

a#ref—number of astrometric reference stars; $\langle V\rangle $ref—average V magnitude of the reference stars; POS span—length of POS campaign; #POS—number of epochs of POS observation; POS $\langle | \mathrm{res}| \rangle $—average absolute value of POS astrometric residuals; TRANS span—length of TRANS campaign; #TRANS—number of epochs of TRANS observation; TRANS $\langle | \mathrm{res}| \rangle $—average absolute value of TRANS astrometric residuals, unless noted with other observations. bFor some orbit plots, the number of POS plotted appears less than listed here because of overplotting and plot resolution. cIncludes measurements in addition to HST TRANS. dGround-based astrometry only.

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Table 7.  Parallaxes and Proper Motions

ID πabs πabs πabs μR.A. μDecl.
  YPC/other HIPa HST HST HST
  (mas) (mas) (mas) (mas yr−1) (mas yr−1)
GJ 1005 ABb 182.1 ± 6.8 200.5 ± 9.4 166.6 ± 0.3 642.0 ± 0.3 −616.3 ± 0.4
GJ 22 AC ... 99.4 2.2 99.2 0.6 1749.7 0.3 −254.3 0.2
GJ 54 AB ... 122.0 2.4 126.9 0.4 386.2 0.2 579.7 0.1
GJ 65 AB 373.7 2.7 ... ... ... ...
GJ 1081 AB 65.2 1.8 ... 65.2 0.4 54.9 0.2 −365.2 0.2
GJ 234 AB 244.2 3.7 242.3 3.1 241.0 0.4 700.0 0.4 −675.0 0.3
G 250-029 AB 84.0 4.8 95.4 2.4 95.6 0.3 518.0 0.5 −995.4 0.2
G 193-027 ABb 108.8 1.9c ... 112.6 1.4 677.6 0.6 −914.5 0.4
GJ 469 AB 72.0 6.4 75.9 4.0 76.4 0.5 −634.3 0.2 −259.4 0.2
GJ 473 AB 235.5 2.9d ... ... ... ...
GJ 623 ABb 131.2 4.8 124.1 1.2 125.0 0.3 1145.2 0.3 −450.7 0.3
GJ 748 ABb 99.8 2.4 97.8 3.0 98.4 0.3 1783.5 0.5 −523.0 0.5
GJ 1245 AC 220.2 1.0 ... 219.9 0.5 439.1 0.9 −537.9 0.4
GJ 791.2 ABb 113.8 1.9 ... 113.4 0.2 673.1 0.2 122.0 0.2
GJ 831 ABb ... 120.5 6.0 125.3 0.3 1191.8 0.2 −61.4 0.2

Notes.

aFrom van Leeuwen (2007). bNo parallax prior in modeling. cRelative parallax from Khrutskaya et al. (2010). dAbsolute parallax from RECONS astrometry program at CTIO/SMARTS 0.9 m (see Henry et al. 2006).

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Table 8.  Component Position Angles, Separations, Residuals, and Sourcesa

ID set mJD ρ Δ ρ θ Δ θ ρ Δ θ Sourcesa
      (mas) (mas) (degree) (degree) (mas)  
GJ 1005 AB                
  1 49208.5915 397.7 0.0 123.9 −0.2 −1.4 FGS 3
  2 49494.5823 286.6 2.7 159.8 0.5 2.4 FGS 3
  3 49579.3203 242.1 1.3 178.3 0.5 1.9 FGS 3
  4 49640.6823 213.8 −0.8 198.3 −1.2 −4.3 FGS 3
  5 49687.0690 194.1 1.4 213.4 0.9 3.1 FGS 3
  6 49893.4353 193.6 2.4 303.2 0.5 1.8 FGS 3
  7 49930.6908 198.3 0.8 318.3 0.1 0.5 FGS 3
  8 49971.2335 205.3 −2.8 333.7 0.2 0.8 FGS 3
  9 50020.1770 209.2 −0.5 351.8 0.1 0.3 FGS 3
  10 50062.1808 218.2 −1.0 6.1 0.1 0.4 FGS 3
  11 50236.7703 281.0 0.4 51.2 0.0 0.0 FGS 3
  12 50257.9548 290.5 0.0 54.7 0.5 2.7 FGS 3
  13 50292.6535 305.7 −0.1 61.3 0.0 −0.1 FGS 3
  14 50442.0408 364.0 −0.9 81.5 0.3 2.2 FGS 3
  15 50628.3183 406.2 −0.2 101.5 −0.5 −3.8 FGS 3
  16 50761.9998 410.6 0.6 112.6 0.6 4.0 FGS 3
  17 50800.3510 410.1 −1.5 116.8 −0.1 −0.8 FGS 3
GJ 22 AC                
  1 49935.7677 525.7 −0.6 156.2 0.2 1.8 FGS 3
  2 50268.9853 530.2 −6.0 170.9 −0.2 −2.3 FGS 3
  3 50606.5859 501.9 −5.3 185.6 0.1 0.6 FGS 3
  4 50955.6553 437.9 15.4 200.7 −2.0 −15.2 FGS 3
  5 51843.5050 321.5 0.3 290.9 0.1 0.7 FGS 1r
  6 52207.2940 390.2 −1.6 326.5 −0.7 −4.9 FGS 1r
  7 52572.5440 458.9 3.9 349.0 0.2 1.3 FGS 1r
  8 52937.7940 490.9 0.1 8.3 −0.2 −1.6 FGS 1r
  9 53303.4093 481.9 −0.3 26.6 0.2 1.7 FGS 1r
  10 47811.7546 451.0 9.1 42.7 6.3 49.7 SPK
  11 47870.7425 453.0 8.0 43.9 4.0 31.8 SPK
  12 48145.9949 405.0 38.4 57.1 −1.0 −7.4 SPK
  13 48520.2665 443.0 −58.8 71.6 −2.1 −16.0 SPK
  14 49260.7379 464.0 −10.4 122.5 1.6 13.1 SPK
  15 49381.0147 478.0 −4.9 129.3 1.4 11.8 SPK
  16 49611.0126 510.0 7.8 141.1 0.7 6.2 SPK
  17 49700.0240 532.0 21.7 145.2 0.0 −0.2 SPK
  18 49999.2368 526.0 6.8 157.5 1.3 12.2 SPK
  19 50355.5382 533.0 17.4 172.1 −0.3 −2.9 SPK
  20 50769.7682 460.0 26.9 190.2 0.8 6.4 SPK
  21 51949.7449 334.0 −3.0 302.3 0.0 0.2 SPK
  22 52216.7792 402.0 12.0 325.5 0.4 2.8 SPK
  23 52566.9809 463.0 9.5 348.2 −0.2 −1.5 SPK
GJ 54 AB                
  1 51126.8845 129.0 −2.1 284.9 1.1 −2.6 NIC
  2 51812.0935 110.6 −1.9 93.1 −0.6 −1.1 FGS 1r
  3 52803.7473 131.5 −2.5 282.5 0.4 −0.9 FGS 1r
  4 53149.2738 65.4 1.4 349.7 −0.9 1.1 FGS 1r
  5 53537.4249 69.9 3.8 48.1 −4.5 −5.5 FGS 1r
  6 53746.4575 112.6 −0.9 233.6 −0.4 −0.9 FGS 1r
  7 53885.6178 109.7 −0.5 105.5 −0.7 −1.4 FGS 1r
  8 54251.7904 88.2 −0.5 145.5 1.6 2.5 FGS 1r
  9 54470.0094 123.4 0.9 285.9 0.1 −0.3 FGS 1r
GJ 65 AB                
  1 32832.7425 1510.0 14.6 118.2 2.4 62.2 VIS
  2 33208.9500 1630.0 −24.4 104.2 4.5 127.4 VIS
  3 33581.5050 1730.0 −56.4 95.5 2.5 75.7 VIS
  4 33932.1450 1670.0 54.4 87.0 1.9 56.4 VIS
  5 34260.8700 1650.0 116.9 83.3 −3.2 −93.2 VIS
  6 34333.9200 1440.0 333.0 75.2 5.7 142.7 VIS
  7 34381.4025 1680.0 107.2 79.1 −1.7 −51.3 VIS
  8 34965.8025 1860.0 17.7 64.9 −0.8 −26.4 VIS
  9 35049.8100 1910.0 −20.7 64.4 −2.1 −69.5 VIS
  10 35396.7975 1880.0 69.1 56.8 −1.9 −63.4 VIS
  11 35762.0475 1950.0 64.5 49.2 −1.5 −49.9 VIS
  12 35776.6575 1870.0 145.2 45.4 2.5 82.2 VIS
  13 36167.4750 2120.0 −32.9 41.4 −1.0 −36.4 VIS
  14 36485.2425 2140.0 −0.9 37.1 −2.2 −82.5 VIS
  15 36561.9450 2180.0 −25.5 32.8 0.8 30.1 VIS
  16 36835.8825 2340.0 −144.4 31.0 −1.6 −67.2 VIS
  17 36867.6593 2180.0 22.5 28.9 −0.3 −10.3 VIS
  18 37412.9775 2300.0 −28.4 20.3 −0.1 −2.9 VIS
  19 37800.1425 2500.0 −198.6 13.1 1.2 52.6 VIS
  20 38037.5550 2530.0 −218.3 11.8 −0.6 −27.2 VIS
  21 38614.6500 2340.0 −46.8 3.5 −0.8 −31.5 VIS
  22 38724.9555 2180.0 101.9 1.5 −0.5 −18.0 VIS
  23 38793.6225 2370.0 −99.6 358.0 1.9 78.0 VIS
  24 39023.3648 2140.0 94.2 356.9 −0.4 −14.1 VIS
  25 39374.0048 2080.0 61.6 351.3 −0.4 −15.0 VIS
  26 39768.4748 1900.0 74.4 345.3 −1.7 −55.6 VIS
  27 40077.8415 1540.0 238.1 340.1 −4.2 −114.2 VIS
  28 40456.9710 1220.0 221.5 328.8 −4.3 −92.5 VIS
  29 40791.5400 1020.0 −15.1 316.6 −7.9 −141.0 VIS
  30 41653.5300 1020.0 −58.7 157.6 3.8 67.6 VIS
  31 42384.0300 1430.0 31.9 119.3 6.5 163.4 VIS
  32 42676.2300 1600.0 −40.6 111.8 3.8 105.6 VIS
  33 42705.4500 1430.0 113.8 107.3 9.0 227.1 VIS
  34 43060.4730 1550.0 80.3 99.3 5.5 150.4 VIS
  35 43411.8435 1640.0 51.1 91.4 3.3 95.5 VIS
  36 43784.7638 1710.0 35.4 82.8 2.1 62.3 VIS
  37 43801.2000 1900.0 −150.3 84.8 −0.4 −11.8 VIS
  38 44164.9890 1660.0 141.1 75.0 0.5 15.9 VIS
  39 44526.2213 1770.0 86.2 66.8 0.3 10.5 CCD
  40 44876.1308 1840.0 73.4 58.8 0.8 24.1 CCD
  41 45245.6907 1971.0 6.8 52.4 −0.5 −15.7 CCD
  42 45246.8595 1820.0 158.1 51.8 0.1 4.7 CCD
  43 45601.8825 2050.0 −17.6 41.3 3.8 135.4 CCD
  44 45605.9003 1930.0 112.0 44.6 0.5 17.2 CCD
  45 45789.6210 1940.0 134.1 40.7 1.2 39.0 CCD
  46 49902.3725 1686.6 −2.3 333.8 −0.1 −3.1 CCD
  47 49915.3754 1648.5 24.6 332.6 0.8 23.4 CCD
  48 49967.3505 1629.9 −1.5 332.0 −0.1 −2.2 CCD
  49 50033.4608 1569.3 −1.8 330.0 −0.1 −2.2 FGS 3
  50 50062.3155 1541.0 −1.4 329.0 −0.1 −1.7 FGS 3
  51 50089.4901 1508.2 4.4 327.9 0.1 3.6 FGS 3
  52 50124.5176 1478.3 −1.7 326.9 −0.1 −1.7 FGS 3
  53 50229.6000 1360.7 0.1 322.8 0.0 0.4 FGS 3
  54 50249.6157 1337.3 0.1 321.9 0.0 0.5 FGS 3
  55 50290.6333 1287.8 0.1 320.1 0.0 0.7 FGS 3
  56 50316.6756 1256.4 −0.9 318.9 0.0 0.0 FGS 3
  57 50316.6756 1255.5 0.0 318.8 0.0 0.8 FGS 3
  58 50437.7560 1095.1 −0.1 312.0 0.1 1.2 FGS 3
  59 52586.9285 1653.0 −19.00 103.3 0.6 17.0 WFPC2
  60 54341.3445 1930.0 −12.11 61.24 0.1 4.5 NACO
  61 54756.2139 1975.0 10.64 53.11 −0.1 −2.1 NACO
  62 54786.0393 1987.0 3.56 52.62 −0.1 −5.1 NACO
  63 55485.1899 2095.0 10.10 39.36 0.4 13.6 NACO
  64 55827.2696 2134.0 23.76 33.47 0.5 19.3 NACO
GJ 1081 AB                
  1 50183.9186 349.7 −0.1 46.4 −0.8 −4.8 FGS 3
  2 51406.9947 267.0 −1.5 40.5 0.2 0.8 FGS 1r
  3 51637.0292 230.1 −0.3 38.9 0.2 1.0 FGS 1r
  4 52000.4529 161.3 0.8 34.3 0.8 2.3 FGS 1r
  5 52366.5430 76.9 3.8 26.7 −3.2 −4.4 FGS 1r
  6 52731.7930 35.6 −4.2 285.0 −9.5 −5.9 FGS 1r
  7 53098.1388 98.1 −1.2 54.3 −0.3 −0.6 FGS 1r
  8 53460.6859 255.7 3.3 48.7 0.3 1.2 FGS 1r
  9 54009.8028 340.8 −0.9 46.4 0.1 0.6 FGS 1r
GJ 234 AB                
  1 49944.9720 719.2 4.4 134.7 −0.1 −1.0 FGS 1r
  2 50174.0934 708.9 −1.3 152.5 0.0 0.4 FGS 1r
  3 50554.2456 745.0 −1.1 180.8 0.3 3.4 FGS 1r
  4 50936.8449 734.3 1.6 207.1 0.0 0.0 FGS 1r
  5 51416.9295 494.8 2.8 257.3 0.2 2.0 FGS 1r
  6 51623.1497 442.4 −5.8 294.8 0.4 3.3 FGS 1r
  7 51987.5961 664.0 −0.9 348.4 0.1 0.8 FGS 1r
  8 52718.6440 1198.8 −5.5 22.9 −0.1 −3.0 FGS 1r
  9 53084.9898 1336.1 −1.2 31.7 −0.2 −4.8 FGS 1r
  10 53449.1440 1392.4 2.0 39.4 −0.1 −1.6 FGS 1r
  11 53631.4038 1397.7 0.9 43.3 0.2 4.8 FGS 1r
G 250-029 AB                
  1 49940.9178 95.4 0.9 344.2 2.7 4.5 FGS 3
  2 50313.1075 324.1 −3.8 296.0 0.8 4.5 FGS 3
  3 50707.5775 460.8 −1.0 286.8 −0.6 −4.9 FGS 3
  4 50929.6860 501.4 4.0 283.2 −0.4 −3.4 FGS 3
  5 51549.8440 504.6 −4.1 272.2 0.5 4.6 FGS 1r
  6 51661.2818 489.0 2.1 271.0 0.1 1.3 FGS 1r
  7 52024.4864 428.6 0.1 263.6 0.0 0.0 FGS 1r
  8 52359.6033 357.6 −0.7 254.4 0.1 0.8 FGS 1r
  9 52722.6618 272.2 −1.5 238.0 −0.6 −2.8 FGS 1r
  10 53087.9118 205.5 0.5 210.0 −0.4 −1.4 FGS 1r
  11 53452.4313 198.8 −1.0 170.7 0.1 0.2 FGS 1r
  12 53623.3683 218.5 −1.4 153.9 0.3 1.3 FGS 1r
  13 53992.6360 281.6 1.3 128.8 0.1 0.7 FGS 1r
  14 54354.9640 285.1 0.4 111.2 −0.2 −1.1 FGS 1r
G 193-027 AB                
  1 51550.9398 146.3 −2.1 5.2 −0.4 −0.9 FGS 1r
  2 51651.7488 163.0 1.8 344.7 0.8 2.3 B04
  3 52711.7043 132.0 −0.8 14.0 −0.6 −1.4 NIC
  4 52942.9075 164.2 −0.6 329.7 −0.5 −1.4 FGS 1r
  5 53310.3490 129.8 −2.8 235.5 1.6 3.7 FGS 1r
  6 53673.4075 105.1 −1.2 140.6 0.5 0.8 FGS 1r
  7 53677.7467 102.3 −0.2 139.1 0.0 0.1 FGS 1r
  8 54046.8683 163.8 1.3 343.8 1.0 2.8 FGS 1r
  9 54592.1610 136.1 0.8 214.2 −0.4 −0.9 FGS 1r
  10 54819.3282 122.1 1.5 159.1 −0.1 −0.1 FGS 1r
GJ 469 AB                
  1 49927.2209 217.9 3.7 180.3 0.9 3.5 FGS 3
  2 50235.3823 83.6 −4.7 144.8 −0.5 −0.8 FGS 3
  3 50606.6954 171.0 0.3 28.0 0.0 0.1 FGS 3
  4 50936.9910 276.5 −2.6 12.9 0.6 2.8 FGS 3
  5 51680.4939 252.7 1.4 350.0 0.1 0.3 FGS 1r
  6 52043.9177 179.5 1.8 330.7 −0.4 −1.3 FGS 1r
  7 52436.6710 124.0 1.0 283.6 −0.2 −0.4 FGS 1r
  8 52774.8925 160.9 −0.7 238.1 0.5 1.3 FGS 1r
  9 53145.2560 237.7 0.3 213.1 −0.8 −3.5 FGS 1r
  10 53510.5060 291.7 −0.1 201.3 0.0 0.1 FGS 1r
  11 53700.4360 301.4 −4.1 196.7 0.0 0.0 FGS 1r
GJ 473 AB                
  1 46595.3260 1098.0 4.5 322.7 −2.9 −56.0 SPK
  2 47906.6100 220.0 −14.4 278.0 −13.0 −50.7 H93
  3 47958.1103 179.0 14.0 248.0 2.2 6.8 H93
  4 47958.8408 177.0 15.1 246.0 4.3 13.4 H93
  5 48023.1248 177.0 4.7 226.0 2.2 6.9 H93
  6 48052.6735 186.0 −3.6 210.5 7.3 23.9 H93
  7 48343.8143 430.0 −51.8 160.0 3.8 28.5 H93
  8 48374.1300 343.0 61.9 164.0 −2.1 −12.6 H93
  9 48375.2258 374.0 31.8 164.0 −1.8 −11.9 H93
  10 48411.3855 436.0 −1.4 161.6 −1.5 −11.2 H93
  11 49116.0989 602.0 −10.5 135.8 0.1 1.6 SPK
  12 49927.6478 236.1 −1.0 25.9 −0.2 −0.9 FGS 3
  13 50190.2626 416.0 2.6 353.2 0.6 4.3 FOS
  14 50251.7342 464.0 3.3 350.5 −0.4 −3.0 FGS 3
  15 50607.3050 734.4 0.7 338.5 −0.1 −0.8 FGS 3
  16 50905.6778 924.8 −3.5 333.4 −0.1 −1.2 FGS 3
  17 51679.6060 1177.8 1.6 325.7 −0.1 −1.5 FGS 1r
  18 52012.5679 1179.4 0.8 322.2 0.7 15.1 FGS 1r
  19 52438.9973 1081.2 −1.6 319.2 −0.1 −1.6 FGS 1r
  20 52792.1940 907.4 0.4 315.0 0.0 0.1 FGS 1r
  21 53157.3710 650.6 −0.7 308.1 0.0 −0.4 FGS 1r
  22 53521.9635 330.1 5.5 288.6 0.4 2.3 FGS 1r
  23 53748.0533 185.4 1.6 244.9 −1.4 −4.6 FGS 1r
  24 54638.7154 0.6 −4.4 141.8 1.5 17.0 H12
  25 54994.6880 0.6 −12.9 132.7 −0.5 −4.8 H12
GJ 623 AB                
  1 49514.6710 330.0 −20.0 7.0 1.9 11.0 FOC
  2 50308.4323 308.3 6.3 62.1 −1.5 −7.8 FGS 3
  3 50336.3374 314.5 8.2 60.3 −2.6 −14.2 FGS 3
  1 52896.1000 240.4 7.5 79.3 0.6 2.7 M07
  2 53163.3000 340.5 3.3 49.2 0.1 0.5 M07
  3 53401.6000 350.7 1.0 28.7 0.6 3.7 M07
  4 53779.5000 257.1 −8.8 −12.8 0.3 1.1 M07
  5 53909.0000 175.5 −0.2 318.2 −1.1 −3.4 M07
  6 53961.8000 138.4 −1.0 295.6 −1.2 −3.0 M07
GJ 748 AB                
  1 49534.7232 207.3 0.9 346.5 −0.1 −0.5 FGS 3
  2 49578.0784 202.2 −1.0 341.6 −0.1 −0.5 FGS 3
  3 49926.3808 92.0 −0.8 239.4 4.0 6.5 FGS 3
  4 49956.4409 87.6 0.4 216.0 0.3 0.4 FGS 3
  5 49970.3204 87.7 1.3 205.6 −0.6 −0.9 FGS 3
  6 49995.5957 88.1 1.3 188.3 −1.2 −1.8 FGS 3
  7 50030.9884 76.9 3.8 158.6 3.1 4.2 FGS 3
  8 50164.7795 111.7 −0.1 35.8 0.2 0.3 FGS 3
  9 50193.3055 131.5 1.8 24.9 −0.3 −0.6 FGS 3
  10 50230.7802 157.4 0.1 15.9 −0.5 −1.5 FGS 3
  11 50246.8877 164.1 2.6 12.2 −0.1 −0.3 FGS 3
  12 50351.3492 200.4 5.3 355.6 0.3 1.2 FGS 3
  13 50359.2751 202.0 −1.6 356.6 0.0 0.0 FGS 3
  14 50413.5878 205.9 0.2 349.3 0.3 1.0 FGS 3
  15 50529.1894 193.0 −0.4 335.1 −0.3 −1.1 FGS 3
  16 50554.1360 187.0 0.8 331.2 −0.3 −1.0 FGS 3
  17 50591.5376 174.9 0.6 325.8 −0.8 −2.4 FGS 3
  18 54931.8048 203.8 −1.3 348.2 0.8 2.7 FGS 1r
GJ 1245 AC                
  1 50224.6074 620.2 0.1 333.8 0.0 0.0 FGS 3
  2 50573.1655 606.0 0.0 308.6 −0.1 −1.0 FGS 3
  3 50624.2640 609.0 0.5 304.3 0.5 5.8 WFPC2
  4 50733.2546 604.0 −4.6 296.4 0.1 0.8 WFPC2
  5 50908.5015 596.8 6.0 285.1 −1.4 −14.4 FGS 3
  6 51651.7488 457.9 1.6 216.8 0.3 2.1 FGS 1r
  7 52015.1725 455.6 −6.2 166.9 −1.5 −11.6 FGS 1r
  8 52380.4225 599.2 4.0 127.5 −0.1 −0.9 FGS 1r
  9 52747.8640 777.6 0.6 105.8 0.3 4.1 FGS 1r
  10 53113.1140 908.2 −7.1 91.6 −0.3 −5.5 FGS 1r
  11 53478.3640 1004.6 5.9 81.8 0.1 1.7 FGS 1r
  12 53677.4253 1033.8 −0.9 76.2 0.0 0.1 FGS 1r
GJ 791.2 AB                
  1 50236.4474 169.2 −10.9 89.2 −1.1 −3.3 FGS 3
  2 50254.7418 153.3 2.1 84.6 −0.3 −0.8 FGS 3
  3 50338.2445 126.0 −1.1 62.9 0.9 2.0 FGS 3
  4 51789.4124 155.1 3.5 100.8 −0.9 −2.4 FGS 3
  5 54927.8947 127.8 0.0 120.7 0.8 1.8 FGS 1r
GJ 831 AB                
  1 49452.5055 190.2 −0.6 161.4 0.2 0.7 FGS 3
  2 49486.2911 177.8 −0.6 167.5 0.6 1.8 FGS 3
  3 49518.6522 158.7 2.6 175.4 −0.1 −0.4 FGS 3
  4 50011.4841 185.7 1.4 137.7 −0.3 −1.1 FGS 3
  5 50024.1582 191.3 −0.3 140.7 −1.1 −3.6 FGS 3
  6 50200.0261 173.6 −0.1 170.4 −0.7 −2.0 FGS 3
  7 50241.8107 146.2 5.0 179.1 0.8 2.1 FGS 3
  8 50370.5613 88.0 −8.1 254.2 0.4 0.7 FGS 3
  9 50592.1585 113.8 −2.0 102.3 −0.6 −1.2 FGS 3
  10 50614.2927 132.0 −3.1 111.1 0.3 0.8 FGS 3
  11 50776.6828 201.5 −2.0 147.4 0.0 0.0 FGS 3
  12 50966.4302 134.8 4.4 183.9 1.8 4.2 FGS 3
  13 51100.0386 82.5 −2.0 279.9 −1.0 −1.5 FGS 3
  14 51776.7738 79.3 1.4 250.4 −0.5 −0.7 FGS 1r
  15 51807.6740 82.6 −1.7 281.2 −0.3 −0.5 FGS 1r
  16 51836.7844 92.8 −6.0 305.7 1.4 2.2 FGS 1r
  17 51855.4852 86.7 2.0 323.3 −0.8 −1.2 FGS 1r
  18 51866.4427 88.5 −0.6 331.6 −0.1 −0.1 FGS 1r

Note.

aNon-FGS measurements: B04—Beuzit et al. (2004), adaptive optics; B87—Blazit et al. (1987), optical speckle; B94—Balega et al. (1994), optical speckle; FOC—Barbieri et al. (1996), HST/FOC; FOS—Schultz et al. (1998), HST/FOS; H12—Horch et al. (2012), optical speckle; H92—Henry et al. (1992), infrared speckle; M07—Martinache et al. (2007), aperture masking; M91—McCarthy et al. (1991), infrared speckle; NIC—Golimowski et al. (2004), HST/NICMOS; VIS/CCD—Geyer et al. (1988), visual, photographic, and CCD measurements; W03—Woitas et al. (2003), infrared speckle; WFPC2—Schroeder et al. (2000), Dieterich et al. (2012), HST/WFPC2; NACO—Kervella et al. (2016), VLT/NACO.

A machine-readable version of the table is available.

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Table 9.  Orbital Elementsa

ID a ('') αA ('') inc (°) Ω (°) P (days) T0 ecc ωA (°) ωB (°) f
GJ 1005 AB 0.3037 0.1169 146.1 62.8 1666.1 49850.4 0.364 166.6 −13.4 0.385
  0.0005 0.0004 0.2 0.4 2.5 0.8 0.001 0.5 0.5 0.002
GJ 22 AC 0.5106 0.1425 43.7 178.3 5694.2 51817.2 0.163 284.5 104.5 0.279
  0.0007 0.0011 0.2 0.2 14.9 5 0.002 0.5 0.5 0.002
GJ 54 AB 0.1264 0.0517 126.6 92.2 418.5 53944.6 0.174 46.8 226.8 0.410
  0.0007 0.0003 0.4 0.5 0.2 1.6 0.004 1.4 1.4 0.003
GJ 65 AB 2.0458 128.3 147.6 9612 41358.4 0.617 104.6 0.494
  0.0066 0.3 0.5 12 12 0.004 0.5 0.003
GJ 1081 AB 0.2712 0.104 97.1 231.5 4066.1 48919.1 0.848 51 231 0.386
  0.0027 0.0013 0.2 0.2 27.5 28.9 0.004 0.7 0.7 0.005
GJ 234 AB 1.0932 0.3537 53.2 210.6 6070.1 51277.1 0.382 220.4 40.4 0.324
  0.0007 0.0015 0.1 0.1 10.2 1.3 0.001 0.1 0.1 0.001
G 250-029 AB 0.4417 0.1539 109.7 107.8 4946.3 54696.1 0.482 238.9 58.9 0.348
  0.0009 0.0023 0.1 0.1 2.2 1.7 0.002 0.2 0.2 0.005
G 193-027 AB 0.1564 0.0773 130.8 173.6 1195.5 51340.5 0.236 72.9 252.9 0.495
  0.0008 0.0008 0.5 0.6 1.4 3.3 0.004 0.9 0.9 0.006
GJ 469 AB 0.3139 0.1131 107.6 190.4 4223 54548.2 0.302 −90.8 89.2 0.360
  0.0008 0.0009 0.1 0.2 2.9 3.2 0.003 0.2 0.2 0.003
GJ 473 AB 0.9167 103.3 143.5 5772.3 54554 0.301 350.7 0.477
  0.0017 0.7 0.1 9.4 8.7 0.002 0.5 0.008
GJ 623 AB 0.2397 0.0556 152.5 98.3 1367.4 45838.7 0.629 65.4 245.4 0.231
  0.0014 0.0003 0.2 0.5 0.6 2.8 0.004 0.5 0.5 0.002
GJ 748 AB 0.148 0.0503 131.6 −0.4 901.7 50033.2 0.45 27.3 207.3 0.340
  0.0004 0.0003 0.3 0.2 0.3 0.8 0.002 0.4 0.4 0.002
GJ 1245 AC 0.8267 0.336 135.7 261.2 6147 51506.8 0.334 216.1 36.1 0.406
  0.0008 0.0027 0.1 0.2 17 2.1 0.002 0.2 0.2 0.003
GJ 791.2 AB 0.1037 0.0336 145.4 102.2 538.6 51022.7 0.558 12.2 192.2 0.324
  0.0005 0.0003 0.6 1.1 0.1 0.9 0.005 1.5 1.5 0.003
GJ 831 AB 0.1448 0.0505 49.8 326.1 704.9 51164 0.39 190.6 10.6 0.349
  0.0005 0.0004 0.4 0.4 0.5 1.1 0.002 0.9 0.9 0.003

Note.

aa—semimajor axis of relative orbit; α—semimajor axis of perturbation of component A; ${\omega }_{{\rm{A}}}$—longitude of periastron passage of component A; f—mass fraction—${{ \mathcal M }}_{\sec }$/(${{ \mathcal M }}_{\mathrm{pri}}$+${{ \mathcal M }}_{\sec }$).

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Figure 5, left, illustrates component A and B astrometric orbits. The POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots in Figure 5. Figure 5, right, shows all RV measurements, RV residuals, and the predicted velocity curve from the simultaneous solution, phased to the derived orbital period.

Figure 5.

Figure 5. Left: GJ 831 A (dots, POS orbit predicted positions) and component B (open circles, TRANS orbit predicted positions). All observations, POS and TRANS and A and B component radial velocities, were used to derive the orbital elements listed in Table 9. POS and TRANS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than the symbols. The POS mode points on either side of p.a. = 90° each represent two temporally close epochs. The arrow indicates the direction of orbital motion. Right: RV measurements (Table 3) using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RVs. The error bars are 1σ. The dashed lines are component velocities predicted from the orbital parameters derived in the combined solution. Middle and top panels illustrate component B and A RV residuals (average absolute value for which listed in Table 4) from the combined solution.

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4.7. GJ 831 AB Component Masses

Our orbit solution and derived absolute parallax (Equation (2)) provide an orbital semimajor axis, a in astronomical units, from which we can determine the system mass through  Kepler's third law. Given P and a, we solve the expression

Equation (7)

to find (in solar units) ${{ \mathcal M }}_{\mathrm{tot}}=0.414\pm 0.006\,{{ \mathcal M }}_{\odot }$. At each instant in the orbits of the two components around the common center of mass,

Equation (8)

, a relationship that contains only one observable, αA, the perturbation orbit size. Instead, we calculate the mass fraction

Equation (9)

where αB = $a-{\alpha }_{{\rm{A}}}.$ This parameter, f (also given in Table 9), ratios the two quantities directly obtained from the observations: the perturbation orbit size (αA from POS mode) and the relative orbit size (a from TRANS mode), both shown in Figure 5 and listed in Table 9. From these we derive a mass fraction of 0.3489 ± 0.0031. Equations (7)–(9) yield ${{ \mathcal M }}_{{\rm{A}}}=0.270\pm 0.004\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{B}}}=0.145\pm 0.002\,{{ \mathcal M }}_{\odot }$, indicating that both components are low-mass red dwarfs with mass errors of ∼1.5%, a considerable improvement over the Ségransan et al. (2000) 4% determinations. We collect these component masses and those for the other systems discussed below in Table 10, which also includes V, K, the magnitude differences ΔV and ΔK, and the MV and MK values used to create the MLRs.

Table 10.  Masses, MV, and MK for Red Dwarfs Observed with HST/FGSa

ID ${{ \mathcal M }}_{\mathrm{pri}}$ ${{ \mathcal M }}_{\sec }$ Vb ΔV refc MVpri MVsec Kd ΔK refc MKpri MKsec
GJ 1005 AB 0.179 ± 0.002 0.112 ± 0.001 11.48 ± 0.01 2.39 ± 0.05 * 12.70 ± 0.01 15.12 ± 0.09 6.39 ± 0.02 1.23 ± 0.02 * 7.80 ± 0.02 9.03 ± 0.03
GJ 22 AC 0.405 0.008 0.157 0.003 10.28 0.03 3.08 0.10 H99 10.32 0.03 13.40 0.10 6.04 0.02 1.93 0.03 * 6.19 0.02 8.12 0.04
GJ 54 AB 0.432 0.008 0.301 0.006 9.82 0.02 1.04 0.05 * 10.70 0.03 11.70 0.04 5.13 0.02 ... ... ... ...
GJ 65 AB 0.120 0.003 0.117 0.003 12.08 0.02 0.45 0.08 H99 15.49 0.04 15.94 0.05 5.33 0.02 0.16 0.02 * 8.87 0.03 9.03 0.03
GJ 1081 AB 0.325 0.010 0.205 0.007 12.21 0.03 1.67 0.10 H99 11.49 0.04 13.16 0.09 7.34 0.04 0.96 0.01 * 6.79 0.04 7.75 0.04
GJ 234 AB 0.223 0.002 0.109 0.001 11.14 0.03 3.08 0.05 H99 13.11 0.03 16.19 0.06 5.49 0.02 1.58 0.02 * 7.63 0.02 9.21 0.03
G 250-029 AB 0.350 0.005 0.187 0.004 10.95 0.03 1.61 0.08 H99 11.07 0.03 12.68 0.07 6.35 0.02 1.03 0.07 * 6.61 0.03 7.64 0.05
G 193-027 AB 0.126 0.005 0.124 0.005 13.29 0.03 0.30 0.05 * 14.16 0.05 14.46 0.05 7.78 0.02 0.10 0.02 * 8.74 0.03 8.84 0.04
GJ 469 AB 0.332 0.007 0.188 0.004 12.05 0.02 1.59 0.05 H99 11.69 0.03 13.28 0.05 6.96 0.04 1.01 0.02 * 6.74 0.04 7.75 0.04
GJ 473 AB 0.124 0.005 0.113 0.005 12.47 0.04 −0.01 0.05 H99 15.09 0.05 15.08 0.05 6.04 0.02 0.00 0.01 * 8.65 0.03 8.65 0.03
GJ 623 AB 0.379 0.007 0.114 0.002 10.28 0.03 5.28 0.10 B96 10.77 0.03 16.05 0.10 5.92 0.02 2.87 0.14 H93 6.48 0.02 9.35 0.13
GJ 748 AB 0.369 0.005 0.190 0.003 11.10 0.04 1.81 0.04 H99 11.25 0.04 13.06 0.05 6.29 0.02 1.09 0.07 * 6.59 0.03 7.68 0.06
GJ 1245 AC 0.111 0.001 0.076 0.001 13.41 0.03 3.29 0.05 H99 15.17 0.03 18.46 0.06 6.85 0.02 1.05 0.01 * 8.91 0.02 9.96 0.02
GJ 791.2 AB 0.237 0.004 0.114 0.002 13.13 0.04 3.27 0.10 B00 13.46 0.04 16.73 0.10 7.31 0.02 1.28 0.10 * 7.87 0.03 9.15 0.08
GJ 831 AB 0.270 0.004 0.145 0.002 12.02 0.02 2.10 0.06 H99 12.66 0.02 14.76 0.06 6.38 0.02 1.20 0.01 * 7.18 0.02 8.38 0.02

Notes.

aMasses (${ \mathcal M }$) in solar masses (${{ \mathcal M }}_{\odot }$). Components are Primary—pri, Secondary—sec. bV values from references in Table 2. cReferences for ΔV and ΔK: *—this paper, B96—Barbieri et al. (1996), B00—Benedict et al. (2000), H93—Henry & McCarthy (1993), H99—Henry et al. (1999). dFrom 2MASS.

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5. MODELING NOTES AND MASSES FOR OTHER SYSTEMS

The presentation order in this section for the other 14 systems observed with HST/FGS 3 and FGS 1r is dictated by dwindling observational resources. We first discuss component mass results for the six other systems with astrometric and RV measurements, then provide notes on the derivation of component masses for the remaining eight systems with astrometric measurements only. The final two systems discussed analyze only position angle and separation measurements (TRANS or ground-based). Among all 15 systems, we provide the first mass determinations for six binary pairs: GJ 54 AB, GJ 469 AB, GJ 831 AB (above), GJ 1081 AB, G 193-027 AB, and G 250-029 AB. For historical context, we provide comparisons with previous mass determinations.

In parallel with our detailed discussion of GJ 831 AB, RV measurements are listed in Table 3 for the first six systems, with RV results (component semiamplitudes, system center-of-mass velocities, number of observations, and residuals to the orbital fits) in Table 4. Astrometric results for all 15 systems are collected in Table 6 (reference-star information, study durations, and average absolute-value residuals to the orbital fits for POS and TRANS), Table 7 (previous parallaxes and derived HST parallaxes and proper motions), and Table 8 (observation dates, individual position angles, separations, residuals to the orbital fits, and measurement sources). All analyses yield the orbital elements in Table 9 and component masses in Table 10. All of these tables list the systems in R.A. order.

5.1. GJ 22 AC

The GJ 22 AC system is a triple, with the two close components known as A and C. Our modeling of GJ 22 AC included the four sources of position angle and separation measurements noted in Table 8. HST TRANS astrometric measurements came from FGS 3 and FGS 1r, while modeling included POS from only FGS 1r in a reference frame of four stars. We also utilized infrared speckle interferometry measurements from McCarthy et al. (1991) and Woitas et al. (2003). All but one of the POS mode epochs were secured at one-year intervals, very poorly sampling the parallactic ellipse. In this situation, simultaneous modeling including RVs and the Equation (2) constraint could push the parallax to unrealistic values. Therefore we modeled RVs (only for GJ 22 A due to the large ${\rm{\Delta }}V=3.08$ value) in combination with the astrometry, with a parallax from Hipparcos (van Leeuwen et al. 2007) used as a prior.

Our derived parallax has a larger error (0.6 mas) than typical for an HST parallax (0.2–0.3 mas), due to the less-than-ideal sampling. Still, even though all epochs sampled nearly the same part of the parallactic ellipse, they serve to scale the size of that ellipse well enough to provide a useful parallax. We obtain a parallax similar to Hipparcos (van Leeuwen et al. 2007), but the precision has improved by a factor of four. The average absolute value of the residuals to the orbit fit (Table 6) for both the TRANS and speckle observations is $\langle | \mathrm{res}| \rangle =10.1$ mas. For TRANS only, the average absolute-value residuals are $\langle | \mathrm{res}| \rangle =3.3$ mas, and for speckle only, $\langle | \mathrm{res}| \rangle =13.4$ mas.

Table 9 contains the GJ 22 AC orbital parameters with formal (1σ) uncertainties. The orbital semimajor axis is now extremely well determined, with an error approaching 0.1%. The orbital period is known to 0.3%, while the parallax error (0.6%) dominates the derived mass errors. The left panel of Figure 6 provides component A and B orbits and shows the observations that entered into the modeling. Component A–B separation residuals from TRANS-mode and speckle observations are illustrated by the offsets (+ and × next to o). Regarding the RV measurements (Figure 6, right), we note that GJ 22 AC has a companion, GJ 22 B, separated from GJ 22 AC by 4'', with an orbital period on the order of 320 years (Hershey 1973). Figure 7 shows the RV orbit as a function of time, not phase. We may (at a low level of significance) be detecting the AC–B orbital motion as a slope in the RV residuals. We obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.405\pm 0.008\,{{ \mathcal M }}_{\odot }$ (2.0% error) and ${{ \mathcal M }}_{{\rm{C}}}\ =0.157\pm 0.003\,{{ \mathcal M }}_{\odot }$ (1.9%). These masses support the excellent early work on this system by Hershey (1973), who found ${{ \mathcal M }}_{{\rm{A}}}=0.40\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{C}}}=0.13\,{{ \mathcal M }}_{\odot }$, followed by McCarthy et al. (1991), who found ${{ \mathcal M }}_{{\rm{A}}}=0.362\pm 0.053\,{{ \mathcal M }}_{\odot }$ (15%) and ${{ \mathcal M }}_{{\rm{C}}}=0.123\pm 0.018\,{{ \mathcal M }}_{\odot }$ (15%).

Figure 6.

Figure 6. Left: GJ 22 A (dots) POS orbit predicted positions and component C (open circles) TRANS and speckle (McCarthy et al. 1991; Woitas et al. 2003) orbit predicted positions. All observations, POS, TRANS (+), and speckle (×), and component-A radial velocities were used to derive the orbital elements listed in Table 9. POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than the dot symbols. Right: component-A RV measurements from the present study using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RVs. The error bars are 1σ. The dashed line is the velocity predicted from the orbital parameters derived in the combined solution. Top panel: component-A RV residuals (average absolute values, listed in Table 4) from the combined solution.

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Figure 7.

Figure 7. GJ 22 A radial velocities used to derive the orbital elements listed in Table 9 plotted against mJD rather than orbital phase. GJ 22 AC has a companion, GJ 22 B, separated by 4'', with a period P ≃ 320 years. We may be detecting that motion as a slope in the RV residuals (top panel).

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5.2. GJ 234 AB

Our modeling of GJ 234 AB included astrometry measurements from both FGS 3 and FGS 1r. Treating GJ 234 AB as a single-lined spectroscopic binary (due to the large ΔV = 3.08 value), we obtained velocities from the CE for component A at most orbital phases, as seen in Figure 8, right. Modeling included RVs for the A component and astrometry with five reference stars and only four plate parameters. Most of the POS mode observations were secured at one-year intervals, very poorly sampling the parallactic ellipse, with only one POS measurement at the other extreme of the parallactic ellipse, so we used a Hipparcos parallax as a prior. We obtained 11 TRANS observations of the separation and position angle for AB and seven POS observations of component A and the reference frame.

Figure 8.

Figure 8. Left: GJ 234 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations, POS, TRANS, and component-A radial velocities were used to derive the orbital elements listed in Table 9. POS and TRANS astrometric residuals are smaller than the symbols. Right: component-A RV measurements from the present study using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RV. The error bars are 1σ. The dashed line is the velocity predicted from the orbital parameters derived in the combined solution. Top panel: component-A RV residuals (average absolute values, listed in Table 4) from the combined solution.

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Our observations have reduced the parallax error by a factor of 7–10 compared to YPC and Hipparcos. Table 9 contains the GJ 234 AB orbital parameters with formal (1σ) uncertainties, with both a and P now known to better than 0.2%. The left panel of Figure 8 illustrates component A and B orbits with the observed positions indicated. The POS-mode component-A residuals and the TRANS residuals are all smaller than the dots and circles. We obtain masses of ${{ \mathcal M }}_{{\rm{A}}}=0.223\pm 0.002\,{{ \mathcal M }}_{\odot }$ (0.9% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.109\pm 0.001\,{{ \mathcal M }}_{\odot }$ (0.9%). These are among the best mass measurements known for red dwarfs, rivaling accuracies for components in eclipsing systems. These masses are larger than those reported by Probst (1977), ${{ \mathcal M }}_{{\rm{A}}}=0.13\pm 0.04\,{{ \mathcal M }}_{\odot }$ (31%) and ${{ \mathcal M }}_{{\rm{B}}}=0.07\pm 0.02\,{{ \mathcal M }}_{\odot }$ (29%), who summarized much of the early work on this important binary. Our new masses are larger than but consistent with those of Coppenbarger et al. (1994), who found ${{ \mathcal M }}_{{\rm{A}}}=0.179\pm 0.047\,{{ \mathcal M }}_{\odot }$ (26%) and ${{ \mathcal M }}_{{\rm{B}}}\ =0.083\pm 0.023\,{{ \mathcal M }}_{\odot }$ (28%).

5.3. GJ 469 AB

GJ 469 AB astrometric measurements came from FGS 3 and FGS 1r, and RVs came from the CE. Modeling was identical to that used for GJ 831 AB, although the astrometric reference frame included only three stars. Hence, we included a Hipparcos parallax (van Leeuwen et al. 2007) as a prior.

The FGS measurements have improved our knowledge of GJ 469 AB's absolute parallax by a factor of 8–13 compared to YPC and Hipparcos. Table 9 contains the system's orbital parameters and formal (1σ) uncertainties, with the largest error, 0.3%, in the semimajor axis. Figure 9, left, illustrates component A and B orbits, with effectively complete coverage of the orbit for the TRANS observations. The POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots. Figure 9, right, shows the RV measurements, residuals, and velocity curves predicted from the simultaneous solution. We obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.332\pm 0.007{{ \mathcal M }}_{\odot }$ (2.4% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.188\pm 0.004\,{{ \mathcal M }}_{\odot }$ (2.7%) listed in Table 10. These are the first mass determinations for this system.

Figure 9.

Figure 9. Left: GJ 469 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations, POS and TRANS and A and B component radial velocities, were used to derive the orbital elements listed in Table 9. POS and TRANS astrometric residuals (average absolute values listed in Table 6) are smaller than the symbols. Right: RV measurements from the present study using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RVs. The error bars are 1σ. The dashed lines are velocities predicted from the orbital parameters derived in the combined solution. Middle and top panels: Component B and A RV residuals (average absolute values listed in Table 4) from the combined solution.

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5.4. GJ 623 AB

Our modeling of the challenging GJ 623 AB system included three sources of astrometry and two sources of RVs. With ΔV = 5.3, GJ 623 AB is an extremely difficult system for HST TRANS-mode observations; our campaign yielded only two usable measurements. Fortunately, in addition to the HST POS and TRANS astrometric observations, there are six aperture masking observations from Martinache et al. (2007) and a single HST/FOS observation (Barbieri et al. 1996) available that were included in our modeling. Figure 10, left, illustrates the orbital phase coverage contributions of the three astrometric sources. The inclusion of ground-based relative orbit observations greatly increased the number of measurements of position angle and separation and the time span over which to establish orbital elements. Treating GJ 623 AB as a single-lined spectroscopic binary, we obtained from the CE and from the HET (Endl et al. 2006) velocities for component A at most orbital phases, as shown in the right panel of Figure 10. In addition to including velocities only for component A, we modeled GJ 623 AB (and five reference stars, all observed at each of the 13 POS mode epochs of observation) with six plate coefficients, replacing −B with D and A with E in Equation (6), thereby allowing unequal scales along each axis. The addition of two additional coefficients reduced the ratio of χ2 to degrees of freedom by 47%, to near unity.

Figure 10.

Figure 10. Left: GJ 623 A (dots) POS orbit predicted positions and component B (+) TRANS, FOC (*) (Barbieri et al. 1996), and (×) aperture masking (Martinache et al. 2007) orbit predicted positions. All observations, POS, TRANS, FOC, aperture masking, and component-A radial velocities, were used to derive the orbital elements listed in Table 9. POS, TRANS, FOC, and aperture masking astrometric residuals (rms for which are listed in Table 6) are smaller than the symbols. Right: component-A RV measurements from the present study using CE on the McDonald 2.1 m and the Tull Spectrograph on HET, phased to the orbital period determined from a combined solution including astrometry and RVs. The dashed lines are velocities predicted from the orbital parameters derived in the combined solution. Top panel: component-A RV residuals (average absolute values, CE and HET, listed in Table 4) from the combined solution. We plot 1σ error bars in this case on the residuals. They are smaller than the points in the lower panel.

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We have improved our knowledge of the parallax of GJ 623 AB by a factor of four compared to Hipparcos, and by over a factor of 10 compared to the YPC. Table 9 contains the GJ 623 AB orbital parameters with formal (1σ) uncertainties, with the semimajor axis now known to 0.6%. We obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.379\pm 0.007\,{{ \mathcal M }}_{\odot }$ (1.8% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.114\pm 0.002\,{{ \mathcal M }}_{\odot }$ (1.8%). We have improved upon the previous results of Martinache et al. (2007), who found ${{ \mathcal M }}_{{\rm{A}}}=0.371\pm 0.015\,{{ \mathcal M }}_{\odot }$ (4.0%) and ${{ \mathcal M }}_{{\rm{B}}}=0.115\ \pm 0.002\,{{ \mathcal M }}_{\odot }$ (1.7%), and the first masses measured by McCarthy & Henry (1987), ${{ \mathcal M }}_{{\rm{A}}}=0.51\pm 0.16{{ \mathcal M }}_{\odot }$ (31%) and ${{ \mathcal M }}_{{\rm{B}}}=0.11\pm 0.029{{ \mathcal M }}_{\odot }$ (26%), which provided a breakthrough in infrared speckle imaging sensitivity at the time.

5.5. GJ 748 AB

The binary GJ 748 AB was the first system with a relative orbit determined using the HST FGSs Franz et al. (1998). The system was subsequently analyzed for mass determinations in Benedict et al. (2001), and we revisit GJ 748 AB here for several reasons. We have an additional TRANS observation obtained with FGS 1r to add to the previous observations secured with FGS 3, extending our coverage by 12 years. This reduces the uncertainty in the orbital period modestly, from 0.5 to 0.3 day. The OFAD has improved from that applied in 2000, and we now use all reference-star POS measurements; the previous study discarded any reference star not observed at each epoch, while the present analysis averages four reference stars per epoch. The primary RV source remains Benedict et al. (2001), although we add a single new epoch. Finally, we now apply our quasi-Bayesian modeling technique to these data.

We have improved our knowledge of the parallax by a factor of 8–10 compared to YPC and Hipparcos. We note that the revised proper motion now agrees more closely with Hipparcos. Table 9 contains the GJ 748 AB orbital parameters with formal (1σ) uncertainties, and we find that the parameters are consistent with the orbit in Benedict et al. (2001), as expected. Figure 11, left, provides the component A and B orbits, in which the POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots. Figure 11, right, contains all RV measurements, RV residuals, and velocity curves predicted from the simultaneous solution. We obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.369\pm 0.005\,{{ \mathcal M }}_{\odot }$ (1.3% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.190\pm 0.003\,{{ \mathcal M }}_{\odot }$ (1.6%). The previous result (Benedict et al. 2001) had slightly higher masses and similar errors: ${{ \mathcal M }}_{{\rm{A}}}=0.379\pm 0.005\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{B}}}=0.192\pm 0.003\,{{ \mathcal M }}_{\odot }$.

Figure 11.

Figure 11. Left: GJ 748 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations, POS and TRANS and A and B component radial velocities, were used to derive the orbital elements listed in Table 9. POS and TRANS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than the symbols. Right: RV measurements from the present study using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RVs. The error bars are 1σ. The dashed lines are velocities predicted from the orbital parameters derived in the combined solution. Middle and top panels: component B and A RV residuals (average absolute values for which are listed in Table 4) from the combined solution. The four component-B velocities with errors larger than 0.5 km s−1 come from Marcy & Benitz (1989).

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5.6. GJ 791.2 AB

We also reanalyze GJ 791.2 AB, previously investigated in Benedict et al. (2000). Our motivations, similar to those for GJ 748 AB, now include a set of Hα RVs for both components. With system total magnitude V = 13.06 and ΔV = 3.27, detecting both components of GJ 791.2 AB in both the RV data and with HST/FGS is difficult. In addition, GJ 791.2 AB is a rapid rotator (Delfosse et al. 1998), further hindering RV efforts. However, both components exhibit strong Hα emission, permitting RV determination for each component, although with less precision (0.7 km s−1) than for our other systems with RVs (typically 0.3 km s−1). We also now have two additional TRANS observations and an additional epoch of POS measurements. All but the last set of POS astrometric measurements came from FGS 3; the last is from FGS 1r. Modeling is exactly as for GJ 831 AB.

This reanalysis has improved our knowledge of the parallax of GJ 791.2 AB by 30% compared to our previous effort, and by a factor of 10 versus the YPC. The new analysis, incorporating priors rather than relying on a correction to absolute derived from a Galactic model, has increased the accuracy of the parallax. Table 9 contains the GJ 791.2 AB orbital parameters with formal (1σ) uncertainties with an error of 0.5% in the semimajor axis, which is 5 mas smaller than in Benedict et al. (2000). The derived orbital period is unchanged. Figure 12, left, provides the component A and B orbits, in which the POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots. Figure 12, right, contains all Hα RV measurements, RV residuals, and velocity curves predicted from the simultaneous solution. We obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.237\pm 0.004\,{{ \mathcal M }}_{\odot }$ (1.7% error) and ${{ \mathcal M }}_{{\rm{B}}}\ =0.114\pm 0.002\,{{ \mathcal M }}_{\odot }$ (1.8%). The previous analysis (Benedict et al. 2000) yielded significantly higher masses, ${{ \mathcal M }}_{{\rm{A}}}=0.286\ \pm 0.006\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{B}}}=0.126\pm 0.003\,{{ \mathcal M }}_{\odot }$, which placed both components far from other stars in the MLR. The new masses, due to a smaller orbital semimajor axis, bring the components of GJ 791.2 closer to the MLR defined by the ensemble of system components (Section 8, below).

Figure 12.

Figure 12. Left: GJ 791.2 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations, POS and TRANS and A and B component radial velocities (from Hα emission lines only), were used to derive the orbital elements listed in Table 9. POS and TRANS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than the symbols. Right: RV measurements of the Hα emission lines from the present study using CE on the McDonald 2.1 m, phased to the orbital period determined from a combined solution including astrometry and RVs. The error bars are 1σ. The dashed lines are velocities predicted from the orbital parameters derived in the combined solution. Middle and top panels: component B and A RV residuals (average absolute values for which are listed in Table 4) from the combined solution. Note that the less massive component B has stronger Hα emission, resulting in slightly smaller RV residuals for B (0.66 km s−1) than for component A (0.70 km s−1).

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5.7. GJ 1005 AB

We have chosen to reanalyze these data, originally collected and analyzed by Hershey & Taff (1998), with the hope that our Bayesian approach might offer some small improvement. Hershey & Taff (1998) obtained component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.179\pm 0.003\,{{ \mathcal M }}_{\odot }$ and ${{ \mathcal M }}_{{\rm{B}}}=0.112\pm 0.002\,{{ \mathcal M }}_{\odot }$, a precision difficult to improve upon.

We have no RVs for this system, nor for any of the remaining systems discussed below. All HST astrometric observations, POS and TRANS, were made using FGS 3. The parallactic ellipse is well sampled, as is the component A–B separation with 17 TRANS observations. The component-A orbit is somewhat less well sampled, but better than, for example, GJ 22 AC. The major difference in modeling, compared to GJ 831 AB, involves the number of plate coefficients. The reference frame consists of only two stars. Consequently, we replace the coefficients A and B in Equations (5) and (6) with cos(A) and sin(A), where A is a rotation angle. In essence we assume the scale given by our improved OFAD, just as done by Hershey & Taff (1998) with an older OFAD. The average absolute-value residuals for the POS and TRANS observations of GJ 1005 AB given in Table 6 are ∼1 mas, indicating adequate astrometry even with only three coefficients.

Our parallax agrees almost perfectly with the Hershey & Taff (1998) value, but our approach has improved the precision by a factor of four and represents a vast improvement by factors of ∼20–30 over the YPC and Hipparcos values. Table 9 contains the GJ 1005 AB orbital parameters with formal (1σ) uncertainties, with both a and P now known to 0.2%. Figure 13 provides component A and B orbits with the observed positions indicated. The POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots and circles in Figure 13. We obtain masses of ${{ \mathcal M }}_{{\rm{A}}}=0.179\pm 0.002\,{{ \mathcal M }}_{\odot }$ (1.1% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.112\pm 0.001\,{{ \mathcal M }}_{\odot }$ (0.9%), values that are virtually identical to and with errors slightly smaller than reported in Hershey & Taff (1998).

Figure 13.

Figure 13. GJ 1005 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations were used to derive the orbital elements listed in Table 9. Component B TRANS and component A POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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5.8. GJ 1245 AC

The GJ 1245 system is a triple, consisting of components A, B, and C, with three components near the end of the stellar main sequence. Our modeling of GJ 1245 AC included six HST POS and 10 TRANS astrometric measurements from FGS 3 and FGS 1r and two observations from WFPC2 (Schultz et al. 1998). The POS-mode epochs of observations included seven reference stars and were secured at one-year intervals, again very poorly sampling the parallactic ellipse and sampling less than half the component-A orbit (Figure 14). Consequently, we included a YPC parallax as a prior. Note that the parallax error (0.5 mas, Table 7) is larger than for a typical HST parallax, due to the less-than-ideal sampling. Even though all epochs sampled almost exactly the same part of the parallactic ellipse, they serve to scale the size of that ellipse well enough to provide a parallax whose error does not adversely affect the determination of the final masses. In our final solution, we obtain a parallax error that is half as large as the YPC parallax used as a prior.

Figure 14.

Figure 14. GJ 1245 A (dots), POS orbit predicted positions; WFPC2 (*) and component C (open circles) TRANS orbit predicted positions. All observations were used to derive the orbital elements listed in Table 9. Component-C TRANS and component-A POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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The 10 TRANS-mode data points sample three-quarters of the relative orbit and nicely map the component A–C separations and position angles over time, as shown in Figure 14. The POS-mode component-A residuals and the TRANS residuals (component A–C separations) are all smaller than the dots and circles. We obtain masses of ${{ \mathcal M }}_{{\rm{A}}}=0.111\pm 0.001\,{{ \mathcal M }}_{\odot }$ (0.9% error) and ${{ \mathcal M }}_{{\rm{C}}}=0.076\pm 0.001\,{{ \mathcal M }}_{\odot }$ (1.3%). These masses are consistent with the first detailed study of the system by McCarthy et al. (1988), who found ${{ \mathcal M }}_{{\rm{A}}}=0.14\pm 0.03\,{{ \mathcal M }}_{\odot }$ (21%) and ${{ \mathcal M }}_{{\rm{C}}}=0.10\pm 0.02\,{{ \mathcal M }}_{\odot }$ (20%).

These are among the best red dwarf masses yet determined, which is important because component C has the lowest mass of any object in this study. Its mass corresponds to $79.8\ \pm 1.0\,{{ \mathcal M }}_{\mathrm{Jup}}$, placing it at the generally accepted main-sequence hydrogen-burning demarcation boundary of $\sim 80\,{{ \mathcal M }}_{\mathrm{Jup}}$ (Dieterich et al. 2014 and references therein). In addition, Kepler has collected extensive photometric data. Astrometry carried out with these data (Lurie et al. 2015) is consistent with our GJ 1245 AC orbit and may have detected AC–B motion.

5.9. G 250-029 AB

All astrometric measurements came from HST/FGS 3 and FGS 1r. The eight POS measurements contain only three reference stars but sample the parallactic ellipse better than for GJ 1245 AC, although not well enough to preclude the introduction of a lower-precision parallax prior from Hipparcos as a prior. Fourteen TRANS observations of the component A–B separations sample nearly the entire orbit (Figure 15).

Figure 15.

Figure 15. G 250-029 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations were used to derive the orbital elements listed in Table 9. Component-B TRANS and component-A POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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Our parallax agrees with the Hipparcos value but has reduced the error by a factor of eight, and it represents a factor of 16 improvement over the value in YPC. Figure 15 provides component A and B orbits with the observed positions indicated. Again, the POS-mode component-A residuals and the TRANS residuals (component A–B separations) are all smaller than the dots and circles in the figure. We obtain masses of ${{ \mathcal M }}_{{\rm{A}}}=0.350\pm 0.005\,{{ \mathcal M }}_{\odot }$ (1.7% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.187\pm 0.004\,{{ \mathcal M }}_{\odot }$ (2.2%). These are the first mass determinations for this system.

5.10. GJ 1081 AB

Our modeling of GJ 1081 AB included only HST POS and TRANS astrometric observations made using FGS 1r. The five epochs of POS-mode observations had six reference stars and were secured at one-year intervals, very poorly sampling the parallactic ellipse. Hence, we included a parallax from the YPC as a prior. The POS observations sparsely sample the perturbation of the primary, while the 11 TRANS observations nicely map the entire relative orbit (Figure 16).

Figure 16.

Figure 16. GJ 1081 A (dots) POS orbit predicted positions and component B (open circles) TRANS orbit predicted positions. All observations were used to derive the orbital elements listed in Table 9. Component-B TRANS and component-A POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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Our parallax agrees with the YPC value, but our precision has reduced the parallax error of GJ 1081 AB by a factor of four. Figure 16 provides component A and B orbits with the observed positions indicated, where the POS and TRANS residuals are smaller than the dots and circles in the figure. Because of the high orbital inclination and paucity of POS observations, we obtain relatively poor mass precision for this system. We find component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.325\pm 0.010\,{{ \mathcal M }}_{\odot }$ (3.2% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.205\pm 0.007\,{{ \mathcal M }}_{\odot }$ (3.4%). These are the first mass determinations for this system.

5.11. GJ 54 AB

GJ 54 AB has the shortest orbital period in our sample, with a period of 1.15 year. Our modeling of GJ 54 AB included HST POS (with three reference stars) and TRANS from FGS 1r and one NICMOS astrometric measurement (Golimowski et al. 2004). Again, the timing of the six epochs of POS-mode observations sparsely sampled the parallactic ellipse, so we included a Hipparcos parallax prior. The eight TRANS observations sample the entire relative orbit (Figure 17), and the NICMOS measurement falls squarely between the two TRANS observations on the orbit, although it occurs nearly two years before the first FGS 1r observation.

Figure 17.

Figure 17. GJ 54 A (dots) POS orbit predicted positions and component B (+) TRANS orbit predicted positions. The solution included one HST NICMOS observation (×). All observations were used to derive the orbital elements listed in Table 9. Component-B (TRANS and NICMOS) and component-A POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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Our derived parallax is larger than the Hipparcos value and has an error six times smaller. Hipparcos likely struggled to measure an accurate value because the orbital period is so close to the 1.00 year periodicity of the tracing of the parallax ellipse; without knowledge of the resolved positions of the two stars in the binary, an accurate parallax determination is a challenge. Figure 17 provides the component A and B orbits with the observed positions indicated. The model yields component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.432\pm 0.008\,{{ \mathcal M }}_{\odot }$ (2.0% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.301\pm 0.006\,{{ \mathcal M }}_{\odot }$ (2.0%). These are the first mass determinations for this system.

5.12. G 193-027 AB

Our modeling of G 193-027 AB included HST POS and TRANS from FGS 1r, one AO observation (Beuzit et al. 2004), and one NICMOS astrometric measurement (Golimowski et al. 2004). The POS-mode observations included five reference stars, and most of the six epochs were secured at one-year intervals, very poorly sampling the parallactic ellipse. Hence, we initially included a parallax from Khrutskaya et al. (2010) as a prior, although that parallax had no correction from relative to absolute parallax. Ultimately, the χ2 markedly decreased when we removed that low-precision and perhaps inaccurate prior.

Because of the typical large component separation (100–170 mas) and small ΔV = 0.30, the POS observations half the time locked on component B instead of component A. We modified our model to deal with this complication by constraining the parallax of component A to equal the parallax of B and by solving for two POS-mode orbits. In Figure 18 we plot observation-set numbers on the component-A orbit that should have been established for the six sets of POS measurements; the POS observations sparsely sample the perturbation of the primary because they locked on component B for sets 2, 3, and 4. The relatively large parallax error of 1.4 mas (Table 7) reflects the paucity of POS-mode observations.

Figure 18.

Figure 18. G 193-027 A (numbers) POS orbit predicted positions and component B TRANS (+), AO (×), and NICMOS (*) orbit predicted positions. POS, which normally provides astrometry for component A, locked onto component B for sets 2, 3, and 4. All observations were used to derive the orbital elements listed in Table 9. Component B (TRANS, AO, and NICMOS) and component A and B POS astrometric residuals (average absolute values for which are listed in Table 6) are smaller than their symbols.

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Table 9 contains the G 193-027 AB orbital parameters from a model not including the Khrutskaya et al. (2010) parallax prior. Figure 18 provides component A and B orbits with the observed positions indicated. Because we had relatively few component-A POS observations, we obtain somewhat poorer mass precision for this system, finding ${{ \mathcal M }}_{{\rm{A}}}=0.126\pm 0.005\,{{ \mathcal M }}_{\odot }$ (4.0% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.124\pm 0.005\,{{ \mathcal M }}_{\odot }$ (4.0%), with the errors driven almost entirely by the parallax error. The two components are of nearly equal mass, consistent with their low ${\rm{\Delta }}V$. These are the first mass determinations for this system.

5.13. GJ 65 AB

The 10 HST TRANS-only observations were made using FGS 3, covering only 18° of orbital position angle during 1.1 year. Seven POS-mode observations exist for component A (shown as dots in Figure 19), but the reference frame consisted of a single star at each epoch, and not always the same single star. Consequently, we model only the relative orbit. We included a large sample of valuable visual, photographic, and CCD observations of separation and position angle (Geyer et al. 1988) for our analysis of GJ 65 AB. These low-precision (relative to HST) measurements came primarily from the USNO 61 in reflector and span 48 years. Even though of lower precision, they are extremely useful for this system, which has an orbital period of 26.5 years, the longest among the 15 systems we observed with HST/FGS. Also useful for extending the orbit sampling are five VLT/NACO (Kervella et al. 2016) measures and one HST/WFPC2 (Dieterich et al. 2012) measure of position angle and separation.

Figure 19.

Figure 19. GJ 65 component-B orbit predicted (open circles) and measured positions (identified in the legend) with sizes proportional to the average measurement error. All A–B position angle and separation observations (sources identified in Table 8) were used to derive the orbital elements listed in Table 9. No POS-mode observations entered into the modeling, due to a paucity of reference stars.

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Modeling only relative position angle and separation measurements yields a, P, T0, e, i, Ω, and ωB. Figure 19 provides the component-AB relative orbit with the observed positions indicated. The USNO residuals are obviously not smaller than the circles in the figure. The average absolute-value residual for the HST TRANS observations is $\langle | \mathrm{res}| \rangle =3.5$ mas, considerably smaller than the corresponding 81 mas value for the USNO and 9.6 mas for the VLT/NACO measurements. By adopting a mass fraction (f = 0.494 ± 0.004, Geyer et al. 1988) and absolute parallax (πabs = 373.7 ± 2.7 mas) from the YPC, we obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.120\pm 0.003\,{{ \mathcal M }}_{\odot }$ (2.5% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.117\pm 0.003\,{{ \mathcal M }}_{\odot }$ (2.5%), agreeing with the recent Kervella et al. (2016) values of ${{ \mathcal M }}_{{\rm{A}}}=0.123\pm 0.004\,{{ \mathcal M }}_{\odot }$ (3.5% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.120\pm 0.004\,{{ \mathcal M }}_{\odot }$ (3.6%).

5.14. GJ 473 AB

The sky within the FGS FOV near GJ 473 AB contains no usable POS-mode reference stars. Hence, as with GJ 65 AB, we again model only the relative orbit with astrometry, using several sources: HST (TRANS-only) from FGS 3 and FGS 1r, a single HST FOS measurement (Schultz et al. 1998), and optical (Blazit et al. 1987; Balega et al. 1994; Horch et al. 2012) and near-infrared speckle (Henry et al. 1992 and Torres et al. 1999) observations. These lower-precision (relative to HST) measurements are extremely useful for this long-period (15.8 year) system.

Figure 20 provides the component-AB relative orbit with the observed positions indicated. The speckle residuals are generally not smaller than the circles in the figure. The mean absolute-value residual for the HST TRANS observations is 2.5 mas, considerably smaller than the corresponding 17 mas value for the speckle measurements. By adopting a mass fraction of f =0.477 ± 0.008 from Torres et al. (1999) and an absolute parallax of πabs = 235.5 ± 2.9 mas from the RECONS astrometry program at the CTIO/SMARTS 0.9 m (Henry et al. 2006), we obtain component masses of ${{ \mathcal M }}_{{\rm{A}}}=0.124\pm 0.005{{ \mathcal M }}_{\odot }$ (4.0% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.113\pm 0.005\,{{ \mathcal M }}_{\odot }$ (4.1%). The relatively large mass errors are driven almost entirely by the parallax error. These masses are somewhat lower than those reported by Torres et al. (1999), ${{ \mathcal M }}_{{\rm{A}}}=0.143\pm 0.011\,{{ \mathcal M }}_{\odot }$ (7.7% error) and ${{ \mathcal M }}_{{\rm{B}}}=0.131\pm 0.010\,{{ \mathcal M }}_{\odot }$ (7.6%), who used 56 astrometry observations taken between 1938 and 1998; however, only four high-quality FGS observations were available then, compared to the 11 FGS observations used here.

Figure 20.

Figure 20. GJ 473 AB relative orbit. Calculated positions are plotted on the orbit as open circles. Measurements from TRANS (+), speckle (×), and HST FOS (*) illustrate the residuals. All observations were used to derive the orbital elements listed in Table 9. No POS-mode observations entered into the modeling.

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6. ABSOLUTE MAGNITUDES

The orbital elements summarized for the 15 systems in Table 9 are used to derive the component masses given in Table 10. To place these stars on an empirical MLR, we also require the component absolute magnitudes. For the MLR at optical wavelengths, we use V photometry from Weis (1984, 1996) and the RECONS program at the CTIO/SMARTS 0.9 m (see Winters et al. 2015). For ΔV, we use values in our earlier work (Henry et al. 1999) as well as results from the FGS observations presented here to derive component magnitudes. The Δm measurements from the FGS TRANS observations using F583W have been transformed to ΔV, as described in Henry et al. (1999).

At infrared wavelengths, we use 2MASS Ks photometry (Skrutskie et al. 2006) for the combined light of all 15 systems in Table 10. The ΔK values have been adopted from infrared speckle measurements previously reported in Henry & McCarthy (1993), HST/NICMOS measurements reported in Dieterich et al. (2012), and new Gemini-N observations using the Near InfraRed Imager with the ALTAIR facility level adaptive optics system (S. Dieterich, 2015, in preparation). We have not made any transformations between the infrared K-band filters given that the ΔK measurement errors tend to be larger than the slight adjustments due to differences in the various K filters.

Using our parallaxes in Table 7 and the ΔV and ΔK values, we find the component absolute magnitudes presented in Table 10. For these very nearby systems, we have assumed no absorption (AV = 0). Parallaxes of this precision do not require correction for Lutz–Kelker–Hanson bias (Lutz & Kelker 1973; Hanson 1979) in the derived absolute magnitudes.

7. ADDITIONAL LOW-MASS BINARY SYSTEMS

To boost the number of stars used in the MLRs at both optical and infrared wavelengths, we augment our sample of 15 binaries with red dwarfs in nine additional systems having high-quality mass, MV, and MK measurements. In Table 11, we list their parallaxes, V- and K-band absolute magnitudes, and masses computed by other investigators. Ground-based astrometry has been used for all systems, except the eclipsing binaries GJ 278 CD (YY Gem), GJ 630.1 AB (CM Dra), GJ 2069 AC (CU Cnc), and GU Boo. A few systems are particularly worthy of note:

Table 11.  Other Mass Determinations

ID SpT πabs [mas] refa MV MK refa ${{ \mathcal M }}_{\odot }$ refa
GJ 166 C M4.0V 200.7 ± 0.2 H12 12.68 ± 0.03 7.45 ± 0.03 H12 0.177 ± 0.029 H99
GJ 278 C M1  V 66.9 0.6 T02 9.01 0.33 5.32 0.01 T10 0.599 0.005 T02
GJ 278 D 9.01 0.33 5.32 0.01 0.599 0.005
GJ 570 B M1.5V 169.8 0.9 F99 9.45 0.05 5.40 0.03 D00 0.586 0.007 F99
GJ 570 C 11.09 0.17 6.58 0.04 F99 0.390 0.005
GJ 630.1 A M5  V 69.2 2.5 YPC 12.72 0.02 7.64 0.03 M09 0.231 0.001 M09
GJ 630.1 B 12.86 0.03 7.78 0.03 0.214 0.001
GJ 747 A M3  V 120.2 0.2 S00 12.30 0.06 7.53 0.04 D00 0.214 0.001 S00
GJ 747 B 12.52 0.06 7.63 0.04 0.200 0.001
GJ 860 A M3.0V 249.5 3.0 H99 11.78 0.01 7.03 0.04 H99 0.268 0.020 T06
GJ 860 B M4.0V 13.39 0.01 8.40 0.07 0.172 0.008 H99
GJ 2005 B M8.5V 128.49 1.50 C05, * 19.24 0.07 10.48 0.05 L00 0.079 0.020
GJ 2005 C M9.0V 19.63 0.08 10.83 0.05 0.079 0.020
GJ 2069 A M3.5V 64.80 1.43 * 11.49 0.02 6.29 0.03 R03 0.433 0.002 R03
GJ 2069 C 11.76 0.03 6.55 0.03 0.398 0.001
GU Boo A M0  V 7.5 1.0 L05 8.60 0.17 5.29 0.15 L05 0.616 0.006 L05
GU Boo B M1.5V 8.89 0.18 5.42 0.15 0.600 0.006

Note.

aSources: *—this paper, C05—Costa et al. (2005), D00—Delfosse et al. (2000), D15—S. Dieterich (2015, in preparation), F99—Forveille et al. (1999), H12—Holberg et al. (2012), H99—Henry et al. (1999), L00—Leinert et al. (2000), L05—López-Morales & Ribas (2005), M09—Morales et al. (2009), P97—Perryman et al. (1997), R03—Ribas (2003), S00—Ségransan et al. (2000), S08—Seifahrt et al. (2008), T02—Torres & Ribas (2002), T06—Tamazian et al. (2006), YPC—van Altena et al. (1995).

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GJ 166C is a tertiary in the 40 Eri system in a ∼250 year orbit with the white dwarf GJ 166B. Hence, the mass error of 0.029 ${{ \mathcal M }}_{\odot }$ is the largest for any star in the sample.

GJ 2005 ABC is an important triple with components near the end of the stellar main sequence. Only a small portion of the A–BC orbit has been observed, so the resulting mass determinations for A are not of sufficiently high quality to be included in this paper; here we concentrate on the BC pair. The three stars have combined V = 15.28 ± 0.02 from our CTIO/SMARTS 0.9 m photometry, and individual ABC magnitudes of V = 15.35 ±0.04, 18.68 ± 0.06, and 19.07 ± 0.07 from Leinert et al. (2000). In the infrared, K = 8.24 ± 0.03 for ABC from 2MASS. Using ΔKAB = 1.20 ± 0.03 and ΔKAC = 1.55 ± 0.09 from Leinert et al. (1994), the components have individual magnitudes of KA = 8.73 ± 0.03, KB = 9.93 ± 0.04, and KC = 10.28 ± 0.04. The weighted mean parallax of 128.49 ± 1.50 mas is from the RECONS astrometry program at the CTIO/SMARTS 1.5 m (129.47 ± 2.48 mas, Costa et al. 2005) and a new value from the CTIO/SMARTS 0.9 m program (127.93 ± 1.88 mas). We adopt the BC orbit and fractional mass (0.48 ± 0.01) from Köhler et al. (2012), with the new parallax to obtain masses of MB = 0.079 ±0.003 ${{ \mathcal M }}_{\odot }$ and Mc = 0.073 ± 0.003 ${{ \mathcal M }}_{\odot }$.

GJ 2069 AC is an eclipsing binary that is part of the quintuple red dwarf system known as CU Cnc (components A, C, and E) and CV Cnc (components B and D). There was no parallax in YPC, and the various parallaxes derived using Hipparcos data are of poor quality, with values of 78.05 ± 5.69 (original reduction), 85.16 ± 6.42 mas (Pourbaix et al. 2003), and 90.37 ± 8.22 mas (van Leeuwen et al. 2007). The first parallax value was used by Delfosse et al. (1999), which led them to conclude that the eclipsing components were subluminous. Here we provide a much better value of 64.80 ± 1.43 mas from the RECONS astrometry program at the CTIO/SMARTS 0.9 m that utilizes 11 years of astrometry data. This represents the weighted mean of values determined for ACE (63.59 ± 1.92 mas) and BD (66.32 ± 2.15 mas); the system is observed as two sources at the resolution of the 0.9 m. With this parallax, the components of the eclipsing pair AC now fall closer to other stars in the MLR, particularly in the band.

8. THE MLR

We plot all 47 stars with their masses, ${ \mathcal M }$, and absolute magnitudes, MV, from Tables 10 and 11 on the V- and K-band MLR shown in Figures 21 and 22. For the MLR at K, only the GJ 54 AB system is missing, lacking individual MK values. The object identifications in bold denote new or improved absolute magnitudes and masses derived for this paper using the HST/FGS and RV data presented here. The primaries are plotted in blue; the secondaries are in red.

Figure 21.

Figure 21. V-band MLR. The dashed line is a double exponential function fit (Equation (10)) to masses and MV. Primaries are in blue; secondaries are in red. MV and ${ \mathcal M }$ residuals show differences between observed values and a fit to Equation (10) using GaussFit. We list fit coefficients and MV, ${ \mathcal M }$ residual rms in Table 12. Errors for MV and mass are plotted on their respective residual points. Points are GJ numbers without the GJ prefix, except for GU Boo (GUB), G250-029 (G250), and G193-027 (G193). Boldface denotes new or improved masses and absolute magnitudes from this work.

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Figure 22.

Figure 22. K-band MLR. The dashed line is a double exponential function fit (Equation (10)) to masses and MK. Primaries are in blue; secondaries are in red. MK and ${ \mathcal M }$ residuals show differences between observed values and a fit to Equation (10) using GaussFit. We list fit coefficients and MK, ${ \mathcal M }$ residual rms in Table 12. Errors for MV and mass are plotted on their respective residual points. Note the marked decrease in residual size. Same point labeling as Figure 21. GJ 54, lacking K-band photometry, is not included.

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With the caveat that we are mixing stars of various ages, metallicities, and magnetic properties, we fit the V and K mass–absolute magnitude distribution with a double exponent (with offset) to provide an empirical MLR for the full range of M dwarf masses from 0.6 ${{ \mathcal M }}_{\odot }$ to the end of the stellar main sequence at 0.08 ${{ \mathcal M }}_{\odot }$. The form of the fitted equation is

Equation (10)

where the coefficients are in Table 12.

Table 12.  MLR Fits and Residualsa

Param MV MK
y0 −2.59 −11.41
A1 4.77 1.64
τ1 0.03 0.05
A2 16.98 19.81
τ2 1.38 3.10
x0 0.076 0.076
rmsb M 0.19 0.09
rmsb ${{ \mathcal M }}_{\odot }$ 0.023 0.014
χ2 1331 384
dofc 42 40

Notes.

aParameters in the Equation (10) double exponential. brms of absolute magnitude, M, and mass, ${ \mathcal M }$, residuals. cdof: degrees of freedom for each fit.

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This function serves as a smoothing tool. We chose the double exponent because it yielded a lower χ2 and smaller rms residuals than, for example, a single exponential with offset (χ2 10 times larger, rms residuals four times larger). Because both absolute magnitudes and masses have errors, we fit Equation (10) to the points using GaussFit (Jefferys et al. 1988), a modeling tool that fairly assesses errors in both variable sets. The top panels of Figures 21 and 22 display residuals to the fit for both absolute magnitude (MV and MK) and mass. The rms values are 0.19 mag in MV and 0.023 ${{ \mathcal M }}_{\odot }$ in mass. The rms values to the fit are 0.09 mag in MK and 0.014 ${{ \mathcal M }}_{\odot }$ in mass for the MLR at K. The coefficients for the MLR at K are also given in Table 12, along with the rms values for both MLRs.

Rather than knowing the mass of an object and needing to derive its luminosity, astronomers more typically want to estimate a mass from an absolute magnitude. Therefore, in the two panels of Figure 23 we plot mass against MV and MK and provide a method to estimate a mass given an absolute magnitude in a fundamental band at either optical or near-infrared wavelengths. Fit with fifth-order polynomials with magnitude offsets, x0, we obtain expressions that can be used to estimate masses, ${ \mathcal M }$, as functions of MV or MK (for MV ≤ 19, MK ≤ 10):

Equation (11)

where V can be replaced with K. Table 13 contains coefficient and offset values for the MV and MK relations. As examples, a measured MV = 14 would yield ${ \mathcal M }=0.15\pm 0.03\,{{ \mathcal M }}_{\odot }$, while MK = 9 would yield ${ \mathcal M }=0.12\pm 0.02\,{{ \mathcal M }}_{\odot }$, where the errors are simply the rms scatter about the polynomial fits.

Figure 23.

Figure 23. V- and K-band luminosity–mass relations. The dashed lines are fifth-order polynomial function fits (Equation (11)) to masses and absolute magnitudes. Primaries are in blue; secondaries are in red. Residuals are tagged with mass errors from Tables 10 and 11. We list fit coefficients in Table 13. The relations lose predictive utility for MV > 19 and MK > 10.

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Table 13.  Polynomial Fits for Mass as a Function of Absolute Magnitudea

Param MV MK
C0 0.19226 ± 0.000424 0.2311 ± 0.0004
C1 −0.050737 0.000582 −0.1352 0.0007
C2 0.010137 0.00021 0.0400 0.0005
C3 −0.00075399 4.57e−05 0.0038 0.0002
C4 −1.9858e-05 1.09e−05 −0.0032 0.0001
x0 13.0 7.5

Note.

aParameters in the Equation (11) polynomial.

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In Figure 24 we compare the V- and K-band MLRs with recent models from Baraffe et al. (2015) and Dotter (2016). Note that the models agree with the K-band MLR better than with the V-band MLR. Thus, the K-band fluxes are modeled better than the V-band fluxes, which show twice the residual offsets to the Equation (10) fits. These results confirm and extend the results of Henry & McCarthy (1993) and Delfosse et al. (2000). We shall return to the larger V-band scatter in Section 9. These MLRs are the most robust ever established for M dwarfs, yet they could be improved with additional mass measurements around ∼0.5 ${{ \mathcal M }}_{\odot }$, ∼0.3 ${{ \mathcal M }}_{\odot }$, and below ∼0.1 ${{ \mathcal M }}_{\odot }$.

Figure 24.

Figure 24. V- and K-band mass–luminosity relations from Baraffe et al. (2015) and Dotter (2016) along with actual measured absolute magnitudes and masses. Primaries are in blue; secondaries are in red. Models agree in some mass ranges better than in others, with K-band models having the overall best agreement.

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9. DISCUSSION

Why is the scatter in the V-band MLR twice that of the corresponding K-band MLR? To reiterate, age, chemical composition, and magnetic properties can all affect the luminosities and temperatures of stars, as well as rotation, mixing length, and other properties. Here we address the first three properties.

Age attributes are particularly complicated because the MLR at low masses is a mapping that is complicated by both relative age and absolute age. Regarding relative age, once formed, M stars descend slowly to the main sequence along a nearly vertical Hayashi track (Palla 2012), so young stars have higher luminosities than stars on the main sequence. In fact, because, in the age of the universe, none of the low-mass stars investigated here have left the main sequence through evolution, the 24 systems in this sample are a heterogeneous mix of stars with ages potentially spanning ∼10 Gyr, although for a roughly uniform star-formation rate, only a few percent might lie above the main sequence. Determining the age of an M dwarf is notoriously difficult and usually based on circumstantial evidence such as X-ray emission and flare rates, unless it is associated with a more massive star of known age (e.g., Mamajek et al. 2013) or a particular cluster or moving group (e.g., Riedel et al. 2011). As for absolute age, an M star's luminosity is affected by its composition (metallicity), which is a function of birth date within the Galaxy. More metal-rich M dwarfs, generally formed later in the history of the Galaxy, can appear fainter due to line blocking. Absolute ages might be established through gyrochronology; see, for example, Cargile et al. (2014) and Meibom et al. (2015). A more rapidly rotating M dwarf would presumably be younger than one rotating more slowly, although a reliable relation for M dwarfs remains elusive.

Chemical composition (metallicity) is, in principle, a more directly measurable quantity than age. In the past, accurate M dwarf metallicities were difficult to quantify. Relative metallicities could be inferred from single project efforts (Bean 2007; Jenkins et al. 2009) despite their lack of agreement, and such comparisons clearly indicated that some stars possess fewer metals than others. For M dwarfs observed at optical wavelengths, the CaH bands are typically used, although these features are confounded by the interplay of effects due to both metallicity and gravity (Jao et al. 2008). There has been considerable work on M dwarf metallicities in recent years (Önehag et al. 2012; Rojas-Ayala et al. 2012; Terrien et al. 2012; Mann et al. 2014, 2015; Neves et al. 2014; Lindgren & Heiter 2015; Newton et al. 2015). While there are subtle effects that remain challenging (including the effect of low log g for young M dwarfs that have not yet contracted to their main-sequence radii), the broad consistency in most of this work suggests that accurate metallicities (perhaps at least as accurate as ±0.1 dex) are no longer out of reach.

Magnetic properties are generally explored via measurements of chromospheric activity (flaring, X-ray emission, spots) and are correlated with rapid rotation (Wright et al. 2011; Stelzer et al. 2013), attributes that are all typically seen in young M dwarfs. Photometric studies of M dwarfs at various timescales have shown that these small stars exhibit wide ranges in variability. For periods of minutes to hours, some stars flare often (Kowalski et al. 2013), while others are quiescent for long periods of time (Jao et al. 2011). Spots on the surfaces of M dwarfs reveal the presence of magnetic fields and can be used to measure rotation periods of days to months (Benedict et al. 1998; Irwin et al. 2011). Recent work has shown that, like the Sun, M dwarfs also undergo long-period photometric changes lasting several years, presumably connected to magnetic cycles in the stars (Hosey et al. 2015). Variations in magnitude could change a derived absolute magnitude, adding scatter to the MLR.

The formal errors in Table 10 effectively eliminate mass and absolute-magnitude errors as explanations for the offsets of most of the stars in the MLRs, although errors in luminosity may be invoked for GU Boo A and B, as well as errors in mass for GJ 166 C and GJ 860 A. Some combination of the three factors outlined above can explain the remaining scatter we see in Figures 21 and 22. Table 14 collects the presently available metallicity, rotation velocity, radius, and X-ray emission information for the systems considered in this paper. Here we attempt to explain a few of the significant departures in the V- and K-band MLR using these data.

Table 14.  Factors Potentially Influencing Deviations from MLR

ID [Fe/H] V sin i R/R log(LX/Lbol) Refsa
    (km s−1)      
GJ 1005 AB −0.47 <3 0.23 −4.97 G14, S13, F13
GJ 22 AC −0.28 0.47 NC15, R12, P01
GJ 54 AB 0.37 −4.78 G14, S13
GJ 65 A −0.42 32 0.165 K12, G05, J09, K16
GJ 65 B 30 0.159 G05, J09, K16
GJ 1081 AB 0.4 G14
GJ 234 AB 0.18 6 0.26 −3.65 NC15, G05, P01, S13
G 250-029 AB 0.35 G14
G 193-027 AB −0.46 4.7 −3.67 R12, J09, S13
GJ 469 AB 0.14 0.38 G14, P01
GJ 473 AB 0.10 −3.27 NC15, S13
GJ 623 AB −0.24 1 0.42 −4.97 NB14, G05, P01, S13
GJ 748 AB −0.04 4.6 0.40 J09, P01
GJ 1245 AC −0.04 22.5 −3.30 NC15, J09, S13
GJ 791.2 AB 0.07 32 −3.1 NC15, J09, S13
GJ 831 AB 0.3 10 0.3 −3.52 T15, G05, P01, S13
GJ 166 C −0.17 5 −3.36 NC15, J09, W11
GJ 278 C 0.1 36.4 0.62 F13, T10, P01
GJ 278 D 0.1 37.8 0.62 F13, T10
GU Boo A 65 0.627 T10
GU Boo B 58 0.624 T10
GJ 570 BC 0.1b 2.9 0.59 −5.40 E13, J09, P01, S13
GJ 630.1 A −0.53 9.5 0.253 NC15, T10
GJ 630.1 B 10 0.24 T10
GJ 747 AB −0.19 0.31 −4.34 NC15, G14, S13
GJ 860 A −0.04 <3 NC15, J09
GJ 860 B 0.03 4.7 0.32 −4.33 NB14, J09, G14, W11
GJ 2005 ABC 9 J09
GJ 2069 ACE 0.19 6.5 0.29 T15, J09, G14

Note.

aF13—Feiden & Chaboyer (2013), G05—Glebocki & Gnacinski (2005), I11—Irwin et al. (2011), J09—Jenkins et al. (2009), NB14—Neves et al. (2014), NC15—Newton et al. (2015), P01—Pasinetti Fracassini et al. (2001), R12—Rojas-Ayala et al. (2012), E13—Eiroa et al. (2013), S13—Stelzer et al. (2013), W11—Wright et al. (2011), T15—Terrien et al. (2015), G14—Gaidos et al. (2014), K12—Koleva & Vazdekis (2012), K16—Kervella et al. (2016). bAssumes same [Fe/H] as GJ 570 A, a K5V star.

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The components of GJ 1005 are elevated above the MLR at V. The [Fe/H] = −0.47 value for this system is among the lowest in the sample, as are the rotation velocity and X-ray flux. This system is likely older than most others in the sample, but absorption that affects the V band is muted in K, so the components fall on the infrared MLR.

Similar to GJ 1005, both components of G 193-027 are elevated above the MLR at V. The [Fe/H] = −0.46 value is virtually identical to GJ 1005, although G 193-027's rotation velocity and X-ray luminosity fall in the middle of the sample distribution. We suspect that this is a mildly metal-poor system, again causing it to be elevated in the MLR at V but not at K.

Both components of GJ 791.2 lie below the MLRs. The stars exhibit rapid rotation and relatively large X-ray emission compared to the other stars in the sample, which suggest relative youth. This, in turn, suggests that they are metal-rich and consequently have lower than expected luminosities.

Both components of GJ 831 lie below the MLR at V, yet fall squarely on the MLR at K. This is the most metal-rich [Fe/H] = +0.3 measurement available for the 24 systems, which may reduce the flux at V but not at K and lead to the seemingly discordant locations on the two MLRs.

The GJ 1245 ABC triple is in the original Kepler FOV, and both the AC and B components have been found to rotate rapidly and exhibit significant X-ray emission (Lurie et al. 2015). X-ray emission is an age proxy. Youth can be correlated with metallicity, which can affect absolute magnitude. In contrast to GJ 791.2, the puzzle is that neither A nor C strays far from the MLR at V or K. We note that at the very lowest masses in the MLRs presented there are very few points with empirically determined masses to constrain the fits.

Two remaining systems worthy of note are GJ 747 and G 250-029. All four components in these systems are elevated in the MLR at V. There is nothing unusual about the available data for GJ 747, while G 250-029 lacks (Table 14) any additional knowledge to which we might appeal for explanation.

The eclipsing system GJ 2069 yielded (Ribas 2003) an extremely high mass precision, but the absolute magnitudes would place these components about 0.5 mag below the MLR smoothing functions in MV. The system has one of the highest metallicities in Table 14, perhaps partially explaining this deviation. Given that the Figure 21 smoothing fits depend on the measured mass and luminosity errors, we chose to exclude this system from the V-band fitting.

Turning the question about scatter in the MLRs around, one might ask why both components of the GJ 65 system, which have high rotational v sin i, perhaps indicative of youth (and presumably higher metallicity), are not farther from other objects with similar masses on any MLR? Clearly, work remains to be done to understand the complex interplay of the effects that set locations on the MLRs.

Ultimately, the predictive utility of an MLR depends on the scatter about any smoothing function. In the absence of physically based corrections to absolute magnitude, even the lower-scatter K-band MLR (Figure 22) exhibits deviations about the smoothing function that at some mass levels exceeds 15%. For example, at MK = 7.8 the scatter is ±0.035 ${{ \mathcal M }}_{\odot }$, or 18% at the corresponding mass location of ${ \mathcal M }=0.2\,{{ \mathcal M }}_{\odot }$. This particular mass region, exhibiting the highest scatter, may signal the onset of full convection (see Houdebine & Mullan 2015).

Finally, Figure 25 presents an MK versus $(V-K)$ HR diagram for all systems with ΔK measurements (Table 10) and masses determined using FGS data. We derive absolute magnitudes using our relatively precise HST parallaxes (Table 7). Also plotted are stellar models for 0.1 and 10 Gy from Baraffe et al. (2015) and the single M dwarfs Proxima Centauri and Barnard's star, using HST parallaxes from Benedict et al. (1999) to derive absolute magnitudes. As expected, the presumably co-eval components in systems usually lie close to the same age track. We note that the components of GJ 791.2 lie close to the Baraffe et al. (2015) 0.1 Gyr model, supporting a young age. Note also that GJ 1245 A and C lie close to the 10 Gyr model trace, even though their rapid rotation and X-ray flux (Table 14) suggest youth. Late-type stars like GJ 1245 AC can remain active on a timescale of ∼8 Gyr (see West et al. 2008), so it is perhaps not surprising that the stars might be quite old but still active. Apparently, this particular bandpass HR diagram is not an infallible indicator of youth, nor are the adopted markers for youth foolproof.

Figure 25.

Figure 25. MK (VK)0 Hertzsprung–Russell diagram for all systems with K magnitudes (Tables 10, 11). We derive absolute magnitudes from HST parallaxes (Table 7). Also plotted are stellar models for 0.1 and 10 Gy from Baraffe et al. (2015) and the single M dwarfs Proxima Cen and Barnard's star. The box contains a clump consisting of GJ 234 A, G 250-029 B, GJ 748 B, GJ 469 B, GJ 1081 B, GJ 791.2 A, and GJ 1005 A. An age spread can explain some of the scatter. As expected, most components lie close to the same age track.

Standard image High-resolution image

10. CONCLUSIONS

  • 1.  
    With HST FGS we obtained fringe tracking (POS) observations with either FGS 3 or FGS 1r of 13 low-mass binary systems, each with 6–16 epochs of observations typically spanning 5 years. These yielded absolute parallaxes with an external error better than 1% and proper motions with average errors of 0.3 mas yr−1 in R.A. and decl.
  • 2.  
    Fringe tracking (POS) observations of the primary, including photocenter corrections where required, provide a perturbation orbit.
  • 3.  
    Fringe scans (TRANS) combined with POS observations provide a mass fraction relative to an astrometric reference frame. TRANS observations also provide ΔV measurements (Henry et al. 1999). For two systems we acquired only TRANS measurements, requiring external determinations of the mass fractions.
  • 4.  
    RVs, primarily from the McDonald Observatory 2.1 m telescope and Cassegrain Echelle spectrograph, were combined with astrometry for seven systems, increasing the accuracy of their final mass results.
  • 5.  
    We derive 30 component masses in 15 binary red dwarf systems with a median precision 1.8% and an average precision of 2.1%. These are the first mass determinations for 12 stars in six systems. These masses are augmented with additional red dwarfs with high-quality masses in nine additional systems.
  • 6.  
    We provide system magnitudes at UBVRIJHK and component magnitude differences, ΔV and ΔK, many reported for the first time here. New trigonometric parallaxes from both HST and the RECONS astrometry program at CTIO, as well as literature values, are used with the photometry to obtain accurate component MV and MK values.
  • 7.  
    This study provides high-quality data for 47 red dwarfs with masses between $0.616\,{{ \mathcal M }}_{\odot }$ and $0.076\,{{ \mathcal M }}_{\odot }$, MV = 8.68–19.63, and MK = 5.29–10.27. Many of the secondaries lie below $0.2\,{{ \mathcal M }}_{\odot }$, the crucial region where age begins to play a significant role in the luminosities of stars. With these data, we establish MLRs in both the optical V and near-infrared K bands.
  • 8.  
    The V and K MLRs are fit with double exponentials to provide empirical conversions of masses to absolute magnitudes, and vice versa. We find that the K-band MLR exhibits a scatter in mass half that of the corresponding V-band relation.
  • 9.  
    The predictive capability of even the smaller-scatter K-band MLR appears to be limited by age, composition, and magnetic differences between low-mass stars. At MK = 7.8 the scatter is $0.035\,{{ \mathcal M }}_{\odot }$, or 18% at the corresponding mass location of ${ \mathcal M }=0.2\,{{ \mathcal M }}_{\odot }$.
  • 10.  
    Future work will disentangle the effects of age, metallicity, and magnetic properties on luminosity and enable us to construct MLRs that consider additional factors that affect low-mass stars.

Support for this work was provided by NASA through grants GTO NAG5-1603, GO-6036, 6047, 6566, 6764, 6882, 6883, 6884, 7491, 7493, 7894, 8292, 8728, 8729, 8774, 9234, 9408, 9972, 10104, 10613, 10773, 10929, 11299, and 12629 from the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS5-26555. The RECONS program has been supported by the National Science Foundation through grants AST 05-07711, AST 09-08402, and AST 14-12026.

This publication makes use of data products from the Two Micron All Sky Survey, which is a joint project of the University of Massachusetts and the Infrared Processing and Analysis Center/California Institute of Technology, funded by NASA and the NSF. This research has made use of the SIMBAD and Vizier databases and Aladin, operated at CDS, Strasbourg, France, the NASA/IPAC Extragalactic Database (NED) which is operated by JPL, California Institute of Technology, under contract with the NASA, and NASA's Astrophysics Data System Abstract Service.

We thank Linda Abramowicz-Reed for her unflagging and expert FGS instrumental support over the last 25 years. Cassegrain Echelle (CE) Spectrograph observing and data-reduction assistants included J. Crawford, Aubra Anthony, Iskra Strateva, Tim Talley, Amber Armstrong, Robert Hollingsworth, and Jacob Bean. We thank Dave Doss, John Booth, and many other support personnel at McDonald Observatory for their cheerful assistance over many years, as well as the staff at CTIO for their continued support of the CTIO/SMARTS 0.9 m, where the RECONS astrometry/photometry program is carried out. Finally, thanks to Dr. Michael Endl for the use of additional unpublished HET radial velocities for GJ 623 A, and to R. Andrew Sevrinsky for the improved parallax for GJ 473 AB.

Lastly, we thank an anonymous referee for their prompt attention to this paper, and for the many suggestions that materially improved the final version.

Footnotes

  • Based on observations made with the NASA/ESA Hubble Space Telescope, obtained at the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS5-26555.

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10.3847/0004-6256/152/5/141