Resolved Young Binary Systems and Their Disks

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Published 2019 February 20 © 2019. The American Astronomical Society. All rights reserved.
, , Citation Rachel L. Akeson et al 2019 ApJ 872 158 DOI 10.3847/1538-4357/aaff6a

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0004-637X/872/2/158

Abstract

We have conducted a survey of young single and multiple systems in the Taurus–Auriga star-forming region with the Atacama Large Millimeter Array (ALMA), substantially improving both the spatial resolution and sensitivity with which individual protoplanetary disks in these systems have been observed. These ALMA observations can resolve binary separations as small as 25–30 au and have an average 3σ detection level of 0.35 mJy, equivalent to a disk mass of 4 × 10−5 M for an M3 star. Our sample was constructed from stars that have an infrared excess and/or signs of accretion and have been classified as Class II. For the binary and higher-order multiple systems observed, we detect λ = 1.3 mm continuum emission from one or more stars in all of our target systems. Combined with previous surveys of Taurus, our 21 new detections increase the fraction of millimeter-detected disks to over 75% in all categories of stars (singles, primaries, and companions) earlier than spectral type M6 in the Class II sample. Given the wealth of other information available for these stars, this has allowed us to study the impact of multiplicity with a much larger sample. While millimeter flux and disk mass are related to stellar mass as seen in previous studies, we find that both primary and secondary stars in binary systems with separations of 30–4200 au have lower values of millimeter flux as a function of stellar mass than single stars. We also find that for these systems, the circumstellar disk around the primary star does not dominate the total disk mass in the system and contains on average 62% of the total mass.

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1. Introduction

The formation, evolution, and dissipation of circumstellar disks are key components in understanding the formation of stellar and planetary systems but, despite years of study, some puzzling questions about circumstellar disks remain. One of the chief questions is why stars of similar ages, in the same star-forming region, can have very different disk properties. Millimeter interferometry has been crucial in confirming the paradigm of a Keplerian rotating disk of gas and dust that funnels material onto the central star, and millimeter continuum flux is the most sensitive probe of cold dust in the outer disk (see, e.g., Williams & Cieza 2011). Here we present results from an Atacama Large Millimeter Array (ALMA) survey, taking advantage of the unprecedented combination of high sensitivity and angular resolution to explore two of the factors affecting these disks: the influence of stellar mass, and that of stellar companions.

Previous work has demonstrated that, at a given stellar mass, the mass of the circumstellar disk ranges over more than an order of magnitude in Taurus (Andrews et al. 2013), but many non-detections remain at the same flux level as the lower-flux detections. At lower stellar masses in particular (later than M3), the sample is dominated by non-detections and while these are consistent with the Ldisk ∼ M1.5–2.0 fit of Andrews et al. (2013; see also Pascucci et al. 2016), our ALMA Cycle 0 observations of wide binaries in Taurus (Akeson & Jensen 2014, hereinafter Paper I) revealed several disks at flux levels below the sensitivity of pre-ALMA surveys.

Early studies of the impact of multiplicity generally did not resolve the individual disks, but did show a decrease in flux for binaries with separations of a few to ∼100 au (Osterloh & Beckwith 1995; Jensen et al. 1996). Initial interferometric observations to resolve the separate circumprimary and circumsecondary disks detected the primary disk, but only rarely detected the secondary disk and were limited to small (<5) sample sizes (Jensen & Akeson 2003; Patience et al. 2008). Only the advent of high-resolution and high-sensitivity millimeter surveys provided sufficient samples to detect more individual components. In the Taurus star-forming region, two recent studies have concentrated on disks in multiple systems. Harris et al. (2012) used the Submillimeter Array to observe 23 multiple systems in Taurus. They found a lower detection rate for stars in multiple systems (28%–37%) as compared to single stars (62%) and a correlation of larger binary separation with higher flux. In Paper I, we described an ALMA survey of 17 Class II binaries in Taurus which detected 10 secondary disks and found that within binary systems the primary/secondary stellar mass ratio is not correlated with the primary/secondary flux or disk mass ratio.

Despite the significant amount of previous work on this issue, some questions remain open. In particular, the sensitivity level of pre-ALMA surveys was often insufficient to detect disks around lower-mass stars, given the well-known correlation between stellar mass and millimeter flux (e.g., Andrews et al. 2013). As a result, these surveys were less sensitive to secondary stars in binaries (by definition of lower stellar mass than their primary counterparts), and they were often quite incomplete for the low-mass tail of the single-star population as well, leading to biases when comparing single stars to secondaries. Thus, in designing this ALMA study to probe both the influence of stellar mass and of companions on circumstellar disks, we specifically included both undetected single stars and all previously unresolved multiple systems where the component separations were resolvable in a snapshot survey at moderate (i.e., ∼0farcs2) resolution. When combined with previous detections from the literature and Paper I, we compiled a significant sample of primary and secondary components to compare to their single-star counterparts.

Our ALMA observations are described in Section 2, and the results of our survey, including calculation of the circumstellar disk mass, in Section 3. The definition of a carefully selected sample for statistical analysis is given in Section 4, along with the comparison of disk properties between single and binary stars. Our conclusions are given in Section 5.

2. Observations

2.1. Sample

We selected targets from a single star-forming region, Taurus (distance ∼140 pc), so that effects such as age and cluster environment were kept constant as much as possible. Taurus is ideal in having a significant population of young stellar objects that have evolved into the disk-only state (with no remaining envelope) and in being very well studied, containing both a well-known set of single stars with disks and a significant population of binaries where both stellar components have been characterized in the optical or near-infrared. We started with the list of Taurus objects from Luhman et al. (2010) and selected those with Class II spectral energy distributions (SEDs), which resulted in 211 stars in 166 systems. Twelve of these stars are spectroscopic binaries. Some of the multiple star systems were classified using separate SEDs, but most of the binary star systems are unresolved in the mid-infrared and were classified as a pair. We then eliminated all single and close (<0farcs18 or 25 au) multiple sources that had been previously detected at millimeter wavelengths, as well as multiple systems where all resolvable (i.e., separations >0farcs18) components have been detected (Harris et al. 2012; Andrews et al. 2013; Paper I). We also removed sources with scheduled observations in ALMA Cycle 1. The remaining list included 69 single and multiple systems with 94 resolvable disks, including one G star, seven K stars, and the rest M stars.

2.2. ALMA Data Reduction

To construct the observing groups for ALMA, the sample was divided into close multiple systems (separations <1''), and singles and wide multiples, to allow for different spatial resolution observations. Within these groups, the sample was split to follow the ALMA guidelines on maximum angular separation from the gain calibrator. These divisions resulted in five source groupings; four of these were observed in Cycle 2, and one of the four was re-observed in Cycle 3. Table 1 lists the basic information for these observation sets. One source group was never observed. The data obtained included observations of 45 systems, with a total of 65 stars.

Table 1.  Observation Log

Project Code Observation Date Antennas Beam (arcsecond)
2013.1.00105.S 2015 May 3a 36 1.7 × 0.9
2013.1.00105.S 2015 May 3 36 0.18 × 0.16
2013.1.00105.S 2015 Sept 18 34 0.24 × 0.13
2013.1.00105.S 2015 Sept 19 36 0.22 × 0.14
2015.1.00392.S 2016 July 1b 41 0.75 × 0.42

Notes.

aHigh rms; data not used. bRepeat of first 2015 May 3 data set; used in analysis here.

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We selected Band 6 (1.3 mm) for these ALMA observations. Three of the correlator sections were set for continuum emission sensitivity, with the fourth set to the transition for CO(2–1) at 230.5 GHz. The total continuum bandwidth was 7.5 GHz. For the data sets from 2015, we used the calibration provided by ALMA and created images using the CASA package (McMullin et al. 2007). For sources with sufficient continuum flux, we also performed self-calibration. The data taken in 2016 July did not pass the internal quality assessment at ALMA, so we processed the raw data using the pipeline scripts in CASA. Based on the gain calibration and measured fluxes for sources with previous measurements, we deemed the data usable and they are included in the analysis below.

For each target, the CASA routine clean was used to produce an image. As the source positions are known a priori, detections were defined as a >3σ peak at the known location. The flux uncertainty was measured as the rms in the cleaned portion of the image without known sources. The peak flux was measured as the highest flux within the detection, while the integrated flux was measured using the routine imfit and fitting a two-dimensional Gaussian.

3. Results

3.1. Continuum Emission

Table 2 lists all sources observed at ALMA with the detected Band 6 (1.3 mm; 230 GHz) peak flux and observed rms or 3σ limit. For all detected sources, the integrated flux, the beam size and orientation, and the center of the emission are listed. An integrated flux is not listed if the source was reported as unresolved by imfit. The results from imfit are also used for the reported positions of the detections and to derive the measured component separations given in Table 3. These observations resulted in 21 new detections: six single stars, four primary stars, and 11 companion stars.

Table 2.  ALMA Observation Results

2MASS Designation Source Name 1.3 mm Peak 1.3 mm Int. Beam PA R.A. σR.A. Decl. σDecl. Deconvolved Deconvolved
    Flux (mJy) Flux (mJy) (arcsec) (deg) J2000 (arcsec) J2000 (arcsec) Maj. Axis Min. Axis
                    (mas) (mas)
J04144928+2812305 FO Tau A 3.07 ± 0.12 3.00 ± 0.30 0.21 × 0.14 18.9 04:14:49.297 0.005 28:12:30.122 0.006 161 ± 36 126 ± 37
J04144928+2812305 FO Tau B 2.94 ± 0.12 3.00 ± 0.30 0.21 × 0.14 18.9 04:14:49.288 0.006 28:12:30.086 0.007 ... ...
J04183158+2816585 CZ Tau A <0.36 ... ... ... ... ... ... ...
J04183158+2816585 CZ Tau B 0.60 ± 0.12 0.62 ± 0.12 0.22 × 0.14 19.3 04:18:31.621 0.018 28:16:58.173 0.016 ... ...
J04214323+1934133 IRAS 04187+1927 4.24 ± 0.10 3.72 ± 0.17 0.73 × 0.42 51.0 04:21:43.243 0.040 19:34:13.116 0.040 ... ...
J04220217+2657304 FS Tau A 1.90 ± 0.14 2.27 ± 0.14 0.21 × 0.14 21.3 04:22:02.194 0.006 26:57:30.368 0.005 ... ...
J04220217+2657304 FS Tau B <0.41 ... ... ... ... ... ... ...
J04263055+2443558 ... <0.30 ... ... ... ... ... ... ...
J04295950+2433078 ... 3.10 ± 0.09 2.87 ± 0.15 0.87 × 0.43 48.8 04:29:59.513 0.040 24:33:07.285 0.040 758 ± 20 422 ± 8
J04300399+1813493 UX Tau A 11.50 ± 0.50 79.00 ± 2.00 0.18 × 0.16 −174.5 ... ... ... ... 470 ± 25 320 ± 25
J04300399+1813493 UX Tau Ba <0.37 ... ... ... ... ... ... ...
J04300399+1813493 UX Tau Bb <0.37 ... ... ... ... ... ... ...
J04300399+1813493 UX Tau C <0.37 ... ... ... ... ... ... ...
J04302961+2426450 FX Tau A 5.60 ± 0.12 7.84 ± 0.33 0.20 × 0.14 24.7 04:30:29.659 0.003 24:26:44.740 0.003 ... ...
J04302961+2426450 FX Tau B <0.37 ... ... ... ... ... ... ...
J04305137+2442222 ZZ Tau AB 0.59 ± 0.10 0.42 ± 0.13 0.80 × 0.42 48.6 04:30:51.389 0.040 24:42:21.864 0.040 ... ...
J04314007+1813571 XZ Tau A 7.30 ± 0.18 7.37 ± 0.46 0.18 × 0.16 −175.5 04:31:40.097 0.003 18:13:56.640 0.004 93 ± 22 51 ± 39
J04314007+1813571 XZ Tau B 8.70 ± 0.18 8.92 ± 0.52 0.18 × 0.16 −175.5 04:31:40.082 0.003 18:13:56.805 0.004 138 ± 17 70 ± 23
J04315779+1821380 V710 Tau A 53.00 ± 0.20 66.00 ± 0.56 0.73 × 0.41 53.5 04:31:57.805 0.003 18:21:37.616 0.003 373 ± 12 489 ± 2
J04315779+1821380 V710 Tau B <0.61 ... ... ... ... ... ... ...
J04315968+1821305 LkHa 267 <0.30 ... ... ... ... ... ... ...
J04321606+1812464 BHS98 MHO 5 <0.31 ... ... ... ... ... ... ...
J04322415+2251083 ... <0.30 ... ... ... ... ... ... ...
J04323028+1731303 GG Tau Aa 8.70 ± 0.74 7.05 ± 1.60 0.18 × 0.16 −173.8 04:32:30.364 0.009 17:31:40.175 0.008 ... ...
J04323028+1731303 GG Tau Ab <2.22 ... ... ... ... ... ... ...
J04323028+1731303 GG Tau Ba <2.40 ... ... ... ... ... ... ...
J04323028+1731303 GG Tau Bb <2.40 ... ... ... ... ... ... ...
J04330622+2409339 GH Tau A 3.60 ± 0.11 3.91 ± 0.20 0.20 × 0.14 24.9 04:33:06.218 0.003 24:09:33.640 0.003 ... ...
J04330622+2409339 GH Tau B 2.60 ± 0.11 2.89 ± 0.20 0.20 × 0.14 24.9 04:33:06.239 0.004 24:09:33.576 0.003 ... ...
J04330664+2409549 V807 Tau A 8.10 ± 0.11 8.94 ± 0.26 0.20 × 0.14 24.4 04:33:06.646 0.003 24:09:54.737 0.003 ... ...
J04330664+2409549 V807 Tau Bab <0.33 ... ... ... ... ... ... ...
J04330945+2246487 ... <0.28 ... ... ... ... ... ... ...
J04333678+2609492 IS Tau A 1.50 ± 0.12 1.15 ± 0.12 0.20 × 0.14 24.4 04:33:36.804 0.007 26:09:48.777 0.008 ... ...
J04333678+2609492 IS Tau B 1.20 ± 0.12 1.05 ± 0.12 0.20 × 0.14 24.4 04:33:36.816 0.009 26:09:48.663 0.011 ... ...
J04333935+1751523 HN Tau A 7.10 ± 0.10 15.70 ± 1.90 0.72 × 0.41 53.6 04:33:39.376 0.033 17:51:51.974 0.042 1390 ± 120 350 ± 140
J04333935+1751523 HN Tau B 0.57 ± 0.10 0.54 ± 0.10 0.72 × 0.41 53.6 04:33:39.231 1.048 17:51:49.716 1.382 ... ...
J04355684+2254360 Haro 6–28 A 4.90 ± 0.10 5.14 ± 0.20 0.19 × 0.16 −178.4 04:35:56.865 0.003 22:54:35.805 0.003 91 ± 14 50 ± 42
J04355684+2254360 Haro 6–28 B 1.05 ± 0.10 0.78 ± 0.15 0.19 × 0.16 −178.4 04:35:56.822 0.006 22:54:35.539 0.009 ... ...
J04361030+2159364 ... <0.31 ... ... ... ... ... ... ...
J04362151+2351165 ... 0.15 ± 0.10 1.45 ± 0.19 0.79 × 0.42 48.9 04:36:21.508 0.040 23:51:16.300 0.040 ... ...
J04391741+2247533 VY Tau A 1.28 ± 0.10 1.95 ± 0.27 0.19 × 0.16 3.4 04:39:17.429 0.008 22:47:53.044 0.010 177 ± 45 96 ± 70
J04391741+2247533 VY Tau B <0.31 ... ... ... ... ... ... ...
J04392090+2545021 GN Tau A 0.62 ± 0.11 0.47 ± 0.11 0.20 × 0.15 −179.0 04:39:20.912 0.013 25:45:01.820 0.013 ... ...
J04392090+2545021 GN Tau B 0.64 ± 0.11 0.59 ± 0.11 0.20 × 0.15 −179.0 04:39:20.938 0.012 25:45:01.525 0.010 ... ...
J04404950+2551191 JH 223 A 1.10 ± 0.12 1.68 ± 0.30 0.24 × 0.13 34.9 04:40:49.516 0.011 25:51:18.662 0.011 172 ± 52 52 ± 62
J04404950+2551191 JH 223 B 0.77 ± 0.12 0.76 ± 0.20 0.24 × 0.13 34.9 04:40:49.466 0.009 25:51:20.695 0.018 ... ...
J04410826+2556074 ITG 33A 1.90 ± 0.11 4.10 ± 0.38 0.24 × 0.13 34.8 04:41:08.271 0.005 25:56:07.033 0.010 279 ± 36 141 ± 32
J04411078+2555116 ITG 34 0.84 ± 0.11 0.70 ± 0.11 0.24 × 0.13 34.8 04:41:10.794 0.010 25:55:11.228 0.010 ... ...
J04412464+2543530 ITG 40 0.85 ± 0.11 1.00 ± 0.12 0.24 × 0.13 34.8 04:41:24.661 0.016 25:43:52.608 0.009 ... ...
J04414489+2301513 ... <0.38 ... ... ... ... ... ... ...
J04420777+2523118 V955 Tau A 1.80 ± 0.11 2.16 ± 0.24 0.21 × 0.16 −174.5 04:42:07.787 0.005 25:23:11.580 0.007 105 ± 41 97 ± 80
J04420777+2523118 V955 Tau B 0.86 ± 0.11 0.86 ± 0.21 0.21 × 0.16 −174.5 04:42:07.770 0.009 25:23:11.201 0.014 105 ± 71 25 ± 84
J04423769+2515374 DP Tau A 2.10 ± 0.11 2.10 ± 0.35 0.21 × 0.17 −40.0 04:42:37.696 0.012 25:15:36.924 0.009 246 ± 40 102 ± 66
J04423769+2515374 DP Tau B 1.50 ± 0.11 1.50 ± 0.20 0.21 × 0.17 −40.0 04:42:37.693 0.041 25:15:37.124 0.029 ... ...
J04432023+2940060 ... <0.38 ... ... ... ... ... ... ...
J04465897+1702381 Haro 6–37 A 0.80 ± 0.33 2.10 ± 0.90 0.18 × 0.16 9.8 04:46:58.975 0.022 17:02:37.631 0.020 143 ± 64 86 ± 95
J04465897+1702381 Haro 6–37 B <0.97 ... ... ... ... ... ... ...
J04465897+1702381 Haro 6–37 C 13.40 ± 0.33 38.50 ± 1.90 0.18 × 0.16 9.8 04:46:59.090 0.005 17:02:39.713 0.005 357 ± 16 289 ± 14
J04554535+3019389 ... <0.39 ... ... ... ... ... ... ...
J04554801+3028050 ... <0.35 ... ... ... ... ... ... ...
J04554969+3019400 ... <0.35 ... ... ... ... ... ... ...
J04560118+3026348 XEST 26–071 <0.35 ... ... ... ... ... ... ...
J05052286+2531312 CIDA 9 A 7.20 ± 0.14 33.80 ± 0.80 0.25 × 0.16 44.0 ... ... ... ... 380 ± 25 300 ± 25
J05052286+2531312 CIDA 9 B <0.41 ... ... ... ... ... ... ...
J05062332+2432199 CIDA 11 <0.36 ... ... ... ... ... ... ...

Note. The deconvolved sizes given for UX Tau A and CIDA 9 A correspond to the major and minor axis of the peak flux, which is a ring in both cases.

A machine-readable version of the table is available.

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Table 3.  Measured Component Separations

Name ALMA Separation ALMA PA Lit. Separation Lit. PA Reference
  (arcsec) (deg) (arcsec) (deg)
FO Tau AB 0.124 ± 0.012 253.2 ± 3.7 0.150 ± 0.007 193.7 ± 1.0 White & Ghez (2001)
XZ Tau AB 0.271 ± 0.006 307.4 ± 0.9 0.300 ± 0.006 324.5 ± 1.0 White & Ghez (2001)
GH Tau AB 0.287 ± 0.007 103.0 ± 1.0 0.305 ± 0.006 114.8 ± 1.1 White & Ghez (2001)
IS Tau AB 0.195 ± 0.017 125.9 ± 3.5 0.222 ± 0.004 95.4 ± 1.4 White & Ghez (2001)
HN Tau AB 3.061 ± 1.735 222.5 ± 23.2 3.142 ± 0.001 219.7 ± 0.5 Correia et al. (2006)
Haro 6–28 AB 0.651 ± 0.012 245.8 ± 0.6 0.647 ± 0.012 245.2 ± 1.0 White & Ghez (2001)
GN Tau AB 0.450 ± 0.024 130.9 ± 2.1 0.335 ± 0.006 124.1 ± 1.0 White & Ghez (2001)
JH 223 AB 2.145 ± 0.026 341.4 ± 0.6 2.060 ± 0.100 342.3 ± 2.8 Kraus & Hillenbrand (2007)
V955 Tau AB 0.447 ± 0.019 212.1 ± 1.8 0.323 ± 0.008 204.0 ± 1.2 White & Ghez (2001)
DP Tau AB 0.207 ± 0.052 345.7 ± 8.6 0.107 ± 0.001 293.3 ± 0.3 Kraus et al. (2011)
Haro 6–37 AC 2.660 ± 0.031 38.5 ± 0.5 2.650 ± 0.080 38.9 ± 0.2 Schaefer et al. (2014)

A machine-readable version of the table is available.

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Figure 1 plots the continuum emission for the multiple systems where the emission is unresolved or well fit by a Gaussian. In every multiple system observed, we detected continuum emission from at least one disk. The positions of the components are marked in the case of non-detections. In some cases, older catalog coordinates were used to set the ALMA pointing, resulting in the offsets seen in Figure 1. We have confirmed that our detected positions correspond to the expected stellar positions, and the differences due to orbital motion are discussed below. Figure 2 plots the continuum emission from all detected single stars.

Figure 1.

Figure 1. 230 GHz continuum images for all multiple systems in which the individual components are unresolved or Gaussian. Note that the spatial scale varies depending on the beam size and component separation. Contours start at 3σ, as reported in Table 2, and increase by 50% in each step.

Standard image High-resolution image
Figure 2.

Figure 2. 230 GHz continuum images for detected single stars. Contours start at 3σ and increase by 50% in each step.

Standard image High-resolution image

For three of the sources, our high angular resolution observations trace structure in the disk. Figure 3 shows the well-studied circumbinary ring of GG Tau. Note that we can localize the central emission to arise from a circumstellar disk around GG Tau Aa. UX Tau A was identified as a pre-transition disk by Espaillat et al. (2007) using Spitzer data, and our ALMA data show a strong clearing in the inner disk (Figure 4). From the mid-infrared spectra, CIDA 9 was not identified as a transition disk by Furlan et al. (2011), but the ALMA data show a ring-like structure with an emission deficit in the center (Figure 5).

Figure 3.

Figure 3. 230 GHz continuum image for GG Tau. The units for the color scale are Jy × beam−1. Contours start at 3σ and increase by 50% in each step.

Standard image High-resolution image
Figure 4.

Figure 4. Bottom and upper left panels: 230 GHz continuum image for UX Tau. The units for the color scale are Jy × beam−1. Contours start at 3σ and increase by 50% in each step. Upper right panel: the CO (2–1) map integrated over all velocities (moment 0) for the UX Tau inset panel. The units for the color scale are Jy × beam−1 × km × s−1.

Standard image High-resolution image
Figure 5.

Figure 5. Top: 230 GHz continuum image for CIDA 9. The units for the color scale are Jy × beam−1. Contours start at 3σ and increase by 50% in each step. Bottom: the CO (2–1) integrated velocity (moment 0) map for CIDA 9. The units for the color scale are Jy × beam−1 × km × s−1.

Standard image High-resolution image

For 11 of the binary or multiple star systems, we detected emission from two components in the system and thus were able to measure projected separations and position angles, shown in Table 3. Although our positions measure the centroid of the millimeter-wavelength emission rather than the stellar position, comparison of our measured positions with those from Gaia DR2 (Gaia Collaboration et al. 2018) typically agree to within a few tens of milliarcseconds, comparable to the ALMA astrometric uncertainty for our data, indicating that our measured positions trace the stellar positions very well and that the millimeter emission is not substantially asymmetric or offset from the stars at our resolution. As such, we can compare our measured separations and position angles with those in the literature from earlier epochs. The four widest sources, HN Tau AB, JH 223 AB, Haro 6–28 AB, and Haro 6–37 AC, all have position angles and projected separations that agree with previous observations (Table 3). In contrast, all of the sources with projected separations of 0farcs5 or less (∼70 au at an assumed distance of 140 pc) show detectable orbital motion. In some cases the motion is substantial (e.g., a 60° change in position angle for FO Tau), but in all of these cases it is within the amount of motion expected from simple assumptions about the orbits (e.g., modest eccentricities and that the semimajor axis is similar to the current projected separation). Many of these systems had tentative initial detections of orbital motion in Woitas et al. (2001) and our results show continued motion consistent with their results. Perhaps the most surprising system is Haro 6–28 AB which, with a projected separation of 0farcs65, might have been expected to show orbital motion, but which has a separation and position angle consistent with that measured by White & Ghez (2001) in 1997, suggesting that it may be near periastron in an eccentric orbit and/or that the true separation may be substantially larger than the projected separation. We also note that, given the few tens of mas yr−1 proper motions of typical sources in Taurus, comparison with previous measurements shows that all of the sources in Table 3 are common-proper-motion systems.

To determine disk masses, we need to know the distance to each of our sources. Gaia DR2 (Gaia Collaboration et al. 2018) contains parallax measurements for most of our sources, but since many of our sources are binaries, we need to be careful that the astrometric solution is not affected by orbital acceleration in the system. To assess the quality of each astrometric solution, we followed the procedure recommended in Gaia Technical Note GAIA-C3-TN-LU-LL-124-01 (Lindegren 2018). For each star with a measured Gaia parallax, we calculated the renormalized unit weight error (RUWE) of the astrometric solution, retaining only those with RUWE ≤ 1.6. For sources with good astrometric solutions, we took distances and uncertainties from Bailer-Jones et al. (2018). In all cases, we used the distance of the brightest Gaia source within 8'' of the 2MASS position; in particular, this means that we used the same distance for all components in a given binary or multiple system. The lone exception is the pair GI and GK Tau, which are separated by 13farcs2. For sources without reliable Gaia DR2 distances, we used the weighted mean of the Gaia distances for all other sources in our sample within 30'. A small number of our sources had no neighbors within 30' in our sample with reliable Gaia distances; in those cases, we adopted the median distance from our sample of 138.8 ± 18.8 pc.

Assuming the dust is optically thin, the conversion from flux (Fν) to disk mass (Md) is

Equation (1)

For comparison to the Taurus sample results of Andrews et al. (2013), we use the same constants of dust-to-gas ratio Xg = 0.01 and dust opacity κν = 2.3 cm2 g−1 at 1.3 mm. For our new ALMA sources, the uncertainty listed in Table 4 includes both the observed uncertainty from Table 2 and a 5% absolute flux calibration uncertainty (ALMA memo 594). For the mean dust temperature Td, we also adopt the Andrews et al. (2013) scaling of ${T}_{d}=25{({L}_{* }/{L}_{\odot })}^{-1/4}$ K. Our derivation of the stellar luminosity is described in Section 3.3 and the calculated dust temperatures range from 7 to 67 K, but the dust temperature for 95% of the single and binary star sample defined in Section 4.1 ranges from 10 to 30 K. The derived disk mass or limit is given in Table 4 and shown for all stars in Figure 6.

Figure 6.

Figure 6. Top left: the 1.3 mm flux plotted against the stellar mass for all class II stars listed in Table 4. Bottom right: the calculated disk mass plotted against the stellar mass for the same stars. Bottom left: the ratio of the disk to stellar mass plotted against the stellar mass for the same stars.

Standard image High-resolution image

Table 4.  Taurus Sample Disk and Stellar Properties

2MASS Designation Source Name Rolea Samp. Binary Flux Referencesb Sp. Type Referencesb log M* log L* log Mdisk Distance
        sep. ('')b (mJy)       (M) (L) (M) (pc)c
J04135737+2918193 IRAS 04108+2910 −9 N ... <19.80 8 M3 12 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ <−2.73 123.07 ± 1.53
J04141188+2811535 J04141188+2811535 0 N ... 0.28 ± 0.08 11 M6.25 13 $-{1.25}_{-0.20}^{+0.27}$ $-{1.57}_{-0.32}^{+0.43}$ −4.25 ± 0.16 130.70 ± 2.86
J04141358+2812492 FM Tau 0 Y ... 13.10 ± 2.70 8 M4.5 14 $-{0.83}_{-0.23}^{+0.20}$ $-{0.85}_{-0.39}^{+0.26}$ −2.76 ± 0.13 131.44 ± 0.81
J04141458+2827580 FN Tau 0 Y ... 16.80 ± 2.10 8 M3.5 14 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −2.72 ± 0.10 130.76 ± 1.06
J04141700+2810578 CW Tau 0 Y ... 52.30 ± 7.00 8 K3.0 14 ${0.05}_{-0.08}^{+0.07}$ ${0.38}_{-0.14}^{+0.11}$ −2.46 ± 0.10 131.94 ± 0.68
J04141760+2806096 CIDA 1 0 Y ... 13.50 ± 2.80 8 M4.5 14 $-{0.83}_{-0.23}^{+0.20}$ $-{0.85}_{-0.39}^{+0.26}$ −2.72 ± 0.13 135.19 ± 1.59
J04142626+2806032 MHO 1 1 N ... 216.00 ± 0.76 9 M2.5 15 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −1.64 ± 0.09 132.32 ± 3.85
J04142626+2806032 MHO 2 AB −2 N ... 133.30 ± 0.79 9 M2.5/5.2 15 $-{0.18}_{-0.14}^{+0.08}$ $-{0.35}_{-0.20}^{+0.17}$ −1.87 ± 0.09 132.32 ± 3.851
J04143054+2805147 BHS98 MHO 3 AB −1 N ... <12.00 8 K7/M2 15/8 ${0.11}_{-0.01}^{+0.04}$ ${0.14}_{-0.04}^{+0.09}$ <−2.52 241.36 ± 11.29
J04144730+2646264 FP Tau 0 Y ... 6.04 ± 0.20 11 M2.6 14 $-{0.49}_{-0.16}^{+0.08}$ $-{0.44}_{-0.17}^{+0.11}$ −3.22 ± 0.09 128.01 ± 0.85
J04144786+2648110 CX Tau 0 Y ... 9.40 ± 2.30 8 M2.5 14 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −3.04 ± 0.12 127.46 ± 0.65
J04144928+2812305 FO Tau A 1 Y 0.1501 3.07 ± 0.19 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.45 ± 0.09 132.07 ± 1.502
J04144928+2812305 FO Tau B 2 Y 0.1501 2.94 ± 0.19 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.47 ± 0.09 132.07 ± 1.502
J04153916+2818586 J04153916+2818586 −9 N ... 13.40 ± 1.40 8 M4.0 14 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ −2.80 ± 0.10 131.01 ± 1.40
J04154278+2909597 IRAS 04125+2902 −9 N ... 19.90 ± 2.50 8 M1.25 12 $-{0.37}_{-0.09}^{+0.10}$ $-{0.28}_{-0.12}^{+0.15}$ −2.55 ± 0.10 159.24 ± 1.69
J04155799+2746175 J04155799+2746175 −9 N ... 12.60 ± 1.40 8 M5.2 14 $-{0.97}_{-0.27}^{+0.20}$ $-{1.12}_{-0.43}^{+0.39}$ −2.69 ± 0.13 135.19 ± 1.97
J04161210+2756385 J04161210+2756385 0 Y ... 2.19 ± 0.12 11 M4.75 13 $-{0.87}_{-0.38}^{+0.19}$ $-{0.94}_{-0.65}^{+0.29}$ −3.48 ± 0.11 137.00 ± 2.21
J04163911+2858491 J04163911+2858491 0 Y ... <2.50 8 M5.5 17 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ <−3.22 159.24 ± 1.692
J04173372+2820468 CY Tau 0 Y ... 79.40 ± 5.90 8 M2.3 14 $-{0.46}_{-0.12}^{+0.09}$ $-{0.41}_{-0.14}^{+0.12}$ −2.11 ± 0.09 128.41 ± 0.73
J04174955+2813318 KPNO 10 0 Y ... 7.80 ± 1.40 8 M5 18 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −2.91 ± 0.13 136.89 ± 2.20
J04174965+2829362 SS94 V410 X-ray 1 0 Y ... <3.40 8 M3.7 14 $-{0.67}_{-0.20}^{+0.17}$ $-{0.63}_{-0.29}^{+0.18}$ <−3.42 128.57 ± 1.27
J04181078+2519574 V409 Tau −9 N ... 18.70 ± 1.40 8 M0.6 14 $-{0.30}_{-0.10}^{+0.08}$ $-{0.18}_{-0.15}^{+0.11}$ −2.78 ± 0.09 130.87 ± 0.69
J04181710+2828419 V410 Anon 13 0 Y ... 0.47 ± 0.08 11 M5.75 19 $-{1.25}_{-0.13}^{+0.38}$ $-{1.58}_{-0.20}^{+0.65}$ −4.07 ± 0.19 124.31 ± 5.21
J04183112+2816290 DD Tau A 1 Y 0.5701 9.20 ± 4.30 8 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.00 ± 0.18 128.39 ± 0.962
J04183112+2816290 DD Tau B 2 Y 0.5701 3.40 ± 1.90 8 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.43 ± 0.21 128.39 ± 0.962
J04183158+2816585 CZ Tau A 1 Y 0.3171 <0.36 7 M3 20 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ <−4.43 128.39 ± 0.962
J04183158+2816585 CZ Tau B 2 Y 0.3171 0.62 ± 0.12 7 M6 8 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ −3.94 ± 0.15 128.39 ± 0.962
J04183444+2830302 SS94 V410 X-ray 2 −9 N ... 15.40 ± 2.30 8 M0 12 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −2.89 ± 0.10 128.85 ± 1.142
J04184133+2827250 LR1 −9 N ... 30.80 ± 1.60 8 K4.5 19 $-{0.07}_{-0.04}^{+0.08}$ ${0.18}_{-0.07}^{+0.13}$ −2.67 ± 0.09 128.85 ± 1.142
J04184250+2818498 SS94 V410 X-ray 7 AB −1 N ... <13.00 8 M0.5/2.75 15/8 ${0.01}_{-0.10}^{+0.07}$ ${0.01}_{-0.16}^{+0.10}$ <−3.02 125.27 ± 4.07
J04190110+2819420 V410 X-ray 6 0 Y ... <0.16 11 M5.9 14 $-{1.24}_{-0.16}^{+0.33}$ $-{1.56}_{-0.25}^{+0.57}$ <−4.59 119.03 ± 2.19
J04190126+2802487 KPNO 12 0 N ... <2.10 8 M9.25 22 $-{1.77}_{-0.13}^{+0.14}$ $-{2.35}_{-0.15}^{+0.21}$ <−3.20 128.36 ± 1.092
J04191281+2829330 FQ Tau A 1 Y 0.7801 3.10 ± 0.21 9 M3 16 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ −3.49 ± 0.09 128.85 ± 1.142
J04191281+2829330 FQ Tau B 2 Y 0.7801 2.70 ± 0.15 9 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.53 ± 0.09 128.85 ± 1.142
J04191583+2906269 BP Tau 0 Y ... 41.50 ± 2.20 8 M0.5 14 $-{0.29}_{-0.10}^{+0.07}$ $-{0.17}_{-0.15}^{+0.10}$ −2.45 ± 0.09 128.61 ± 0.96
J04192625+2826142 V819 Tau 0 Y ... 0.53 ± 0.14 10 K8 14 $-{0.20}_{-0.01}^{+0.01}$ $-{0.03}_{-0.01}^{+0.01}$ −4.36 ± 0.12 131.22 ± 1.10
J04193545+2827218 FR Tau −9 N ... <15.00 8 M5.3 14 $-{1.00}_{-0.27}^{+0.21}$ $-{1.17}_{-0.42}^{+0.41}$ <−2.64 128.39 ± 0.962
J04201611+2821325 J04201611+2821325 −9 N ... <1.70 8 M6.5 12 $-{1.33}_{-0.17}^{+0.27}$ $-{1.70}_{-0.25}^{+0.45}$ <−3.46 128.66 ± 3.35
J04202144+2813491 J04202144+2813491 −9 N ... 52.40 ± 1.50 8 M1 12 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.35 ± 0.09 126.23 ± 1.592
J04202555+2700355 J04202555+2700355 0 Y ... 5.79 ± 0.16 11 M5.25 13 $-{0.98}_{-0.27}^{+0.21}$ $-{1.14}_{-0.43}^{+0.40}$ −2.82 ± 0.13 169.80 ± 5.38
J04202583+2819237 IRAS 04173+2812 −9 N ... <2.00 8 M4 12 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ <−3.68 122.27 ± 6.43
J04202606+2804089 J04202606+2804089 −9 N ... <4.30 8 M3.5 14 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ <−3.34 127.05 ± 0.86
J04210795+2702204 CFHT-BD-Tau 19 0 Y ... <2.70 8 M5.25 12 $-{0.98}_{-0.27}^{+0.21}$ $-{1.14}_{-0.43}^{+0.40}$ <−3.20 160.31 ± 2.412
J04210934+2750368 J04210934+2750368 −9 N ... <1.80 8 M4 23 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ <−3.76 117.94 ± 1.37
J04213459+2701388 J04213459+2701388 0 Y ... <0.17 11 M5.5 13 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ <−4.35 166.34 ± 3.85
J04214323+1934133 IRAS 04187+1927 0 Y ... 3.70 ± 0.21 7 M2.4 14 $-{0.47}_{-0.13}^{+0.08}$ $-{0.42}_{-0.15}^{+0.11}$ −3.31 ± 0.09 148.16 ± 2.19
J04214631+2659296 J04214631+2659296 0 Y ... <3.90 8 M5.75 17 $-{1.25}_{-0.13}^{+0.38}$ $-{1.58}_{-0.20}^{+0.65}$ <−2.93 160.29 ± 7.35
J04215563+2755060 DE Tau 0 Y ... 31.10 ± 3.10 8 M2.3 14 $-{0.46}_{-0.12}^{+0.09}$ $-{0.41}_{-0.14}^{+0.12}$ −2.53 ± 0.09 126.92 ± 1.07
J04215740+2826355 RY Tau 0 Y ... 192.50 ± 9.10 8 G0 14 ${0.54}_{-0.01}^{+0.01}$ ${1.72}_{-0.08}^{+0.05}$ −2.23 ± 0.08 132.82 ± 2.572
J04220217+2657304 FS Tau A 1 Y 0.2271 2.27 ± 0.18 7 M0 16 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −3.54 ± 0.09 160.31 ± 2.412
J04220217+2657304 FS Tau B 2 Y 0.2271 <0.52 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ <−4.06 160.31 ± 2.412
J04221675+2654570 CFHT-Tau-21 0 Y ... <4.20 8 M1.5 14 $-{0.40}_{-0.08}^{+0.10}$ $-{0.32}_{-0.11}^{+0.15}$ <−3.23 156.97 ± 3.36
J04224786+2645530 IRAS 04196+2638 −9 N ... 51.00 ± 1.20 8 M1 24 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.17 ± 0.09 157.03 ± 2.73
J04230607+2801194 J04230607+2801194 0 Y ... 2.28 ± 0.14 11 M6 12 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ −3.34 ± 0.14 133.44 ± 2.45
J04230776+2805573 IRAS 04200+2759 −9 N ... 36.60 ± 1.30 8 M2 12 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −2.39 ± 0.09 138.64 ± 3.34
J04231822+2641156 J04231822+2641156 −9 N ... <3.90 8 M3.5 24 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ <−3.22 152.80 ± 3.882
J04233539+2503026 FU Tau A 1 N ... <1.70 8 M7.25 25 $-{1.45}_{-0.18}^{+0.20}$ $-{1.89}_{-0.26}^{+0.32}$ <−3.39 131.20 ± 2.60
J04233539+2503026 FU Tau B 2 N ... <1.70 8 M9.25 25 $-{1.77}_{-0.13}^{+0.14}$ $-{2.35}_{-0.15}^{+0.21}$ <−3.27 131.20 ± 2.601
J04233919+2456141 FT Tau 0 Y ... 62.90 ± 4.30 8 M2.8 14 $-{0.51}_{-0.18}^{+0.09}$ $-{0.47}_{-0.19}^{+0.11}$ −2.20 ± 0.09 127.34 ± 0.85
J04242090+2630511 J04242090+2630511 −9 N ... <1.40 8 M6.5 24 $-{1.33}_{-0.17}^{+0.27}$ $-{1.70}_{-0.25}^{+0.45}$ <−3.48 137.19 ± 3.48
J04242646+2649503 J04242646+2649503 0 Y ... <3.00 8 M5.75 17 $-{1.25}_{-0.13}^{+0.38}$ $-{1.58}_{-0.20}^{+0.65}$ <−3.08 154.92 ± 3.15
J04244457+2610141 IRAS 04216+2603 −9 N ... 19.80 ± 2.00 8 M2.8 14 $-{0.51}_{-0.18}^{+0.09}$ $-{0.47}_{-0.19}^{+0.11}$ −2.51 ± 0.09 158.92 ± 2.77
J04245708+2711565 IP Tau 0 Y ... 8.80 ± 1.50 8 M0.6 14 $-{0.30}_{-0.10}^{+0.08}$ $-{0.18}_{-0.15}^{+0.11}$ −3.11 ± 0.10 130.09 ± 0.72
J04262939+2624137 KPNO 3 0 Y ... 2.29 ± 0.09 11 M6 12 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ −3.21 ± 0.14 155.51 ± 5.55
J04263055+2443558 J04263055+2443558 0 N ... <0.30 7 M8.75 17 $-{1.70}_{-0.13}^{+0.15}$ $-{2.26}_{-0.18}^{+0.24}$ <−4.13 119.88 ± 10.05
J04265352+2606543 FV Tau A 1 Y 0.7201 6.17 ± 0.16 9 K5 16 $-{0.10}_{-0.05}^{+0.06}$ ${0.13}_{-0.08}^{+0.12}$ −3.26 ± 0.09 143.02 ± 6.312
J04265352+2606543 FV Tau B 2 Y 0.7201 5.93 ± 0.18 9 K6 1 $-{0.15}_{-0.04}^{+0.05}$ ${0.05}_{-0.07}^{+0.08}$ −3.26 ± 0.09 143.02 ± 6.312
J04265440+2606510 FV Tau/c A 1 Y 0.7401 0.76 ± 0.17 9 M2.5 12 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −4.05 ± 0.12 139.43 ± 2.65
J04265440+2606510 FV Tau/c B 2 Y 0.7401 0.40 ± 0.12 9 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −4.29 ± 0.14 139.43 ± 2.651
J04265732+2606284 KPNO 13 0 Y ... <3.60 8 M5.1 14 $-{0.94}_{-0.28}^{+0.20}$ $-{1.07}_{-0.45}^{+0.37}$ <−3.26 132.92 ± 2.27
J04270280+2542223 DF Tau AB −1 N ... 3.40 ± 1.70 8 M2/2.5 16 $-{0.14}_{-0.10}^{+0.09}$ $-{0.10}_{-0.14}^{+0.12}$ −3.51 ± 0.19 135.66 ± 3.222
J04270469+2606163 DG Tau 0 Y ... 344.20 ± 17.80 8 K7.0 14 $-{0.19}_{-0.01}^{+0.04}$ $-{0.02}_{-0.01}^{+0.07}$ −1.51 ± 0.09 137.41 ± 4.532
J04284263+2714039 J04284263+2714039 A 1 Y 0.6302 0.67 ± 0.10 11 M5.25 13 $-{0.98}_{-0.27}^{+0.21}$ $-{1.14}_{-0.43}^{+0.40}$ −3.97 ± 0.14 132.37 ± 2.53
J04284263+2714039 J04284263+2714039 B 2 Y 0.6302 <0.29 11 M5.25 13 $-{0.98}_{-0.27}^{+0.21}$ $-{1.14}_{-0.43}^{+0.40}$ <−4.34 132.37 ± 2.531
J04290068+2755033 J04290068+2755033 0 N ... <1.60 8 M8.25 17 $-{1.63}_{-0.14}^{+0.18}$ $-{2.14}_{-0.21}^{+0.26}$ <−3.26 145.71 ± 7.67
J04290498+2649073 IRAS 04260+2642 −9 N ... 120.00 ± 10.00 8 K5 26 $-{0.10}_{-0.05}^{+0.06}$ ${0.13}_{-0.08}^{+0.12}$ −2.03 ± 0.09 134.35 ± 0.992
J04292165+2701259 IRAS 04263+2654 0 Y ... 2.89 ± 0.14 11 M5.25 17 $-{0.98}_{-0.27}^{+0.21}$ $-{1.14}_{-0.43}^{+0.40}$ −3.36 ± 0.13 129.11 ± 2.372
J04293606+2435556 XEST 13-010 −9 N ... 15.20 ± 1.20 8 M3 12 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ −2.80 ± 0.09 128.97 ± 1.50
J04294155+2632582 DH Tau A 1 N ... 18.00 ± 8.20 8 M1 20 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.75 ± 0.18 134.85 ± 1.27
J04294155+2632582 DH Tau B 2 N ... <3.80 8 M7.5 8 $-{1.50}_{-0.17}^{+0.17}$ $-{1.95}_{-0.25}^{+0.25}$ <−3.00 134.85 ± 1.271
J04295156+2606448 IQ Tau 0 Y ... 61.90 ± 4.50 8 M1.1 14 $-{0.36}_{-0.09}^{+0.10}$ $-{0.26}_{-0.13}^{+0.14}$ −2.24 ± 0.09 130.79 ± 1.06
J04295950+2433078 CFHT-BD-Tau 20 0 Y ... 2.90 ± 0.17 7 M5 17 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −3.38 ± 0.12 130.72 ± 2.63
J04300399+1813493 UX Tau A 1 N ... 79.00 ± 3.95 7 G8 27 ${0.37}_{-0.09}^{+0.05}$ ${0.95}_{-0.17}^{+0.13}$ −2.38 ± 0.09 139.40 ± 1.96
J04300399+1813493 UX Tau Ba 2 N ... <0.36 7 M2 28 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ <−4.39 139.40 ± 1.961
J04300399+1813493 UX Tau Bb 3 N ... <0.36 7 M3.0 7 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ <−4.36 139.40 ± 1.961
J04300399+1813493 UX Tau C 4 N ... <0.36 7 M2.8 14 $-{0.51}_{-0.18}^{+0.09}$ $-{0.47}_{-0.19}^{+0.11}$ <−4.37 139.40 ± 1.961
J04300724+2608207 KPNO 6 0 N ... <2.40 8 M8.5 19 $-{1.67}_{-0.13}^{+0.17}$ $-{2.20}_{-0.19}^{+0.25}$ <−3.27 116.47 ± 7.46
J04302961+2426450 FX Tau A 1 Y 0.8901 7.84 ± 0.53 7 M1 28 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −3.14 ± 0.09 130.11 ± 0.642
J04302961+2426450 FX Tau B 2 Y 0.8901 <0.36 7 M4 28 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ <−4.37 130.11 ± 0.642
J04304425+2601244 DK Tau A 1 Y 2.3603 30.30 ± 0.18 9 K8.5 14 $-{0.20}_{-0.02}^{+0.00}$ $-{0.04}_{-0.03}^{+0.01}$ −2.62 ± 0.08 128.05 ± 0.98
J04304425+2601244 DK Tau B 2 Y 2.3603 2.88 ± 0.19 9 M1.7 14 $-{0.42}_{-0.09}^{+0.10}$ $-{0.34}_{-0.11}^{+0.14}$ −3.57 ± 0.09 128.05 ± 0.981
J04305137+2442222 ZZ Tau AB −1 N ... 0.59 ± 0.11 7 M3/4.5 23/8 $-{0.24}_{-0.19}^{+0.10}$ $-{0.34}_{-0.24}^{+0.17}$ −4.24 ± 0.11 130.73 ± 1.262
J04305171+2441475 ZZ Tau IRS 0 Y ... 105.80 ± 1.50 8 M4.5 14 $-{0.83}_{-0.23}^{+0.20}$ $-{0.85}_{-0.39}^{+0.26}$ −1.86 ± 0.10 130.73 ± 1.262
J04305718+2556394 KPNO 7 0 N ... <2.60 8 M8.25 19 $-{1.63}_{-0.14}^{+0.18}$ $-{2.14}_{-0.21}^{+0.26}$ <−3.20 123.09 ± 7.18
J04311444+2710179 JH 56 0 Y ... <3.10 8 K8.0 14 $-{0.20}_{-0.01}^{+0.01}$ $-{0.03}_{-0.01}^{+0.01}$ <−3.62 127.02 ± 0.72
J04314007+1813571 XZ Tau A 1 Y 0.3001 7.30 ± 0.42 7 M2 16 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −3.05 ± 0.08 144.15 ± 1.552
J04314007+1813571 XZ Tau B 2 Y 0.3001 8.90 ± 0.49 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −2.91 ± 0.09 144.15 ± 1.552
J04315056+2424180 HK Tau A 1 Y 2.3501 33.80 ± 0.20 9 M1 29 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.49 ± 0.09 132.85 ± 1.64
J04315056+2424180 HK Tau B 2 Y 2.3501 16.00 ± 0.24 9 M2 29 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −2.78 ± 0.08 132.85 ± 1.641
J04315779+1821380 V710 Tau A 1 Y 3.1701 66.00 ± 3.31 9 M1.7 14 $-{0.42}_{-0.09}^{+0.10}$ $-{0.34}_{-0.11}^{+0.14}$ −2.12 ± 0.09 142.42 ± 2.28
J04315779+1821380 V710 Tau B 2 Y 3.1701 <0.61 9 M3.3 14 $-{0.59}_{-0.20}^{+0.12}$ $-{0.55}_{-0.22}^{+0.14}$ <−4.10 142.42 ± 2.281
J04315968+1821305 LkHa 267 −9 N ... <0.30 7 M1.7 14 $-{0.42}_{-0.09}^{+0.10}$ $-{0.34}_{-0.11}^{+0.14}$ <−4.39 154.81 ± 3.79
J04321540+2428597 Haro 6-13 0 Y ... 119.60 ± 5.70 8 M0 30 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −2.00 ± 0.08 129.68 ± 0.512
J04321606+1812464 MHO 5 0 N ... <0.31 7 M6.5 14 $-{1.33}_{-0.17}^{+0.27}$ $-{1.70}_{-0.25}^{+0.45}$ <−4.09 144.06 ± 2.00
J04322210+1827426 MHO 6 0 Y ... 19.37 ± 0.30 11 M5.0 14 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −2.48 ± 0.12 141.38 ± 1.96
J04322415+2251083 J04322415+2251083 −9 N ... <0.30 7 M4.5 12 $-{0.83}_{-0.23}^{+0.20}$ $-{0.85}_{-0.39}^{+0.26}$ <−4.26 154.76 ± 2.91
J04323028+1731303 GG Tau Aa 1 N ... 7.00 ± 0.87 7 K7 31 $-{0.19}_{-0.01}^{+0.04}$ $-{0.02}_{-0.01}^{+0.07}$ −3.13 ± 0.09 149.46 ± 2.21
J04323028+1731303 GG Tau Ab 2 N ... <2.40 7 M0.5 31 $-{0.29}_{-0.10}^{+0.07}$ $-{0.17}_{-0.15}^{+0.10}$ <−3.56 149.46 ± 2.211
J04323028+1731303 GG Tau Ba 3 N ... <2.40 7 M5.5 31 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ <−3.29 149.46 ± 2.211
J04323028+1731303 GG Tau Bb 4 N ... <2.40 7 M7.5 31 $-{1.50}_{-0.17}^{+0.17}$ $-{1.95}_{-0.25}^{+0.25}$ <−3.11 149.46 ± 2.211
J04323058+2419572 FY Tau 1 Y 17.2004 13.80 ± 5.10 8 M0.1 14 $-{0.26}_{-0.10}^{+0.05}$ $-{0.12}_{-0.14}^{+0.07}$ −2.93 ± 0.15 129.74 ± 1.20
J04323176+2420029 FZ Tau 2 Y 17.2004 13.70 ± 2.40 8 M0.5 14 $-{0.29}_{-0.10}^{+0.07}$ $-{0.17}_{-0.15}^{+0.10}$ −2.92 ± 0.11 129.56 ± 1.26
J04324303+2552311 UZ Tau Eab −1 N ... 128.10 ± 7.30 8 M1/4 20/32 $-{0.05}_{-0.09}^{+0.10}$ $-{0.11}_{-0.18}^{+0.15}$ −1.94 ± 0.10 134.49 ± 7.672
J04324303+2552311 UZ Tau Wa 2 N ... 16.20 ± 3.90 8 M2 16 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −2.77 ± 0.13 134.49 ± 7.672
J04324303+2552311 UZ Tau Wb 3 N ... 31.00 ± 4.10 8 M3 16 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ −2.46 ± 0.11 134.49 ± 7.672
J04324911+2253027 IRAS04298+2246Aa 1 Y 1.6505 3.53 ± 0.23 9 K5.5 14 $-{0.11}_{-0.07}^{+0.04}$ ${0.11}_{-0.10}^{+0.07}$ −3.38 ± 0.09 163.79 ± 2.14
J04324911+2253027 IRAS04298+2246Ab 2 Y 1.6505 3.06 ± 0.24 9 M4.6 14 $-{0.84}_{-0.22}^{+0.20}$ $-{0.89}_{-0.36}^{+0.28}$ −3.19 ± 0.11 163.79 ± 2.141
J04324911+2253027 IRAS04298+2246Ba 1 N ... 0.25 ± 0.08 9 M8.5 7 $-{1.67}_{-0.13}^{+0.17}$ $-{2.20}_{-0.19}^{+0.25}$ −3.95 ± 0.15 163.79 ± 2.141
J04324911+2253027 IRAS04298+2246Bb 2 N ... 2.30 ± 0.24 9 M8.5 7 $-{1.67}_{-0.13}^{+0.17}$ $-{2.20}_{-0.19}^{+0.25}$ −2.99 ± 0.10 163.79 ± 2.141
J04330622+2409339 GH Tau A 1 Y 0.3101 3.90 ± 0.22 7 M2 16 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −3.42 ± 0.08 129.68 ± 0.512
J04330622+2409339 GH Tau B 2 Y 0.3101 2.90 ± 0.18 7 M2 16 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −3.55 ± 0.09 129.68 ± 0.512
J04330664+2409549 V807 Tau A 1 N ... 8.90 ± 0.46 7 K7 33 $-{0.19}_{-0.01}^{+0.04}$ $-{0.02}_{-0.01}^{+0.07}$ −3.15 ± 0.08 129.68 ± 0.512
J04330664+2409549 V807 Tau Bab −2 N ... <0.33 7 M2/2.5 33 $-{0.14}_{-0.10}^{+0.09}$ $-{0.10}_{-0.14}^{+0.12}$ <−4.56 129.68 ± 0.512
J04330945+2246487 J04330945+2246487 0 Y ... <0.28 7 M6 17 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ <−4.08 160.63 ± 3.812
J04331435+2614235 IRAS 04301+2608 −9 N ... 6.60 ± 3.70 8 M0 12 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −2.72 ± 0.26 240.02 ± 65.31
J04331907+2246342 IRAS 04303+2240 −9 N ... <6.00 8 M0.5 30 $-{0.29}_{-0.10}^{+0.07}$ $-{0.17}_{-0.15}^{+0.10}$ <−3.10 160.63 ± 3.812
J04333278+1800436 J04333278+1800436 −9 N ... 11.00 ± 1.90 8 M1 34 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.89 ± 0.11 146.59 ± 1.25
J04333405+2421170 GI Tau 2 Y 13.1006 12.00 ± 1.00 8 M0.4 14 $-{0.28}_{-0.10}^{+0.07}$ $-{0.16}_{-0.15}^{+0.09}$ −2.98 ± 0.09 130.02 ± 0.78
J04333456+2421058 GK Tau 1 Y 13.1006 5.20 ± 0.22 9 K6.5 14 $-{0.18}_{-0.02}^{+0.07}$ ${0.00}_{-0.03}^{+0.10}$ −3.39 ± 0.08 128.79 ± 0.73
J04333678+2609492 IS Tau A 1 Y 0.2201 1.15 ± 0.16 7 M0 16 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −3.83 ± 0.10 161.35 ± 2.372
J04333678+2609492 IS Tau B 2 Y 0.2201 1.05 ± 0.16 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.74 ± 0.10 161.35 ± 2.372
J04333905+2227207 J04333905+2227207 −9 N ... 31.00 ± 2.00 8 M1.75 12 $-{0.42}_{-0.09}^{+0.10}$ $-{0.35}_{-0.11}^{+0.14}$ −0.93 ± 0.27 810.16 ± 346.28
J04333906+2520382 DL Tau 0 Y ... 168.80 ± 10.80 8 K5.5 14 $-{0.11}_{-0.07}^{+0.04}$ ${0.11}_{-0.10}^{+0.07}$ −1.73 ± 0.08 158.62 ± 1.21
J04333935+1751523 HN Tau A 1 Y 3.1403 15.70 ± 0.79 7 K3 14 ${0.05}_{-0.08}^{+0.07}$ ${0.38}_{-0.14}^{+0.11}$ −2.90 ± 0.08 145.68 ± 0.742
J04333935+1751523 HN Tau B 2 Y 3.1403 0.54 ± 0.10 7 M4.8 14 $-{0.88}_{-0.37}^{+0.19}$ $-{0.95}_{-0.64}^{+0.30}$ −4.03 ± 0.13 145.68 ± 0.742
J04334171+1750402 J04334171+1750402 −9 N ... 6.00 ± 2.00 8 M4 35 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ −3.05 ± 0.15 145.74 ± 1.54
J04334465+2615005 J04334465+2615005 −9 N ... 14.11 ± 0.27 11 M5.2 14 $-{0.97}_{-0.27}^{+0.20}$ $-{1.12}_{-0.43}^{+0.39}$ −2.48 ± 0.12 161.35 ± 2.372
J04334871+1810099 DM Tau 0 Y ... 89.40 ± 3.10 8 M3.0 14 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ −1.94 ± 0.09 144.55 ± 1.08
J04335470+2613275 IT Tau A 1 Y 2.4103 7.00 ± 0.24 9 K6.0 14 $-{0.15}_{-0.04}^{+0.05}$ ${0.05}_{-0.07}^{+0.08}$ −3.08 ± 0.08 161.27 ± 1.97
J04335470+2613275 IT Tau B 2 Y 2.4103 4.17 ± 0.27 9 M2.9 14 $-{0.52}_{-0.19}^{+0.09}$ $-{0.48}_{-0.19}^{+0.11}$ −3.17 ± 0.09 161.27 ± 1.971
J04345542+2428531 AA Tau 0 Y ... 65.00 ± 3.50 8 M0.6 14 $-{0.30}_{-0.10}^{+0.08}$ $-{0.18}_{-0.15}^{+0.11}$ −2.25 ± 0.09 128.78 ± 0.672
J04352020+2232146 HO Tau 0 Y ... 16.20 ± 0.20 9 M3.2 14 $-{0.57}_{-0.20}^{+0.11}$ $-{0.53}_{-0.20}^{+0.13}$ −2.58 ± 0.09 160.67 ± 1.24
J04352737+2414589 DN Tau 0 Y ... 82.30 ± 4.50 8 M0.3 14 $-{0.27}_{-0.11}^{+0.06}$ $-{0.14}_{-0.15}^{+0.09}$ −2.16 ± 0.09 127.76 ± 0.89
J04354093+2411087 CoKu Tau 3 A 1 Y 2.1001 1.84 ± 0.30 9 M0.5 14 $-{0.29}_{-0.10}^{+0.07}$ $-{0.17}_{-0.15}^{+0.10}$ −3.83 ± 0.10 124.85 ± 2.28
J04354093+2411087 CoKu Tau 3 B 2 Y 2.1001 5.79 ± 0.29 9 M4.3 14 $-{0.79}_{-0.21}^{+0.20}$ $-{0.77}_{-0.41}^{+0.22}$ −3.18 ± 0.10 124.85 ± 2.281
J04354733+2250216 HQ Tau 0 Y ... 4.20 ± 2.20 8 K2.0 14 ${0.11}_{-0.07}^{+0.04}$ ${0.50}_{-0.11}^{+0.07}$ −3.41 ± 0.19 162.54 ± 5.082
J04355277+2254231 HP Tau 0 Y ... 51.70 ± 4.70 8 K4.0 14 $-{0.04}_{-0.06}^{+0.08}$ ${0.24}_{-0.12}^{+0.14}$ −2.18 ± 0.09 176.35 ± 3.37
J04355684+2254360 Haro 6-28 A 1 Y 0.6501 5.10 ± 0.29 7 M3.1 14 $-{0.55}_{-0.20}^{+0.10}$ $-{0.51}_{-0.19}^{+0.12}$ −3.07 ± 0.09 162.54 ± 5.082
J04355684+2254360 Haro 6-28 B 2 Y 0.6501 0.78 ± 0.15 7 M3.5 16 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.87 ± 0.11 162.54 ± 5.082
J04361030+2159364 J04361030+2159364 0 N ... <0.31 7 M8.5 17 $-{1.67}_{-0.13}^{+0.17}$ $-{2.20}_{-0.19}^{+0.25}$ <−4.14 118.89 ± 8.68
J04362151+2351165 J04362151+2351165 −9 N ... 1.45 ± 0.12 7 M5.1 14 $-{0.94}_{-0.28}^{+0.20}$ $-{1.07}_{-0.45}^{+0.37}$ −3.78 ± 0.12 115.12 ± 1.70
J04375670+2546229 ITG 1 −9 N ... <2.30 8 M6 36 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ <−1.71 873.64 ± 95.61
J04381486+2611399 J04381486+2611399 0 N ... 0.67 ± 0.10 11 M7.25 13 $-{1.45}_{-0.18}^{+0.20}$ $-{1.89}_{-0.26}^{+0.32}$ −3.70 ± 0.14 147.48 ± 16.01
J04382134+2609137 GM Tau 0 Y ... 1.05 ± 0.07 11 M5.0 14 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −3.77 ± 0.12 137.87 ± 2.86
J04382858+2610494 DO Tau 0 Y ... 108.20 ± 6.90 8 M0.3 14 $-{0.27}_{-0.11}^{+0.06}$ $-{0.14}_{-0.15}^{+0.09}$ −1.97 ± 0.09 138.83 ± 1.02
J04385859+2336351 J04385859+2336351 0 Y ... 10.73 ± 0.18 11 M4.25 37 $-{0.78}_{-0.21}^{+0.20}$ $-{0.75}_{-0.40}^{+0.21}$ −2.91 ± 0.10 126.40 ± 1.92
J04390163+2336029 J04390163+2336029 0 Y ... 0.45 ± 0.10 11 M4.9 14 $-{0.90}_{-0.33}^{+0.19}$ $-{0.99}_{-0.57}^{+0.32}$ −4.22 ± 0.14 127.36 ± 1.30
J04390396+2544264 J04390396+2544264 0 N ... 0.93 ± 0.12 11 M7.25 13 $-{1.45}_{-0.18}^{+0.20}$ $-{1.89}_{-0.26}^{+0.32}$ −3.57 ± 0.12 143.62 ± 4.39
J04391741+2247533 VY Tau A 1 Y 0.6601 1.90 ± 0.22 7 M1.5 14 $-{0.40}_{-0.08}^{+0.10}$ $-{0.32}_{-0.11}^{+0.15}$ −3.57 ± 0.09 158.15 ± 1.212
J04391741+2247533 VY Tau B 2 Y 0.6601 <0.60 7 M4.5 8 $-{0.83}_{-0.23}^{+0.20}$ $-{0.85}_{-0.39}^{+0.26}$ <−3.94 158.15 ± 1.212
J04391779+2221034 LkCa 15 0 Y ... 127.00 ± 4.90 8 K5.5 14 $-{0.11}_{-0.07}^{+0.04}$ ${0.11}_{-0.10}^{+0.07}$ −1.85 ± 0.08 158.15 ± 1.21
J04392090+2545021 GN Tau A 1 Y 0.3401 0.47 ± 0.12 7 M2.5 14 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −4.26 ± 0.13 139.23 ± 1.852
J04392090+2545021 GN Tau B 2 Y 0.3401 0.59 ± 0.12 7 M2.5 8 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −4.16 ± 0.11 139.23 ± 1.852
J04393364+2359212 J04393364+2359212 −9 N ... 3.25 ± 0.09 11 M5 12 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −3.35 ± 0.12 126.69 ± 1.64
J04394488+2601527 ITG 15 −9 N ... 3.61 ± 0.10 11 M5.0 14 $-{0.92}_{-0.29}^{+0.19}$ $-{1.03}_{-0.49}^{+0.35}$ −3.24 ± 0.12 136.37 ± 2.08
J04394748+2601407 CFHT 4 0 N ... 2.00 ± 0.50 8 M7 19 $-{1.41}_{-0.18}^{+0.20}$ $-{1.83}_{-0.25}^{+0.31}$ −3.24 ± 0.14 146.82 ± 5.16
J04400067+2358211 J04400067+2358211 0 Y ... 3.13 ± 0.08 11 M6 12 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ −3.29 ± 0.14 120.15 ± 2.31
J04400800+2605253 IRAS 04370+2559 0 Y ... 51.70 ± 0.80 8 M2.9 36 $-{0.52}_{-0.19}^{+0.09}$ $-{0.48}_{-0.19}^{+0.11}$ −2.22 ± 0.10 136.66 ± 8.50
J04403979+2519061 J04403979+2519061 −1 N ... <0.43 10 M5.25/7 13/8 $-{0.68}_{-0.27}^{+0.21}$ $-{1.06}_{-0.39}^{+0.38}$ <−4.16 135.73 ± 0.052
J04404950+2551191 JH 223 A 1 Y 2.1006 1.70 ± 0.14 7 M2.8 14 $-{0.51}_{-0.18}^{+0.09}$ $-{0.47}_{-0.19}^{+0.11}$ −3.69 ± 0.09 139.39 ± 1.08
J04404950+2551191 JH 223 B 2 Y 2.1006 0.76 ± 0.13 7 M6 38 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ −3.78 ± 0.15 139.39 ± 1.081
J04410826+2556074 ITG 33A 0 Y ... 4.10 ± 0.23 7 M3 39 $-{0.54}_{-0.19}^{+0.10}$ $-{0.50}_{-0.19}^{+0.12}$ −3.30 ± 0.09 140.48 ± 4.19
J04411078+2555116 ITG 34 0 Y ... 0.70 ± 0.12 7 M5.5 13 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ −3.78 ± 0.14 156.54 ± 6.29
J04411681+2840000 CoKu Tau/4 AB −1 N ... 3.40 ± 1.90 8 M1.1/2.5 8 $-{0.06}_{-0.09}^{+0.10}$ $-{0.04}_{-0.14}^{+0.13}$ −3.50 ± 0.22 138.80 ± 18.703
J04412464+2543530 ITG 40 −9 N ... 1.00 ± 0.12 7 M3.5 24 $-{0.62}_{-0.20}^{+0.14}$ $-{0.59}_{-0.26}^{+0.16}$ −3.90 ± 0.10 138.77 ± 1.192
J04413882+2556267 IRAS 04385+2550 0 Y ... 25.50 ± 2.20 8 M0 40 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −2.61 ± 0.09 139.22 ± 1.282
J04414489+2301513 J04414489+2301513 0 N ... <0.38 7 M8.5 17 $-{1.67}_{-0.13}^{+0.17}$ $-{2.20}_{-0.19}^{+0.25}$ <−4.03 120.45 ± 5.54
J04414825+2534304 J04414825+2534304 0 N ... 1.34 ± 0.09 11 M7.75 13 $-{1.55}_{-0.15}^{+0.17}$ $-{2.02}_{-0.24}^{+0.24}$ −3.43 ± 0.10 135.81 ± 3.75
J04420777+2523118 V955 Tau A 1 Y 0.3201 2.20 ± 0.17 7 K7 16 $-{0.19}_{-0.01}^{+0.04}$ $-{0.02}_{-0.01}^{+0.07}$ −3.68 ± 0.08 142.25 ± 2.382
J04420777+2523118 V955 Tau B 2 Y 0.3201 0.86 ± 0.14 7 M2.5 16 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −3.98 ± 0.10 142.25 ± 2.382
J04422101+2520343 CIDA 7 0 Y ... 14.50 ± 7.20 8 M5.1 14 $-{0.94}_{-0.28}^{+0.20}$ $-{1.07}_{-0.45}^{+0.37}$ −2.63 ± 0.20 135.70 ± 2.28
J04423769+2515374 DP Tau A 1 Y 0.1105 2.10 ± 0.23 7 M0.8 14 $-{0.33}_{-0.10}^{+0.09}$ $-{0.22}_{-0.14}^{+0.12}$ −3.65 ± 0.09 142.08 ± 1.872
J04423769+2515374 DP Tau B 2 Y 0.1105 1.50 ± 0.21 7 M2 8 $-{0.44}_{-0.10}^{+0.09}$ $-{0.38}_{-0.12}^{+0.13}$ −3.75 ± 0.10 142.08 ± 1.872
J04430309+2520187 GO Tau 0 Y ... 53.20 ± 2.80 8 M2.3 14 $-{0.46}_{-0.12}^{+0.09}$ $-{0.41}_{-0.14}^{+0.12}$ −2.18 ± 0.09 143.98 ± 1.00
J04432023+2940060 J04432023+2940060 0 Y ... <0.38 7 M5.5 14 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ <−3.98 170.46 ± 3.65
J04442713+2512164 IRAS 04414+2506 0 N ... 4.90 ± 0.40 8 M7.25 13 $-{1.45}_{-0.18}^{+0.20}$ $-{1.89}_{-0.26}^{+0.32}$ −2.87 ± 0.11 140.53 ± 2.71
J04455134+1555367 IRAS 04429+1550 −9 N ... 51.00 ± 2.00 8 M2.5 35 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −2.18 ± 0.09 147.38 ± 1.25
J04465305+1700001 DQ Tau AB −1 N ... 69.30 ± 4.70 8 M0/0 41 ${0.05}_{-0.10}^{+0.04}$ ${0.19}_{-0.14}^{+0.06}$ −1.95 ± 0.09 196.36 ± 2.01
J04465897+1702381 Haro 6-37 A 1 N ... 2.10 ± 0.34 7 K8.0 14 $-{0.20}_{-0.01}^{+0.01}$ $-{0.03}_{-0.01}^{+0.01}$ −3.42 ± 0.10 195.65 ± 0.862
J04465897+1702381 Haro 6-37 B 2 N ... <0.96 7 M0.9 14 $-{0.34}_{-0.09}^{+0.10}$ $-{0.23}_{-0.14}^{+0.13}$ <−3.71 195.65 ± 0.862
J04465897+1702381 Haro 6-37 C 3 N ... 38.50 ± 1.95 7 M1 20 $-{0.35}_{-0.09}^{+0.10}$ $-{0.25}_{-0.13}^{+0.14}$ −2.10 ± 0.08 195.65 ± 0.862
J04470620+1658428 DR Tau 0 Y ... 115.20 ± 6.90 8 K6 14 $-{0.15}_{-0.04}^{+0.05}$ ${0.05}_{-0.07}^{+0.08}$ −1.70 ± 0.08 194.60 ± 2.46
J04474859+2925112 DS Tau 0 Y ... 16.50 ± 1.80 8 M0.4 14 $-{0.28}_{-0.10}^{+0.07}$ $-{0.16}_{-0.15}^{+0.09}$ −2.67 ± 0.09 158.35 ± 1.12
J04514737+3047134 UY Aur A 1 Y 0.8801 20.80 ± 0.23 9 M0 16 $-{0.25}_{-0.10}^{+0.04}$ $-{0.11}_{-0.14}^{+0.06}$ −2.60 ± 0.08 154.93 ± 1.43
J04514737+3047134 UY Aur B 2 Y 0.8801 7.87 ± 0.25 9 M2.5 16 $-{0.48}_{-0.14}^{+0.08}$ $-{0.43}_{-0.16}^{+0.11}$ −2.95 ± 0.09 154.93 ± 1.431
J04542368+1709534 St 34 Aab −1 N ... <4.20 8 M3/3 32 $-{0.24}_{-0.19}^{+0.10}$ $-{0.19}_{-0.19}^{+0.12}$ <−3.35 142.16 ± 1.15
J04542368+1709534 St 34 B 2 N ... <4.20 8 M5.5 42 $-{1.05}_{-0.27}^{+0.23}$ $-{1.25}_{-0.45}^{+0.39}$ <−3.09 142.16 ± 1.151
J04554535+3019389 J04554535+3019389 0 Y ... <0.39 7 M4.7 14 $-{0.86}_{-0.36}^{+0.20}$ $-{0.92}_{-0.60}^{+0.29}$ <−4.13 154.12 ± 2.33
J04554801+3028050 J04554801+3028050 2 N ... <0.35 7 M5.6 13 $-{1.06}_{-0.29}^{+0.22}$ $-{1.25}_{-0.49}^{+0.36}$ <−4.08 156.19 ± 3.73
J04554969+3019400 J04554969+3019400 −9 N ... <0.35 7 M6 13 $-{1.22}_{-0.20}^{+0.29}$ $-{1.52}_{-0.31}^{+0.49}$ <−4.02 156.05 ± 4.63
J04555605+3036209 XEST 26-062 −9 N ... 0.65 ± 0.14 11 M4.0 14 $-{0.73}_{-0.19}^{+0.19}$ $-{0.68}_{-0.35}^{+0.19}$ −3.96 ± 0.12 156.58 ± 0.862
J04555938+3034015 SU Aur 0 Y ... 27.40 ± 2.50 8 G4 14 ${0.49}_{-0.02}^{+0.01}$ ${1.32}_{-0.09}^{+0.10}$ −2.83 ± 0.09 157.68 ± 1.48
J04560118+3026348 XEST 26-071 −9 N ... <0.35 7 M3.1 14 $-{0.55}_{-0.20}^{+0.10}$ $-{0.51}_{-0.19}^{+0.12}$ <−4.27 156.58 ± 0.862
J05030659+2523197 V836 Tau 0 Y ... 29.10 ± 2.40 8 M0.8 14 $-{0.33}_{-0.10}^{+0.09}$ $-{0.22}_{-0.14}^{+0.12}$ −2.36 ± 0.09 168.76 ± 1.24
J05044139+2509544 CIDA 8 0 Y ... 7.70 ± 1.60 8 M3.7 14 $-{0.67}_{-0.20}^{+0.17}$ $-{0.63}_{-0.29}^{+0.18}$ −2.82 ± 0.12 169.99 ± 2.38
J05052286+2531312 CIDA 9 A 1 Y 2.3006 33.80 ± 1.69 7 M1.8 14 $-{0.42}_{-0.09}^{+0.10}$ $-{0.36}_{-0.11}^{+0.14}$ −2.24 ± 0.08 171.08 ± 2.62
J05052286+2531312 CIDA 9 B 2 Y 2.3006 <0.42 7 M4.6 14 $-{0.84}_{-0.22}^{+0.20}$ $-{0.89}_{-0.36}^{+0.28}$ <−4.02 171.08 ± 2.621
J05062332+2432199 CIDA 11 −1 N ... <0.36 7 M4/4.5 43/8 $-{0.43}_{-0.19}^{+0.19}$ $-{0.46}_{-0.36}^{+0.22}$ <−4.37 138.80 ± 18.703
J05074953+3024050 RW Aur A 1 Y 1.4201 27.20 ± 2.20 8 K0 14 ${0.20}_{-0.04}^{+0.08}$ ${0.64}_{-0.07}^{+0.14}$ −2.77 ± 0.13 138.80 ± 18.703
J05074953+3024050 RW Aur B 2 Y 1.4201 4.40 ± 0.80 8 K6.5 14 $-{0.18}_{-0.02}^{+0.07}$ ${0.00}_{-0.03}^{+0.10}$ −3.40 ± 0.14 138.80 ± 18.703
J05075496+2500156 CIDA 12 0 Y ... 1.16 ± 0.09 11 M3.7 14 $-{0.67}_{-0.20}^{+0.17}$ $-{0.63}_{-0.29}^{+0.18}$ −3.68 ± 0.10 164.15 ± 2.39

Notes.

aRole values: 0 = verified single, −9 = unknown, 1 = primary, 2 = secondary, 3 = tertiary, 4 = quaternary, −1 = SB primary, −2 = SB secondary. bSeparation, flux, and spectral type references: (1) White & Ghez (2001), (2) Kraus & Hillenbrand (2012), (3) Correia et al. (2006), (4) Kraus & Hillenbrand (2009a), (5) Kraus et al. (2011), (6) Kraus & Hillenbrand (2007), (7) This work, (8) Andrews et al. (2013), (9) Paper I, (10) Hardy et al. (2015), (11) Ward-Duong et al. (2018), (12) Furlan et al. (2011), (13) Luhman (2004), (14) Herczeg & Hillenbrand (2014), (15) Briceño et al. (1998), (16) Hartigan & Kenyon (2003), (17) Luhman (2006), (18) Luhman et al. (2003), (19) Briceño et al. (2002), (20) Hartigan et al. (1994), (22) Canty et al. (2013), (23) Cieza et al. (2012), (24) Luhman et al. (2006a), (25) Luhman et al. (2009b), (26) Beck (2007), (27) Espaillat et al. (2010), (28) Duchêne et al. (1999), (29) Monin et al. (1998), (30) White & Hillenbrand (2004), (31) White et al. (1999), (32) Prato et al. (2002), (33) Schaefer et al. (2012), (34) Walter et al. (2003), (35) Luhman et al. (2009a), (36) Luhman et al. (2010), (37) Slesnick et al. (2006), (38) T. L. Esplin et al. (2019, in preparation), (39) Martín (2000), (40) Kenyon et al. (1998), (41) Mathieu et al. (1997), (42) Dahm & Lyke (2011), (43) Kenyon & Hartmann (1995). cDistance flag: none: direct Gaia match; 1: used brightest Gaia source within 8'' for companions in multiple systems 2: No Gaia distance or high RUWE, used weighted mean of Gaia distance stars in our sample within 30'; 3: no Gaia detections within 30' in our sample, used median Class II sample Gaia distance and standard deviation of 138.8 ± 18.7 pc.

A machine-readable version of the table is available.

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For most of our ALMA data, the 3σ non-detection limit is ∼0.35 mJy which corresponds to a total disk mass limit of 4 × 10−5 M = 4 × 10−2 MJup ≈ MUranus for a spectral type of M3. Even at this sensitivity level, we have detected no new circumbinary disks, suggesting that circumbinary disks are not a common outcome of the binary star formation process or that they dissipate by an age of 1–2 Myr.

3.2. CO Emission

Because our observing strategy was tailored for a large survey and focused on detecting continuum emission, our exposure times are not sufficient to detect CO(2–1) emission from the faint disks that form the majority of our new detections. Of 26 systems where we detect continuum emission (Section 2), we detect CO from only 16 of them, and then usually from only one component in the system, so we are unable to do any meaningful statistical analysis on the CO emission. Nonetheless, since some of our systems do show evidence of CO emission, in the Appendix we provide some brief notes about the detected sources, and we provide peak fluxes and rms values from the integrated CO emission in Table 8.

3.3. Stellar Properties

In order to compare the results from the ALMA survey with the population of Class II stars in Taurus, we need stellar properties for all 211 of the Class II stars. For consistency, we followed the same procedure for all stars, even those not observed by ALMA. First, we compiled spectral types from the literature, trying wherever possible to go to the original references (listed in Table 4) rather than adopting spectral types referenced in other compilations. If the only available reference for a star's spectral type gave a range of types, we adopted the middle of that range, e.g., for a spectral type given as M3–M5 we adopted M4. Using these spectral types, we followed the approach of Ward-Duong et al. (2018) to determine stellar masses and luminosities. More specifically, we converted spectral types to effective temperatures using the scale from Herczeg & Hillenbrand (2014). Two of our sources have spectral type M9.25, while the Herczeg & Hillenbrand (2014) effective temperature scale stops at M9. For these sources, we adopted a simple linear extrapolation of the M7–M9 temperatures, resulting in an adopted effective temperature of 2545 K for these two sources, 25 K cooler than M9. For all sources, we adopted an assumed spectral type uncertainty of ±1 spectral subclass, and translated that into an uncertainty on effective temperature. We then adopted an assumed age of 1 Myr for Taurus, consistent with the finding of Kraus & Hillenbrand (2009b) that 1–2 Myr is a good fit to the cluster sequence. We used that age and the effective temperature to determine a stellar mass and luminosity for each star from the models of Baraffe et al. (2015) for Teff ≤ 4210 K and the MIST models from Choi et al. (2016) for Teff > 4210 K. In all cases, we used cubic spline interpolation between tabulated values, and propagated the spectral type uncertainty into the uncertainties we quote for M and L (Table 4).

4. Analysis

4.1. Defining a Sample for Statistical Analysis

As noted above, we included only systems categorized as Class II in assembling the target list for our survey. For binary and multiple systems, the system was included if only one classification was available, as is the case for most close binaries, but we rejected systems where one component has been clearly classified as Class I or Class III. The only multiple systems eliminated by these criteria are T Tau (triple), V773 Tau (triple), UX Tau (quadruple), and 2MASS J04554757+3028077/2MASS J04554801+3028050, a 6'' binary where the primary is a Class III star and both components have no millimeter detection. UX Tau was excluded after the observations were taken, so its data are presented in Tables 2 and 4. To rigorously define a sample for statistical analysis, we consider stellar mass and multiplicity status. The detailed criteria and cutoffs for these categories are described in the subsections below, and Table 5 gives the counts and detection fractions. To standardize our comparisons and analysis, we have assembled fluxes, derived stellar masses and luminosities (Section 3.3), and calculated disk masses for all Class II objects in Taurus, including those that are not included in our statistical sample (Table 4). The flux values come primarily from this work and from the compilation of Andrews et al. (2013), supplemented by more recent ALMA data or limits where available (Hardy et al. 2015; Ward-Duong et al. 2018; Paper I).

Table 5.  Sample Size and Detection Rates

Sample Total mm Detections Detection Percentage
All Class II 211 151 72%
M6 or earlier 189 143 76%
Singles 65 52 80%
Binaries
All primaries 30 29 97%
All secondaries 30 24 80%
Wide primaries 12 12 100%
Wide secondaries 12 10 83%
Close primaries 18 17 94%
Close secondaries 18 14 78%

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4.2. Stellar Mass

Although our input target list was complete in Class II systems to a spectral type of M8, the fact that one of our requested observing blocks was not observed resulted in a substantial number of lower-mass single stars still having 1.3 mm flux upper limits of 1 to ∼20 mJy, significantly worse than the ALMA detections and limits. To avoid biased conclusions from these upper limits, we have defined a stellar mass cutoff above which at least 75% of the stars have been detected. For both single and binary stars, this stellar mass cutoff is 0.06 M or a spectral type of M6. In practice, the only binary systems that this eliminates from the statistical sample are FU Tau, an isolated pair of brown dwarfs on the edge of the Taurus cloud (Luhman et al. 2010), and DH Tau, a system where the companion may be of planetary mass (Itoh et al. 2005; Luhman et al. 2006b; Bonnefoy et al. 2014). We did not observe FU Tau with ALMA, and the millimeter upper limits from previous observations of this system are not particularly sensitive, especially given the very low mass of the pair. However, all new observations, regardless of stellar mass, are listed in Tables 2 and 4.

4.2.1. Single-star Sample

In order to isolate the effects of multiplicity on disk properties as cleanly as possible, it is essential to define our single-star comparison sample carefully. Past practice (including in some of our own work) has often been to assume that stars not previously shown to be binary could be treated as single. However, high-resolution observations of T Tauri stars have continued to uncover previously unknown companions, particularly at smaller separations and/or lower masses than previously detected.

Thus, we have taken extra care in this work to define our comparison sample of single stars. For a given star to be included in the single-star sample, we require that there be published observations that were sensitive to stellar companions with separations as close as 20 au (roughly 0farcs14 at the distance of Taurus). We drew limits on companions primarily from Kraus et al. (2011, 2012), who give limits on companions out to 30'', with a handful of systems from other papers. While it is possible that there remain a small number of undetected companions in our single-star sample, we are confident that it is largely free of stellar mass companions, especially those expected to have a large effect on disks.

In addition to the high-resolution imaging observations, we require that there be a published millimeter flux or upper limit, which was available for all sources. After applying the stellar mass limits discussed above, our final sample of single stars consists of 65 stars, designated with a "0" in the Role column and a "Y" in the Sample column in Table 4.

4.2.2. Binary and Multiple-star Sample

For our analysis of the effects of multiplicity, we restrict the binary sample to stars that are strictly binary (only two stars in the system) and that could be resolved by the spatial resolution of these observations (>0farcs18), excluding triples and higher-order multiples to avoid the ambiguity of the influence of both close and wide pairs in the same system. For this binary statistical sample, we require that both stars in the system have been observed with high spatial resolution, applying the same criterion as for the single-star sample above. The outer cutoff was set at a projected separation of 30'' (4200 au) following Kraus & Hillenbrand (2009a) as this is the separation in Taurus at which the frequency of chance alignments becomes significant. This results in a sample of 30 binaries. In Table 4 the primaries are designated with a "1" and the secondaries with a "2" in the Role column, and those in the statistical sample with a "Y" in the Sample column.

For the binary comparisons, we define the primary star as the star with the highest stellar mass. To divide the binary sample into wide and close pairs, we used a projected separation value of 1'' or ∼140 au. This is based partly on surveys that show a typical continuum disk size of ∼50–100 au but also results in a reasonable number of systems in each sub-sample for statistical comparison. The total number of stars and the number of detections in each of these categories (single, wide binary, close binary) are given in Table 5. Within this sample, all detection fractions are above 75%, even for the closest binaries (0farcs11–0farcs4 or 15–60 au).

4.3. Statistical Calculations

After applying the definitions of single and binary given above, as well as the stellar mass criteria, we have a sample of 125 stars: 65 single stars, and 60 stars in 30 binary pairs. The millimeter flux detection fraction for this sample is 80% or higher for each category of single, primary, or secondary. This detection fraction is substantially higher than for previous surveys; by comparison, the detection fraction above M6 in Andrews et al. (2013) was 58% and the detection fraction in multiple systems in Harris et al. (2012) was 28%–37%. This detection efficiency gives us more fidelity in comparing the influence of binarity on the millimeter flux and therefore on the disk mass.

To quantitatively compare the properties of the samples, we used the R statistical package, in all cases using routines for censored data to account for the upper limits in millimeter flux. The results from these statistical analyses are given in the following sections. From the survival package we used the log rank test from the survdiff function for two-sample comparisons, and the Kaplan–Meier (KM) maximum likelihood estimator in the survfit function to compare the distribution functions. We used the cenken function to calculate the Kendall's τ correlation coefficient between the primary and secondary disk to stellar mass ratios, and to estimate the slope of any correlation.

4.4. Accounting for Stellar Mass in Comparing the Samples

As previously shown in several studies in Taurus (Harris et al. 2012; Andrews et al. 2013; Pascucci et al. 2016) the millimeter flux and derived disk mass depend on the stellar mass. We see the same impact of stellar mass with the addition of our ALMA detections and more stringent disk mass limits at lower stellar masses (Figure 6). In applying the two-sample test to the 1.3 mm flux distribution of single, primary, and secondary sources, we see the same results as Harris et al. (2012); the distributions of single and primary star fluxes are similar (p = 0.95), while the secondary fluxes arise from a different sample than the singles (p = 0.027) or the primaries (p = 8.3 × 10−3) (Table 6). We also fit a linear regression to the millimeter flux as a function of stellar mass separately for our single-star and binary samples (Figure 7). We followed the same procedure as Andrews et al. (2013), using the LINMIX_ERR MCMC algorithm of Kelly (2007), as implemented in the Python package linmix by Josh Myers. The slopes are consistent with each other and broadly consistent with those found by Andrews et al. (2013) and Pascucci et al. (2016) (1.73${}_{-0.27}^{+0.27}$ for single stars and ${1.93}_{-0.39}^{+0.42}$ for binary stars), but the intercepts of the two samples are clearly different (${1.80}_{-0.18}^{+0.17}$ for the single stars and ${1.26}_{-0.18}^{+0.17}$ for the individual stars in binary systems), with a lower millimeter flux for the stars in binaries at a given stellar mass.

Figure 7.

Figure 7. Linear regression fits to the separate samples of single stars (purple) and stars in binary systems (green). The shaded areas show the 68% confidence regions around the fits.

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Table 6.  Two-sample Comparisons

Sample p-value
  M* Fν Mdisk/M* ${M}_{\mathrm{disk}}/{M}_{* }^{1.3}$
Singles/Primaries 3.5 × 10−5 0.95 0.015 0.0089
Singles/Secondaries 0.26 0.027 3.0 × 10−3 0.0037
Primaries/Secondaries 6.3 × 10−5 8.3 × 10−3 0.60 0.98
Singles/Wide 0.0050 0.93 0.18 0.11
Singles/Close 0.037 0.032 1.8 × 10−4 2.3 × 10−4
Wide/Close 0.072 0.034 0.044 0.050

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However, the stellar mass distributions of primary, secondary, and single stars are different from each other, which in turn influences their disk properties. Thus, to fully understand the comparison of single and binary stars, it is important to take into account the underlying stellar populations. For the sample as defined here, including the stellar mass cutoff at M6, the stellar masses for the singles and primaries are drawn from different samples (p = 3.5 × 10−5, Table 6). This is easily seen in plots of the KM estimator of the cumulative distribution; the single stars span the complete mass range, but the distribution of primary stars has a lower mass cutoff at 0.25 M (Figure 8). Unsurprisingly, the distribution of primary stellar masses is also distinct from (and on average larger than) that of secondary stellar masses. There are some differences between the stellar mass distributions between the wide and close binaries, particularly the wide and close secondaries. This difference may be due to the small number of objects in each of our binary separation categories, as a much larger study by Kraus et al. (2011) of 90 Taurus binaries showed no correlation between the mass ratio distribution and the separation distribution.

Figure 8.

Figure 8. Kaplan–Meier estimator of the cumulative distribution of stellar masses for our statistical analysis sample, displayed in various ways. In this and the following plots, the shaded region shows the ±1σ confidence region around the estimated distribution. The difference between primary and secondary star stellar masses is more prominent among the wider binaries.

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While the millimeter flux distribution plots (Figure 9) match previous work (Harris et al. 2012; Andrews et al. 2013), we also looked at other metrics to further investigate the role of stellar mass. Fitting a linear regression to the disk mass as a function of the stellar mass, using the same procedure as for flux above, yields slopes and intercepts of ${1.26}_{-0.26}^{+0.26}$ and −2.32 ± 0.17 for the single stars and ${1.52}_{-0.40}^{+0.41}$ and −2.85 ± 0.18 for the binary stars. These slopes are consistent with Andrews et al. (2013) and, while the slopes are consistent within 1σ, the confidence intervals around the best-fit lines are clearly distinct from each other (similar to what is shown for the fluxes in Figure 7), with the singles having larger typical disk masses at a given stellar mass. We compared the samples of single, primary, and secondary stars for both $\mathrm{log}\left({M}_{\mathrm{disk}}/{M}_{\star }\right)$ and $\mathrm{log}\left({M}_{\mathrm{disk}}/{M}_{\star }^{1.3}\right)$ with the results given in Table 6. For both metrics, the single stars are drawn from a different population than either the primaries or the secondaries, while the primary and secondary stars are consistent with being drawn from the same population. As the statistics are similar between these two metrics, we have used $\mathrm{log}\left({M}_{\mathrm{disk}}/{M}_{\star }\right)$ in our plots to facilitate comparison with works examining other star formation regions such as Chamaeleon (Pascucci et al. 2016). We note that our observed similarity of $\mathrm{log}\left({M}_{\mathrm{disk}}/{M}_{\star }\right)$ for primary and secondary stars is a different result than found in previous work (e.g., Harris et al. 2012). The difference may result from our much higher detection rate among low-mass stars, both among the single stars and the secondaries.

Figure 9.

Figure 9. Millimeter fluxes for singles and binaries in the statistical sample, divided in various ways as noted. As seen in previous work, the components of close binaries have significantly lower millimeter fluxes than either single stars or the components of wide binaries.

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The previously reported tendency for the disks around primary stars to be brighter than disks around secondaries at millimeter wavelengths is largely an artifact of their greater stellar masses; when the different stellar masses of primaries and secondaries are accounted for, there is no clear difference in the distribution of their disk properties.

4.5. The Influence of Binary Separation

Both the two-sample comparison (Table 6) and the KM plots (Figures 9 and 10) show that the millimeter flux and disk mass of wide (>140 au) binaries are much closer to those of single stars than close binaries. This impact on the disk properties of the binary separation has been seen previously (Jensen et al. 1996; Harris et al. 2012). Our more sensitive survey finds that many close binary systems do have disks, but with lower flux than their wider separation counterparts. In Figure 11 we plot the ratio of the secondary to primary disk mass and the total (primary + secondary) 1.3 mm flux as a function of projected separation. In this sample, close binaries tend to have roughly equal mass disks, while wide binaries have a much wider range of disk mass ratios. In both plots, the point size is scaled to the stellar mass ratio, with larger points corresponding to more equal stellar mass ratios. There is no obvious correlation with stellar mass ratio in either of these plots.

Figure 10.

Figure 10. Disk/stellar mass ratio. Note that primary and secondary stars have indistinguishable distributions of disk mass once we normalize by the stellar mass (panel (a)), and that both are clearly lower than single star disks. In addition, the closer binaries as a group not only have lower millimeter fluxes than single stars (as seen in the previous figure), but also lower disk/star mass ratios. Comparing panel (b) in this and the previous figure, scaling by stellar mass also reveals more of a difference between singles and wide binaries in the disk/star mass ratio than seen in the flux alone, indicating that even the wider binary disks may have been influenced by multiplicity.

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Figure 11.

Figure 11. Left: disk mass ratio (secondary/primary) plotted against projected separation for the binary star sample as defined in Section 4.2.2. The symbol size is scaled to the stellar mass ratio, with larger points for binaries with equal mass ratios. Right: the total 1.3 mm flux vs. the projected separation for the binary sample.

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One unresolved question with the smaller flux from binary disks is whether this is due to intrinsically smaller disks, perhaps due to truncation, or to different disk structure. Recent studies by Tripathi et al. (2017) and Andrews et al. (2018) have used resolved disk samples to constrain the contribution of optically thick emission and have confirmed the disk size/luminosity relation previously inferred from smaller samples. These samples were specifically constructed to exclude close binary stars and it would be instructive to compare the disk size between our single and binary samples. However, while our ALMA data for the close binaries have sufficient angular resolution to resolve or constrain the disk size, this is not the case for the majority of the wide binaries and single stars. For instance, of the 66 stars in our singles sample, only 16 have sufficient data to be included in the Andrews et al. (2018) study. Additional high-resolution observations of the complete single and wide binary sample would allow a comparison of disk size with the same categories as our flux comparisons.

In the plot of total system flux as a function of separation (Figure 11), there is a clear trend of higher total flux for larger separations; in our sample, the median flux for the close (15–140 au) binaries is 4.7 mJy, while the median flux for the 140–4200 au binaries is 22.4 mJy. Harris et al. (2012) used different separation divides of <30, 30–300, and >300 au and included pairs from higher-order multiples. Given our sample definition, we only have two systems in their lowest bin, but using the same definitions for the two larger bins, we see roughly the same factor of 5 increase in flux.

4.6. Comparison of Primary and Secondary Disks

In comparing the properties of the primary and secondary circumstellar disks, we note several properties from this sample.

  • 1.  
    The two-sample tests indicate that the Mdisk/M values for primary and secondary stars are consistent with being drawn from the same distribution (p = 0.60). As noted in Section 4.4, both of these samples are drawn from a different population than the single stars for this parameter. The KM plots show that Mdisk/M is systematically higher for the single stars (Figure 10). Dividing the binaries into wide and close samples instead shows that the wide binaries are closer to the single distribution, but are still systematically lower. Previous studies have shown this negative impact on disk mass for multiple systems (Jensen et al. 1996; Harris et al. 2012; Cox et al. 2017) but here we show that as a function of stellar mass, both the primary and secondary millimeter fluxes and disk masses are systematically lower than for single stars (see also Figure 7).
  • 2.  
    It has been shown in previous large studies of Taurus and other star formation regions that, while the disk mass is generally correlated with stellar mass, there is roughly an order of magnitude scatter in disk mass around this relationship (Andrews et al. 2013; Ansdell et al. 2016; Barenfeld et al. 2016; Pascucci et al. 2016). If this scatter is due to physical quantities or processes that vary across the star formation region but are constant on scales of stellar binaries, we would expect the disk mass ratio and the stellar mass ratio in binary systems to be correlated. The left panel of Figure 12 plots this relation for our binary sample, with the diagonal line tracing equal ratios. Consistent with Paper I, these binary systems show no correlation between disk mass ratio and stellar mass ratio, for either wide or close systems. Using the Kendall's τ correlation, the p-value for no correlation is 1 for the wide systems and 0.3 for the close. This lack of correlation can be explained in two ways: (1) The parameters that cause the scatter in the general disk–stellar mass relation vary on scales of less than 30 au or (2) the processes controlling the disk mass in binary formation are different than those for single stars and apply even to binaries with separations much larger than the canonical disk size. We note that the scatter is both above and below the equality line; i.e., for some systems the primary disk is more massive than expected from the stellar mass ratio, while in others the secondary disk is more massive than expected.
  • 3.  
    The sensitivity and angular resolution of our ALMA observations have resulted in a much higher detection rate for secondary components than found by previous surveys in Taurus (Harris et al. 2012; Paper I). In these Class II binaries, the primary disk mass does not dominate the total disk mass in the binary system (Figure 11). The average fractional disk mass for the primary compared to the total disk mass in the binary is 62%, with our assumption of optically thin emission. While there are binaries where ${M}_{\mathrm{disk},\mathrm{secondary}}\lt 0.1\,{M}_{\mathrm{disk},\mathrm{primary}}$, there are also three systems where the ratio of the secondary to primary disk mass is significantly (>2σ) higher than one. These systems span the range of projected separations, but in each case the spectral types are at least three sub-classes apart, so the primary and secondary stellar masses are significantly different. These systems contradict the predictions of binary star formation by Bate (2000) that in general, the primary disk will have more mass than the secondary disk; however, these models do not include disk evolution. The three systems are listed here.
    • (a)  
      CZ Tau: Only the secondary disk is detected for CZ Tau and the secondary/primary disk mass limit is >3.1. The position of the source we detect with ALMA has an uncertainty of less than 20 mas (Table 2) and is located at a separation of 0farcs397 and position angle of 87fdg5 from the source detected in Gaia DR2 (Gaia Collaboration et al. 2018), to be compared with the separation of 0farcs317 and position angle of 88fdg1 ± 1fdg1 reported by White & Ghez (2001). If the single Gaia detection is the primary, then the position of the ALMA source agrees well with the expected position of the secondary based on past observations, with a modest separation change due to orbital motion as we see for most other systems in this separation range (Table 3). If Gaia were seeing the secondary, then the source we see with ALMA would be 180° from where the primary should be but coincidentally at the same separation. The spectral types are M3 and M6.
    • (b)  
      CoKu Tau 3: Both components of this binary were detected in Paper I and the spectral types are M0.5 and M4.3. The secondary/primary disk mass ratio is 4.4 ± 1.6.
    • (c)  
      GI/GK Tau: These disks were both detected in previous surveys. GK Tau is the primary with a spectral type of K6.5 while GI Tau has a spectral type of M0.4. The secondary/primary disk mass ratio is 2.5 ± 0.8.
  • 4.  
    A different probe of the relationship between the primary and secondary disks is to compare Mdisk/M within the binary system; i.e., if the primary has a low or high value of Mdisk/M, is that also seen for the secondary? This comparison is shown in the right panel of Figure 12. As can be seen, the wide and close binaries follow different patterns. To confirm this, we used the Kendall's τ relation to test the correlation for the two samples, and the Akritas–Theil–Sen method to find the estimated slope, again using the R routine cenken. The slopes and correlation coefficients τ are given in Table 7, where τ = 0 corresponds to no correlation and the p-value is reported for no correlation being present (i.e., a low p-value represents the presence of a correlation). For all binaries, there is no correlation between the primary and secondary ratios (τ = 0.08, p = 0.53). Analyzing the wide and close samples separately, the τ and p-values indicate there is a correlation. However, while the close binaries are positively correlated, the wide binaries are negatively correlated. That is, in wide binary systems, if the primary has a high value of Mdisk/M, the secondary preferentially has a low value of Mdisk/M. One possible explanation is that if close binaries have disks that accrete from a common envelope, whatever mechanism controls the division of mass between the disk and the star operates similarly for both stars. On the other hand, for the wider binaries, the mass accretion process may be competitive, and if the primary disk receives more mass relative to the star, this could result in less relative disk mass for the secondary.

Figure 12.

Figure 12. Left: Ratio of disk mass (secondary/primary) for each binary system plotted against the stellar mass ratio. Close binaries (<100 au) are plotted in pink, while wide binaries are plotted in green. The dashed line represents the equal ratios between the x and y axes and is not a fit to the data. Right: Log Mdisk/M for the secondary star plotted against the same ratio for the primary star.

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Table 7.  Correlation Tests of Primary versus Secondary Disk/Stellar Mass Ratios

Sample Slopea Kendall's τ pb
All 0.22 0.08 0.53
Wide −0.48 −0.35 0.12
Close 0.62 0.37 0.031

Notes.

aNonparametric slope estimate from the Akritas–Theil–Sen method. bProbability that no correlation is present.

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5. Conclusion

We have conducted a survey of Class II sources in Taurus with ALMA and made 21 new detections. Combining our data with those of previous surveys, the detection fraction for Class II stars in Taurus is now above 70% for stars in both single and multiple systems. This high detection fraction makes this sample ideal for comparison of disk properties, particularly the impact of multiplicity. We find the following properties for disks around Class II stars in Taurus.

  • 1.  
    Comparing the observed flux as a function of stellar mass for single, primary, and secondary disks, the single stars clearly have a higher flux level, while primary and secondary stars have the same flux levels for a given spectral type. Previous studies that showed similar flux levels for single and primary stars for a similar range of binary separations did not control for the difference in stellar mass distributions between the single and primary star populations. Similarly, in comparisons of Mdisk/M, single stars are drawn from a different population than both primary and secondary stars, while primary and secondary stars appear to be drawn from the same population.
  • 2.  
    The disk mass from the primary star accounts for 62% of the total mass on average and thus does not dominate the total disk mass for these Class II binary systems. The range of disk mass ratios spans almost three orders of magnitude, although the stellar mass ratios only span one order of magnitude. For three binaries in our sample, the circumsecondary disk mass is higher than the circumprimary disk mass and this occurs across a range of projected separations.
  • 3.  
    Most close (<140 au) binaries do have circumstellar disks around one or both components, but these disks are significantly less massive than around wider binaries or single stars. This applies even to the closest binaries in our sample (15–60 au) where the detection fraction is 87% for both primaries and secondaries. We detect no circumbinary disks; if there is any circumbinary material in these systems, it must be extremely tenuous to have escaped detection in this survey.
  • 4.  
    In close (<140 au) binaries the values of Mdisk/M for the primary and secondary stars are correlated, but in wide binaries, they are anti-correlated.

This paper makes use of the following ALMA data: ADS/JAO.ALMA#2013.1.00105.S and ADS/JAO.ALMA#2015.1.00392.S. ALMA is a partnership of ESO (representing its member states), NSF (USA) and NINS (Japan), together with NRC (Canada), NSC and ASIAA (Taiwan), and KASI (Republic of Korea), in cooperation with the Republic of Chile. The Joint ALMA Observatory is operated by ESO, AUI/NRAO and NAOJ. The National Radio Astronomy Observatory is a facility of the National Science Foundation operated under cooperative agreement by Associated Universities, Inc.

J.M.C. acknowledges support from the National Aeronautics and Space Administration under grant No. 15XRP15_20140 issued through the Exoplanets Research Program. We thank Adam Kraus, Lisa Prato, and Gail Schaefer for helpful discussions, and Kim Ward-Duong and Jenny Patience for sharing their results before publication. We thank K. Luhman for communicating results in advance of publication.

This research made use of Astropy, a community-developed core Python package for Astronomy (The Astropy Collaboration et al. 2018); matplotlib, a Python library for publication quality graphics (Hunter 2007); NASA's Astrophysics Data System; and the SIMBAD database, operated at CDS, Strasbourg, France.

Facility: ALMA. -

Appendix: Notes on CO Emission from Individual Sources

Peak fluxes and rms values from the integrated CO emission are presented in Table 8. Here we briefly discuss the sources detected in CO.

  • 2MASS J04295950+2433078: Weak CO detection.
  • CIDA 9 (J05052286+2531312): This source is strongly detected and spatially resolved in the continuum map and the CO emission shows a clear detection and east–west velocity trend (Figure 5).
  • DP Tau: The CO emission is extended along the binary position angle, similar to what is seen in the continuum (Figure 1), suggesting that there is CO associated with both components.
  • FX Tau: The primary source, detected in the continuum, is also detected in CO. The CO emission centroid is offset by ∼0farcs08 from the continuum centroid; this appears to be the emission from one side of the disk, with the other side's emission falling at velocities that are similar to those where absorption from the molecular cloud is seen in other sources in Taurus, and thus presumably absorbed by the cloud.
  • GG Tau: CO emission associated with both the central source and the large circumbinary ring is clearly detected, though our sensitivity to this low surface brightness emission is not nearly as good as previously published ALMA CO data; see Phuong et al. (2018).
  • GH Tau: The western source is weakly detected in CO.
  • Haro 6–28: There are weak CO detections at the positions of both binary components. As with FX Tau, it appears that only half of the primary's disk is detected, with the other half at velocities that are absorbed by the cloud.
  • Haro 6–37: We detect component C (NE at 2farcs7) in CO, as in the continuum. CO emission is not apparent until velocities ≳8 km s−1, suggesting that half of the disk emission may be absorbed by the cloud, as with some other sources. There is some complicated emission structure at higher velocities. The position angle of the emission is roughly 20°.
  • HN Tau: Very compact CO detection with a possible velocity gradient at PA ∼ 135°.
  • ITG 33A: The source detected in the continuum map is also weakly detected in CO.
  • IRAS 04187+1927: Modest CO detection with a possible velocity gradient at PA of roughly 100°.
  • UX Tau: The CO emission from the ring (Figure 4) shows a clear rotational signature, with the northern edge receding.
  • V807 Tau: There is a clear CO detection of the primary, though many channels are affected by cloud absorption.
  • V710 Tau: Only the northern source is detected in the continuum, and CO emission is present at that position as well, with a velocity gradient at a position angle of roughly 250°.
  • VY Tau: The primary source detected in the continuum map is also marginally detected in CO.
  • XZ Tau: Complicated emission pattern; both sources seen in the continuum map appear to be detected, but there is additional structure present in the CO emission.

Table 8.  CO Detections

Source Peak Flux rms
  (Jy beam−1 km s−1)
CIDA 9 (J05052286+2531312) 0.284 0.049
DP Tau 0.323 0.066
FX Tau 0.292 0.043
GG Tau 0.295 0.043
GH Tau 0.159 0.038
Haro 6–28 0.134/0.152 0.041
Haro 6–37 0.253 0.043
HN Tau 0.749 0.058
IRAS 04187+1927 0.452 0.058
ITG 33A 0.192 0.065
J04295950+2433078 0.267 0.060
UX Tau 0.467 0.039
V807 Tau 0.343 0.039
V710 Tau 0.810 0.058
VY Tau 0.239 0.076
XZ Tau 0.631/0.469 0.048

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10.3847/1538-4357/aaff6a