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A Catalog of Known Galactic K-M Stars of Class I Candidate Red Supergiants in Gaia DR2

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Published 2019 June 18 © 2019. The American Astronomical Society. All rights reserved.
, , Citation M. Messineo and A. G. A. Brown 2019 AJ 158 20 DOI 10.3847/1538-3881/ab1cbd

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1538-3881/158/1/20

Abstract

We investigate individual distances and luminosities of a sample of 889 nearby candidate red supergiants (RSGs) with reliable parallaxes (ϖ/σϖ > 4 and RUWE < 2.7) from Gaia Data Release 2 (DR2). The sample was extracted from the historical compilation of spectroscopically derived spectral types by Skiff, and consists of K-M stars that are listed with class I at least once. The sample includes well-known RSGs from Humphreys, Elias et al., Jura & Kleinmann, and Levesque et al. Infrared and optical measurements from the Two Micron All Sky Survey, Catalog of Infrared Observations (CIO), Midcourse Space Experiment, Wide-field Infrared Survey Explorer, MIPSGAL, Galactic Legacy Infrared Midplane Extraordinaire (GLIMPSE), and The Naval Observatory Merged Astrometric Dataset catalogs allow us to estimate the stellar bolometric magnitudes. We analyze the stars in the luminosity versus effective temperature plane and confirm that 43 sources are highly probably RSGs with ${M}_{\mathrm{bol}}$ < −7.1 mag. Of the stars in the sample, 43% have masses >7 M. Another ≈30% of the sample consists of giant stars.

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1. Introduction

The Milky Way is the closest laboratory for resolved stellar populations and a prototype of spiral galaxies. Nonetheless, our position within the disk and dust obscuration render its study difficult. Red supergiants (RSGs) are the brightest stars seen at infrared wavelengths because they are young and cold objects with typical luminosities above 104 ${L}_{\odot }$. RSGs are tracers of stellar populations from 4 to 30 Myr, with masses from about 9 to 40 M (e.g., Ekström et al. 2012; Chieffi & Limongi 2013); from their numbers and luminosities one can evaluate Galactic star formation in this range of time. The distribution of known spectral types of Galactic RSGs peaks at spectral types M0–M2 (Elias et al. 1985; Davies et al. 2007).

Having said that, the current census of RSGs, including M types, is highly incomplete, with little being known about their spatial distribution (see, for example, Davies et al. 2009; Messineo et al. 2016). At optical wavelengths, catalogs of RSGs have been compiled by locating bright late-type stars in the directions of OB associations. Humphreys (1978) listed 92 RSGs, Elias et al. (1985) listed 90 RSGs, Levesque et al. (2005) analyzed the spectra of 62 RSGs, Jura & Kleinmann (1990) listed ≈135 RSGs, and Gehrz (1989) predicted at least 5000 RSGs. Overall, less than 1000 Galactic late-type stars of class I are known, with only about 400 RSGs. Their detection is extremely difficult because their colors are similar to those of giant late-type stars and knowledge on their distances is poor, and because their colors and magnitudes overlap with those of the more numerous asymptotic giant branch (AGB) stars (from low masses to super-AGBs of 9–10 M). Furthermore, even though associations and clusters make it easier to detect massive stars, it appears that only ≈2% of inner Galaxy supergiants are associated with stellar clusters (Messineo et al. 2017). Pulsation properties and chemical abundances are required for identifying the stage of evolution and the nuclear burning that has occurred.

Gaia data allow us to classify individual stars by providing their distances. We prepared a catalog of bright late-type stars reported at least once with class I, i.e., as stars of K- or M-type and luminosity class I in the spectroscopic catalog of Skiff (2014), and with data from Gaia DR2. Historical spectroscopic records provided spectral types that in combination with Gaia parallaxes and photometric data enabled us to measure the stellar luminosities. With that in hand, we were able to extract a catalog of genuine stars of luminosity class I and to derive average magnitudes per spectral type. In Section 2, we describe the sample, their parallaxes, and available infrared measurements. In Section 3, we estimate the stellar luminosities and provide average values per spectral type. In Section 4, we summarize the results of our exercise.

2. Observational Data

2.1. The Sample and Available Spectral Types

We compiled a list of about 1400 K-M stars of class I with latitudes $| b| \lt 10^\circ $ from the historical records of stellar spectral types by Skiff (2014).3 All late-type stars with at least one classification as luminosity class I were retained. In addition, we cross-matched Skiff's list with existing Galactic compilations of RSGs, e.g., Humphreys (1978), Elias et al. (1985), Kleinmann & Hall (1986), Jura & Kleinmann (1990), Caron et al. (2003), Levesque et al. (2005), Figer et al. (2006), Davies et al. (2008), and Verhoelst et al. (2009). We also made use of the recent Galactic spectroscopic catalogs of bright late-type stars by Blum et al. (2003), Comerón et al. (2004), Clark et al. (2009), Liermann et al. (2009), Rayner et al. (2009), Negueruela et al. (2010, 2011), Verheyen et al. (2012), Dorda et al. (2016), Messineo et al. (2017), and Dorda et al. (2018). Sources with available spectral types and good parallaxes (see Section 2.2) are listed in Table 1. For sources listed in these recent catalogs, spectral classifications provided in the corresponding papers have been retained (see footnotes to Table 1). The catalog by Skiff (2014) collected spectroscopic classifications of Galactic stars available from the literature, with some entries dating back to 1930–1950. For each star, one to a dozen entries were available. For stars for which only one reference is given (that to Skiff's database) we listed a spectral type range as well as the adopted spectral type, which is the mean (or most recent) of the measured spectral types.

Table 1.  Parallaxes and Spectral Types of the 889 Stars with ϖ/σϖ > 4 and RUWE < 2.7

        Gaia Sptype Distance Cluster
Id Alias R.A.(J2000) Decl.(J2000) ID ϖ pmRa pmDec G Vela Sp(Skiff) Sp(adopt) Ref Inv MW  
    [hh mm ss] [dd mm ss]   (mas) (mas yr−1) (mas yr−1) (mag) (km s−1)       (pc) (pc)  
1 PER002 0:00:18.123 60:21:01.538 423337510285997440 1.32 ± 0.07 −6.831 ± 0.081 −1.540 ± 0.089 6.784 ± 0.002 M4.5 Ib 4 743 ${744}_{-31}^{+33}$
2 PER006 0:02:59.105 61:22:05.344 429500547840721536 0.98 ± 0.04 −1.181 ± 0.059 −1.221 ± 0.056 8.490 ± 0.001 −45.580 ± 0.190 M3 Ib 4 990 ${992}_{-34}^{+36}$
3 PER008 0:06:38.571 58:02:18.208 422677631507971840 0.82 ± 0.08 −3.328 ± 0.099 −3.282 ± 0.089 9.598 ± 0.002 M5 Ib 4 1176 ${1183}_{-98}^{+117}$
4 PER010 0:09:26.327 63:57:14.090 431678852171577216 0.40 ± 0.07 −3.633 ± 0.098 −0.372 ± 0.110 6.768 ± 0.012 −54.300 ± 0.530 M2 Iab 4 2350 ${2355}_{-314}^{+423}$
5 KN Cas 0:09:36.363 62:40:04.091 429999760479435520 0.29 ± 0.06 −1.850 ± 0.077 −1.817 ± 0.059 8.356 ± 0.002 M1 Ib 1, 5, 9 3131 ${3082}_{-416}^{+558}$ Cas OB5
6 PER012 0:12:21.655 62:53:33.738 431331097263392384 0.95 ± 0.04 −1.455 ± 0.043 −2.351 ± 0.044 6.914 ± 0.000 −35.120 ± 0.150 K0 Iab 1,4 1025 ${1026}_{-27}^{+29}$
7 PER015 0:15:01.100 66:06:50.122 528168213046737024 2.16 ± 0.04 5.334 ± 0.048 −5.527 ± 0.046 7.231 ± 0.001 −32.050 ± 0.180 K3 Ib 4 456 ${456}_{-7}^{+7}$
8 PER019 0:18:26.380 60:54:09.149 428817510598195584 0.42 ± 0.04 −2.826 ± 0.049 −1.200 ± 0.044 7.795 ± 0.001 −49.280 ± 0.170 M1 Iab 4 2222 ${2220}_{-144}^{+165}$
9 PER022 0:20:43.560 61:52:46.537 430464235421496320 0.81 ± 0.09 −1.599 ± 0.104 −0.334 ± 0.094 5.760 ± 0.002 −29.740 ± 0.320 M1 Iab 4,8 1188 ${1198}_{-107}^{+130}$
10 BD + 59 38 0:21:24.278 59:57:11.155 428379733171150336 0.53 ± 0.07 −3.470 ± 0.084 −0.924 ± 0.070 7.966 ± 0.005 −55.570 ± 0.850 M2/M2 Iab/I 1, 2, 5, 8, 9 1778 ${1783}_{-184}^{+230}$ Cas OB4

Notes. The identification number (Id) is followed by an Alias name, the Gaia coordinates, the Gaia parameters (name = ID, parallax = ϖ and its external error (σϖ), proper motions, G-band magnitude, Vel), the spectral types (Sp(Skiff)) collected by Skiff (2014), the adopted spectral type (Sp(adopt)), references for the spectral types (Ref), distances, and nearby clusters. Sp(adopt) is that of the first reference listed, which is $\ne 1$. When only Skiff's reference is present (=1), an average spectral type from Skiff's records is adopted and the encountered spectral range is annotated (Sp(Skiff)). When Levesque et al.'s (2005) reference is present (=2), two values are provided, the photographic MK type and class, and the new type by Levesque et al. (2005) (revised by fitting synthetic models). "Inv" distances are obtained by inversion of the parallaxes; "MW" distances and relative errors are those of Bailer-Jones et al. (2018), and are based on a prior derived from a Milky Way model. Extra notes based on checks and private communication with Skiff during the printing of this manuscript: CD-57 3502 is a wrong alias in Elias et al. (1985), with the entry can be ignored. The correct star is CPD -57 3502 (B. A. Skiff 2019, private communication). HD 142686 is wrong alias in Humphreys et al. (1978), and the entry can be ignored. The correct star is HD 142696 (B. A. Skiff 2019, private communication). CPD-59 4549 is wrong alias in Humphreys et al. (1978), and the entry can be ignored. The correct star is CD-59 4459 (B. A. Skiff 2019, private communication). Due to a format issue, some classes from Dorda et al. (2018) are not correct (e.g., Ib-II is truncate as Ib). This does not affect the results. See also https://somethingaboutrsgstars.wordpress.com/errata.

aSpectroscopic radial velocity in the solar barycentric reference frame.References: (2) Levesque et al. (2005), (3) Verhoelst et al. (2009), (4) Dorda et al. (2018), (5) Dorda et al. (2016), (6) Kleinmann & Hall (1986), (7) Elias et al. (1985), (8) Jura & Kleinmann (1990), (9) Humphreys (1978), (10) Messineo et al. (2017), (11) Messineo et al. (2014), (12) Negueruela et al. (2012), (13) Negueruela et al. (2011), (14) Rayner et al. (2009), (15) Liermann et al. (2009), (16) Mermilliod et al. (2008), (17) Messineo et al. (2008), (18) Mengel & Tacconi-Garman (2007), (19) Caron et al. (2003), (20) Massey et al. (2001), (21) Eggenberger et al. (2002).

Only a portion of this table is shown here to demonstrate its form and content. A machine-readable version of the full table is available.

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2.2. Available Parallaxes

Gaia data were taken from the recently released Gaia DR2 catalog (Gaia Collaboration et al. 2016, 2018), which contains 1.7 billion sources. Typically, for parallaxes of stars brighter than G = 14 mag, quoted uncertainties are about 0.04 mas, ≈0.1 mas for G = 17 mag, and ≈0.7 mas for G = 20 mag (see Luri et al. 2018). Luminous late-type stars are characterized by brightness fluctuations due to convective motions and pulsation. The photocenters do not correspond to the stellar barycenters, but fluctuate around it (e.g., Chiavassa et al. 2011; Pasquato et al. 2011). This motion in general does not lead to systematic parallax errors; however, it degrades the goodness of fit of the astrometric solution (Chiavassa et al. 2011).

Initial celestial positions were taken from the catalog of Skiff (2014) and SIMBAD (Cambrésy et al. 2011) and improved with the positions of available Two Micron All Sky Survey (2MASS) matches. Gaia matches were searched using a radius of 1farcs5. This resulted in 1342 Gaia sources, providing matches for 96% of the initial sample of late-type stars.

For 7.5% of the sample, parallaxes were available from both the Gaia DR2 and Hipparcos catalogs (ESA 1997); the mean difference of parallaxes is 0.08 mas, with a dispersion around the mean of 1.21 mas for stars with Gaia parallaxes larger than 2 mas.

2.2.1. Astrometric Quality Filtering and the Best Sample

The goal of this work is to build a catalog of secure known K-M stars of class I candidate RSGs in Gaia DR2, and therefore to derive their average absolute magnitude for each spectral type. This means that here we calculate the luminosity of the candidate RSGs by direct integration of their stellar energy distribution (SED), independently of colors or other information that might be obtained from the spectral energy distribution. Hence, we rely on the Gaia DR2 parallax only to estimate the distances of the sources in our sample. In order to make sure the corresponding luminosity estimates are robust we will apply a rather conservative filtering on the quality of the parallax data, as described in the following.

Throughout the text we indicate with σϖ the external error of the parallax,4 which is defined as ${\sigma }_{\varpi }(\mathrm{ext})\,=\sqrt{{k}^{2}\times {\sigma }_{\varpi }{\left(\mathrm{int}\right)}^{2}+{\sigma }_{s}^{2}}$, where σϖ(int) is the internal error provided by DR2, k = 1.08 and σs = 0.021 mas for G <13 mag (bright), and k = 1.08 and σs = 0.043 mas for G ≳ 13 (faint).

In order to select sources with good quality astrometry we analyzed the ϖ/σϖ ratio and the so-called renormalized unit weight error (RUWE) which the Gaia team recommends using instead of the filtering on the unit weight error described in Appendix C of Lindegren et al. (2018). The RUWE can be calculated using lookup tables available from the ESA Gaia webpages (see footnote 3) and it is described in detail in a publicly available technical note (Lindegren et al. 2018). In Figure 1 we show the RUWE as a function of G for all the sources in our sample.

Figure 1.

Figure 1. Value of the RUWE vs. the apparent brightness in G for all the sources in our sample. The two lines indicate the limits RUWE = 1.4 (in red) and RUWE = 2.7 (in gray). The large brown dots indicate stars for which ϖ/σϖ(ext) > 4, while the dark green crosses indicate stars for which no color information is available from Gaia DR2.

Standard image High-resolution image

Stars for which ϖ/σϖ > 4 are indicated separately, as well as stars for which no color information is available (for which the value of the RUWE is less certain, this concerns 52 out of the 1342 sources in the sample). From this figure it is clear that most sources for which ϖ/σϖ > 4 have a RUWE value below 1.4 (the threshold value recommended in Lindegren et al. 2018). A few stars with high signal-to-noise parallax values are located at 1.4 < RUWE < 2.7. This suggests that a more relaxed filtering at RUWE < 2.7 is adequate for RSGs, so as to retain the brightest stars for which the RUWE values may be affected by photocenter motions.

We further restricted our sample to stars with ϖ/σϖ > 4 in order to ensure robust distance estimates. We explain this in the next section. In the end, we thus retained 889 sources with ϖ/σϖ > 4 and RUWE < 2.7. The parallax range of the sources after filtering is 0.19–7.53 mas.

2.3. Distance Estimates

The proper use of parallaxes in the distance estimation problem has been extensively reviewed in the context of Gaia DR2 by Luri et al. (2018). Their recommendation is not to use the inverse of the parallax as a distance indicator but to combine the parallax with other information and treat the estimation of distance as an inference problem. In our case we wish to use only the parallax in order to establish the luminosity of our stars independent from other information and in that case the Bayesian distance estimation method proposed by Bailer-Jones (2015), in particular using the exponentially decreasing space density prior, is a good choice (Luri et al. 2018). We will use the distances estimated by Bailer-Jones et al. (2018) for our selection of source with good quality and precise parallaxes, for the following reasons. For parallaxes with ϖ/σϖ(ext) > 4 the Bailer-Jones et al. (2018) distances by design give essentially the same result as the 1/ϖ estimator, because for any reasonable length scale, L, of the exponentially decreasing space density prior, the likelihood dominates the posterior on the distances. At larger relative parallax error, the prior plays a stronger role, which would make our luminosity class estimates somewhat dependent on the Galactic model employed as a prior by Bailer-Jones et al. (2018). We verified that for our sources the relative differences between the 1/(ϖ − ϖ0)5 and Bailer-Jones et al. (2018) distance estimates are less than 5% (see Figure 2), with no trends as a function of the value of L. A summary of relative differences between the 1/(ϖ − ϖ0) and the Bailer's distances (RBJ) is provided in Table 2.

Figure 2.

Figure 2. Gaia data. Parallactic distances inferred with the Milky Way model by Bailer-Jones et al. (2018) vs. parallactic distances from direct inversion of the parallaxes. The filled dots mark data points with ϖ/σϖ(ext) > 4; in cyan: RUWE < 1.4; in orange: 1.4 < RUWE ≲ 2.7; and in red: RUWE > 2.7. The dotted line shows the points of the equation rBJ − (1000/(ϖ − ϖo)) = 0 pc.

Standard image High-resolution image

Table 2.  Average Difference of the Distances Provided by Bailer-Jones et al. (2018), $\langle {R}_{\mathrm{BJ}}\rangle $ and Distances from Direct Inversion of the Parallaxes for Stars with ϖ/σϖ(ext) > 2, 3, 4, 5, and 10

    All dist > 3.5 kpc
ϖ/σϖ Nstars Δ(dist) σ $\langle {\rm{\Delta }}({\rm{M}}1)\rangle $ σ $\langle {\rm{\Delta }}({\rm{M}}2)\rangle $ σ Δ(dist) σ $\langle {\rm{\Delta }}({\rm{M}}1)\rangle $ σ $\langle {\rm{\Delta }}({\rm{M}}2)\rangle $ σ
    (pc) (pc) (mag) (mag) (mag) (mag) (pc) (pc) (mag) (mag) (mag) (mag)
2 1075 −5.58 123.74 0.017 0.093 0.63 0.56 −289.04 316.95 −0.13 0.11 0.96 0.25
3 981 2.78 44.44 0.014 0.045 0.51 0.38 −124.94 105.35 −0.06 0.04 0.82 0.18
4 891 3.98 22.42 0.011 0.026 0.45 0.25 83.72 47.32 0.05 0.03 0.70 0.08
5 805 5.22 13.13 0.01 0.02 0.39 0.20 −58.394 23.28 −0.03 0.01 0.62 0.01
10 379 2.92 2.59 0.006 0.007 0.21 0.10  

Note. Δ(dist) = $\langle {R}_{\mathrm{BJ}}-1000/(\varpi -{\varpi }_{0})\rangle $. $\langle {\rm{\Delta }}({\rm{M}}1)\rangle $ is the difference in the distance moduli inferred with the two distances $\langle {R}_{\mathrm{BJ}}\rangle $ and $\langle 1000/(\varpi -{\varpi }_{0})\rangle $. $\langle {\rm{\Delta }}(M2)\rangle $ is the difference in the distance moduli of the high and low distances inferred by Bailer-Jones et al. (2018). The line in bold indicates the value of $\varpi /{\sigma }_{\varpi }$ at which $\langle {\rm{\Delta }}(M1)\rangle $ is always less than 5%.

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Using the distance estimates from Bailer-Jones et al. (2018) even for our sample with very precise parallaxes has the added advantage that the uncertainties on the distance estimates (as well as on the distance moduli used below) are well defined. On the contrary, the 1/ϖ distance estimator follows a probability distribution that cannot be normalized and thus has no expectation value or variance. Parallax uncertainties propagated into distance uncertainties (σd ≈ σϖ/ϖ2) are thus formally meaningless for the 1/ϖ distance estimator (see Luri et al. 2018).

2.3.1. RSGs Related to Clusters and Radio Parallaxes

In this work, we treated the stars individually. However, in Table 1 we have annotated possible associations with known clusters, which is based on current literature. Only 13% of the sample was found to be associated. Memberships are not the focus of this work as they require an extensive and careful revision of each open cluster. For example, with Gaia DR2 data doubt is cast even upon the association of η Car with the young cluster Trumpler 16 (Davidson et al. 2018).

The 22 RSGs reported in Table 1 as being associated with the Per OB1 association yield an average ϖ + 0.029 =0.51 mas with a dispersion around the mean of 0.13 mas, or an average ϖ + 0.029 = 0.54 mas with a dispersion of 0.11 mas when including only the best-quality sources. The annual parallax of maser spots measured toward S Persei is 0.413 ± 0.017 mas (Asaki et al. 2010). Unfortunately, the Gaia parallax of S Persei (G = 7.80 mag) has a large uncertainty, ϖ = 0.22 ± 0.13 mas, RUWE = 1.27, ϖ/σϖ(ext) = 1.67. Zhang et al. (2012) and Choi et al. (2008) reported on astrometric observations of H2O masers around the RSG VY Canis Majoris (G = 7.17 mag). The trigonometric parallax is 0.88 ± 0.08 mas, corresponding to a distance of ${1.14}_{-0.09}^{0.11}$ kpc. Unfortunately, Gaia measurements are highly uncertain (ϖ <−5.92 ± 0.89 mas, RUWE = 17.19).

The red hypergiant VX Sgr (G = 7.17 mag) has a trigonometric parallax of 0.64 ± 0.04 mas, corresponding to a distance of ${1.56}_{-0.10}^{+0.11}$ kpc (via water maser observations, Xu et al. 2018). Chen et al. (2007) estimated a distance of 1.57 ± 0.27 kpc with SiO maser observations. The Gaia parallax is ϖ = 0.79 ±0.27 mas, ${1.36}_{-0.41}^{+1.02}$ kpc (RUWE = 1.96, ϖ/σϖ(ext) = 3.17). VX Sgr remains outside our selected 889 stars because of its low ϖ/σϖ; however, the radio parallax and Gaia parallax agree within 23%.

The RSG PZ Cas (G = 6.64 mag) has an annual parallax of 0.356 ± 0.026 mas, corresponding to a distance of ${2.81}_{-0.19}^{+0.22}$ kpc (from water maser observations, Kusuno et al. 2013). Gaia measurements are consistent within errors (ϖ = 0.42 ±0.09 mas, ${2.22}_{-0.36}^{+0.53}$ kpc, RUWE = 1.06, ϖ/σϖ(ext) = 4.67). PZ Cas is listed in Table 1. The radio and Gaia parallaxes agree within 18%.

2.4. Photometric Catalog

Photometric JHKs measurements from the 2MASS catalog (Cutri et al. 2003; Skrutskie et al. 2006) were available for 97% of the sample in Table 1. Their Ks values range from −4 mag to about 12.5 mag. Of the Ks magnitudes, 43% are brighter than Ks = 4 mag, and magnitudes are based on the fitting of the wing of the PSF on the 51 ms exposures (red flag Rk = 3, see Table 1). For 6.5% of these stars, we were also able to retrieve J, H, and K measurements in the Catalog of Infrared Observations, CIO 5th edition, by Gezari et al. (1996); the average difference at 2 μm is 0.13 mag with σ = 0.14 mag. For the remaining 2.7% of the sample with missing near-infrared measurements, we used the photometry of Morel & Magnenat (1978), Liermann et al. (2009), Messineo et al. (2010), and Stolte et al. (2015). For the faintest star OGLE BW3 V 93508 (K = 13.9 mag) the measurements are from Lucas et al. (2008).

For 78% of the stars, mid-infrared measurements from the Midcourse Space Experiment (MSX, Price et al. 2001; Egan et al. 2003) were available. For 27% of the sample, 24 μm measurements from MIPSGAL by Gutermuth & Heyer (2015) were available. For 32% of the sample, there were GLIMPSE measurements (Benjamin et al. 2005; Churchwell et al. 2009); for 96%, mid-infrared measurements from 3.6 to 22 μm were available from the Wide-field Infrared Survey Explorer (WISE) (Wright et al. 2010). We used an initial search radius of 5'' and selected the closest matches. The MSX matches were at an average distance of 1farcs3 with σ = 0farcs9 from the 2MASS positions; the WISE matches at an average distance of 0farcs4 (σ = 0farcs4). The Gaia positions were searched to within 1farcs5 of the 2MASS positions, and have an average displacement of 0farcs17 and a σ = 0farcs13 from the 2MASS centroids; 2MASS stars are the closest matches to the Gaia sources and also the brightest Ks sources. Matches were confirmed with a visual inspection of 2MASS and WISE images, as well as of the SED. Notes on the matches are provided in the Appendix.

BVR photometry was retrieved from The Naval Observatory Merged Astrometric Dataset (NOMAD) (Zacharias et al. 2005). The photometric data for the subsample of 889 stars with good parallaxes are listed in Table 3.

Table 3.  Infrared Measurements of the Bright Late-type Stars in Table 1

  2MASSa CIO GLIMPSE MSX WISE MIPS NOMAD Nstarb
ID J Rj Qj H Rh Qh KS Rk Qk J H K [3.6] [4.5] [5.8] [8.0] A C D E W1 W2 W3 W4 [24] B V R
  1.2     1.6     2.2     1.25 1.65 2.20 3.6 4.5 5.8 8.0 8.3 12.1 14.6 21.3 3.4 4.6 11.6 22.1 23.7
  (mag)     (mag)     (mag)     (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag)
1 3.56 3 D 2.64 3 C 2.18 3 D 1.87 1.86 1.62 1.97 1.79 10.15 8.48 7.60 110
2 5.53 1 A 4.62 1 A 4.30 1 A 4.17 4.19 4.05 4.21 4.06 11.49 9.75 8.87 110
3 5.81 1 A 4.86 1 E 4.48 1 A 4.30 4.37 4.32 4.29 4.11 16.46 10.50 110
4 3.21 3 D 2.15 3 D 1.73 3 D 1.81 0.17 −0.42 −0.39 −1.18 −0.23 −1.22 10.22 8.37 7.49 110
5 5.25 1 A 4.53 3 D 4.29 3 D 3.74 3.60 3.80 3.68 3.73 3.53 11.30 9.57 8.69 110
6 5.03 3 D 4.08 3 D 3.64 1 E 3.48 3.44 3.53 3.40 3.55 3.47 9.25 7.55 6.67 110
7 4.53 3 D 3.66 3 C 3.36 3 D 3.27 3.39 3.25 3.34 3.23 10.11 8.20 7.32 110
8 4.79 3 D 3.74 3 D 3.25 3 D 2.98 2.77 2.69 3.06 2.99 2.60 11.41 9.10 8.53 110
9 3.12 3 D 2.26 3 C 1.88 3 D 1.75 1.53 1.44 1.37 1.45 1.65 1.48 8.82 6.85 5.97 110
10 4.58 3 D 3.43 3 D 2.71 3 D 0.97 0.28 0.45 −0.12 0.50 −0.12 11.82 9.66 8.94 110

Notes. The identification number (Id) is followed by the 2MASS JHK measurements with corresponding red flags (Rj, Rh, Rk) and quality flags (Qj, Qh, Qk), CIO JHK magnitudes, MSX A, C, D, E magnitudes, WISE W1, W2, W3, W4 magnitudes, MIPS 24 μm magnitude, the NOMAD BVR magnitudes, and the Nstar value. A few WISE and MSX measurements were discarded (see the Appendix).

aIf the 2MASS quality flags are equal to "M" the measurements have other origins specified in the Appendix. bNstar = XYZ, where X = number of MSX detected within the search radius; Y = number of WISE stars within the search radius; and Z = number of GLIMPSE stars with 8 μm magnitudes <10 within the search radius. A value of 9 indicates that the counter is not available.

Only a portion of this table is shown here to demonstrate its form and content. A machine-readable version of the full table is available.

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3. Luminosities

3.1. Bolometric Magnitudes

We estimated the stellar luminosities using the photometric measurements, an extinction power law with an index of 1.9 (Messineo et al. 2005), and the distance moduli derived from the Gaia parallaxes. For spectral types from K0 to M5, intrinsic JKs and HKs colors were taken from Koornneef (1983). For M6–M9 types, intrinsic colors were derived from the colors of giants (e.g., Koornneef 1983; Montegriffo et al. 1998; Cordier et al. 2007), and the average offset between the colors of giants and supergiants of types M3–M5 were applied. Bolometric corrections to the absolute K-magnitudes were provided by Levesque et al. (2005). In addition to this calculation, we performed a direct flux integration using the JHKs measurements, and the mid-infrared measurements from MSX, WISE, GLIMPSE, and MIPSGAL. Measurements were dereddened with extinction ratios as described in Messineo et al. (2005). The integral under the SED was estimated with the trapezium method; flux extrapolations at the red extremes were performed with a linear interpolation passing through the last reddest data point and going to zero flux at 500 μm, while for those at the blue extreme (bluer than J-band) we used a blackbody extrapolation (see Messineo et al. 2017). Red extrapolation contains about 5‰ of the flux. The average difference between the ${M}_{\mathrm{bol}}$ calculated with the ${{BC}}_{{K}_{{\rm{S}}}}$ and those calculated by integrating under the SED is 0.05 mag, with a σ = 0.18 mag. Inferred ${M}_{\mathrm{bol}}$ values are listed in Table 4.

Table 4.  Properties of Bright Late-type Stars from Table 1

Id Sp.Type Class(adopt) Area Teff JKs HKs ${A}_{{K}_{{\rm{s}}}}$(JK) ${A}_{{K}_{{\rm{s}}}}$(HK) ${\mathrm{BC}}_{{K}_{{\rm{s}}}}$ a Ksob Mbolc Mbol2d DMe Mbol-Qf Vo R
        (K) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag) (mag)   (mag) (R)
1 M4.5 Ib E 3535.00 ± 170.00 1.25 0.30 0.07 ± 0.19 0.24 ± 0.47 2.89 2.11 ± 0.31 $-{4.35}_{+0.32}^{-0.33}$ $-{4.24}_{+0.25}^{-0.26}$ ${9.36}_{+0.09}^{-0.10}$ 2 7.88 175
2 M3 Ib F 3605.00 ± 170.00 1.16 0.28 0.03 ± 0.01 0.06 ± 0.03 2.84 4.27 ± 0.02 $-{2.87}_{+0.10}^{-0.10}$ $-{2.76}_{+0.09}^{-0.09}$ 9.98 ${}_{+0.08}^{-0.08}$ 2 9.45 85
3 M5 Ib F 3450.00 ± 170.00 1.30 0.32 0.01 ± 0.01 0.09 ± 0.06 2.96 4.47 ± 0.02 −2.94 ${}_{+0.20}^{-0.22}$ −2.83 ${}_{+0.20}^{-0.21}$ 10.36 ${}_{+0.19}^{-0.21}$ 1 96
4 M2 Iab A 3660.00 ± 170.00 1.06 0.25 0.22 ± 0.18 0.24 ± 0.48 2.80 1.51 ± 0.29 −7.55 ${}_{+0.43}^{-0.47}$ −7.54 ${}_{+0.38}^{-0.42}$ 11.86 ${}_{+0.31}^{-0.36}$ 2 6.39 716
5 M1 Ib B 3745.00 ± 170.00 1.00 0.22 −0.02 ± 0.22 0.03 ± 0.70 2.73 4.29 ± 0.46 −5.42 ${}_{+0.56}^{-0.59}$ −5.35 ${}_{+0.36}^{-0.39}$ 12.44 ${}_{+0.32}^{-0.36}$ 2 9.57 256
6 K0 Iab D 4185.00 ± 85.00 0.58 0.12 0.43 ± 0.15 0.46 ± 0.40 2.40 3.21 ± 0.15 −4.45 ${}_{+0.17}^{-0.17}$ −4.36 ${}_{+0.25}^{-0.25}$ 10.06 ${}_{+0.06}^{-0.06}$ 1 3.68 131
7 K3 Ib F 3985.83 ± 170.00 0.72 0.15 0.24 ± 0.18 0.23 ± 0.44 2.55 3.11 ± 0.29 −2.63 ${}_{+0.30}^{-0.30}$ −2.58 ${}_{+0.23}^{-0.23}$ 8.30 ${}_{+0.03}^{-0.03}$ 2 6.02 62
8 M1 Iab B 3745.00 ± 170.00 1.00 0.22 0.29 ± 0.21 0.40 ± 0.58 2.73 2.97 ± 0.37 −6.03 ${}_{+0.41}^{-0.41}$ −5.93 ${}_{+0.29}^{-0.29}$ 11.73 ${}_{+0.15}^{-0.16}$ 2 6.53 339
9 M1 Iab B 3745.00 ± 170.00 1.00 0.22 0.13 ± 0.18 0.24 ± 0.43 2.73 1.75 ± 0.28 −5.91 ${}_{+0.35}^{-0.36}$ −5.82 ${}_{+0.30}^{-0.31}$ 10.39 ${}_{+0.20}^{-0.22}$ 2 5.70 321
10 M2 I B 3660.00 ± 170.00 1.06 0.25 0.43 ± 0.23 0.70 ± 0.55 2.80 2.27 ± 0.37 −6.18 ${}_{+0.44}^{-0.46}$ −6.15 ${}_{+0.36}^{-0.37}$ 11.26 ${}_{+0.24}^{-0.26}$ 2 5.78 381

Notes. The identification number (Id) from Table 1 is followed by the spectral type and class adopted from the literature, Sp(adopt) and Class(adopt), by the area occupied in the ${M}_{\mathrm{bol}}$ versus Teff plot (Area), the Teff value, the intrinsic JKs and HKs colors, the extinction ${A}_{{K}_{{\rm{s}}}}$(JK) and ${A}_{{K}_{{\rm{s}}}}$(HK) derived from the JK and HK colors, the adopted ${\mathrm{BC}}_{{K}_{{\rm{s}}}}$, the dereddened Ks, Kso, two estimates of bolometric magnitudes, the DM obtained with the distances of Bailer-Jones et al. (2018), a flag for best near-infrared photometry (Mbol-Q), the dereddened V magnitude, Vo, and the stellar radius (R) estimated with the equation of Josselin & Plez (2007). A few ${A}_{{K}_{{\rm{s}}}}$ values are negative. No extinction correction was applied for these stars.

aFor BCK, values are calculated with the formula of Levesque et al. (2005) and a typical error of 0.06 mag is assumed (average difference between the BCK values of two spectral types). bThe errors on the Kso values are estimated by propagating the photometric errors and the ${A}_{{K}_{{\rm{s}}}}$ errors. cThe Mbol values are obtained with the BCK; their errors are estimated by propagating the errors on Kso, BCK, and DMs. dThe Mbol2 values are obtained via integration under the SED (see Section 3.1). Errors are estimated by lowering the curve by subtracting the photometric errors, and by lifting up the curve by adding the photometric curve. The DM error is then added by Taylor's propagation law. eDM is here the distance module obtained with the Bailer distance. Its error is obtained using the quoted high and low values from Bailer-Jones et al. (2018). fMbol-Q is set to unity when ϖ/σϖ > 4 and RUWE < 2.7 (889 sources), and set to 2 when ϖ/σϖ > 4 and RUWE < 2.7 and JHKs quality flags are A (2MASS) or B (2MASS) or C (2MASS) or D (2MASS) or M (HST photometry).

Only a portion of this table is shown here to demonstrate its form and content. A machine-readable version of the full table is available.

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We estimated dereddened BV photometry, Vo and Bo, using the estimated ${A}_{{K}_{{\rm{s}}}}$ and assuming R = 3.1 and the extinction ratios in Messineo et al. (2005).

3.2. Luminosity Classes and Nuclear Burnings

The MK system was established in 1943 by Morgan and Keenan, and it is an empirical system for the stellar spectral classification. It is based on a known atlas of standard stars with spectral types and luminosity classes (Morgan et al. 1943). Stellar spectra are classified by direct comparison with spectra of standard stars observed at the same resolution and with the same instrument. Through quantitative spectral analysis one can estimate gravity, g, or Teff; however, such quantities are external to the definition of MK system itself. While spectroscopic indicators of luminosity for dwarfs and evolved late-type stars are at our disposal from atomic lines and molecular bands, the separation of giants and supergiants remains difficult. Furthermore, spectroscopic optical and infrared classifications may provide somewhat different results (Gray & Corbally 2009); supplementary information on distances, luminosities, and chemical composition is necessary.

Higher extinction renders the MV versus Bo − Vo unsuitable for studies of the inner Galaxy, and it is useful to translate the optical quantities into infrared quantities and theoretical quantities. Furthermore, it is useful to look at these diagrams by keeping in mind which types of nuclear burnings may occur.

AGBs and RSGs are cold objects with similar ranges of effective temperatures, and therefore spectral types. They overlap in luminosity. AGB stars can even be brighter than RSGs, and it is not known a priori from the luminosity classes the type of internal nuclear burnings or their distances.

AGB stars are stars of low or intermediate masses (≲9 M) burning helium and hydrogen in shells, with a degenerate core of CO. AGB stars from 6.5 to 9.5 M experience off-center nuclear burnings and from 9 to 10 M can even reach an iron core state and evolve into neutron stars.

As Iben (1974) writes, massive stars are stars that do not develop a strongly electron-degenerate core until all exoergic reactions have run to completion at the center. RSGs are massive stars from ≈9 to ≈40 M (Ekström et al. 2012). Most of them are burning He when they reach the RSG phase. For an RSG of 9 M models predict ${M}_{\mathrm{bol}}$ from −4.5 to −6.8 mag and spectral types from K0 to M4.5, while for an RSG of 25 M, models predict ${M}_{\mathrm{bol}}$ ≈ −8.8 mag and spectral type K5 (see Table 5). Observations closely follow the new evolutionary tracks by Ekström et al. (2012). The ${M}_{\mathrm{bol}}$ values of the ≈90 Galactic RSGs recently analyzed by Levesque et al. (2005) range from ${M}_{\mathrm{bol}}$ = −3.63 mag to ${M}_{\mathrm{bol}}$ = −10.36 mag.

Table 5.  Summary of ${M}_{\mathrm{bol}}$ and Temperatures of Galactic Massive Cool Stars (RSGs) and Other Cool Stars of Low and Intermediate Masses

Mass Age_to_red T_red Phase ${M}_{\mathrm{bol}}$ Teff Sp. Type Comments
M  (Myr) (Myr)   (mag) (K)    
0.6–0.8     tip-rgb [−3.6, −3.8]     Observed range in globular clusters (Ferraro et al. 2000)
1.35–1.7     tip-rgb [3.4]     Rot. tracks by Ekström et al. (2012)
<2.0 − 2.8     tip-rgb [−3.5, −3.7]     He-flash theory for Z = 0.01 (Sweigart et al. 1990)
      AGB-Mira [−5.0, −7.1]     Observed bulge stars in Alard et al. (2001)
      AGB-Mira   <3500 M4–M9 Observed range in the Bulge (Blanco et al. 1984)
0.85a 11.8a   AGB-Mira   <3500 M4–M5 Observed range in old 47 Tuc (Glass & Feast 1973; Skiff 2014)
      AGB-SR [−2.5, −5.0]     Observed. Bulge stars in Alard et al. (2001)
1 11250 12 AGB [ − 3.61, − 4.03]     ${M}_{\mathrm{bol}}$ during E-AGB and TP-AGB by Vassiliadis & Wood (1993)
2 1236 9 AGB [ − 3.78, − 4.90]     ${M}_{\mathrm{bol}}$ during E-AGB and TP-AGB by Vassiliadis & Wood (1993)
3.5 230 3 AGB [ − 5.17, − 5.65]     ${M}_{\mathrm{bol}}$ during E-AGB and TP-AGB by Vassiliadis & Wood (1993)
5 95 1.4 AGB [ − 5.91, − 6.22]     ${M}_{\mathrm{bol}}$ during E-AGB and TP-AGB by Vassiliadis & Wood (1993)
7     S-AGB [−6.86]     minimum ${M}_{\mathrm{bol}}$ b Doherty et al. (2015)
8     S-AGB [−7.20]     minimum ${M}_{\mathrm{bol}}$ b Doherty et al. (2015)
9     S-AGB [−7.60]     minimum ${M}_{\mathrm{bol}}$ b Doherty et al. (2015)
9.8     S-AGB [−7.86]     minimum ${M}_{\mathrm{bol}}$ b Doherty et al. (2015)
3 417   S-AGB [−0.3, −1.7] 4850–4300 >K0 Rot. tracksc by Ekström et al. (2012)
5 111   S-AGB [−2.3, −4.4] 4600–3800 >K0–M0 Rot. tracksc by Ekström et al. (2012)
7 52   S-AGB [−3.5, −5.9] 4400–3550 >K0–M3.5 Rot. tracksc by Ekström et al. (2012)
9 32 3.7 RSG [−4.5, −6.8] 4200–3500 K0–M4.5 Rot. tracks by Ekström et al. (2012)
12 20 2.0 RSG [−6.0, −7.4] 3900–3550 K4–M3.5 Rot. tracks Ekström et al. (2012)
15 12.5 1.0 RSG [−7.3, −7.9] 3750–3600 M1–M2 Rot. tracks Ekström et al. (2012)
20 9.9   RSG [−8.2] 3774 M0.5 Rot. tracks Ekström et al. (2012)
25 8.0   RSG [−8.79] 3836 K5 Rot. tracks Ekström et al. (2012)
      RSG [−3.63, −10.36]     Observed range by Levesque et al. (2005)

Notes.

aAge of 47 Tuc (Brogaard et al. 2017). bDuring the interpulse phase. cEvolved up the early asymptotic giant branch.

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A few observational luminosity benchmarks of late-type stars of low and intermediate masses are useful here. The tip of red giant branch stars in Galactic globular clusters occurs at ${M}_{\mathrm{bol}}$ = −3.6 to −3.8 mag in metal-rich globular clusters, such us 47 Tuc (e.g., Ferraro et al. 2000); members brighter than that are thermally pulsing TP-AGBs. The maximum luminosity that more massive AGB stars can reach is about −7.1 mag (Vassiliadis & Wood 1993). Very massive AGB stars may experience hot-bottom burning, which further increases their luminosity, but this phenomenon primarily affects metal-poor populations and is thus expected to only moderately affect the Milky Way disk population. The latest models of Doherty et al. (2015) predict that a super-AGB of 9 M would reach ${M}_{\mathrm{bol}}$ < −7.6 mag. Therefore, AGBs do have a large overlap in luminosity with RSGs, and may enter the luminosity classes Ia, Ib, and Ib-II; for example, as pointed out by the kind referee, α Her is an AGB of 2–3 M with class Ib-II (Moravveji et al. 2013), and NGC 6067 hosts several AGBs of 6 M with types K0-K4 and classes Iab-Ib, Iab-Ib, and Ib (Alonso-Santiago et al. 2017).

However, observationally we can see that field AGB stars in the Baade's Windows with ${M}_{\mathrm{bol}}$ from ≈−5.0 to −7.1 mag are large-amplitude pulsators (Miras) (e.g., Alard et al. 2001), and generally have late-M spectral types, M4-M9 (i.e., Teff cooler than 3500 K, Blanco et al. 1984; Alard et al. 2001); similarly, the 4 Mira stars (V1-V4) at the tip of the red branch of the globular cluster 47 Tuc have spectral types M4-M5 (Glass & Feast 1973; Skiff 2014). By contrast, semiregular AGB pulsators are typically fainter than Mira AGBs: −2.5 ≳${M}_{\mathrm{bol}}$ ≳ −5.0 mag, while Miras have −3.6 ≳ ${M}_{\mathrm{bol}}$ ≳ −7 mag (e.g., Alard et al. 2001).

In conclusion, only stars brighter than ${M}_{\mathrm{bol}}$ ≈ −7.5 mag (masses >15 M) are certain RSGs; late-type stars earlier than M4 and with ${M}_{\mathrm{bol}}$ ≲ −5.0 mag are expected to have masses ≳5–7 M. For field late-type stars fainter or redder than that, AGB stars are the dominant population when ${M}_{\mathrm{bol}}$ <−3.6 mag (see Table 5).

3.2.1. Reference RSGs

We consider as reference RSGs those stars included in the catalogs of Kleinmann & Hall (1986), Levesque et al. (2005), Caron et al. (2003), Jura & Kleinmann (1990), Elias et al. (1985), and Humphreys (1978). These sources are expected to be RSGs because they are located in the direction of OB associations. In the top left panel of Figure 3, we show their luminosities, log(L/${L}_{\odot }$), versus Teff (theoretical plane); in the bottom panel, we show their absolute and dereddened Ks, Kso−DM versus Jo − Kso (observational plane); DM is the distance moduli. By comparison with the stellar tracks, we estimated initial masses from about 7 to 25 M (Ekström et al. 2012). Among them, the brightest star appears to be SW Cep with ${M}_{\mathrm{bol}}$ = −8.42 mag. MY-Cep is the only M7.5 I included in the sample. A few stars were discarded as reference RSGs because they appeared too faint for luminosity class I (${M}_{\mathrm{bol}}$ > −3.6 mag, as shown in Figure 3); those stars are IRC+40105, 6 Aur, 1 Pup, sigOph, IRC +00328, 33 Sgr, 12 Peg, BD+47 3584, 56 Peg (Jura & Kleinmann 1990), CD-57 3502 (Elias et al. 1985), CPD-59 4549, HD 142686, and HD 150675 (Humphreys 1978).

Figure 3.

Figure 3. Top left panel: luminosities vs. Teff values of reference RSGs (from class Ia to Ib), i.e., of the subsample of stars in Table 1 with given class I in the catalogs of Caron et al. (2003, blue crosses), Kleinmann & Hall (1986, cyan asterisck), Levesque et al. (2005, red pluses), Jura & Kleinmann (1990, magenta diamonds), Elias et al. (1985, orange squares), and Humphreys (1978, green triangles). An average error bar is drawn in the top right corner. The two magenta long-dashed horizontal lines mark ${M}_{\mathrm{bol}}$ = −3.6 mag (tip of the red giant branch), and −7.1 mag (AGB limit). The long-dashed cyan line marks Equation (1); RSGs appear brighter and bluer than that locus (see the text). Stellar tracks from models at solar metallicity and including rotation are from Ekström et al. (2012); from the bottom to the top: the black dotted–dashed curve marks a stellar track of a 7 M star; the green long-dashed curve marks a 9 M track; the black dotted curve marks a 12 M track; the green dotted–dashed curve shows a 15 M track; the black long-dashed curve marks a 20 M track; and the top green dotted line shows a 25 M track. A few objects (in gray) remain fainter than the red giant tip (see the text). Top right panel: absolute and dereddened Ks magnitudes vs. dereddened JKs colors. Data points are the same as described in the left panel. Bottom right panel: luminosities vs. Teff values of stars in Table 1 with adopted class Ia, Iab, and Ib (stars detected by CoRoT and listed in Table 1 as class Iab should be regarded separately). Bottom left panel: absolute and dereddened Ks magnitudes vs. dereddened JKs colors of stars in Table 1 with adopted class Ia, Iab, and Ib.

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3.2.2. Hertzsprung–Russell Diagram

All reference RSGs except for MY Cep appear to be located along the ascending stellar tracks in Figure 3. They are located to the left of the following equation (which is roughly parallel to the ascending parts of the tracks at the low Teff end):

Equation (1)

where log(Teff) ranges from 3.54 to 3.6 (i.e., from M4 to K1, Levesque et al. 2005).

The temporal evolution of an AGB star is characterized by large excursion in the ${M}_{\mathrm{bol}}$ versus Teff diagram. During the thermal pulses the luminosity increases and Teff decreases. For example, a star of 3 M may reach ${M}_{\mathrm{bol}}$ = ≈−2 mag during the early-AGB phase and ${M}_{\mathrm{bol}}$ = ≈−5 mag during thermal pulses (e.g., Vassiliadis & Wood 1993).

In Figure 4, we show the luminosities of stars in Table 4, and we verify their positions on the ${M}_{\mathrm{bol}}$ versus Teff diagram using the described observational benchmarks and the features appearing in Figure 3:

  • (A)  
    Area A contains late-type stars with ${M}_{\mathrm{bol}}$ ≲ −7.1 mag. They are expected to be mostly RSGs.
  • (B)  
    Area B contains stars with −5.0 > ${M}_{\mathrm{bol}}$ > −7.1 mag and earlier than an M4. This area is rich in stars with masses larger than 7 M.
  • (C)  
    Area C contains late-type stars with −5.0 > ${M}_{\mathrm{bol}}$ > −7.1 mag and later than an M4. This area is expected to be dominated by AGBs (4–9 M).
  • (D)  
    Area D contains late-type stars with −3.6 > ${M}_{\mathrm{bol}}$ > −5.0 mag and bluer than Equation (1). This area contain AGBs of intermediate masses and some faint K-type 9 M stars at the onset of their cold phase (${M}_{\mathrm{bol}}$ =−4.5 mag).
  • (E)  
    Area E contains late-type stars with −3.6 > ${M}_{\mathrm{bol}}$ > −5.0 mag and redder than Equation (1). This area is expected to be dominated by old and more abundant AGBs (2–3 M).
  • (F)  
    Area F contains late-type stars with ${M}_{\mathrm{bol}}$ > −3.6 mag. Those stars are fainter than the tip of the red giant branch.

Figure 4.

Figure 4. Left panel: luminosities vs. Teff values of stars in Table 1 with ϖ/σϖ(ext) > 4 and RUWE < 2.7. The red asterisks mark highly probable RSGs with ${M}_{\mathrm{bol}}$ < −7.1 mag (Area = A). The orange asterisks mark sources with ${M}_{\mathrm{bol}}$ < −5.0 mag and types <M4 (Area = B). The cyan squares mark sources with −3.6 > ${M}_{\mathrm{bol}}$ > −5.0 mag and that are bluer than Equation (1) (Area = D). The brown pluses (${M}_{\mathrm{bol}}$ < −5.0 mag) and green pluses (−3.6 > ${M}_{\mathrm{bol}}$ > −5.0 mag) indicate Areas C and E. The gray diamonds indicate giants, i.e., stars fainter than ${M}_{\mathrm{bol}}$ ≈ −3.6 mag (tip of the red giant branch, Area = F). The two magenta long-dashed horizontal lines mark ${M}_{\mathrm{bol}}$ = −3.6 mag (tip), mag, and ${M}_{\mathrm{bol}}$ = −7.1 mag (AGB limit). For comparison, we add some rotating stellar tracks with solar metallicity by Ekström et al. (2012). From the bottom to the top: the black dotted–dashed curve marks a stellar track of a 7 M star; the green long-dashed curve marks a 9 M track; the black dotted curve marks a 12 M track; the green dotted–dashed curve shows a 15 M track; the black long-dashed marks a 20 M track; and the green dotted line shows a 25 M track. Right panel: absolute and dereddened Ks magnitudes vs. dereddened JKs colors. Data points are the same as those described in the left panel.

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In Figure 4, in the theoretical ${M}_{\mathrm{bol}}$ versus Teff diagram, as well as in the observational Kso−DM versus JoKso diagram, we mark the areas defined above with different colors. These luminosity areas are also added in Table 4. In Figure 5, we show a histogram of the spectral types of the 889 sources with ϖ/σϖ > 4 and RUWE < 2.7.

Figure 5.

Figure 5. Right panel: in black is the histogram of the spectral types of sources with good distances (ϖ/σϖ(ext) > 4 and RUWE < 2.7); in red is are sources with ${M}_{\mathrm{bol}}$ < −5.0 mag, i.e., located in Area A and B, or in Area C but reported as class I in all previous literature; in cyan is the histogram of sources with ${M}_{\mathrm{bol}}$ > −5.0 mag, located in Area D, or in Area E but reported as class I in all previous literature; in green is the histogram of reference RSGs. Right panel: in red are sources of adopted class Ia, Iab and with good distances and ${M}_{\mathrm{bol}}$ < −3.6 mag; in cyan is the histogram of sources of adopted class Ib with good distances and ${M}_{\mathrm{bol}}$ < −3.6 mag; in green is the histogram of reference RSGs.

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Reference RSGs appear to be made by stars with class Ia and Iab (35%), as well as stars with class Ib (33%). In Figures 3 and 5, the distribution of reference RSGs appears similar to that of stars Ia and Iab, with stars falling mostly in Areas A and B; but this differs from class Ib stars, which are sparsely distributed over Areas A, B, C, E, and F.

From Table 1, about 43 sources (5%) are found to be located in Area A (${M}_{\mathrm{bol}}$ ≲ −7.1 mag). Among them there are two stars, HD 99619 and HD 105563 A, with previously uncertain class. Of the sources, 312 (35%) are located in Area B and are likely more massive than 7 M. About 30% of the sample is made of stars fainter than the tip of the red giant branch (Area F).

A large number of RSGs detected at infrared wavelengths (about 300) were included in the presented compilation; however, for most of those stars parallaxes are not available in DR2 (Table 6 shows only 16 stars from infrared catalogs; e.g., Davies et al. 2008, 2007; Clark et al. 2009; Liermann et al. 2009; Negueruela et al. 2010, 2011, 2012; Messineo et al. 2017).

Table 6.  Numbers of Collected Stars per Luminosity Class

Sample N(sp) N(Ks) N(plx) N(Ks+plx)
        NA NB ND NCE NF Nnew(I)
          blue blue red (III)  
Alla 1406 1406 889 43 322 134 110 280 35
Ref. opt starsb 170 170 135 26 69 21 2 17 0
Ref. IR starsc 312 312 16 0 1 3 0 12 1
Nsp(Ia) 57 57 28 12 9 1 4 2 0
Nsp(Iab) 243 243 161 16 90 11 9 35 0
Nsp(Ib) 300 300 259 2 76 52 48 81 0
Nsp(any I) 1013 1013 620 41 253 86 82 158 0
Nsp(I-II) 166 166 113 0 36 24 14 39 0

Notes. N(sp) = number of stars with known available spectral types. N(Ks) = number of stars with available near-infrared measurements. N(plx) = number of stars with ϖ/σϖ(ext) > 4 and RUWE < 2.7. NA = number of stars located in Area A. NB = number of stars located in Area B. ND = number of stars located in Area D. NCE = number of stars located in Areas C or E. NF = number of stars in Area F. Nnew(I) = number of stars without adopted classes and to which we assign Areas A or B. Nsp(Ia) = number of stars with luminosity classes Ia. Nsp(Iab) = number of stars with luminosity classes Iab. Nsp(Ib) = number of stars with luminosity classes Ib. Nsp(any I) = number of stars with luminosity classes (I, Ia, Iab, Ib). Nsp(I-II) = number of stars with luminosity classes (I-II).

aAll stars in Table 1. bExample of optically visible RSGs taken from Caron et al. (2003), Levesque et al. (2005), Jura & Kleinmann (1990), Kleinmann & Hall (1986), Elias et al. (1985), and Humphreys (1978). cExample of optically obscured sources taken from Messineo et al. (2017), Clark et al. (2009), Davies et al. (2007, 2008), Negueruela et al. (2010, 2011, 2012), and Liermann et al. (2009).

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3.3. Gaia Variables

We searched our sample for the presence of Gaia variables and found that only 137 stars of the initial 1342 source with Gaia data were flagged as variables (Holl et al. 2018), and 90 out of the 889 have good parallaxes (about 10%). The spectral types of all 90 but 1 have variables ranging from K5 to M7, and 83 of them are automatically classified by the Gaia pipeline as long-period variables (LPVs), including Mira and semiregular (SR) stars. Their average variation in the G-band is 0.51 mag with a dispersion around the mean of 0.38 mag, including two stars with variations above 2.5 mag (0.1%), which are in Areas C and E. There are 65 (out of 90) variables in Areas A and B; their variations in the G-band range from 0.2 to 0.8 mag, with a mean variation of 0.41 mag and dispersion around the mean of 0.14 mag. Similar values are found with the 9 variables of class Ib (a mean of 0.46 mag and a σ = 0.33 mag). There are 9 variables fainter than ${M}_{\mathrm{bol}}$ > −3.6 mag (Area F), with 7 of them later than M5. Their mean variation is 0.63 mag and σ = 0.45 mag.

An analysis of the G-band light curves will be presented elsewhere.

3.4. Average Magnitudes per Spectral Type

In Table 7 we present average magnitudes per spectral type of stars of class I and with ${M}_{\mathrm{bol}}$ < −5.0 mag, and of stars with −3.6 < ${M}_{\mathrm{bol}}$ < −5.0 mag. This table is useful for Galactic star counts (e.g., Wainscoat et al. 1992). In Table 2 of Just et al. (2015), infrared luminosities of Hipparcos stars per classes are also provided; for example, their K-M2 I-II stars have MK = −9 mag. For stars with spectral types K-M2 I and ${M}_{\mathrm{bol}}$ < −5.0 mag, Table 7 provides an average MK =−8.40 mag with σ = 0.39 mag.

Table 7.  Magnitudes per Spectral Types

Nstar Sp.Type ${M}_{\mathrm{bol}}$ MK MV ${M}_{\mathrm{bol}}$-bin V − Ka
    (mag) (mag) (mag) (mag)  
3 K0.5-K0 −5.71 ± 0.34 −8.12 ± 0.33 −6.86 ± 1.01 <−5. 2.16
2 K1.5-K1 −6.04 ± 0.22 −8.50 ± 0.22 −6.77 ± 0.27 <−5. 2.29
15 K2.5-K2 −5.74 ± 0.17 −8.25 ± 0.17 −5.97 ± 0.24 <−5. 2.44
18 K3.5-K3 −5.60 ± 0.13 −8.15 ± 0.13 −5.37 ± 0.13 <−5. 2.72
20 K4.5-K4 −5.75 ± 0.14 −8.35 ± 0.14 −5.00 ± 0.27 <−5. 3.00
21 K5.5-K5 −5.60 ± 0.11 −8.24 ± 0.11 −4.63 ± 0.18 <−5. 3.70
60 M0.5-M0 −5.72 ± 0.08 −8.42 ± 0.08 −4.31 ± 0.12 <−5. 3.79
74 M1.5-M1 −6.02 ± 0.08 −8.76 ± 0.08 −4.44 ± 0.13 <−5. 3.92
91 M2.5-M2 −6.29 ± 0.08 −9.09 ± 0.08 −4.50 ± 0.11 <−5. 4.11
52 M3.5-M3 −6.62 ± 0.13 −9.47 ± 0.13 −4.03 ± 0.15 <−5. 4.58
15 M4.5-M4 −6.40 ± 0.16 −9.29 ± 0.16 −3.58 ± 0.32 <−5. 5.24
7 M5.5-M5 −5.47 ± 0.13 −8.43 ± 0.13 −1.90 ± 0.26 <−5. 6.06
3 M6.5-M6 −4.43 ± 0.21 −7.52 ± 0.22 0.56 ± 0.93 [−3.6, −5.0]
7 M5.5-M5 −4.14 ± 0.16 −7.10 ± 0.16 0.14 ± 0.35 [−3.6, −5.0]
7 M4.5-M4 −4.12 ± 0.10 −7.01 ± 0.10 −0.95 ± 0.16 [−3.6, −5.0]
13 M3.5-M3 −4.39 ± 0.09 −7.23 ± 0.09 −0.94 ± 0.57 [−3.6, −5.0]
23 M2.5-M2 −4.55 ± 0.07 −7.36 ± 0.07 −2.10 ± 0.25 [−3.6, −5.0]
19 M1.5-M1 −4.28 ± 0.10 −7.01 ± 0.10 −2.39 ± 0.17 [−3.6, −5.0]
21 M0.5-M0 −4.43 ± 0.10 −7.13 ± 0.09 −2.99 ± 0.17 [−3.6, −5.0]
17 K5.5-K5 −4.54 ± 0.10 −7.18 ± 0.10 −2.79 ± 0.25 [−3.6, −5.0]
14 K4.5-K4 −4.57 ± 0.10 −7.17 ± 0.10 −3.93 ± 0.27 [−3.6, −5.0]
31 K3.5-K3 −4.34 ± 0.06 −6.90 ± 0.07 −3.85 ± 0.11 [−3.6, −5.0]
27 K2.5-K2 −4.29 ± 0.07 −6.80 ± 0.07 −4.09 ± 0.10 [−3.6, −5.0]
5 K1.5-K1 −4.16 ± 0.22 −6.63 ± 0.21 −4.37 ± 0.24 [−3.6, −5.0]
8 K0.5-K0 −4.19 ± 0.10 −6.59 ± 0.10 −4.35 ± 0.33 [−3.6, −5.0]

Notes. Average magnitudes of stars in Table 4 with ϖ/σϖ > 4 and RUWE < 2.7. The errors on the mean values are calculated as $\sqrt{\displaystyle \frac{{\sum }_{j=0}^{j=N-1}{({{M}_{\mathrm{bol}}}_{j}-\mathrm{mean})}^{2}}{N-1})\times \tfrac{1}{N}.}$ At the top are sources with ${M}_{\mathrm{bol}}$ < −5.0 mag and Area A or B, or Area C but with secure class I from previous literature. At the bottom are stars with −3.6 < ${M}_{\mathrm{bol}}$ < −5.0 mag and Area D, or E (but with secure class I from previous literature).

aV − K colors from Johnson (1966). Our VKs colors per spectral type are consistent within errors with the V − K colors listed in the review by Johnson (1966), with a mean difference of 0.26 mag and a dispersion around the mean of 0.28 mag.

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Additionally, in Tables 8 and 9 we present average magnitudes per spectral type of stars of classes Ia and Iab and of stars in the reference RSG sample.

Table 8.  Magnitudes per Spectral Types of Stars with Classes Ia and Iab

Nstar Sp.Type ${M}_{\mathrm{bol}}$ MK MV ${M}_{\mathrm{bol}}$-bin
    (mag) (mag) (mag) (mag)
2 K0.5-K0 −5.41 ± 0.97 −7.82 ± 0.96 −6.11 ± 0.27 <−3.6
5 K2.5-K2 −5.65 ± 0.38 −8.18 ± 0.38 −5.86 ± 0.56 <−3.6
5 K3.5-K3 −5.68 ± 0.52 −8.22 ± 0.51 −5.13 ± 0.56 <−3.6
3 K4.5-K4 −5.01 ± 0.11 −7.61 ± 0.11 −3.85 ± 0.14 <−3.6
6 K5.5-K5 −4.99 ± 0.36 −7.65 ± 0.36 −3.66 ± 0.78 <−3.6
19 M0.5-M0 −5.94 ± 0.20 −8.64 ± 0.20 −4.51 ± 0.21 <−3.6
31 M1.5-M1 −5.80 ± 0.11 −8.54 ± 0.11 −4.09 ± 0.22 <−3.6
46 M2.5-M2 −6.35 ± 0.14 −9.15 ± 0.14 −4.58 ± 0.23 <−3.6
21 M3.5-M3 −7.05 ± 0.22 −9.90 ± 0.22 −4.06 ± 0.31 <−3.6
9 M4.5-M4 −6.22 ± 0.39 −9.11 ± 0.38 −3.49 ± 0.53 <−3.6
1 M5.5-M5 −5.33 −8.29 −2.49 <−3.6

Note. Average magnitudes of stars in Table 6 with ϖ/σϖ > 4 and RUWE < 2.7 and classes Ia and Iab.

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Table 9.  Magnitudes per Spectral Types of Reference RSGs

Nstar Sp.Type ${M}_{\mathrm{bol}}$ MK ${{\rm{M}}}_{V}$ ${M}_{\mathrm{bol}}$-bin
    (mag) (mag) (mag) (mag)
1 K0.5-K0 −4.68 −7.09 −4.77 <−3.6
2 K1.5-K1 −4.43 ± 0.45 −6.89 ± 0.44 −4.67 ± 0.33 <−3.6
7 K2.5-K2 −4.37 ± 0.26 −6.88 ± 0.26 −4.51 ± 0.28 <−3.6
10 K3.5-K3 −5.14 ± 0.33 −7.69 ± 0.33 −4.95 ± 0.26 <−3.6
3 K4.5-K4 −4.92 ± 0.46 −7.51 ± 0.46 −4.80 ± 0.55 <−3.6
7 K5.5-K5 −5.33 ± 0.28 −7.97 ± 0.28 −4.47 ± 0.35 <−3.6
7 M0.5-M0 −5.99 ± 0.16 −8.69 ± 0.16 −4.80 ± 0.20 <−3.6
15 M1.5-M1 −6.31 ± 0.15 −9.05 ± 0.15 −5.00 ± 0.20 <−3.6
32 M2.5-M2 −6.54 ± 0.12 −9.34 ± 0.12 −4.78 ± 0.15 <−3.6
22 M3.5-M3 −7.19 ± 0.20 −10.04 ± 0.20 −4.19 ± 0.24 <−3.6
6 M4.5-M4 −6.57 ± 0.14 −9.46 ± 0.14 −3.43 ± 0.25 <−3.6
1 M5.5-M5 −5.55 −8.51 −2.19 <−3.6

Note. Average magnitudes of stars plotted in the top panels of Figure 3.

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In Figure 6, we plot the calculated average magnitudes per spectral types of stars with classes Ia and Iab, as well as of stars in the reference RSG sample, versus the Teff values. Teff were estimated from the spectral types with the temperature scale given by Levesque et al. (2005). For stars with Teff from 3650 k to 3950 k, ${M}_{\mathrm{bol}}$ values seem to decrease with decreasing Teff values.

Figure 6.

Figure 6. Average ${M}_{\mathrm{bol}}$ vs. Teff. The cyan crosses show the values for class Ia and Iab stars. The black diamonds indicate the values for the reference RSGs.

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3.5. Spatial Distribution

The bright cool stars analyzed here span 360° of longitude (Figure 7). By using the estimates of distances in Table 1, we obtained the distribution on the Galactic plane shown in Figure 7. Late-type stars brighter than ${M}_{\mathrm{bol}}$ = −5.0 mag (0.8 × 104 ${L}_{\odot }$) appear radially more distant from the Sun than the whole sample, with heliocentric distances ranging from ≈200 to ≈4600 pc. Star eta Per (K3 Ib-II) is 239 pc away from us (ϖ = 4.21 ± 0.37 mas), and HD 200905 (K4.5 I) is 283 pc away (ϖ = 3.59 ± 0.42 mas). Antares (alpha Sco, M1.5 Iab), with an estimated distance of ≈170 pc, does not yet have a Gaia parallax measurement. PER286 (M2.0 Ib) has an estimated distance of 4.2 kpc (ϖ = 0.20 ± 0.04 mas).

Figure 7.

Figure 7. Top left panel: latitudes vs. longitudes of the bright late-type stars in Table 1. Candidate RSGs with ${M}_{\mathrm{bol}}$ < −5.0 mag (Area A and B) and ϖ/σϖ(ext) > 4 and RUWE < 2.7 are marked in red. Top middle panel: Galactocentric coordinates XY on the disk of the Milky Way. The Sun location (8.5, 0) is marked in green, while the Galactic Center (GC), marked with a black cross, is at (0, 0). The spiral arms are taken from the work of Cordes & Lazio (2003). Top right panel: distances from the plane $| Z| $ vs. galactocentric distances. Bottom panels: same as the top panels, but this time the cyan asterisks mark bright late-type stars in Table 1 with class Ia or Iab, or reference RSGs (see Figure 3).

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4. Summary

In order to create a catalog of stars with luminosity class I, candidate RSGs, from Gaia DR2, we collected 1406 bright late-type stars with at least one spectroscopic record as class I. Spectral types were taken from the collection by Skiff (2014), and in the majority of cases appeared within the uncertainty of 2 subclasses (i.e., the range of types reported for a single entry). For well-known sources, such as those analyzed by Dorda et al. (2016, 2018), Levesque et al. (2005), Jura & Kleinmann (1990), Elias et al. (1985), and Humphreys (1978), spectral types and luminosity classes were taken from these works. At the present time, only a fraction equal to 13% of this sample is known to be associated with open clusters. For each source, we collected available photometric measurements from 2MASS, CIO, MSX, WISE, MIPSGAL, GLIMPSE, and NOMAD catalogs and estimated their apparent bolometric magnitudes.

We retrieved parallaxes for 1342 sources from Gaia DR2, of which 1290 have a (GBP − GRP) color. After a data filtering based on signal to noise and astrometric quality (ϖ/σϖ > 4 and RUWE < 2.7), we were left with a best-quality sample of 889 sources.

With the parallactic distances, we were able to estimate the stellar luminosities, and to build ${M}_{\mathrm{bol}}$ versus Teff diagrams of stars with different classes.

The Galactic catalog of RSGs, i.e., of very likely massive stars because of luminosity and associations with OB stars, by Humphreys (1978), Elias et al. (1985), Jura & Kleinmann (1990), Levesque et al. (2005), Caron et al. (2003) contains 170 stars. Of these reference RSGs, 118 had good parallaxes in DR2 and ${M}_{\mathrm{bol}}$ < −3.6 mag. While these reference RSGs appear to contain stars of class Ia, Iab (40%) as well as class Ib (31%), their distribution on the ${M}_{\mathrm{bol}}$ versus Teff diagrams resembles that of class Ia, Iab, with 81% of them located in Areas A and B. Only 44% of class Ib stars with ${M}_{\mathrm{bol}}$ <−3.6 mag fall in Areas A and B.

For 609 stars (68% of 889 analyzed stars), ${M}_{\mathrm{bol}}$ values were found to be smaller (brighter) than −3.6 mag, with 536 of them already having been reported in previous literature exclusively as classes I or II. Of these, 5% appear to be highly probable massive stars (stars in Area A), while 41% of them are stars in Area As and B, and are likely more massive than 7 M.

A fraction equal to ≈30% of the sample appears to be made of stars fainter than the tip of the giant branch (Area F).

A natural output of this luminosity exercise is a tabulated average of absolute magnitudes of luminous late-type stars and RSGs per spectral type. This finer grid of magnitudes will help to predict distances of extragalactic luminous late-type stars.

This catalog is a small demonstration of the cumulative spectroscopic knowledge available in support of the Gaia mission. The catalog is useful for high-resolution follow-up spectroscopy, such as, for example, that seen in ongoing large spectroscopic surveys such as LAMOST and GALAH. This is important to understand the evolution and nucleosynthesis occurring in RSGs and massive AGBs (and super-AGB stars). Luminosities, spectral types, and chemistry are key ingredients for an improved study of the Galactic structure and its recent history.

This work has made use of data from the European Space Agency (ESA) mission Gaia (http://www.cosmos.esa.int/gaia), processed by the Gaia Data Processing and Analysis Consortium (DPAC, http://www.cosmos.esa.int/web/gaia/dpac/consortium). Funding for the DPAC has been provided by national institutions, in particular the institutions participating in the Gaia Multilateral Agreement. This publication makes use of data products from the Two Micron All Sky Survey, which is a joint project of the University of Massachusetts and the Infrared Processing and Analysis Center/California Institute of Technology, funded by the National Aeronautics and Space Administration and the National Science Foundation. This work is based on observations made with the Spitzer Space Telescope, which is operated by the Jet Propulsion Laboratory, California Institute of Technology under a contract with NASA. This research made use of data products from the Midcourse Space Experiment, the processing of which was funded by the Ballistic Missile Defence Organization with additional support from the NASA office of Space Science. This publication makes use of data products from WISE, which is a joint project of the University of California, Los Angeles, and the Jet Propulsion Laboratory/California Institute of Technology, funded by the National Aeronautics and Space Administration. This work makes use of the Naval Observatory Merged Astrometric Dataset (NOMAD). This research has made use of the VizieR catalog access tool, CDS, Strasbourg, France, and SIMBAD database. This research has made use of NASAs Astrophysics Data System Bibliographic Services. We thank the anonymous referee for his/her very constructive comments. This work was partially supported by the National Natural Science Foundation of China (NSFC-11773025, 11421303), and USTC grant KY2030000054.

Appendix: Notes on Photometric Data

Typically, initial coordinates by Skiff (2014) are good to within a few arcseconds. A few coordinates were corrected with SIMBAD. An iterative process was needed to make sure we properly identified the counterparts at different wavelengths. The Galactic plane is crowded with sources.

For stars at longitude $| l| \gt 1^\circ $ and latitude $| l| \gt 0\buildrel{\circ}\over{.} 5$, measurements were automatically associated with a selection of good flags to ensure quality. MSX upper limits measurements were discarded, and WISE sources were chosen with a minimum signal to noise larger than 2. GLIMPSE matches were associated with a magnitude cut at 10 mag, and when a WISE source existed, positional coincidence was inspected. The searched stars were usually the brightest at near- and mid-infrared wavelengths, and chart identification was easy. 2MASS matches follow those in the WISE and GLIMPSE catalogs. Due to saturation and centroid problems, a few 2MASS identifications had to be fixed (e.g., BD+54 315, VY CMa, Cl* Westerlund 1 26, MZM29, MZM33, RSGC1-F08, IRAS 17433−1750). For stars HD 126152, HD 149812, HD 227793, and BD +36 4025, which have quality parallaxes but no 2MASS errors, we assumed an error in Ks = 0.8 mag (see the quality flag provided in Table 4). For omi02 Cyg, JK photometry was taken from Morel & Magnenat (1978). For stars [MMF2014] 78, [MFD2010] 5, [GLIMPSE9]-6, and [MMF2014] 46/[MFD2010] 8, HST HK data were available (Messineo et al. 2010); for the faint OGLE BW3 V 93508, near-infrared magnitudes are from Lucas et al. (2008). For the highly crowded central region ($| l| \lt 1\buildrel{\circ}\over{.} 0$ and $| b| \lt 0\buildrel{\circ}\over{.} 5$), only the K-band photometry of Liermann et al. (2009) is provided, and for stars IRC−30320, IRC−30322, [RHI84] 10−565, MZM115 the 2MASS photometry. For LHO036, which has a parallax, additional JH measurements were taken from the work of Stolte et al. (2015).

Matches were confirmed with a visual inspection of 2MASS and WISE images, as well as of their SEDs. After the visual inspection, a few measurements were discarded because of poor quality (e.g., confused, highly saturated, or strong background emission) and were not compatible with the SED. For stars [MMF2014] 46, GLIMPSE9-6, RSGC2-8, RSGC2-14, 2MASS J18451760-0343051, and 2MASS J18451722-0343136, MSX matches were removed. For stars Cl* Westerlund 1 20, Cl* Westerlund 1 75, [MMF2014] 46, GLIMPSE9-6, RSGC1-F08, RSGC1-F05, and RSGC1-F01, WISE matches were removed because they are blended with other sources. For stars [HSD93b] 48, [MNG2014] vdB-H 222 778, [MNG2014] vdB-H 222 664, [MNG2014] vdB-H 222 479, [MMF2014] 78, 2MASS J18410261−0552582, HD 195214, and 2MASS J18392955−0544222 only W4 measurements were removed because sources were too faint or confused at this longer wavelength. For stars 2MASS J17361839-2217306, RSGC1-F07, RSGC1-F10, RSGC1-F03, and 2MASS J18395282-0535172, both W3 and W4 magnitudes were discarded. For HD 14580 and Cl* Westerlund 1 26, W1 and W2 magnitudes did not fit their SED.

Footnotes

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10.3847/1538-3881/ab1cbd