Bright Southern Variable Stars in the bRing Survey

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Published 2019 September 11 © 2019. The American Astronomical Society. All rights reserved.
, , Citation Samuel N. Mellon et al 2019 ApJS 244 15 DOI 10.3847/1538-4365/ab3662

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Abstract

In addition to monitoring the bright star β Pic during the near-transit event for its giant exoplanet, the β Pictoris b Ring (bRing) observatories at Siding Springs Observatory, Australia and Sutherland, South Africa have monitored the brightnesses of bright stars (V ≃ 4–8 mag) centered on the south celestial pole (δ ≤ −30°) for approximately two years. Here we present a comprehensive study of the bRing time-series photometry for bright southern stars monitored between 2017 June and 2019 January. Of the 16,762 stars monitored by bRing, 353 were found to be variable. Of the variable stars, 80% had previously known variability and 20% were new variables. Each of the new variables was classified, including three new eclipsing binaries (HD 77669, HD 142049, HD 155781), 26 δ Scutis, 4 slowly pulsating B stars, and others. This survey also reclassified four stars based on their period of pulsation, light curve, spectral classification, and color–magnitude information. The survey data were searched for new examples of transiting circumsecondary disk systems, but no candidates were found.

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1. Introduction

Over the past two decades, several wide-field, ground- and space-based surveys have contributed countless hours of observations in the night sky (e.g., KELT, MASCARA, NASA's Kepler and K2 space missions: Pepper et al. 2007; Borucki et al. 2010; Howell et al. 2014; Talens et al. 2017b). The primary goal of these surveys has been the discovery of exoplanets, with each having a number of significant successes (e.g., Oberst et al. 2017; Talens et al. 2017a). A secondary result from these surveys has been the discovery and characterization of variable stars (e.g., Burggraaff et al. 2018; Collins et al. 2018).

Variable stars form the cornerstone of much of the knowledge about our universe, such as asteroseismology (e.g., Zwintz et al. 2014a, 2014b), stellar gyrochronology and rotation (e.g., Hartman et al. 2010; Gallet & Bouvier 2013; Cargile et al. 2014; Mellon et al. 2017), classical Cepheids as standard candles for distance (e.g., Groenewegen 2018), and eclipsing systems (e.g., Mellon et al. 2017; Collins et al. 2018; Moe & Kratter 2018). In addition to the exoplanet surveys, dedicated variable star observatories and online catalogs have fueled research in these areas (e.g., ASAS, AAVSO, ASAS-SN, OGLE: Pojmanski 2002; Watson et al. 2006; Udalski et al. 2008; Shappee et al. 2014). Physical properties of stellar systems can be constrained from the period and amplitude of the observed variability, such as the composite sinusoidal variability observed in the δ Scuti star β Pictoris (Mékarnia et al. 2017; Zwintz et al. 2019).

In 2017, the β Pictoris b Ring (bRing) instruments (located in South Africa and Australia) were constructed and brought online to observe the 2017–2018 transit of the β Pictoris b Hill sphere (Stuik et al. 2017; Kalas et al. 2019; Mellon et al. 2019b). While observing β Pictoris, bRing captured nearly continuous photometry of 10,000+ bright stars (V ∼ 4–8 mag) in the southern sky (δ ≤ −30°). In addition to the study of the β Pictoris b Hill sphere, the bRing survey has contributed to the discovery of δ Scuti pulsations in the A1V star HD 156623 (Mellon et al. 2019a), the study of β Pictoris' δ Scuti pulsations (Zwintz et al. 2019), and the discovery of the retrograde hot Jupiter MASCARA-4 b/bRing-1 b (Dorval et al. 2019).

In this work, we took a similar approach to the MASCARA survey of the northern sky (Burggraaff et al. 2018) and searched for periodic variations in the bRing data. This survey was also sensitive to evidence of transiting circumplanetary systems like "J1407" (V1400 Cen; Mamajek et al. 2012), or other circumsecondary disks; however, none were found. Section 2 of this work describes the data from both the South African bRing (bRing-SA) and Australian bRing (bRing-AU) stations. Section 3 details the analysis used to identify and characterize both the regular and irregular variables in the data. Section 4 provides tables and discussions of each type of variable found in cross-correlation with the VSX catalog (Watson et al. 2006) and others.

2. Data

The data in this work were collected between 2017 June and 2019 January by the bRing-SA and bRing-AU stations. Each station had two stationary cameras; one camera faced southeast (Az = 150°; SAE and AUE) and the other southwest (Az = 230°; SAW and AUW). Each camera had an FLI 4008 × 2672 pixel CCD and f = 1.4 mm Canon wide-angle lens, which resulted in a total field of view of 74° × 53° with a pointing optimized for β Pictoris (δ ≃ −53°). Exposure times were alternated between 6.4 and 2.54 s; these were subsequently coadded and binned to 5 minute samplings and saved to disk (Stuik et al. 2017; Talens et al. 2018).

Due to bRing's large pixel size (∼1 arcmin2), blending was a significant issue for bRing. Blending was evaluated by comparing the relative brightnesses of stars located within the same bRing inner aperture (radius = 2farcm5) as the target star (nearby stars evaluated with the ASCC catalog; Kharchenko 2001). For stars with previously known variability, blending was ignored if the original period was detected, but considered if a second period was detected or dominated the expected period. If a second period dominated the expected period in a blended star, the star was reanalyzed at the original expected period. If a star showed signs of variability in our light curves and had been previously unidentified as a variable in other surveys, blending was required to be 0 to be considered a detection. Ultimately, 16,762 stars were analyzed for this work. The stars listed in this work as new variables had no evidence of blending in their light curves.

On average, a star had observations spanning over 300 days (each star ideally received 21 hr of continuous coverage per day); the average star had ∼20,000 five minute binned data points over the entire observing window combined from all four cameras. More information on the bRing observing strategy and data calibration can be found in Stuik et al. (2017) and Talens et al. (2018). In conjunction with this work, the camera .FITS files for each star (as described in Stuik et al. 2017) were published in a Zenodo repository at doi:10.5281/zenodo.3341783.

In interpreting the nature of the variability, BV photometry was drawn from the ASCC-2.5 catalog (Kharchenko 2001) and spectral types were drawn from the literature, with most types taken from the Michigan Spectral Survey of classifications from objective-prism plates (Houk & Cowley 1975; Houk 1978, 1982). Houk et al. (1997) has shown that for V < 8 mag stars classified as dwarf luminosity class in the Michigan Spectral Survey, for a given 2D spectral type the intrinsic color spread rms in B − V is ∼0.03–0.04 mag and the intrinsic spread in absolute V magnitudes is ∼0.4–0.5 mag, with distributions suggesting negligible contamination by more evolved giants and supergiants. The Michigan classifications for the variable stars have quality flags of 1 (61.6%), 2 (28.9%), 3 (7.0%), and 4 (0.6%), with the 93% flagged as quality 1 and 2 considered the "higher-quality" classifications (Houk 1978; Houk et al. 1997).

3. Analysis

The 5 minute binned data points from bRing were automatically calibrated and detrended for temporal and spatial effects from the observations (e.g., clouds, intra-pixel variations; Stuik et al. 2017; Talens et al. 2018). Using an internal custom pipeline detailed in Mellon et al. (2019a), these data were downloaded from the bRing server and further detrended for sidereal and lunar systematics as well as astrometric and color systematics. This routine also includes a barycentric correction. In addition to the detrending from previous works, we attempted to preserve the ansatz period prior to detrending by including an additional step adopted from Burggraaff et al. (2018). The data for each star from each of the four bRing cameras were treated individually and then median-combined after detrending.

3.1. Identifying the Ansatz Period

The time-series photometry data were analyzed using the reduction pipeline previously used and described in Mellon et al. (2019a), with a modification based on the study by Burggraaff et al. (2018). The step adopted from Burggraaff et al. (2018) to improve upon the process from Mellon et al. (2019a) was the initial identification and removal of an ansatz period from the data prior to detrending. The goal of this step was to preserve any real and significant periods from being affected by the detrending process. To find the ansatz period, a normalized Lomb–Scargle periodogram (Scargle 1982; Press et al. 1992) was generated using the astropy (The Astropy Collaboration et al. 2018) library. Next, a Python routine was written using tools available in the scipy (Jones et al. 2001), numpy (Stéfan van der Walt & Varoquaux 2011), and astropy packages to identify the strongest periods in the periodogram. These periods were then compared to the well-studied sidereal and lunar systematics present in the bRing data (the origins of these systematics and methods for removing them are thoroughly discussed in Stuik et al. 2017; Burggraaff et al. 2018; Talens et al. 2018; Mellon et al. 2019a). The strongest period that was not within 5% of one of these systematics (or the corresponding harmonics and aliases to order 5) was accepted as the ansatz period, fit with a sine, and removed from the light curve. This information was stored and was added back in after detrending.

3.2. Detrending and Measurement of Variable Star Parameters

The detrending routine used after the removal of ansatz period is described in Mellon et al. (2019a) and is summarized in this work. First, an astrometric correction was applied to remove data points that deviated >3σ from the mean path of the star on the CCD. Then, the time series was adjusted to the barycentric reference frame and a second-order CCD color correction was applied to the data. The best ansatz signal was then determined and temporarily removed from the data. Next, a median-binning routine was used to significantly reduce the strength of the lunar and sidereal systematic signals. After detrending, the ansatz signal was added back into the light curve and a composite light curve was generated from the four camera light curves using a median alignment. A new periodogram was calculated from this composite light curve. Finally, a plot of the composite light curve, a periodogram, and a phase-folded light curve on the most likely variability period was generated for analysis. These plots were used to identify variables in the data by eye. An example is plotted in Figure 1 for the δ Scuti HD 156623. The plots generated for this work were included in the same Zenodo repository, doi: 10.5281/zenodo.3341783, as the data.

Figure 1.

Figure 1. Example plot of the δ Scuti HD 156623. The top left panel contains the light curve of the star. The top right panel contains the light curve of the star (gray dots) phase-folded on the primary period with a running median fit (solid curve). The bottom panel contains the normalized LS periodogram.

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The measurements and information used to construct the tables of variable stars (see Section 4) were also generated. The best periods for variables were taken directly from the composite light-curve periodograms and verified by comparing measurements from the four independent camera data sets. A previously unseen frequency was accepted if it was detected in at least one camera from each site. Uncertainties for the frequencies were measured from the standard deviation in the detected frequencies; amplitude uncertainties were calculated using methods from Montgomery & Odonoghue (1999). We compared the Montgomery & Odonoghue (1999) frequency uncertainty measurements to the measurements from using the four camera data sets and found the uncertainties were typically underestimated by a factor of ∼5. This is expected, as the uncertainties from Montgomery & Odonoghue (1999) were noted in their work as lower limits on the errors in these measurements.

3.3. False Positives

The strongest periodogram frequencies from the stars in this study were used to identify remaining low-frequency (f < 1.5 day−1) and high-frequency (f > 1.5 day−1) false positives due to systematics in the bRing system. To do this, a density plot of the strongest frequencies was generated with bin sizes of 0.01 day−1 (Figure 2). The left panel focuses on the low-frequency false positives, which have been discussed thoroughly in Stuik et al. (2017), Talens et al. (2018), Burggraaff et al. (2018), Mellon et al. (2019a). The high-frequency systematics were observed to be more numerous and scattered, but are weaker by a factor of ∼10 compared to the low-frequency systematics and are roughly a factor of 10 above the noise floor (≃10−4) of the plot. Possible sources include the 288 day−1 (5 minute) sampling frequency of bRing and its beats/aliases and electromagnetic interference within bRing. The bRing detrending routines are continuing to be internally developed to minimize the effects of these dominating systematics.

Figure 2.

Figure 2. Probability density plot of the strongest frequencies in the periodograms of all the stars in this study. The left panel focuses on low-frequency (0–1.5 day−1) pulsations with clear contributions at 1 day−1 and its aliases. The right panel contains higher frequencies (>1.5 day−1) and has notable contributions at ∼30 day−1, 100 day−1, 200 day−1 and their beats and aliases. The noise floor of the plot is at a probability density of ∼10−4. It is worth noting the low-frequency systematics are at least an order of magnitude stronger than the high-frequency systematics, which are themselves an order of magnitude stronger than the noise floor.

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The low-frequency systematics posed the largest problem due to the majority of the variables in this survey having real frequencies in this regime. They are clearly dominated by the sidereal cycle and its aliases; the large peaks that pick up around 0.167 day are due to the ansatz routine not picking up frequencies at that harmonic. We were careful when reporting frequencies as real when they were within 0.1 day−1 of these frequencies. For example, if independent evidence of variability existed for these frequencies near a systematic (e.g., the eclipsing binary (EB) V397 Pup with a 3.00402 day period; Watson et al. 2006), they were accepted as real. However, potential new variables could have been missed due to the lack of a sophisticated means of independent verification or imperfections in the detrending or ansatz routines. The high-frequency systematics were only applicable to the δ Scuti candidates due to their high-frequency regime; however, the systematics were not an issue for the δ Scuti primary frequencies detected in this study.

3.4. Performance Analysis

The sample from this study was also used to study the performance of bRing. In Figure 3, the rms for each post-detrending star was plotted in gray against the catalog magnitude of the star. For each camera, ∼14% of the stars performed better than 1% and ∼70% stars performed better than 2% (dashed line). The results here are similar to the results from Talens et al. (2017b, 2018).

Figure 3.

Figure 3. Plots showing the rms (gray dots) in each of the cameras for the 16,762 stars in this survey. The horizontal dashed line represents 2% scatter. The horizontal dotted–dashed line represents the combined noise floor estimated by visual inspection to be at an rms of around 0.005.

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By visual inspection, it is clear that a combined noise floor (plotted as a horizontal dotted–dashed line in Figure 3) exists in all 4 cameras at an rms of about 0.005. The region brighter than V ≃ 5.5 mag is dominated by this combined noise floor term. Contributing terms to this noise floor include scintillation noise (estimated to be around 10−4 at both sites via Young's approximation: Young 1967; Osborn et al. 2015), noise contributed from the calibration and detrending, as well as other noise sources such as read noise and dark current. This noise floor level matches the expected photometric precision for bright stars in bRing, indicating that the detrending routine used in this work was successful (Stuik et al. 2017; Talens et al. 2017b, 2018). The fainter region was dominated by the shot noise and sky noise contributions. Overall, bRing performed as expected at the bright end and performed well for stars at the faint end, which made a complete survey of all the stars in the bRing data possible despite lingering systematics.

4. Results and Discussion

We detected 353 variable stars in the bRing survey. We used the VSX11 catalog, Vizier,12 and SIMBAD13 web services to identify previously known or candidate variables (Ochsenbein et al. 2000; Wenger et al. 2000; Watson et al. 2006). The periods reported for previously known variables were then compared to the periods detected with bRing. Stars that had no mention as variable stars in these databases, or suspected variables that did not have quoted periods in any source, are reported here as new periodic variables. Of the 284 previously known variables in this survey, the bRing periods were found to be consistent for 62% of the stars. The majority of the inconsistent periods were δ Scutis or long-period variables (LPVs). bRing could simply be detecting a more significant period or alias for the δ Scutis due to their multi-periodic nature that requires further study to disentangle (out of the scope of this work). The LPVs typically had low-precision measurements of the period, leading to the inconsistencies observed between previous measurements and bRing measurements.

bRing detected 71 variables that had not been previously flagged as known or candidate variables (including the 17 irregular variables observed by bRing). bRing was also able to reclassify four stars based on their newly measured period, light-curve shape, and spectral classification. The remainder of the stars showed no detectable or independent signs of variability down to the ∼1 mmag level. These stars are tabulated by variable classification in the following subsections.

The color-absolute magnitude positions of the 353 variable stars are plotted in Figure 4. The different types of variables are symbol-coded with respect to the tables they inhabit in Section 4. Previously known variables are outlined in black, while newly identified variables are solid black. For the four stars that are reclassified in this work, a small black star was placed on top of their respective symbols. The SIMBAD service was queried for Johnson BV photometry (Perryman & ESA 1997; Kharchenko 2001), Galactic coordinates l and b, and in the vast majority of cases, either a Gaia DR2 or Hipparcos parallaxes (Ochsenbein et al. 2000; van Leeuwen 2007; Brown et al. 2018). We queried the most recent 3D reddening maps from the STILISM14 program to deredden the (B − V) colors (Capitanio et al. 2017; Lallement et al. 2018). Following Mellon et al. (2019a), we adopted the ratio of total to selective extinction to be AV/E(B − V) ≃ 3.07 + 0.167 (B − V)o, which is an adequate approximation over the intrinsic color interval −0.32 <(B − V)o < 1.5. Solar composition PARSEC isochrones (Bressan et al. 2012; Marigo et al. 2017) were overlaid for several ages; these were generated using the CMD 3.3 Input tool.15 The color-absolute magnitude parameters calculated for Figure 4 are tabulated in Table 10 in the Appendix.

Figure 4.

Figure 4. Color–magnitude diagram of the variables in this work. Types of variables are symbol-coded with respect to the tables presented in Section 4. The symbols for previously identified variables are outlined in black and newly identified variables are solid black. The four reclassified variables in this work are denoted with a black star. Several solar composition PARSEC isochrones are overlaid (Bressan et al. 2012; Marigo et al. 2017). Two of the stars had reddening values that placed them outside the scope of this plot; these stars were not plotted in order to better focus on the majority of the stars HD 85871 ((B − V)0 = 2.32, MV = −3.45) and HD 30551 ((B − V)0 = 2.63, MV = −3.99). Another star (HD 69342) was not included because a distance could not be determined for this star.

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4.1. Cepheid Variables

A total of 47 previously classified Cepheid variables detected with bRing have well-defined periods in the VSX catalog. These are tabulated in Table 1, which includes identification information about each star, the primary bRing period and amplitude, and the reported VSX period. This structure is used for tables throughout this paper. The primary frequencies recovered by bRing agreed with all of the fundamental modes reported in the VSX catalog. A future study of Cepheids in bRing could yield fainter frequency modes present in their power spectrum and help identify the Blažhko effect if present (Blažko 1907). Based on their CMD position (Figure 4), two of the stars are unusual for Cepheids; we reclassify them.

Table 1.  Previously Classified Cepheid Variables Detected with bRing

Name HD P σP A σA VSX ID PVSX V SpT References
(day) (day) (mmag) (mmag) (day) (mag)
bet Dor 37350 9.844 0.007 157.8 1.6 13671 9.843 3.80 F6Ia 1
AP Pup 65592 5.085 0.003 127.8 2.6 26671 5.084 7.34 F8II 2
AX Vel 68556 2.592 0.001 82.8 1.5 37493 2.593 8.14 F6II 3
AH Vel 68808 4.229 0.033 87.5 1.2 37478 4.227 5.73 F7IB/II 3
RS Pup 68860 41.193 0.429 242.5 5.9 26613 41.443 7.00 F8Iab 2
V Car 72275 6.699 0.003 143.0 1.7 5758 6.697 7.30 F8Ib/II 1
RZ Vel 73502 20.482 0.067 264.4 4.0 37434 20.398 7.15 G1Ib 3
SW Vel 74712 23.381 0.067 251.7 3.9 37439 23.407 8.30 F8/G0Ib 3
SX Vel 74884 9.537 0.013 169.7 2.6 37440 9.550 8.34 F8II 3
BG Vel 78801 6.928 0.01 97.0 1.4 37501 6.924 7.68 F7/F8II 3
V Vel 81222 4.366 0.004 144.2 1.8 37421 4.371 7.57 F8II 1
I Car 84810 35.688 0.060 167.4 1.9 6330 35.552 3.74 G5Iab/Ib 1
V397 Car 87072 2.063 0.001 49.6 0.6 6150 2.063 8.30 F8IB/II 1
RY Vel 89841 27.952 0.177 201.2 3.2 37433 28.136 8.40 F5Ib/II 1
VY Car 93203 18.852 0.033 160.4 2.3 5796 18.890 7.62 F7Iab/Ib 1
U Car 95109 38.609 0.315 247.6 3.3 5757 38.829 6.45 G3Ia 1
ER Car 97082 7.722 0.011 103.0 1.4 5914 7.719 6.82 G1Iab/Ib 1
IT Car 97485 7.524 0.008 68.1 1.0 5990 7.533 8.11 F8Iab/b 1
V419 Cen 100148 5.502 0.005 61.7 1.0 7716 5.507 8.18 F7II 1
S Mus 106111 9.689 0.012 108.3 1.4 19678 9.660 6.08 F6Ib 1
R Cru 107805 5.818 0.004 140.4 2.1 10769 5.826 6.90 F7Ib/II 1
BG Cru 108968 3.345 0.002 45.4 0.6 10853 3.343 5.49 F5III 1
AG Cru 110258 3.836 0.004 89.5 1.5 10829 3.837 8.23 F8Ib/II 1
R Mus 110311 7.529 0.010 196.7 2.1 19677 7.510 7.51 F7Ib 1
S Cru 112044 4.687 0.001 146.9 2.0 10770 4.690 6.73 F7Ib/II 1
V659 Cen 117399 5.629 0.007 59.4 0.8 7956 5.623 6.65 F6/F7Ib 1
XX Cen 118769 10.938 0.021 171.5 2.4 7346 10.953 7.83 F7/F8II 1
V381 Cen 120400 5.080 0.002 151.2 2.1 7678 5.079 7.68 F8Ib/II 1
V Cen 127297 5.482 0.003 132.6 2.1 7302 5.494 6.80 F5Ia 1
AV Cir 130233 3.066 0.002 74.6 0.8 9474 3.065 7.44 F7II 1
AX Cir 130701 5.279 0.015 76.1 1.1 9476 5.273 5.94 F8II+A/F 1
132247a 2.123 0.008 8.7 0.2 412415 2.122 8.10 A0IV 3
R TrA 135592 3.392 0.002 129.8 1.3 36665 3.389 6.70 F7Ib/II 1
136633a 6.118 0.009 28.0 0.5 412524 6.125 8.21 B3V 1
LR TrA 137626 2.429 0.001 32.3 0.4 36930 2.428 7.79 F8II 1
S TrA 142941 6.324 0.006 162.3 1.8 36666 6.324 6.45 F8II 1
U TrA 143999 2.567 0.002 151.4 1.8 36668 2.568 7.92 F8Ib/II 1
S Nor 146323 9.754 0.018 84.1 1.0 19962 9.754 6.53 F8/G0Ib 1
RV Sco 153004 6.067 0.011 155.3 5.0 32830 6.061 7.16 G0Ib 2
V636 Sco 156979 6.803 0.010 93.5 1.5 33452 6.797 6.68 F7/F8Ib/II 3
V482 Sco 158443 4.529 0.007 106.0 3.5 33298 4.528 7.93 F8/G0II 2
V950 Sco 159654 3.378 0.001 67.0 1.1 33766 3.380 7.27 F5Ib 3
X Sgr 161592 7.018 0.003 278.0 8.6 27707 7.013 4.56 F7II 2
RY Sco 162102 20.063 0.007 172.8 5.1 32833 20.323 8.18 F6Ib 2
W Sgr 164975 7.597 0.001 172.4 6.9 27706 7.595 4.70 G0Ib/II 2
kap Pav 174694 9.031 0.008 180.9 2.1 25119 9.083 4.36 F5Ib-II: 1
XY Car 308149 12.430 0.055 5.5 0.1 5803 12.434 6.97 A9Ib-II 1

Note.

aReclassified in this work, see Section 4.1.

References. (1) Houk & Cowley (1975), (2) Houk (1982), (3) Houk (1978).

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HD 132247 (ASAS J145955-4957.9) is a A0IV star (Houk 1978) classified in VSX as both a first-overtone classical Cepheid and an α2 Canum Venaticorum (ACV) (Sitek & Pojmański 2014). This is a poorly studied star that does show an 8 mmag pulsation at a period of 2.123 days. There are other modes present in the star's periodogram; however, nothing is indicative of it being a classical Cepheid in addition to its spectral classification. Although its period could indicate this is an ACV variable, a lack of spectral observations to identify chemical peculiarities and spectral line intensity variations make it challenging to unambiguously classify.

One possible variable classification is a δ Scuti. Although the luminosity class of the star suggests it lies beyond the blue edge of the instability strip (Breger & Pamyatnykh 1998), its position in Figure 4 ((B − V)0 = 0.13, MV = 1.40) is on top of the other δ Scutis in this study. In addition, δ Scutis have been shown to exist blueward of this theoretical limit (Bowman & Kurtz 2018; Mellon et al. 2019a). Therefore, the classical Cepheid designation should be removed. The ACV designation should also be changed due to lack of a detailed spectral study. It is reasonable to suggest that this star is actually a δ Scuti based on its CMD position and multiple pulsation modes present in its periodogram.

HD 136633 (ASAS J152459-6156.7) is a B3V star (Houk & Cowley 1975) classified as a fundamental-mode classical Cepheid in VSX (from Sitek & Pojmański 2014). The periodogram does reveal multiple modes present; however, the B3V spectral classification means this star astrophysically is unlikely to be a classical Cepheid. It is more likely to be a β Cephei (BCEP) or slowly pulsating B-type (SPB) star. This agrees with its position on the CMD (Figure 4: (B − V)0 = −0.12, MV = −2.00). The modes present in this star appear to better fit the description of an SPB and should be reclassified as such (De Cat 2007; Miglio et al. 2007).

4.2. EBs and the O'Connell Effect

We detected 120 EBs in the bRing data set. For most of these EBs, the periodogram revealed the half period (the phase-folded light curve showed the primary and secondary eclipses overlapping) as the dominating sinusoidal component. When a potential EB was found, the periodogram was rescanned in a window around double the original period to find the true period. For a few EBs, this was not true and the correct period was searched for manually. The known EBs were discussed in Section 4.2.1 and are tabulated in Table 2 like the Cepheids in Table 1. Periods from Rimoldini et al. (2012) were used in place of missing VSX periods where available. Three new EBs are discussed in Section 4.2.2 and summarized in Table 3. Eighteen of the bRing EB light curves also showed evidence of the O'Connell effect (O'Connell 1951), and these are discussed in Section 4.2.3 and their parameters are summarized in Table 4.

Table 2.  Previously Classified Eclipsing Binaries Detected with bRing

Name HD P σP A σA VSX ID PVSX V SpT References
(day) (day) (mmag) (mmag) (day) (mag)
zet Phe 6882 1.66985 1e-04 36.7 0.5 26329 1.66978 3.98 B6V+B0V 1
16589 6.33296 2e-04 5.4 0.2 53991 0.82414a 6.48 F6V 2
CN Hyi 17653 0.45609 2e-04 68.6 0.6 16473 0.45611 6.67 F6V 1
WZ Hor 17755 0.72886 1e-04 48.0 0.6 15947 0.72885 8.06 F3/F5V 1
VY Ret 21765 14.21605 5e-04 3.3 0.2 39786 14.21605 7.89 F5V 1
RZ Cae 29087 2.48712 5e-04 10.2 0.4 4529 2.48696 7.83 A4V 2
AN Dor 31407 2.03274 1e-04 13.2 0.3 13656 2.03268 7.67 B2/B3V 1
AR Dor 34349 2.95130 8e-05 4.7 0.1 13660 2.95206 7.03 F5V 1
UX Men 37513 4.18110 1e-03 25.5 0.8 18670 4.18110 8.25 F8V 1
TY Men 37909 0.46166 1e-04 99.0 1.0 18665 0.46167 8.26 A3/A4V 1
del Pic 42933 1.67248 2e-04 46.9 0.6 26396 1.67254 4.72 B0.5IV 1
V360 Pup 52993 1.12803 2e-04 10.7 0.3 26962 1.29644 6.57 ApSi 2
V361 Pup 54579 0.23661 5e-04 49.8 2.7 26963 0.36737 8.04 G0V 3
FF CMa 55173 1.21332 4e-04 67.2 3.2 5323 1.21337 7.48 B3/5V(p) 2
V452 Car 56146 2.11033 1e-05 23.2 0.4 6205 1.05502 8.10 B8IV 1
56910 1.83724 2e-05 5.7 0.2 55845 0.94929a 6.84 A2/3mA4-A7 1
V376 Pup 60559 3.88333 2e-04 3.8 0.2 26978 1.94270 6.25 B8IV(p Si) 2
V454 Car 60649 0.98049 1e-04 32.6 0.5 6207 0.98042 6.99 B4/B5V 1
V455 Car 61644 5.13038 2e-04 14.4 0.3 6208 5.13300 8.40 B5/B6IV 1
V606 Car 63203 12.31530 2e-03 9.5 0.4 42349 12.31920 8.31 B8/B9III 1
V397 Pup 63786 3.00402 2e-04 3.4 0.2 26999 3.00445 5.93 B9V 2
QZ Pup 64503 1.11207 2e-04 8.4 0.2 26936 1.11203 4.48 B2V 2
V Pup 65818 1.45441 2e-04 115.9 1.5 26607 1.45449 4.49 B1Vp+B2 4
66623 0.85182 1e-04 7.6 0.6 250227 0.42573 8.11 F7V 2
V462 Car 66768 1.10561 6e-05 30.7 0.4 6215 1.10569 6.71 B3V(n) 1
V431 Pup 69882 9.34999 1e-04 10.9 0.3 27033 9.35928 7.18 B1III: 5
70999 1.99520 5e-03 14.1 0.6 358580 2.99250 8.04 B3III 2
HR 3322 71302 4.93500 2e-04 4.4 0.2 27040 4.93500 5.97 B3V 5
NO Pup 71487 0.77183 2e-03 10.3 0.3 26892 1.25689 6.50 B9IV/V 2
XY Pyx 71801 0.92254 4e-04 10.1 0.4 27231 0.92254 5.74 B2V 2
X Car 72698 0.54132 1e-04 46.5 0.8 5760 1.08263 8.06 A0Vn 1
FY Vel 72754 33.88620 5e-04 39.2 0.6 37604 33.72000 6.89 B2Iape 5
V470 Car 72878 2.16177 2e-04 19.9 0.4 6223 2.16178 7.47 B9IV 1
V454 Vel 73699 1.13484 2e-04 16.1 0.4 272444 1.13492 7.58 B3V 2
NX Vel 73882 2.91834 3e-04 6.0 0.3 37715 2.91988 7.26 O8V: 6
RS Cha 75747 1.66999 1e-04 51.3 0.6 9248 1.66987 6.08 A7V 1
CV Vel 77464 6.89145 3e-04 2.1 0.1 37538 6.88949 6.70 B2V+B2V 5
GP Vel 77581 8.97155 2e-04 10.8 0.4 37614 8.964357 6.91 B0.5Ib 5
PQ Vel 78165 22.2632 1e-03 4.5 0.2 37731 22.2632 7.61 A2/3III(m) 5
V476 Car 78763 1.28135 2e-03 15.2 0.3 6229 1.28143 8.30 B7Vn 1
S Vel 82829 5.93101 2e-03 23.1 0.4 37418 5.93365 7.80 A5Ve+K5IIIe 7
IP Vel 84400 3.43679 1e-04 23.3 0.4 37649 3.43789 6.16 B6V 5
V486 Car 84416 1.09378 1e-04 32.7 0.4 6239 1.09389 6.32 A0V 1
KN Vel 85037 2.72327 1e-04 7.9 0.2 37663 2.72290 6.52 A2IV(m) 5
QX Vel 85185 0.87811 2e-04 37.8 0.6 37748 0.87807 8.00 A0V 5
QX Car 86118 4.47804 1e-04 14.0 0.3 6085 4.47804 6.66 B3V+B3V 1
V367 Car 86441 5.71172 2e-04 13.6 0.3 6120 5.73000 7.52 B6V 1
V341 Vel 89611 14.73000 9e-04 2.8 0.3 37757 14.73000 7.96 A0IV 5
V435 Vel 90000 10.49500 7e-04 4.7 0.2 37761 10.49500 7.56 B3V 5
90941 7.56760 4e-04 1.1 0.2 411431 7.56470 7.87 B4IV 5
CC Ant 91519 2.44594 6e-05 19.7 0.6 172655 2.44514 7.70 A8III 2
V661 Car 93130 0.39875 1e-04 14.8 0.4 56932 23.9438 8.08 O6III 6
RZ Cha 93486 2.83200 2e-04 24.8 0.4 9255 2.83208 8.08 F5V+F5 1
V356 Vel 93668 1.76804 2e-04 14.6 0.3 37772 1.76791 6.74 A0V 5
V772 Car 94924 0.88419 2e-04 27.4 0.4 172663 0.88417 8.01 A1V 1
V529 Car 95993 4.74574 2e-04 33.8 0.6 6282 4.74461 8.18 B8V 1
TU Mus 100213 1.38710 1e-04 101.9 1.3 19704 1.38728 8.40 O8(+O8) 6
V1101 Cen 102682 5.03350 2e-04 25.0 0.6 43976 5.03230 8.23 F5V 5
LZ Cen 102893 2.75772 1e-04 88.6 1.2 7571 2.75772 8.24 B2III 1
V788 Cen 105509 4.96697 1e-03 1.9 0.1 8085 4.96638 5.74 A3III 5
V831 Cen 114529 0.32142 5e-03 5.0 0.1 8128 0.64252 4.58 B8V 1
V964 Cen 115823 1.54308 1e-04 6.5 0.1 8261 1.54259 5.45 B6V 5
V979 Cen 119888 2.56882 7e-05 18.0 0.3 8276 2.56841 7.84 B8II 1
V1294 Cen 121291 1.16556 2e-04 25.4 0.5 45116 1.16553 7.89 A0Vn+K2(III) 5
AT Cir 122314 3.25748 3e-04 9.8 0.2 9472 3.25749 7.62 A5IV/Vs 1
V992 Cen 122844 1.21168 1e-04 16.4 0.3 8289 1.21156 6.20 A5III/IV 1
123720 0.86872 5e-05 16.4 0.3 58490 0.86880 7.75 A4V 1
V716 Cen 124195 1.49024 2e-04 32.9 0.5 8013 1.49010 6.09 B5V 8
RR Cen 124689 0.60570 1e-04 71.8 1.1 7307 0.60569 7.46 A9/F0V 1
129094 0.39881 2e-03 27.1 0.8 98784 0.74422 8.37 F7V 1
QZ Lup 131638 1.13658 1e-04 15.6 0.3 45479 1.13655 8.32 B9V 5
HR Lup 133880 1.75470 1e-04 11.9 0.3 17811 0.87748 5.76 B8IVSi 9
del Cir 135240 3.90445 1e-04 19.2 0.3 9529 3.90248 5.07 O8.5V 6
GG Lup 135876 1.84961 1e-03 4.9 0.3 17783 1.84961 5.59 B9V 5
MP TrA 143028 2.07017 3e-04 8.3 0.2 36942 2.06972 7.80 B7Ib/II 1
V399 Nor 147170 3.19301 3e-04 13.3 0.3 59034 3.19288 8.21 F6/F7V 3
V760 Sco 147683 1.73074 2e-04 15.1 0.6 33576 1.73090 7.05 B4V 2
OT Aps 148891 2.42603 9e-05 6.7 0.2 832 2.42660 8.00 B9.5IV 1
V1288 Sco 149450 1.10896 1e-05 32.0 0.6 46471 1.10890 8.23 B3III 5
V882 Ara 149668 20.96590 9e-05 4.3 0.2 59156 20.96590 7.61 A2IV 1
R Ara 149715 8.85166 2e-03 25.7 0.8 2804 4.42522 8.33 K0III 1
V954 Sco 149779 1.26883 1e-04 48.9 0.8 33770 1.26859 7.57 B2IV 5
V878 Ara 151475 0.77053 6e-05 46.0 0.7 136724 0.77046 8.05 B3II/III 5
V1290 Sco 151564 4.49267 2e-04 6.0 0.3 59217 4.49244 7.98 O9.5IV 5
HR 6247 151890 1.44647 1e-04 44.8 0.8 34007 1.44627 2.99 B1.5IV+B 10
V1295 Sco 152333 2.15767 3e-04 32.4 0.6 59262 2.15767 8.07 B1-2Ib-II 5
V861 Sco 152667 7.85382 1e-04 38.4 0.8 33677 7.84818 6.18 B0.5Ia 2
V883 Sco 152901 4.34113 1e-04 23.6 0.5 33699 4.34119 7.39 B2.5Vn 11
V836 Ara 153140 7.04075 2e-04 24.8 0.4 3639 7.03418 7.51 B1II 5
V616 Ara 154339 4.99671 6e-05 52.4 0.8 3419 4.99525 8.26 B3II/III 5
FV Sco 155550 5.72861 2e-04 37.9 1.4 33001 5.72790 8.07 B4IV 2
V1012 Sco 155775 1.51531 2e-04 12.0 0.2 33828 1.51548 6.72 B1V 6
V499 Sco 158155 2.33216 2e-04 67.2 2.5 33315 2.33330 8.29 B1III 2
V1081 Sco 158186 2.51419 1e-04 10.5 0.6 33897 2.51374 7.00 O9.5V(n) 6
V535 Ara 159441 0.31466 2e-04 30.2 0.4 3338 0.62930 7.36 A8V 1
V539 Ara 161783 3.16836 3e-04 19.6 0.3 3342 3.16909 5.70 B2V+B3V 1
V453 Sco 163181 12.00201 7e-05 82.7 2.4 33269 12.00597 6.60 O9.5Ia/ab 2
V1647 Sgr 163708 3.28277 1e-04 24.5 1.0 29347 3.28279 7.06 A3III 2
V2509 Sgr 167231 1.84197 4e-04 34.9 1.4 30209 1.08697 7.41 A0IV 2
V681 CrA 171577 4.32961 2e-04 2.8 0.2 10552 4.32788 7.74 B9V 5
V362 Pav 173344 2.74826 7e-05 5.3 0.1 25082 2.74844 7.39 A2mA5-A9 1
V363 Pav 174139 1.19491 1e-04 27.7 0.4 25083 1.19497 8.17 B9/B9.5V 1
V4407 Sgr 174632 1.45165 1e-04 19.1 0.8 32107 1.45174 6.64 B7/B8IV 8
177776 1.65022 7e-05 12.7 0.3 414518 1.65006 8.12 B9.5Vn 1
V4089 Sgr 184035 4.62891 3e-04 9.5 0.3 31789 4.62988 5.90 A5IV-III 5
HO Tel 187418 1.61294 2e-04 53.9 0.8 36458 1.61310 8.30 A7III(m) 5
V4437 Sgr 193174 1.13654 3e-04 36.0 1.3 32137 1.13662 7.24 A9IV/V 2
V386 Pav 198736 0.55187 2e-04 31.2 0.4 25106 0.55184 8.34 A9V 1
DE Mic 200670 0.20535 2e-04 16.6 0.5 137558 0.41069 7.80 F6/7V 2
BR Ind 201427 1.78553 2e-04 6.7 0.2 16577 0.89277 7.09 F8V 3
203244b 12.77751 7e-03 9.0 0.1 64006 833.29734a 6.98 G5V 3
CH Ind 204370 5.94788 2e-03 12.9 0.3 137591 5.95320 7.52 A9V 5
205877 7.68402 3e-04 7.4 0.1 64150 3.83266a 6.20 F7III 5
CP Gru 208614 2.08577 3e-04 29.1 0.4 14785 2.08615 7.72 A5V 5
DV Gru 210572 9.61553 1e-03 2.9 0.1 64287 4.81803 7.72 F8V 1
DK Tuc 212661 5.33386 4e-04 5.2 0.2 37084 5.33793 6.90 A1mA5-F0 1
DP Gru 220633 3.80231 3e-04 9.5 0.3 14807 3.80350 8.29 F5/F6V 5

Notes.

aRimoldini et al. (2012). bReclassified.

References. (1) Houk & Cowley (1975), (2) Houk (1982), (3) Torres et al. (2006), (4) Hiltner et al. (1969), (5) Houk (1978), (6) Sota et al. (2014), (7) Sahade (1952), (8) Hube (1970), (9) Buscombe (1969), (10) Levato (1975), (11) Garrison et al. (1977).

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Table 3.  New Eclipsing Binaries Detected with bRing

HD P σP Pri Sec VSX ID V SpT References
(day) (day) (mag) (mag) (mag)
77669 7.70766 5e-04 0.180 0.15 8.10 B9III/IV 1
142049 13.22062 4e-05 0.050 0.045 45942 5.85 G5II/III+A3 2
155781 13.08670 6e-05 0.100 0.080 7.42 A3IV/V 2

References. (1) Houk (1978), (2) Houk & Cowley (1975).

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Table 4.  Eclipsing Binaries Showing the O'Connell Effect Detected with bRing

Name A σA Max 1 Max 2 Δm
(mmag) (mmag) (mag) (mag) (mmag)
del Pic 46.9 0.6 4.6275 4.6301 2.6
V462 Car 30.7 0.4 6.5196 6.5120 7.6
TY Men 99.0 1.0 8.0567 8.0925 35.8
V535 Ara 30.2 0.4 7.3529 7.3551 2.2
V954 Sco 48.9 0.8 7.4828 7.4933 10.5
V772 Car 27.4 0.4 8.0544 8.0580 3.6
QZ Pup 8.4 0.2 4.4553 4.4584 3.1
DE Mic 16.6 0.5 7.7230 7.7323 9.3
HD 123720 16.4 0.3 7.7724 7.7772 4.8
LZ Cen 88.6 1.2 8.3148 8.3288 14.0
V979 Cen 18.0 0.3 7.4619 7.4654 3.5
V1012 Sco 12.0 0.2 6.6502 6.6525 2.3
V716 Cen 32.9 0.5 6.0115 6.0072 4.3
QX Vel 37.8 0.6 7.8886 7.8824 6.2
HR 6247 44.8 0.8 2.8767 2.8705 6.2
V470 Car 19.9 0.4 7.2323 7.2298 2.5
TU Mus 101.9 1.3 8.2469 8.2266 20.4
RR Cen 71.8 1.1 7.2808 7.2752 5.6

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4.2.1. Previously Identified EBs

For the 117 variable stars previously classified as EBs, the measured periods were compared to the values listed in the VSX catalog. The periods we measured with bRing agreed with 95 (∼81%) of the periods reported in VSX within 1%. There were 9 stars (∼7%) whose bRing periods were double the VSX period, but for which we confirmed the bRing periods by visual inspection of the phase-folded light curve (DV Gru, BR Ind, V452 Car, HD 66623, HD 205877, HD 56910, V376 Pup, HR Lup, R Ara). For eight stars (∼7%) a different period was detected that reproduces the eclipse structure, whereas the VSX period does not (V361 Pup, HD 70999, V360 Pup, V2509 Sgr, V661 Car, HD 16589, NO Pup, HD 203244). There were also five stars (∼5%) whose bRing periods recovered the eclipsing structure at half the reported VSX period (DE Mic, HD 129094, X Car, V535 Ara, V831 Cen). We further discuss a couple of notable cases: HD 70999 and HD 203244.

HD 70999: unfortunately, the VSX period for this star was near one of the strong, low-frequency bRing systematic false positives (see Section 3.3). The light curve also seemed to be missing the eclipses for ∼25% of the observations. When phase-folding on the VSX period of 2.99250 days, the phase-folded light curve showed the dip broken up into three segments with no clear eclipse structure. When bRing data were phase-folded to 1.9952 days, two dips were recovered, but no clear eclipse structure was seen. Due to this lack of data in bRing, the period for this eclipsing system was not accurately determined.

HD 203244 was classified as an Algol eclipsing binary (EA) in both the VSX catalog and Rimoldini et al. (2012), with the latter reporting an unusually long period of 833.29734 days. We detect in the bRing photometry a very strong period at 12.77751 days; however, the phase-folded light curve at this period is shallow and does not show a secondary eclipse as expected from an EA. Phase-folding on the half or double period did not reveal additional structure. HD 203244 is most likely an ellipsoidal variable based on the period and shape of the phase-folded light curve.

4.2.2. New EBs

Three new EBs were identified and their phase-folded light curves are shown in Figure 5. To better identify the orbital periods for these new EBs, a BLS routine adopted from other works in this group was used (e.g., Talens et al. 2017a; Dorval et al. 2019).

Figure 5.

Figure 5. Light curves, periodograms, and phase-folded light curves of the three new eclipsing binaries detected in this survey.

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HD 77669: this is a B9III/IV star (Houk 1978) with V magnitude 8.11 (Perryman & ESA 1997) and parallax ϖ =1.9553 ± 0.0514 mas, corresponding to distance d = 511 ± 13 pc (Gaia DR2 5331845690580305920; Brown et al. 2018). We detect a strong period of 7.70766 days with a primary eclipse depth of 0.18 mag and a secondary eclipse depth of 0.15 mag. The observed transit depths in bRing are observed to be >0.15 mag; however, the bottom of the primary and secondary eclipses are too deep for bRing to accurately measure.

HD 142049 (HR 5900): HD 142049 is cataloged in VSX as a suspected variable (NSV 7318). The Washington Double Star catalog (Mason et al. 2019) reports HD 142049 as a 4farcs8 binary with V magnitudes of 5.91 and 8.36, and the common motion and parallax of the pair is obvious in Gaia DR2 (Gaia DR2 5833110434699732352 and Gaia DR2 5833110434673386240; Brown et al. 2018). The Gaia DR2 parallaxes are 18.1136 ±0.0678 mas and 18.1238 ± 0.0445 mas for A and B, respectively, showing the resolved pair to be at distance 55.2 pc. The spectral types of the components are a matter of some contention, with Houk & Cowley (1975) reporting components of type G5II/III and A3, noting that there is "slight possibility there is a Am or Fm star component," and Corbally (1984) reporting types of kA3hF3mF4 for the primary and F9.5V for the secondary. The bRing data show that the unresolved light from the system is consistent with a grazing EB with period 13.22062 day, with primary eclipse depth 0.050 mag and secondary eclipse depth of 0.045 mag. The binary must have a fairly eccentric orbit, as the eclipses are only 0.3 phase apart.

HD 155781: this V = 7.43 star has spectral type A3IV/V (Houk & Cowley 1975; Perryman & ESA 1997) and parallax 3.9861 ± 0.0561 mas, corresponding to distance d = 250.9 ± 3.5 pc (Gaia DR2 5913908252773468928; Brown et al. 2018). We detect a strong signal at a period of 13.08670 days that appears to correspond to the orbital period of an EB with primary dips of 0.10 mag and secondary dips of 0.08 mag.

4.2.3. The O'Connell Effect

This survey searched for evidence of the O'Connell effect in all of the W UMa and β Lyr EBs in this data set. In W UMa and β Lyr EBs, the O'Connell effect is observed as an asymmetry in the maximum brightness in between the primary and secondary eclipses, i.e., the maximum before the primary eclipse is fainter than the maximum before the secondary eclipse (O'Connell 1951). The underlying physical mechanism is not well understood (plausible explanations include surface features and Doppler beaming: Wilsey & Beaky 2009; da Silva et al. 2014) though several examples have been detected (Pribulla et al. 2003, 2011; Burggraaff et al. 2018).

The O'Connell effect was detected in 18 of the bRing EBs, which have been tabulated in Table 4. The differences between the maxima were considered significant if they exceeded 3σA, where σA is the uncertainty in the amplitude of the EB. Only two of the EBs in this table (TY Men (Nagy 1985; Pribulla et al. 2011) and TU Mus (Terrell et al. 2003) have been noted in the literature as having evidence of asymmetry in their light curves. The other 16 have likely been missed due to the faint effect observed in bRing and possible variability of the effect (Wilsey & Beaky 2009) masking the asymmetry in previous studies.

4.3. δ Scuti Variables

We detected 66 δ Scuti variables in the bRing data set, 26 of which are candidates that had not been previously reported as detected pulsators. For the 40 previously known δ Scutis, we report only the strongest frequency in the bRing light curve. The previously published frequencies for the δ Scuti variables in Table 5 are from VSX by default; however, if one was not listed in VSX, we cite additional sources (Rodríguez et al. 2000; Rimoldini et al. 2012; Mellon et al. 2019a). The reported periods for 22 (55%) of the δ Scuti variables in Table 5 do not match those reported in previous studies. All of the δ Scutis are very tightly bound with their positions on the CMD (Figure 4; this is useful for confirming the new δ Scutis candidates by inspection. The bright δ Scuti variable β Pictoris itself was not included in this work because the bRing data for β Pictoris were recently published and analyzed in Zwintz et al. (2019). The mismatches may be due to a variety of reasons, including aliasing or the presence of multiple modes; however, the star θ Tuc had an additional feature in its periodogram that is not δ Scuti in nature.

Table 5.  Previously Classified δ Scutis Detected with bRing

Name HD f σf A σA VSX ID fVSX V SpT References
(day−1) (day−1) (mmag) (mmag) (day−1) (mag)
θ Tuc 3112 0.28165 2e-04 4.0 0.2 37102 20.28068 6.11 kA7hA7mF0(IV) 1
8351 14.13144 5e-05 3.7 0.2 53727 14.06695a 6.70 A9V 2
BD Phe 11413 27.02703 4e-03 4.9 0.2 26294 25.21158a 5.93 A1Va λ Boo 3
12284 6.25500 7e-05 5.2 0.3 53855 6.20694 7.68 A9III 2
RX Cae 28837 8.27307 5e-04 6.5 0.3 4527 6.48925 7.01 F3/F5II 4
X Cae 32846 0.29564 1e-04 5.0 0.3 4518 0.27049 6.31 F2IV/V 2
YY Pic 39244 18.51316 3e-04 3.7 0.2 26385 9.73985 7.79 A7V 4
41846 10.47770 4e-05 5.3 0.2 10.33475a 8.12 A6mA7-F0 5
46586 14.82017 5e-04 2.9 0.2 410727 14.82052 8.04 F0III 4
V638 Pup 58635 8.66695 5e-03 2.5 0.1 26970 8.66699 6.82 A8V 2
V393 Car 66260 14.1551 1e-04 6.8 0.2 6146 7.07741 7.47 A7III/IV 5
AI Vel 69213 11.59990 1e-04 49.0 0.9 37479 8.96265 6.56 A9IV-V 4
OX Vel 77347 12.60254 1e-04 11.5 0.2 37727 12.60255 7.58 A4mA7-A9 5
ER Cha 88278 14.27857 1e-04 3.9 0.1 9398 15.72376 7.31 A3/5III/IV 5
LW Vel 88824 12.58582 5e-05 3.8 0.1 37687 8.98093 5.27 F0Vn 1
90611 15.19447 4e-04 2.5 0.2 15.19498a 6.55 F0IV/V 4
IW Vel 94985 10.14809 2e-04 4.3 0.1 37656 6.66666 5.90 A4V 4
V1023 Cen 102541 19.89813 5e-03 4.1 0.2 8320 20.00000b 7.95 hF0VkA5mA5 λ Boo 6
EE Cha 104036 33.86956 3e-04 3.4 0.1 9386 33.33333b 6.73 A7V 5
111984 23.49741 5e-05 3.3 0.1 21.46347a 7.28 A5V 4
V853 Cen 126859 16.30857 8e-04 2.4 0.3 8150 18.92013 6.97 A6V 5
IN Lup 142994 9.16564 6e-05 3.0 0.2 17824 7.87402b 7.17 F2VkA3mA3 λ Boo? 7
IO Lup 143232 13.40241 5e-04 3.0 0.1 17825 15.59193a 6.67 kA7hA5mF2 8
V922 Sco 153747 23.80734 1e-03 2.7 0.2 33738 20.00000 7.40 hA7VmA0 λ Boo 6
156623 71.14754 8e-04 3.4 0.1 71.14300c 7.24 A1V PHL 6
157321 10.51587 2e-05 9.7 0.2 60284 10.51640 8.02 A9IV/V 5
V703 Sco 160589 6.66876 6e-04 25.2 1.4 33519 8.67922 7.85 F0V 6
V346 Pav 168740 12.57296 1e-04 2.6 0.1 25066 16.98244d 6.12 A8VkA2mA2 λ Boo 7
V353 Tel 173794 0.61578 3e-04 4.7 0.1 137348 0.31250 7.11 A3III/IV 4
QQ Tel 185139 8.41297 3e-04 4.3 0.1 36568 15.38462 6.26 F2IV 4
192316 33.0221 1e-03 3.4 0.2 22.80867a 7.55 A8V 5
198592 26.34244 8e-04 2.7 0.3 21.59235a 7.58 A3III 4
200475 1.11423 2e-05 9.5 0.2 305774 1.11499 7.82 A3mA5-A7 5
201292 14.7769 4e-05 5.2 0.2 25.80477a 8.19 A3II 5
CK Ind 209295 1.12963 3e-04 25.3 0.3 137616 1.12934 7.32 A9/F0V 5
DR Gru 213669 14.01768 7e-05 7.6 0.2 137628 15.01502 7.41 F0VkA2.5mA2.5 λ Boo 7
218090 1.81606 1e-04 6.3 0.1 305852 1.81590 8.13 F0V 5
219301 9.28928 3e-05 3.6 0.2 250337 9.28966a 6.56 F0III 5
RS Gru 13.60412 6e-05 46.9 0.7 14680 6.80218 8.27 A9IV 4
HIP 35815 7.70897 5e-05 6.9 0.3 55889 10.83677a 7.84 F0 9

Notes.

aRimoldini et al. (2012). bRodríguez et al. (2000). cMellon et al. (2019a). dPaunzen et al. (1998).

References. (1) Gray & Garrison (1989), (2) Houk (1982), (3) Gray & Garrison (1987), (4) Houk (1978), (5) Houk & Cowley (1975), (6) Paunzen et al. (2001), (7) Gray et al. (2017), (8) Paunzen & Duffee (1996), (9) Boss (1937).

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HD 3112 (θ Tuc): θ Tuc is a well-studied δ Scuti that is also a well-studied binary system (e.g., Cousins & Lagerweij 1971; Stobie & Shobbrook 1976; Kurtz 1980; Bos 1994; Sterken 1997; De Mey et al. 1998). The primary pulsation reported in the VSX catalog is 20.28068 day−1, which agrees with prior observations (Cousins & Lagerweij 1971; Stobie & Shobbrook 1976; Kurtz 1980; Liakos & Niarchos 2017). However, the dominant period detected by bRing is 0.28165 day−1, which is reported in Table 5. This pulsation has been previously identified as orbital motion associated with the binary nature of the system (0.281 day−1: Sterken 1997; De Mey et al. 1998). A search of the bRing periodogram around the expected δ Scuti frequencies recovers a primary δ Scuti frequency of 17.06312 day−1.

The 26 new candidate δ Scuti variables all had faint primary pulsation amplitudes of <10.5 mmag, with the exception of HD 216743, and they all had brightnesses in the range V ≃ 6.5–8.3, and are reported in Table 6 (showing the primary pulsation frequency as seen by bRing). Most of the newly discovered δ Scuti variables in the bRing survey were in the faint end of the magnitude range for the instrument (V < 6.5); the two brighter candidates were HD 171819 (V = 5.84) and HD 189951 (V = 5.25) (Kharchenko & Roeser 2009). Further analysis of the frequencies detected with the bRing time-series photometry for the previously discovered and newly discovered δ Scuti variables is encouraged and out of the scope of this work.

Table 6.  New Candidate δ Scutis Detected with bRing

HD f σf A σA VSX ID V SpT References
(day−1) (day−1) (mmag) (mmag) (mag)
3463 10.50785 5e-04 3.7 0.2 8.04 A6/8V 1
20232 45.45826 2e-04 2.1 0.2 6.88 A2/A3III/IV 2
25860 15.34882 4e-04 2.0 0.1 6.62 A4/A5IV 1
43898 19.31816 2e-04 2.6 0.3 7.87 A8/A9V 2
46978 16.6692 2e-03 4.4 0.2 8.16 A6V 1
57969 68.46621 5e-03 2.1 0.1 55878 6.56 A1V 1
72979 10.49512 8e-04 6.0 0.1 7.70 A4Vs 1
81771 11.81314 4e-04 3.6 0.1 7.76 A4V 1
82484 4.53561 8e-03 7.2 0.3 8.09 A3III/IV 2
92762 16.39493 8e-04 4.1 0.2 7.80 A8V 1
110080 18.55808 6e-04 2.7 0.1 7.41 A5V 1
121191 21.59957 3e-03 7.7 0.2 8.16 A5IV/V 3
156408 10.64459 3e-04 10.4 0.3 33894 8.27 A7V 2
163482 5.92257 3e-03 3.0 0.1 274692 6.82 A0III/IV 2
168651 15.66042 3e-04 2.5 0.2 7.40 A9III 3
170461 12.59065 5e-04 3.7 0.2 250253 6.98 A9IV 2
171819 13.55119 2e-04 2.4 0.3 5.84 A7IV/V 3
172995 13.17514 2e-04 3.3 0.1 6.81 A9IV 3
177523 13.11519 2e-04 2.6 0.2 7.49 A9/F0IV 3
177665 11.34302 2e-04 5.1 0.2 8.37 F2IV 3
189951 12.19356 5e-04 2.1 0.3 63419 5.25 A9IV 3
191585 15.46432 4e-04 4.4 0.1 6.92 A2/3IV 2
200203 19.31605 7e-04 2.1 0.3 7.35 A4/A5II/III 1
204352 14.35455 3e-05 2.9 0.2 8.40 A9V 1
208094 18.46880 4e-04 3.0 0.3 8.21 A2IV 1
216743 16.88458 3e-04 43.3 0.2 7.25 A3V 3

References. (1) Houk & Cowley (1975), (2) Houk (1982), (3) Houk (1978).

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The star HD 140566 (included in Table 7) was labeled as detached EB by the VSX with a period 193.70000 days. bRing detected a much shorter period at 0.08783 days (11.38563 day−1). This star is poorly studied with no prior follow-up work attempting to confirm the nature of this variable. The bRing period and light curve are not indicative of an eclipsing system. The combination of the detected pulsation in the bRing light curve and the star's spectral type (A5IV) indicate that the star is likely to be a δ Scuti variable. This agrees with its position among other δ Scutis in the CMD from Figure 4 ((B − V)0 = 0.16, MV = 0.99). Therefore, this star is not an eclipsing system and is reclassified in this work as a candidate δ Scuti.

Table 7.  Other Previously Classified Variables Detected with bRing

Name HD P σP A σA VSX ID PVSX V SpT References Type
(day) (day) (mmag) (mmag) (day) (mag) (VSX)
13397 48.32756 4e-02 10 0.2 280885 49.20000 7.74 K0III 1 ROT
UX For 17084 0.95197 1e-03 21.3 0.5 14260 0.95600 8.04 G5/8V+(G) 2 RS
TV Pic 30861 0.85175 3e-05 30.1 0.4 26362 0.85199 7.44 A2V 1 ELL
TU Pic 33331 1.14708 2e-04 9.0 0.2 26361 1.14686 6.90 B5III 1 SPB
R Pic 30551 141.89257 26e00 523.7 5.4 26334 168.00000 7.59 K2/K3II:pe 1 SR
YZ Men 34802 19.36778 8e-02 24.1 0.3 18686 19.58000 7.76 K1IIIp 3 RS
AB Dor 36705 0.51443 2e-04 10.6 0.2 13645 0.513900 6.93 K1III(p) 3 TTS/ROT
lam Col 39764 1.28660 1e-03 1.4 0.3 9602 1.28701 4.87 B5V 2 ELL
SZ Pic 39917 4.94895 4e-03 0.1 0.4 26359 4.95000 7.89 G8V 2 ELL
TY Pic 42504 48.82267 3e-01 7.8 0.3 26365 50.20000 7.70 G8/K0III+F 3 RS
V Pic 43518 166.32289 2e00 16.8 0.2 26338 180.00000 7.41 K2III 3 SR
AE Men 46291 12.14125 2e-02 13.9 0.2 18692 12.03000 8.25 K2III+F/G 3 RS
TZ Pic 46697 13.64700 3e-03 13.7 0.2 26366 13.68000 7.64 K1III/IVp 3 RS
V448 Car 49877 55.99252 1e-01 49.8 0.5 6201 5.61 K5III 3 SRD
56142 10.57968 4e-01 6.1 0.3 55829 21.16000 7.57 F6/F7V 2 RS
PS Pup 60168 2.07742 2e-03 8.1 0.4 26919 1.34220 6.62 B8V 2 ELL
V372 Car 64722 0.11540 1e-05 4.6 0.1 6125 0.11600 5.68 B1.5IV 3 BCEP
V413 Pup 66235 1.59433 9e-04 11.1 0.3 27015 1.59406 7.68 B9IV 1 SPB
V415 Pup 66503 0.84905 1e-04 7.5 0.2 27017 0.84892 8.22 B5V 1 SPB
QR Pup 69342 3.55155 7e-04 21.5 0.4 26928 3.55180 8.06 B3II 1 ELL
HV Vel 73340 2.66807 8e-04 6.2 0.1 37638 2.66745 5.78 ApSi 1 roAp
omi Vel 74195 2.79716 1e-03 7.3 0.2 37807 2.79759 3.59 B3IV 1 SPB
74422 0.74500 0.001 42.4 0.5 400557 0.74500 8.12 A3IV 3 ACEP
V473 Car 76640 0.95421 1e-04 8.1 0.1 6226 0.95399 6.35 B5V 3 SPB
OW Vel 76875 66.50249 2e+00 51.7 0.6 37726 64.54000 7.66 K2/3III+A/F 1 SRD
OY Vel 77653 1.48775 4e-04 6.6 0.1 37728 1.48782 5.03 B9 1 ACV
PR Vel 78405 1.23898 4e-04 10.6 0.3 37732 1.23890 8.26 B5IV 1 SPB
PS Vel 79039 1.07481 1e-04 9.4 0.2 37733 1.07460 6.82 B4V 1 SPB
V480 Car 81654 40.80297 5e-01 18.9 0.5 6233 40.00369a 7.87 B2/3V(e) 3 BE + GCAS
QZ Vel 85871 5.71790 7e-03 5.2 0.2 37750 1.03108 6.49 B1V 3 SPB
V335 Vel 85953 3.75717 3e-03 6.1 0.1 37751 3.75520 5.94 B2V 4 SPB
88825 1.45753 3e-05 10.5 0.2 6.09 B4Ve 3 BE(SPB)
V514 Car 92287 2.90561 6e-04 3.8 0.1 6267 2.90457 5.88 B3IV 3 ELL
V431 Car 97152 1.61853 1e-05 6.7 0.2 6184 1.61853 8.07 WC7+O7V 5 E/WR
KQ Mus 100359 1.23848 3e-04 13.6 0.2 19926 1.23834 6.88 B7IV 3 SPB
V810 Cen 101947 151.28362 7e-01 16.0 0.2 8107 130.00000 5.01 F9Ia 6 LPV
DE Cru 104631 3.68406 3e-03 10.2 0.2 10896 3.68800 6.77 B1II 3 SPB
DF Cru 104705 1.13486 2e-04 13.8 0.2 10897 1.13480 7.81 B0.5III 3 SPB
V1123 Cen 108015 58.59871 1e+00 42.5 0.6 44225 60.60000 7.97 F3/5Ib/II 1 SRD
V946 Cen 112999 1.13651 1e-04 12.2 0.2 8243 0.08883a 7.38 B6III(n) 7 BE+GCAS
116862 0.80112 7e-04 3.7 0.1 58241 2.87078a 6.26 B3IV 1 BE+GCAS
118258 49.69547 1e+00 4.8 0.2 287154 50.50000 8.01 G6V 3 RS
DF Cir 124672 0.36907 1e-05 13.7 0.2 136640 0.367772 7.55 F6V 8 ELL
V1001 Cen 125104 6.73825 1e-02 10.1 0.3 8298 6.73600 7.29 B4IV/V 3 DPV/ELL
HX Lup 125721 3.08809 7e-04 5.0 0.1 17817 3.08809 6.11 B1III 1 ELL
V761 Cen 125823 8.81327 2e-02 6.5 0.3 8058 8.81710 4.41 B2V 2 SXARI
eta Cen 127972 0.64250 6e-05 7.9 0.3 8347 0.64247 2.33 B1Vn+A 9 GCAS+LERI
LS TrA 137164 44.46069 6e-01 39.9 0.4 36931 45.00000 7.47 K1/K2IVp 3 RS
HV Lup 137518 2.82838 2e-03 38.9 0.7 17815 7.74 B1/2(I/IIIN) 9 BE
LZ TrA 138521 0.57015 6e-05 7.4 0.2 36938 0.57019 8.04 B9IV 3 SPB
140566b 0.08783 1e-05 3.3 0.2 415978 193.70000 8.28 A5IV 1 ESD(DSCT)
142542 92.14955 2e+00 4.1 0.2 412695 324.00000 6.29 F3/F5V 2 M
V374 Nor 147894 2.77589 3e-04 6.7 0.2 20334 2.72950 7.24 B5III 1 ELL
V918 Sco 149404 9.81300 5e-03 4.8 0.1 33734 9.81300 5.48 O9Ia 10 ELL
149455 1.28303 2e-04 6.8 0.2 59146 1.28217 7.69 B7III/IV 3 SPB
151158 0.18178 1e-05 6.3 0.2 225575 0.18178 8.21 B2Ib/II 1 BCEP
OV Aps 151665 0.92038 1e-04 9.7 0.2 834 0.92044 8.07 A7III 3 ACV
V846 Ara 152478 0.43861 2e-05 8.0 0.2 3649 0.60646a 6.30 B3Vnpe 9 BE+GCAS
V847 Ara 152511 0.94205 1e-04 6.5 0.1 3650 0.94213 6.53 B5III 3 SPB
V884 Sco 153919 3.41141 4e-04 7.3 0.2 33700 3.41161 6.53 O5F 10 ELL+HMXB
155190 1.66574 7e-04 7.2 0.1 59550 1.66571a 7.12 B7III/IV 3 SPB
V824 Ara 155555 1.68379 5e-05 6.5 0.1 3627 1.68160 6.87 K1Vp 3 RS
156853 1.15959 3e-04 4.1 0.1 1.15945 7.60 AP SI 1 ACV
159041 3.80296 3e-03 5.9 0.2 0.09432a 8.04 B9Ib/II 1 SPB
V1092 Sco 163254 0.83175 2e-04 11.2 0.2 33908 0.83167 6.74 B5Vn 1 SPB
V692 CrA 166596 1.65010 3e-02 4.1 0.2 10563 1.67000 5.46 B2.5III 1 SXARI
172416 0.82698 3e-04 6.6 0.1 62979 0.99787 6.61 F5V 1 GDOR
V364 Pav 175008 0.57389 5e-05 6.6 0.1 25084 0.57389 6.80 B9IV/V 3 SPB
rho Tel 177171 1.55272 6e-05 4.7 0.1 63113 4.73687 5.17 F7V 1 RS
189631 0.70578 8e-05 6.8 0.2 63407 0.59900 7.54 A9V 1 GDOR
193677 0.42930 3e-03 3.2 0.1 281860 0.85857 7.60 A2V 3 ROT
201247 6.32432 2e-02 2.7 0.1 63923 1.26590a 6.84 G0 11 RS
209234 4.67895 1e-01 4.6 0.1 0.089454a 7.87 G3V 8 RS
CX Gru 214291 0.87089 1e-04 11.7 0.2 14793 0.87125 6.57 F7V 1 ELL
ksi Oct 215573 1.76908 3e-04 5.7 0.1 20485 1.76866 5.32 B6IV 5 SPB
216668 1.78959 4e-04 6.2 0.2 305847 1.78997 7.89 A1V 3 VAR
BP Gru 217522 0.18301 2e-02 1.7 0.1 14762 7.52 Ap(Si)CR 12 roAp
CF Oct 196818 20.46033 3e-02 20.4 0.3 20449 19.97000 7.90 K0IIIp 3 BY
SX Phe 223065 0.05496 6e-03 33.4 0.8 26236 0.05496 7.31 A2Vvar 1 SXPHE
V715 CrA 168403 4.80085 3e-03 13.8 0.2 10586 4.79920 6.78 A0II/III(p) 2 ACV

Notes. ACEP: anomalous Cepheid. ACV: α2 CVn. BCEP: β Cephei. BE: Be star. BY: BY-Draconis type. DPV: double periodic. DSCT: δ Scuti. ED/ESD: detached EB. ELL: ellipsoidal variable. GCAS: γ Cass-type. GDOR: γ Dor-type. HMXB: high-mass X-ray binary. LERI: λ Eri-type. LPV: long period. M: Mira-type. roAp: chemically peculiar, rapidly oscillating A star. RS: RS CV-type. SDOR: S Doradus-type. SPB: slowly pulsating B-type. SXARI: SX Arietis-type. SXPHE: SXPHE-type variable. TTS: T Tauri Star. WR: Wolf–Rayet.

aRimoldini et al. (2012). bReclassified.

References. (1) Houk (1978), (2) Houk (1982), (3) Houk & Cowley (1975), (4) Cucchiaro et al. (1977), (5) Shara et al. (2009), (6) Keenan & McNeil (1989), (7) Garrison et al. (1977), (8) Torres et al. (2006), (9) Levenhagen & Leister (2006), (10) Sota et al. (2014), (11) Gray et al. (2006), (12) Levato et al. (1996).

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4.4. Other Variables

In addition to the variables discussed in the previous sections, bRing detected evidence of periodic pulsations representing several different "other" classes of variability including ellipsoidal variables (ELLs), rotation periods (ROT), and β Cepheids (BCEPs), among others. bRing was particularly sensitive to low-amplitude (typically ≃ 10 mmag) slowly pulsating B stars (SPBs) and LPVs. In Table 7, we list 80 stars previously classified as variables in the VSX catalog, along with their VSX and bRing variability parameters, and classification in the VSX catalog (last column). We discuss some of these stars further in Section 4.4.1 if the period of a non-LPV star detected with bRing was significantly different than a previously published period or if the periodogram revealed new additional periods of interest. In Table 8, a list of new period detections or variable classifications is provided for 25 stars using this system based on their spectral and pulsation properties and light-curve shapes, and these stars are discussed further in Section 4.4.2.

Table 8.  Other New Variables Detected with bRing

Name HD P σP A σA VSX ID PVSX V SpT References Type
(day) (day) (mmag) (mmag) (day) (mag) (VSX)
4737 82.79415 4e00 5.1 0.1 6.27 G8III 1 LPV
5135 51.35633 3e-01 6.5 0.2 7.87 G3IV/V 1 LPV
6269 99.68567 9e00 13.4 0.8 6.28 G8IIICN... 2 LPV
11597 72.28817 4e00 20.7 1.1 8.15 F5V 2 LPV
32453 29.02423 4e-01 3.9 0.1 6.01 G8III 2 LPV
39937 47.04209 0.39153 10.4 0.2 41338 5.94 F7IV 3 LPV
53143 9.59515 6e-02 8.5 0.1 6.81 K0IV-V 3 ROT?
f Pup 61330 85.64948 1e-02 5.2 0.2 4.53 B8IV/V 2 LPV
73141 0.89316 2e-04 12.5 0.3 8.40 B7 III/IV 1 SPB
76006 17.97482 1e-01 4.0 0.1 7.32 F5/6 III 1 LPV
IY Vel 76566 2.10650 2e-03 3.6 0.1 37658 6.25 B3IV 1 SPB
87896 58.02840 1e00 6.2 0.1 6.91 G8III 3 LPV
90885 7.83318 3e-01 3.8 0.1 8.33 K2/K3III 4 ROT?
99757 1.13729 4e-04 12.5 0.3 8.16 B7 II/III 1 SPB
103285 1.33863 1e-04 6.6 0.3 411690 164.30000 8.23 B9.5V 3 SPB
129118 72.74121 14e00 5.4 0.1 6.79 K0III 1 LPV
KL Lup 135411 65.04632 26e00 15.5 0.4 17838 8.24 K5III 2 LPV
143098 8.56567 3e-04 3.5 0.2 7.64 G5V 4 ROT
144951 114.70571 2e-01 21.0 0.3 412789 138.00000 8.06 B3 V 3 LPV
149238 139.28268 6e00 32.5 0.3 36806 299.00000 8.04 F8V 3 LPV
156768 121.17629 6e00 4.7 0.1 5.86 G8Ib/II 3 LPV
167714 147.74923 24e00 5.0 0.1 5.94 K2III 3 LPV
179522 110.02770 6e00 10.0 0.1 63153 7.42 G8III/IV 1 LPV
192594 32.91187 6e-02 35.0 0.6 7.35 K3 III 2 LPV
198752 73.25503 1e00 11.0 0.2 63815 7.13 K4III 2 LPV

Note. LPV: long period. ROT: rotation period. SPB: slowly pulsating B star.

References. (1) Houk (1978), (2) Houk (1982), (3) Houk & Cowley (1975), (4) Torres et al. (2006).

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4.4.1. Previously Known Variables

In comparing the periods determined using bRing data to those listed in either VSX or Rimoldini et al. (2012), we find that only 20 of the 80 (25%) had completely different periods. We discuss the ones that showed period differences in this section.

bRing was able to provide more precise period measurements for five of the LPV, SR, and SRD stars. Five of these stars had completely different periods from the low-precision periods reported in VSX or Rimoldini et al. (2012).

HD 177171 (ρ Tel): for the young F5V HD 177171, we detect a strong periodicity of 1.55258 days. However, Rimoldini et al. (2012) quote a period of 0.71187 day, and VSX reports a period of 4.73687 days from Koen & Eyer (2002). Both estimates are based on the sparse Hipparcos time-series photometry (∼70 data points), whereas the bRing data set has >102 more points and dense coverage. We do not detect significant peaks at the periods reported by either Rimoldini et al. (2012) or Koen & Eyer (2002) (in VSX).

HD 60168 (PS Pup): with bRing we detected a slightly different period (2.07742 days) for the ELL variable PS Pup compared to that published in VSX (1.34220 days). The periodogram for PS Pup does not have a significant period near the VSX period of 1.34220 days and the detected bRing period is near the 2 day alias of the sidereal systematic. The star and its periodicity detected with bRing are reported in Table 7 because the expected shape of an ELL variable is recovered at this period versus the sinusoid expected from a sidereal alias (hence we believe the periodicity to be real).

HD 172416 and HD 189631: the γ Dor-type stars HD 172416 and HD 189631 both had different periods in bRing than they have reported in VSX. For HD 172416, the reported VSX period is 0.99787 day, which is close to the primary sidereal systematic. If this was a real signal in bRing, it could not be recovered due to the proximity to this dominant systematic. The 0.59900 day signal for HD 172416 was not recovered at all in the bRing periodogram and the detrending routine should not affect this period. The periodogram for this star revealed the primary period of 0.70578 day, as well as additional significant periods that could be useful for future analysis.

V946 Cen, HD 116862, and V846 Ara: there were several Be stars detected by bRing. bRing measured a different period for the stars V946 Cen, HD 116862, and V846 Ara compared to that reported in VSX; these three stars also happen to be γ Cas (GCAS) variables, which are known to be irregularly variable on the order of a decade. The time between the study of Rimoldini et al. (2012) and bRing (∼5–7 yr) could be enough time for periods to drift, causing the differences in observed periods. bRing's long baseline could also be a factor, picking up underlying shifts. In particular, V946 Cen and HD 116862 both show two dominant periods, while V846 Ara only shows a single dominant period at 0.43861 day.

The RS CVn (RS) variables hosted the most discrepancies between observed bRing periods and prior studies. bRing detected completely different periods for ρ Tel, HD 201247, and HD 209234; bRing detected near half the original period for HD 56142.

bRing detected 26 slowly pulsating B-type (SPB) stars (including 4 new ones from Section 4.4.2 and the reclassified classical Cepheid HD 136633 from Section 4.1). These stars are characterized by their spectral type, location near the main-sequence (as observed for this sample in Figure 4), and periods ranging from just short of a day to several days (De Cat 2007; Miglio et al. 2007). They are also known to exhibit multiple oscillations in their light curves (Miglio et al. 2007) and have even coexhibited BCEP pulsations in a few rare cases (De Cat 2007).

The periodograms for all of the SPB variables were individually inspected for multiple periods or shorter periods that may indicate BCEP pulsations similar to the stars from (De Cat 2007). In general, the previously observed SPB variables showed multiple independent periods in their periodograms and bRing detected different primary periods for HD 85871 and HD 159041. Further analysis of the SPB stars detected with bRing is beyond the scope of this work.

HD 140566: the final star that showed a different period than the reported VSX period was HD 140566 (previously discussed in Section 4.3). bRing detects a period at 0.08783 days, whereas VSX reports a 193.7000 day period and classified the star as a detached EB (ESD). The bRing light curve does not indicate evidence of an eclipsing system. The period is more indicative of a δ Scuti, and multiple modes appear in the periodogram. Its spectral type (A5IV) and CMD position (from Figure 4) agree with a δ Scuti classification. Therefore, this star should be relabeled as a candidate δ Scuti.

4.4.2. New Variables

In Table 8, we list 25 stars that had no known previously published periodicity or classification. A suggested classification was based on the period of the activity, the shape of the light curve, and the spectral type of the star.

The stars HD 103285, HD 73141, and HD 99757 were classified as SPB variables based on their periods and locations in Figure 4. The star HD 76566 (IY Vel) was also observed by Lefèvre et al. (2009), which also detected the 2.10650 day period. However, they left the SPB classification as uncertain; the SPB nature of this star is confirmed with the bRing data. Due to bRing's long baseline, it was possible to detect several long-period variables out to the Nyquist limit of the observations (typically around 266 days). The population of these variables is composed largely of K giants. For the stars in Table 8, the survey was able to either provide newly measured periods or provide more precise values over VSX periods.

HD 143098: for the G5V star HD 143098, a 8.56567 day period was detected that is indicative of rotation. The star also shows enhanced chromospheric activity (log R'HK = −4.46, −4.59 Boro Saikia et al. 2018) and strong Li i absorption (EW(Li i λ6707 = 60 mÅ; Torres et al. 2006). Combining this ROT with the $B-V$ color (0.686 ± 0.015) reported in Hipparcos (Perryman & ESA 1997), and the age-rotation calibration of Mamajek & Hillenbrand (2008), we estimate a gyrochronological age of HD 143098 of 0.6 Gyr. This is consistent with the other two indicators—both the Li absorption strength and the chromospheric activity are also very consistent with an age similar to that of the ∼0.6–0.8 Gyr old Hyades (Soderblom 1990; Mamajek & Hillenbrand 2008).

4.5. Irregular Variables

We also detected 17 irregular variables with the bRing photometry, which are listed in Table 9. The table includes previously known irregular variables (Be stars, Mira variables) as well as stars whose bRing light curves showed evidence of variability, but for which no significant period could be converged on.

Table 9.  Irregular Variables Detected with bRing

HD VSX ID PVSX V SpT References
(day) (mag)
3359 8.39 K0V 1
4229 6.8 K5III 2
12440 8.19 K2III 2
36597 3.86 K1II/III 3
51801 55670 224.71910 7.15 K2/K3III 2
68809 7.93 K0III 1
69256 8.17 K0III 1
72838 7.25 K1Ib: 3
91869 6.9 G8/K0III+.. 2
92063 43533 5.08 K1III 2
127755 58566 7.66 K3 III 2
128679 7.76 K2 III 2
139534 36907 295.39108 7.8 K0II/III 2
155806 33891 3.20848a 5.61 O8Ve 4
156468 33894 7.87 B2V:ne 3
158864 3633 8.17 B2 IB/IIeP 1
205834 8.1 K0 III 2
222060 5.99 K0II/III 2

Note.

aRimoldini et al. (2012).

References. (1) Houk (1978), (2) Houk & Cowley (1975), (3) Houk (1982), (4) Sota et al. (2014).

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The majority of these irregular variables exhibited very short bright events (HD 3359, HD 68809, HD 69256, HD 72838, HD 91869, HD 127755, HD 128679, HD 205834). These events were only a few hours in nature and could be degenerate with isolated stochastic events in the bRing data.

The light curve for HD 92063 shows three consecutive bumps in the brightness that extend as bright as 0.3 mag. The source of the bumps is likely due to the effects of the nova ASASSN-18fv (Nova Carina 2018, V906 Car) (Stanek et al. 2018), situated only 128'' away from HD 92063. ASASSN-18fv was alternatively classified as either a classical nova (Luckas 2018; Rabus & Prieto 2018) or a young stellar object that underwent a burst of accretion (Strader et al. 2018). Given the proximity of the nova compared to the bRing pixel size, the light curve of HD 92063 is likely corrupted by ASASSN-18fv.

bRing also observed a few isolated dimming events in the stars HD 4229, HD 12440, HD 35324, and HD 222060; however, the events could not be verified as real, significant events due to their short duration and noisy characteristics. We also identified HD 36597, HD 51801, HD 139534, and HD 159468 as semi-regular variables in the bRing data.

HD 155806 (V1075 Sco) and HD 158864 (V830 Ara): V1075 Sco (O8V star classified as a Be in VSX) shows significant variability (amplitude of 0.05 mag) over the first 100 days of bRing data. After disappearing from the bRing data for about 100 more days, the star reappears as roughly constant. This is likely just a symptom of the irregularity exhibited by these stars. Since HD 155806 is not listed as a GCAS in any source, bRing simply classified this as an irregular star. V830 Ara showed several significant brightening events (≃0.2 mag) throughout the 500 days of observation. A representative period could not be converged on, so this was classified as irregular.

In Mamajek et al. (2012), the authors detected an unusually deep eclipsing event that took place over ∼50 days in the J1407 system; this light curve has been subsequently modeled as a circumplanetary ring system (van Werkhoven et al. 2014; Kenworthy & Mamajek 2015). Follow-up observations and a study of the archival photometry have attempted to deduce the periodic nature of this event, but an additional event has yet to be confirmed (Mentel et al. 2018). While searching for variables in the bRing data, evidence of such eclipses in other stars were also searched for. Unfortunately, no other eclipses of similar length or depth were detected.

5. Conclusion

The bRing survey of β Pictoris included nearly continuous photometric monitoring of 10,000+ bright variables in the southern sky (Stuik et al. 2017; Mellon et al. 2019b, 2019a). This paper reports on the variability of the bright (V ≃ 4–8 mag) stars observed during the bRing survey, and provides improved periods (and sometimes classifications) for many known variables, identifies new variables missed by previous surveys, and provides classifications for some VSX candidate variables. The light curves were also examined for any evidence of transits by circumstellar or circumplanetary dust disks or ring systems analogous to J1407 (V1400 Cen), but no such cases were observed.

Of the 16,762 analyzed in this survey, 353 stars were detected as variable (80% were previously known and 20% were new detections or classifications). These stars were separated by variability into several tables where identifying information and the bRing periods and amplitudes were provided. We provided a brief discussion on the stars whose periods or classifications deviated from those established by the VSX catalog or other surveys. We also provided brief discussion on the newly detected variables and the stars that should be reclassified to better fit their period, light-curve shape, and spectral type. bRing was able to measure the O'Connell effect in 18 of the contact binaries in this survey; only 2 of these had previously shown the asymmetry in their light curves. This survey also detected 18 irregular variables, which were briefly discussed. The results from this survey of the bRing time-series photometry provides initial assessments of the variability parameters for bright southern stars, and may provide opportunities for further study to constrain the nature of these new and reclassified variable stars.

S.N.M. is a U.S. Department of Defense SMART scholar sponsored by the U.S. Navy through NIWC-Atlantic. The results reported herein benefitted from collaborations and/or information exchange within NASA's Nexus for Exoplanet System Science (NExSS) research coordination network sponsored by NASA's Science Mission Directorate. Part of this research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with NASA. The authors would like to acknowledge the support staff at both the South African Astronomical Observatory and Siding Spring Observatory for keeping both bRing stations maintained and running. Construction of the bRing observatory to be sited at Siding Springs, Australia would not be possible without a University of Rochester University Research Award, help from Mike Culver and Rich Sarkis (UR), and generous donations of time, services, and materials from Joe and Debbie Bonvissuto of Freight Expediters, Michael Akkaoui and his team at Tanury Industries, Robert Harris and Michael Fay at BCI, Koch Division, Mark Paup, Dave Mellon, and Ray Miller and the Zippo Tool Room. This research has made use of the International Variable Star Index (VSX) database, operated at AAVSO, Cambridge, Massachusetts, USA. This research has made use of the VizieR catalog access tool, CDS, Strasbourg, France (doi:10.26093/cds/vizier). This research has made use of the SIMBAD database, operated at CDS, Strasbourg, France. We acknowledge with thanks the variable star observations from the AAVSO International Database contributed by observers worldwide and used in this research.

Facilities: bRing-SA - , bRing-AU - , AAVSO. -

Software: Python 3.7.3 (Rossum 1995), scipy (Jones et al. 2001), matplotlib (Hunter 2007), numpy (Stéfan van der Walt & Varoquaux 2011), astropy (The Astropy Collaboration et al. 2018).

Appendix

Table 10 in the Appendix contains the adopted and calculated stellar parameters used to generate the color–magnitude diagram in Figure 4.

Table 10.  Adopted and Calculated Stellar Parameters

Name l b ϖ B V (B − V) E(B − V) (B − V)0 AV MV
(deg) (deg) (mas) (mag) (mag) (mag) (mag) (mag) (mag) (mag)
HD 3112 305.008486 −45.789165 7.162 6.359 6.109 0.250 0.005 0.245 0.015 0.369
HD 3359 309.594473 −67.800879 23.039 9.150 8.370 0.780 0.001 0.779 0.003 5.179
HD 3463 304.865029 −47.640183 5.377 8.240 8.040 0.200 0.008 0.192 0.025 1.668
HD 4229 303.190503 −31.421460 7.005 8.099 6.808 1.291 0.008 1.283 0.026 1.009
HD 4737 304.207519 −70.424430 7.996 7.175 6.277 0.898 0.002 0.896 0.006 0.785
HD 5135 302.466765 −65.577096 5.346 8.570 7.880 0.690 0.004 0.686 0.013 1.508
HD 6269 256.206003 −86.456746 7.841 7.213 6.283 0.930 0.002 0.928 0.006 0.749
HD 6882 297.833132 −61.714404 10.920 3.908 4.014 −0.106 0.002 −0.108 0.006 −0.801
HD 74422 278.644521 −12.886437 3.120 8.390 8.120 0.270 0.087 0.183 0.268 0.323
HD 8351 271.660105 −78.144661 7.234 6.960 6.698 0.262 0.002 0.260 0.006 0.989
HD 11413 280.699247 −64.277086 12.726 6.080 5.929 0.151 0.001 0.150 0.003 1.449
HD 11597 239.679217 −75.489274 12.648 8.610 8.150 0.460 0.001 0.459 0.003 3.657
HD 12284 246.808665 −73.257393 4.900 9.448 9.108 0.340 0.004 0.336 0.012 2.547
HD 12440 296.850833 −42.225420 2.537 9.500 8.200 1.300 0.030 1.270 0.098 0.124
HD 13397 272.939621 −63.724270 3.755 8.770 7.740 1.030 0.008 1.022 0.026 0.588
HD 16589 245.541212 −65.100855 17.948 6.995 6.483 0.512 0.001 0.511 0.003 2.750
HD 17084 244.720178 −64.175500 24.310 8.770 8.055 0.715 0.000 0.715 0.000 4.984
HD 17653 290.780175 −43.096853 17.029 7.120 6.660 0.460 0.002 0.458 0.006 2.810
HD 17755 283.036786 −49.418163 10.366 8.480 8.060 0.420 0.002 0.418 0.006 3.132
HD 20232 243.589022 −58.176492 12.584 7.040 6.880 0.160 0.001 0.159 0.003 2.376
HIP 21213 241.248424 −42.783693 7.500 7.800 7.630 0.170 0.001 0.169 0.003 2.002
HD 21765 276.560889 −47.102603 9.443 8.351 7.890 0.461 0.002 0.459 0.006 2.759
HD 25860 255.319180 −47.497443 7.153 6.826 6.615 0.211 0.002 0.209 0.006 0.881
HD 28837 245.182260 −43.294769 6.527 7.400 7.010 0.390 0.002 0.388 0.006 1.077
HD 30551 255.898732 −40.347787 0.870 8.990 6.350 2.640 0.012 2.628 0.042 −3.995
HD 30861 253.109163 −39.985308 4.691 7.580 7.440 0.140 0.003 0.137 0.009 0.787
HD 31407 264.090685 −38.718807 0.967 7.470 7.690 −0.220 0.013 −0.233 0.039 −2.422
HD 32453 243.737596 −37.381308 8.017 6.918 6.007 0.911 0.001 0.910 0.003 0.524
HD 32846 238.873189 −36.257079 10.170 6.607 6.314 0.293 0.001 0.292 0.003 1.348
HD 33331 250.226912 −36.738948 3.390 6.806 6.892 −0.086 0.005 −0.091 0.015 −0.472
HD 34349 275.285824 −34.809895 16.128 7.450 7.050 0.400 0.001 0.399 0.003 3.085
HD 34802 289.295356 −31.915956 5.409 8.850 7.770 1.080 0.030 1.050 0.097 1.339
HD 35324 282.662535 −33.019396 4.625 9.060 7.720 1.340 0.023 1.317 0.075 0.971
HIP 35815 251.367772 −11.077202 4.515 8.200 7.840 0.360 0.008 0.352 0.025 1.088
HD 36597 239.889723 −30.875387 12.461 5.010 3.870 1.140 0.001 1.139 0.003 −0.655
HD 36705 275.300830 −33.045550 65.320 7.856 6.999 0.857 0.000 0.857 0.000 6.074
HD 37350 271.733779 −32.774457 3.112 4.580 3.760 0.820 0.014 0.806 0.045 −3.819
HD 37513 287.845391 −31.095793 9.644 8.800 8.240 0.560 0.003 0.557 0.009 3.152
HD 37909 293.876606 −29.872461 6.892 8.510 8.260 0.250 0.008 0.242 0.025 2.427
HD 39244 252.963719 −29.692239 6.456 7.770 7.530 0.240 0.002 0.238 0.006 1.574
HD 39764 239.361225 −26.094313 9.666 4.720 4.870 −0.150 0.001 −0.151 0.003 −0.207
HD 39917 250.029969 −28.401647 5.307 8.660 7.906 0.754 0.003 0.751 0.010 1.521
HD 39937 265.481354 −30.410684 8.536 6.582 5.948 0.634 0.001 0.633 0.003 0.601
HD 41846 280.357024 −29.637540 5.192 8.470 8.110 0.360 0.014 0.346 0.044 1.643
HD 42504 262.654416 −27.941484 2.656 8.690 7.700 0.990 0.022 0.968 0.071 −0.250
HD 42933 263.302876 −27.683668 2.510 4.580 4.810 −0.230 0.027 −0.257 0.081 −3.273
HD 43518 268.921715 −27.999235 3.870 8.700 7.410 1.290 0.009 1.281 0.029 0.319
HD 43898 243.230633 −22.045071 6.925 8.160 7.870 0.290 0.002 0.288 0.006 2.066
HD 46291 282.691975 −27.681412 3.468 9.370 8.261 1.109 0.040 1.069 0.129 0.832
HD 46586 256.476067 −22.936854 8.882 8.320 8.030 0.290 0.001 0.289 0.003 2.770
HD 46697 268.279215 −25.562813 6.924 8.790 7.739 1.051 0.003 1.048 0.010 1.931
HD 46978 295.054679 −27.916876 5.090 8.480 8.160 0.320 0.073 0.247 0.226 1.468
HD 49877 265.125175 −22.645861 4.812 7.190 5.610 1.580 0.007 1.573 0.023 −1.001
HD 51801 281.264333 −25.361915 2.414 8.510 7.140 1.370 0.049 1.321 0.160 −1.107
HD 52993 246.244795 −13.439255 4.336 6.416 6.569 −0.153 0.007 −0.160 0.021 −0.267
HD 53143 271.654979 −22.592123 54.466 7.609 6.803 0.806 0.000 0.806 0.000 5.484
HD 54579 246.104700 −12.009698 15.469 8.940 8.029 0.911 0.001 0.910 0.003 3.973
HD 55173 242.507518 −9.724266 1.014 7.320 7.490 −0.170 0.049 −0.219 0.148 −2.628
HD 56142 248.137346 −11.516440 4.202 8.140 7.590 0.550 0.008 0.542 0.025 0.682
HD 56146 270.588989 −20.723588 2.261 8.050 8.090 −0.040 0.091 −0.131 0.276 −0.414
HD 56910 269.431682 −19.896621 6.452 7.100 6.840 0.260 0.005 0.255 0.015 0.873
HD 57969 267.448737 −18.489199 13.850 6.670 6.560 0.110 0.001 0.109 0.003 2.264
HD 58635 249.869298 −9.996722 5.520 7.100 6.810 0.290 0.006 0.284 0.019 0.501
HD 60168 249.247507 −8.119752 4.071 6.540 6.617 −0.077 0.010 −0.087 0.030 −0.365
HD 60559 253.130100 −9.785495 4.435 6.130 6.247 −0.117 0.011 −0.128 0.033 −0.552
HD 60649 265.536902 −15.781967 1.868 6.900 7.000 −0.100 0.109 −0.209 0.329 −1.972
HD 61330 248.978598 −6.669998 9.050 4.440 4.530 −0.090 0.002 −0.092 0.006 −0.693
HD 61644 273.717460 −18.682117 2.270 8.480 8.410 0.070 0.138 −0.068 0.419 −0.229
HD 63203 269.250591 −15.590387 1.914 8.300 8.320 −0.020 0.111 −0.131 0.336 −0.606
HD 63786 250.416015 −4.687935 6.539 5.886 5.936 −0.050 0.005 −0.055 0.015 −0.002
HD 64503 253.899409 −5.925270 5.030 4.301 4.474 −0.173 0.010 −0.183 0.030 −2.048
HD 64722 267.614913 −13.538668 2.313 5.529 5.680 −0.151 0.140 −0.291 0.420 −2.919
HD 65592 255.495365 −5.718947 0.802 8.130 7.370 0.760 0.356 0.404 1.110 −4.219
HD 65818 263.475590 −10.279223 3.400 4.240 4.410 −0.170 0.054 −0.224 0.163 −3.095
HD 66235 260.267567 −7.955540 2.508 7.540 7.670 −0.130 0.029 −0.159 0.088 −0.421
HD 66260 274.638128 −16.135648 5.388 7.760 7.460 0.300 0.016 0.284 0.050 1.068
HD 66503 258.189795 −6.404198 2.190 8.126 8.220 −0.094 0.025 −0.119 0.076 −0.154
HD 66623 251.745048 −2.180114 12.137 8.680 8.143 0.537 0.001 0.536 0.003 3.560
HD 66768 269.364185 −12.874937 2.557 6.660 6.690 −0.030 0.187 −0.217 0.564 −1.835
HD 68556 263.228698 −7.694949 0.616 8.780 8.160 0.620 0.120 0.500 0.376 −3.268
HD 68808 262.440856 −6.959550 1.217 6.350 5.760 0.590 0.066 0.524 0.207 −4.021
HD 68809 263.924453 −7.933014 2.491 9.070 7.930 1.140 0.042 1.098 0.136 −0.224
HD 68860 252.427475 −0.187155 0.584 8.000 6.700 1.300 0.202 1.098 0.653 −5.120
HD 69213 260.894205 −5.528365 9.858 6.980 6.700 0.280 0.002 0.278 0.006 1.663
HD 69256 262.640578 −6.653319 3.475 9.310 8.200 1.110 0.023 1.087 0.074 0.830
HD 69342 258.843122 −4.020185 8.240 8.060 0.180
HD 69879 249.199313 3.217249 7.055 7.475 6.422 1.053 0.004 1.049 0.013 0.652
HD 69882 259.498710 −3.908606 0.525 7.480 7.170 0.310 0.280 0.030 0.855 −5.085
HD 70999 256.821157 −0.612875 1.472 7.930 8.050 −0.120 0.113 −0.233 0.340 −1.450
HD 71302 260.502870 −2.888402 1.820 5.900 6.020 −0.120 0.065 −0.185 0.196 −2.876
HD 71487 257.618591 −0.538006 5.820 6.660 6.500 0.160 0.009 0.151 0.028 0.297
HD 71801 254.604570 2.030543 1.626 5.600 5.740 −0.140 0.062 −0.202 0.187 −3.391
HD 72275 275.249545 −12.285240 0.760 8.140 7.310 0.830 0.150 0.680 0.474 −3.760
HD 72698 274.678126 −11.515123 2.634 8.130 8.060 0.070 0.103 −0.033 0.314 −0.151
HD 72754 266.826694 −5.815158 0.582 9.090 8.880 0.210 0.231 −0.021 0.704 −2.999
HD 72838 266.517046 −5.480196 0.613 9.020 7.270 1.750 0.216 1.534 0.714 −4.505
HD 72878 271.659765 −9.204825 1.900 7.520 7.460 0.060 0.110 −0.050 0.335 −1.481
HD 72979 284.687144 −17.945936 4.154 7.900 7.700 0.200 0.045 0.155 0.138 0.654
HD 73141 267.079253 −5.553821 1.925 8.310 8.410 −0.100 0.098 −0.198 0.296 −0.464
HD 73340 268.266544 −6.176067 6.705 5.651 5.782 −0.131 0.005 −0.136 0.015 −0.101
HD 73502 262.882000 −1.910762 0.547 8.507 7.260 1.247 0.186 1.061 0.600 −4.651
HD 73699 259.795991 0.695547 1.004 7.620 7.600 0.020 0.087 −0.067 0.264 −2.656
HD 73882 260.181611 0.643141 2.170 7.590 7.190 0.400 0.036 0.364 0.112 −1.240
HD 74195 270.250715 −6.800198 6.610 3.440 3.630 −0.190 0.005 −0.195 0.015 −2.284
HD 74531 266.684501 −3.612202 1.331 7.080 7.230 −0.150 0.100 −0.250 0.301 −2.450
HD 74712 266.194768 −3.002906 0.258 9.580 8.320 1.260 0.230 1.030 0.741 −5.361
HD 74884 265.493657 −2.179077 0.409 9.190 8.330 0.860 0.312 0.548 0.980 −4.593
HD 75747 292.550759 −21.631893 10.096 6.280 6.070 0.210 0.005 0.205 0.015 1.075
HD 76006 268.697008 −3.333926 0.677 8.880 8.550 0.330 0.155 0.175 0.477 −2.773
HD 76566 265.641514 0.054159 2.601 6.100 6.260 −0.160 0.025 −0.185 0.075 −1.739
HD 76640 275.750650 −8.474583 4.580 6.257 6.353 −0.096 0.029 −0.125 0.088 −0.431
HD 76875 269.870923 −3.179071 2.681 8.830 7.720 1.110 0.031 1.079 0.100 −0.238
HD 77347 273.102827 −5.381860 4.675 7.840 7.580 0.260 0.019 0.241 0.059 0.870
HD 77464 271.159400 −3.523334 1.534 6.550 6.690 −0.140 0.054 −0.194 0.163 −2.544
HD 77581 263.058292 3.929854 0.384 7.370 6.870 0.500 0.142 0.358 0.442 −5.651
HD 77653 271.749887 −3.811274 8.850 5.171 5.295 −0.124 0.003 −0.127 0.009 0.021
HD 77669 265.662442 0.121400 1.955 8.050 8.100 −0.050 0.040 −0.090 0.121 −0.565
HD 78165 264.674744 3.317533 2.912 7.820 7.610 0.210 0.021 0.189 0.065 −0.134
HD 78405 272.634839 −3.739767 1.764 8.150 8.260 −0.110 0.049 −0.159 0.148 −0.655
HD 78763 285.437818 −14.797121 1.902 8.270 8.310 −0.040 0.066 −0.106 0.200 −0.494
HD 78801 271.863164 −2.558817 1.007 8.820 7.690 1.130 0.076 1.054 0.245 −2.539
HD 79039 269.132131 0.321652 2.273 6.692 6.812 −0.120 0.029 −0.149 0.088 −1.493
HD 81222 276.569793 −4.194508 0.911 8.290 7.570 0.720 0.217 0.503 0.680 −3.312
HD 81654 278.728196 −5.905462 0.916 7.880 7.880 0.000 0.176 −0.176 0.532 −2.843
HD 81771 288.159479 −15.200061 3.475 7.970 7.760 0.210 0.086 0.124 0.264 0.201
HD 82484 266.475505 8.320205 2.664 8.300 8.090 0.210 0.039 0.171 0.120 0.098
HD 82829 270.382574 4.770436 5.973 8.050 7.810 0.240 0.012 0.228 0.037 1.654
HD 84400 275.668170 1.411384 2.413 6.061 6.168 −0.107 0.043 −0.150 0.130 −2.050
HD 84416 285.886712 −10.535299 6.407 6.390 6.320 0.070 0.014 0.056 0.043 0.310
HD 84810 283.199003 −7.003808 0.777 4.330 3.400 0.930 0.156 0.774 0.496 −7.643
HD 85037 275.356375 2.830386 7.345 6.660 6.530 0.130 0.008 0.122 0.025 0.835
HD 85185 274.208898 4.519312 2.817 8.040 8.010 0.030 0.032 −0.002 0.098 0.161
HD 85871 279.410387 −0.870275 1.185 8.900 6.491 2.409 0.091 2.318 0.313 −3.453
HD 85953 276.869760 2.510135 1.684 5.777 5.932 −0.155 0.056 −0.211 0.169 −3.105
HD 86118 281.478387 −3.120892 1.341 6.470 6.640 −0.170 0.100 −0.270 0.301 −3.024
HD 86441 281.231910 −2.339378 1.033 7.490 7.520 −0.030 0.163 −0.193 0.492 −2.901
HD 87072 286.854973 −8.911832 0.858 9.070 8.290 0.780 0.155 0.625 0.489 −2.532
HD 87896 285.865065 −6.593891 6.670 7.820 6.910 0.910 0.015 0.895 0.048 0.983
HD 88278 295.294369 −18.743258 4.663 7.550 7.310 0.240 0.175 0.065 0.536 0.118
HD 88824 279.384303 4.265916 20.186 5.519 5.265 0.254 0.003 0.251 0.009 1.781
HD 88825 284.272213 −2.915781 1.455 5.997 6.087 −0.090 0.077 −0.167 0.233 −3.331
HD 89611 277.070166 9.457440 2.421 7.980 7.960 0.020 0.021 −0.001 0.064 −0.184
HD 89841 282.568898 1.474929 0.610 9.710 7.860 1.850 0.177 1.673 0.589 −3.803
HD 90000 279.472330 6.656732 1.299 7.420 7.560 −0.140 0.070 −0.210 0.211 −2.084
HD 90611 279.233514 8.442773 9.683 6.830 6.550 0.280 0.004 0.276 0.012 1.468
HD 90885 282.046388 4.407698 29.660 9.140 8.331 0.809 0.001 0.808 0.003 5.689
HD 90941 280.261842 7.510635 1.770 8.400 7.810 0.590 0.061 0.529 0.191 −1.142
HD 91519 273.992190 18.937293 4.197 7.980 7.700 0.280 0.030 0.250 0.093 0.722
HD 91869 285.492104 0.502151 2.070 7.790 6.910 0.880 0.046 0.834 0.147 −1.657
HD 92063 286.572675 −1.053904 13.237 6.249 5.088 1.161 0.010 1.151 0.032 0.664
HD 92287 285.630996 1.065114 2.666 5.749 5.876 −0.127 0.038 −0.165 0.115 −2.109
HD 92762 296.898420 −18.231703 7.730 8.060 7.810 0.250 0.009 0.241 0.028 2.223
HD 93130 287.568572 −0.859319 0.359 8.310 8.040 0.270 0.397 −0.127 1.202 −5.389
HD 93203 286.547631 1.212855 0.512 7.700 6.870 0.830 0.230 0.600 0.724 −5.308
HD 93486 298.409551 −20.324017 5.724 8.540 8.090 0.450 0.034 0.416 0.106 1.773
HD 93668 284.507820 6.151308 4.593 6.730 6.740 −0.010 0.020 −0.030 0.061 −0.010
HD 94924 292.748165 −8.238385 4.349 8.130 8.010 0.120 0.122 −0.002 0.372 0.830
HD 94985 285.137134 8.114793 9.124 6.061 5.898 0.163 0.006 0.157 0.018 0.680
HD 95109 289.057053 0.042811 0.479 7.210 6.110 1.100 0.400 0.700 1.267 −6.755
HD 95752 291.393564 −3.915900 0.314 7.421 6.970 0.451 0.447 0.004 1.364 −6.909
HD 95993 291.028404 −2.723612 2.260 8.620 8.180 0.440 0.245 0.195 0.755 −0.804
HD 97082 290.085281 1.472661 0.796 7.590 6.790 0.800 0.164 0.636 0.518 −4.224
HD 97152 290.946906 −0.488398 0.371 8.030 8.070 −0.040 0.352 −0.392 1.051 −5.133
HD 97485 291.472695 −1.111831 0.704 8.830 7.900 0.930 0.236 0.694 0.747 −3.610
HD 99757 289.751623 9.870446 2.160 8.060 8.160 −0.100 0.036 −0.136 0.109 −0.277
HD 100148 292.067042 4.264463 0.326 8.900 8.190 0.710 0.208 0.502 0.652 −4.894
HD 100213 294.807873 −4.144356 0.422 9.520 9.340 0.180 0.499 −0.319 1.495 −4.027
HD 100359 297.394601 −11.893218 1.867 7.081 6.884 0.197 0.323 −0.126 0.978 −2.739
HD 101947 295.179035 −0.644405 0.588 5.830 5.030 0.800 0.253 0.547 0.795 −6.917
HD 102541 290.030770 20.985574 8.604 8.180 7.940 0.240 0.006 0.234 0.019 2.595
HD 102682 291.846064 15.305595 3.918 8.789 8.240 0.549 0.052 0.497 0.163 1.042
HD 102893 295.568451 1.204261 1.120 8.280 8.250 0.030 0.147 −0.117 0.445 −1.949
HD 103285 296.026562 0.811795 1.347 8.310 8.240 0.070 0.138 −0.068 0.419 −1.533
HD 104036 300.068148 −15.248520 9.566 6.918 6.738 0.180 0.009 0.171 0.028 1.614
HD 104631 297.305591 0.165498 0.464 6.808 6.771 0.037 0.372 −0.335 1.114 −6.010
HD 104705 297.454691 −0.336299 0.432 9.560 9.110 0.450 0.386 0.064 1.181 −3.891
HD 105509 294.957397 17.886055 10.916 5.991 5.746 0.245 0.006 0.239 0.019 0.918
HD 106111 299.636182 −7.527775 1.131 7.010 6.170 0.840 0.227 0.613 0.716 −4.277
HIP 107231 349.866388 −48.057946 4.028 8.530 8.260 0.270 0.010 0.260 0.031 1.255
HD 107805 299.633990 1.064419 1.980 7.000 6.420 0.580 0.149 0.431 0.465 −2.562
HD 108015 298.254125 15.478414 0.212 8.379 7.960 0.419 0.064 0.355 0.199 −5.605
HD 108968 300.416306 3.351249 1.778 6.190 5.530 0.660 0.153 0.507 0.480 −3.700
HD 110080 302.015990 −7.694393 5.956 7.670 7.410 0.260 0.071 0.189 0.219 1.066
HD 110258 301.672146 3.053100 0.621 9.050 8.265 0.785 0.253 0.532 0.794 −3.564
HD 110311 302.104209 −6.550839 1.000 7.110 6.330 0.780 0.191 0.589 0.601 −4.271
HD 111984 303.343188 19.794944 6.910 7.510 7.280 0.230 0.028 0.202 0.086 1.391
HD 112044 303.316382 4.438949 1.022 7.340 6.580 0.760 0.218 0.542 0.685 −4.058
HD 112999 304.174646 2.175884 1.338 7.414 7.383 0.031 0.289 −0.258 0.869 −2.853
HD 114529 305.545614 2.845291 8.610 4.500 4.593 −0.093 0.019 −0.112 0.058 −0.790
HD 115823 307.408458 9.870003 8.166 5.314 5.443 −0.129 0.014 −0.143 0.042 −0.039
HD 116862 308.917726 13.072689 1.255 6.126 6.257 −0.131 0.075 −0.206 0.226 −3.476
HD 117399 307.686744 0.918454 0.484 7.190 6.490 0.700 0.451 0.249 1.394 −6.481
HD 118258 309.271499 6.154131 9.360 8.840 8.040 0.800 0.014 0.786 0.045 2.852
HD 118769 309.462365 4.637572 0.537 8.720 7.300 1.420 0.225 1.195 0.731 −4.780
HD 119888 309.107132 −1.669995 0.540 7.880 7.880 0.000 0.308 −0.308 0.924 −4.382
HD 120400 310.839533 4.377956 0.841 8.440 7.690 0.750 0.161 0.589 0.507 −3.192
HD 121191 312.441366 8.159707 7.570 8.400 8.160 0.240 0.020 0.220 0.062 2.494
HD 121291 314.795173 16.737341 0.996 8.640 7.900 0.740 0.054 0.686 0.171 −2.279
HD 122314 309.986969 −4.857728 6.034 7.970 7.620 0.350 0.063 0.287 0.195 1.328
HD 122844 313.625108 6.651686 7.752 6.433 6.204 0.229 0.026 0.203 0.080 0.571
HD 123720 314.119582 5.685342 6.262 7.980 7.750 0.230 0.044 0.186 0.136 1.598
HD 124195 314.733924 6.351017 3.726 6.130 6.090 0.040 0.185 −0.145 0.560 −1.614
HD 124672 310.895742 −6.521600 15.482 8.070 7.550 0.520 0.008 0.512 0.025 3.474
HD 124689 314.132939 3.145630 9.267 7.650 7.290 0.360 0.020 0.340 0.062 2.063
HD 125104 315.068011 4.908926 1.529 7.360 7.300 0.060 0.266 −0.206 0.802 −2.580
HD 125721 318.197805 11.829894 1.047 8.840 8.490 0.350 0.114 0.236 0.352 −1.762
HD 125823 321.565642 20.022614 7.130 4.240 4.420 −0.180 0.013 −0.193 0.039 −1.354
HD 126859 316.399573 4.142315 7.032 7.189 6.965 0.224 0.063 0.161 0.194 1.006
HD 127297 316.444594 3.307587 1.340 7.840 6.930 0.910 0.284 0.626 0.896 −3.331
HD 127755 315.349490 −0.303711 0.710 9.430 7.630 1.800 0.340 1.460 1.120 −4.233
HD 127972 322.773998 16.669138 10.670 2.120 2.310 −0.190 0.009 −0.199 0.027 −2.576
HD 128679 308.950206 −16.205993 2.853 9.090 7.760 1.330 0.077 1.253 0.251 −0.214
HD 129094 314.416788 −4.710796 9.186 9.920 9.460 0.460 0.000 0.460 0.000 4.276
HD 129118 323.658227 15.582768 6.354 7.780 6.790 0.990 0.014 0.976 0.045 0.760
HD 130233 313.973805 −7.214961 1.016 8.290 7.440 0.850 0.180 0.670 0.569 −3.095
HD 130701 315.825304 −4.013205 1.745 6.660 5.960 0.700 0.133 0.567 0.418 −3.249
HD 131638 325.032748 12.542091 2.462 8.330 8.320 0.010 0.062 −0.052 0.189 0.088
HD 132247 323.127179 7.800860 4.932 8.270 8.090 0.180 0.052 0.128 0.160 1.396
HD 133880 329.181429 15.214997 9.652 5.650 5.790 −0.140 0.011 −0.151 0.033 0.680
HD 135240 319.688221 −2.911210 1.556 5.030 5.090 −0.060 0.152 −0.212 0.458 −4.408
HD 135411 332.251211 16.998319 1.070 9.900 8.220 1.680 0.097 1.583 0.321 −1.954
HD 135592 316.976839 −7.757915 1.475 6.960 6.390 0.570 0.116 0.454 0.363 −3.128
HD 135876 330.846349 13.954524 6.974 5.495 5.604 −0.109 0.012 −0.121 0.036 −0.215
HD 136633 319.961709 −4.261537 1.143 8.280 8.230 0.050 0.171 −0.121 0.518 −1.998
HD 137164 319.624925 −5.332615 8.763 9.180 8.140 1.040 0.019 1.021 0.061 2.792
HD 137518 329.807083 9.395976 0.582 7.830 7.750 0.080 0.178 −0.098 0.540 −3.964
HD 137626 318.422350 −7.641804 0.889 8.610 7.800 0.810 0.141 0.669 0.446 −2.902
HD 138521 317.798582 −9.522212 3.742 8.050 8.040 0.010 0.062 −0.052 0.189 0.717
HD 139534 319.148827 −8.694991 4.067 8.810 7.810 1.000 0.065 0.935 0.208 0.648
HD 140566 332.392135 7.543717 3.791 8.510 8.290 0.220 0.064 0.156 0.197 0.987
HD 142049 323.988673 0.015545 19.510 6.210 5.850 0.360 0.005 0.355 0.016 2.286
HD 142542 342.704106 16.465330 18.766 6.718 6.284 0.434 0.003 0.431 0.009 2.642
HD 142941 322.129487 −8.223853 1.075 7.190 6.410 0.780 0.092 0.688 0.291 −3.724
HD 142994 338.396060 10.867654 6.347 7.460 7.170 0.290 0.011 0.279 0.034 1.149
HD 143028 321.769239 −8.741536 0.706 7.720 7.800 −0.080 0.105 −0.185 0.317 −3.273
HD 143098 340.463665 12.953532 30.331 8.330 7.640 0.690 0.002 0.688 0.006 5.043
HD 143232 338.403332 10.406861 6.784 6.890 6.660 0.230 0.008 0.222 0.025 0.793
HD 143999 323.231855 −8.042597 0.877 8.430 7.890 0.540 0.111 0.429 0.346 −2.741
HD 144951 328.159706 −3.508135 0.940 8.080 8.070 0.010 0.251 −0.241 0.755 −2.821
HD 146323 327.753558 −5.403478 1.062 7.490 6.490 1.000 0.192 0.808 0.611 −3.992
HD 147170 333.339110 −0.575511 4.619 8.895 8.263 0.632 0.101 0.531 0.317 1.269
HD 147683 344.856604 10.088824 3.387 7.160 7.050 0.110 0.355 −0.245 1.068 −1.369
HD 147894 335.606579 0.682539 6.090 7.241 7.312 −0.071 0.081 −0.152 0.245 0.990
HD 148891 315.735663 −18.647736 3.946 8.050 8.000 0.050 0.044 0.006 0.134 0.846
HD 149238 324.027972 −11.927103 18.618 8.580 8.040 0.540 0.006 0.534 0.019 4.371
HD 149404 340.537543 3.005780 0.760 5.880 5.520 0.360 0.442 −0.082 1.342 −6.419
HD 149450 338.788613 1.271181 1.121 8.229 8.239 −0.010 0.262 −0.272 0.787 −2.300
HD 149455 331.781126 −5.212324 4.271 7.710 7.690 0.020 0.149 −0.129 0.451 0.391
HD 149668 327.191739 −9.577443 2.115 7.710 7.610 0.100 0.079 0.021 0.241 −1.004
HD 149715 330.389958 −6.781829 3.569 9.420 8.330 1.090 0.135 0.955 0.433 0.659
HD 149779 339.877907 1.797286 1.154 7.740 7.560 0.180 0.306 −0.126 0.927 −3.056
HD 151158 341.876698 1.450784 0.856 8.480 8.250 0.230 0.419 −0.189 1.265 −3.353
HD 151475 338.875985 −1.588860 0.992 8.170 8.060 0.110 0.266 −0.156 0.804 −2.762
HD 151564 343.130554 1.910493 0.737 8.100 7.980 0.120 0.438 −0.318 1.313 −3.995
HD 151665 315.626975 −20.092090 2.907 8.320 8.070 0.250 0.056 0.194 0.173 0.215
HD 151890 346.115149 3.913990 3.726 2.820 2.980 −0.160 0.181 −0.341 0.542 −4.705
HD 152333 343.827246 1.374939 0.735 8.930 8.840 0.090 0.434 −0.344 1.299 −3.128
HD 152478 336.782978 −4.635986 3.222 6.310 6.330 −0.020 0.244 −0.264 0.733 −1.863
HD 152511 328.996568 −10.888160 4.900 6.468 6.530 −0.062 0.058 −0.120 0.176 −0.195
HD 152667 344.531027 1.457096 0.607 6.510 6.220 0.290 0.436 −0.146 1.319 −6.183
HD 152901 346.897945 3.025074 3.115 7.450 7.390 0.060 0.187 −0.127 0.566 −0.709
HD 153004 350.412633 5.666730 2.270 7.370 6.610 0.760 0.272 0.488 0.852 −2.462
HD 153140 340.596082 −2.424087 0.926 7.850 7.500 0.350 0.327 0.023 0.999 −3.665
HD 153747 347.139655 1.962184 5.469 7.540 7.420 0.120 0.033 0.087 0.101 1.008
HD 153919 347.754424 2.173487 0.549 6.780 6.510 0.270 0.402 −0.132 1.217 −6.011
HD 154339 340.795488 −3.813101 0.837 9.740 9.190 0.550 0.345 0.205 1.064 −2.259
HD 155190 328.390770 −13.744251 4.083 7.100 7.130 −0.030 0.060 −0.090 0.182 0.003
HD 155550 352.960668 3.540731 0.641 8.130 8.070 0.060 0.328 −0.268 0.986 −3.881
HD 155555 324.898586 −16.297357 32.780 7.499 6.723 0.776 0.003 0.773 0.010 4.292
HD 155775 348.796715 0.145558 0.877 8.660 8.610 0.050 0.306 −0.256 0.920 −2.595
HD 155781 330.235394 0.180648 3.986 7.550 7.420 0.130 0.059 0.071 0.181 0.242
HD 156408 349.316308 −0.389699 3.378 8.650 8.270 0.380 0.192 0.188 0.592 0.322
HD 156623 343.479370 −4.832280 8.948 7.350 7.260 0.090 0.008 0.082 0.025 1.994
HD 156768 333.053617 −12.071444 2.980 7.016 5.872 1.144 0.079 1.065 0.255 −2.012
HD 156853 340.014519 −7.486891 2.747 7.560 7.600 −0.040 0.116 −0.156 0.351 −0.557
HD 156979 343.510397 −5.220728 0.977 7.670 6.740 0.930 0.245 0.685 0.775 −4.086
HD 157321 327.178343 −16.158987 3.939 8.350 8.020 0.330 0.051 0.279 0.158 0.839
HD 158155 354.660584 0.814982 0.712 8.720 8.330 0.390 0.389 0.001 1.187 −3.594
HD 158186 355.906751 1.596463 0.940 7.070 7.040 0.030 0.268 −0.238 0.807 −3.902
HD 158443 354.359038 0.173160 0.920 8.780 7.910 0.870 0.298 0.572 0.937 −3.207
HD 159041 342.732780 −8.188957 1.634 7.990 8.040 −0.050 0.079 −0.129 0.239 −1.133
HD 159441 335.178910 −13.204213 9.550 7.690 7.360 0.330 0.008 0.322 0.025 2.235
HD 159654 349.029646 −4.865982 0.840 7.990 7.260 0.730 0.199 0.531 0.625 −3.744
HD 160589 356.568493 −1.268251 5.326 8.180 7.850 0.330 0.051 0.279 0.158 1.324
HD 161592 1.166282 0.209286 3.431 5.340 4.540 0.800 0.173 0.627 0.546 −3.328
HD 161783 338.940199 −13.195838 1.973 5.600 5.710 −0.110 0.122 −0.232 0.367 −3.182
HD 162102 356.489248 −3.419668 0.798 8.790 7.510 1.280 0.280 1.000 0.901 −3.882
HD 163181 358.125130 −3.774663 0.511 6.990 6.610 0.380 0.372 0.008 1.135 −5.984
HD 163254 349.894016 −8.614876 1.730 6.632 6.728 −0.096 0.083 −0.179 0.251 −2.333
HD 163482 355.219541 −5.828797 7.071 6.870 6.830 0.040 0.024 0.016 0.073 1.004
HD 163708 354.530336 −6.509347 5.712 7.155 7.089 0.066 0.033 0.033 0.101 0.772
HD 164975 1.575794 −3.979580 1.180 5.470 4.690 0.780 0.119 0.661 0.376 −5.327
HD 166596 351.887336 −10.965792 1.643 5.298 5.462 −0.164 0.053 −0.217 0.160 −3.619
HD 167231 357.282255 −8.844732 3.292 7.520 7.420 0.100 0.050 0.050 0.153 −0.145
HD 167714 313.739664 −25.774726 9.226 7.133 5.946 1.187 0.007 1.180 0.023 0.748
HD 168403 354.693942 −11.317882 4.582 6.900 6.790 0.110 0.027 0.083 0.083 0.012
HD 168651 346.130512 −15.563721 9.614 7.700 7.400 0.300 0.008 0.292 0.025 2.290
HD 168740 331.834147 −21.150130 14.147 6.313 6.122 0.191 0.006 0.185 0.018 1.857
HD 170461 357.594735 −12.142131 10.493 7.280 6.980 0.300 0.006 0.294 0.019 2.066
HD 171577 352.316173 −15.758740 3.472 7.780 7.750 0.030 0.037 −0.007 0.113 0.340
HD 171819 347.618520 −17.856894 10.163 6.058 5.840 0.218 0.008 0.210 0.025 0.850
HD 172416 347.960987 −18.296431 12.444 7.080 6.620 0.460 0.007 0.453 0.022 2.073
HD 172995 347.659912 −18.979164 6.290 7.010 6.810 0.200 0.018 0.182 0.055 0.748
HD 173344 332.368984 −23.771926 6.866 7.590 7.410 0.180 0.014 0.166 0.043 1.551
HD 173794 344.012056 −20.878022 6.220 7.350 7.120 0.230 0.020 0.210 0.062 1.027
HD 174139 338.884357 −22.668354 3.165 8.240 8.170 0.070 0.047 0.023 0.144 0.528
HD 174632 5.157964 −13.722970 4.227 6.607 6.638 −0.031 0.056 −0.087 0.170 −0.402
HD 174694 328.286503 −25.387694 5.199 5.080 4.400 0.680 0.016 0.664 0.051 −2.071
HD 175008 323.165007 −26.345258 5.397 6.750 6.790 −0.040 0.011 −0.051 0.033 0.417
HD 177171 344.540829 −23.346929 16.990 5.700 5.174 0.526 0.006 0.520 0.019 1.306
HD 177523 349.613583 −22.216656 7.289 7.780 7.490 0.290 0.012 0.278 0.037 1.766
HD 177665 351.911604 −21.656600 5.185 8.690 8.360 0.330 0.025 0.305 0.078 1.856
HD 177776 340.946298 −24.572862 3.143 8.150 8.120 0.030 0.038 −0.008 0.116 0.491
HD 179522 349.644068 −23.582311 8.066 8.330 7.430 0.900 0.010 0.890 0.032 1.931
HD 184035 358.915878 −24.806037 6.696 6.000 5.910 0.090 0.019 0.071 0.058 −0.019
HD 185139 353.528055 −27.057738 9.902 6.530 6.260 0.270 0.007 0.263 0.022 1.217
HD 187418 352.217174 −29.447853 3.583 8.590 8.310 0.280 0.019 0.261 0.059 1.023
HD 189631 358.788751 −30.384035 11.087 7.840 7.540 0.300 0.006 0.294 0.019 2.746
HD 189951 354.800696 −31.301714 5.250 8.100 7.830 0.270 0.012 0.258 0.037 1.394
HD 191585 331.765945 −33.205593 5.120 7.060 6.920 0.140 0.014 0.126 0.043 0.423
HD 192316 314.682531 −30.934019 7.588 7.770 7.550 0.220 0.007 0.213 0.022 1.929
HD 192594 2.167096 −32.659315 3.073 8.700 7.340 1.360 0.025 1.335 0.082 −0.304
HD 193174 9.694296 −31.884618 7.106 7.500 7.250 0.250 0.013 0.237 0.040 1.468
HD 193677 343.593132 −35.073332 8.396 7.760 7.600 0.160 0.008 0.152 0.025 2.196
HD 198592 353.432167 −39.866271 6.508 7.780 7.580 0.200 0.008 0.192 0.025 1.623
HD 198736 329.508381 −37.301504 5.965 8.630 8.340 0.290 0.008 0.282 0.025 2.193
HD 198752 6.960965 −39.376813 3.287 8.620 7.140 1.480 0.018 1.462 0.059 −0.335
HD 200203 337.197874 −39.987120 5.505 7.530 7.350 0.180 0.009 0.171 0.028 1.026
HD 200475 319.771576 −35.486409 4.474 8.080 7.820 0.260 0.021 0.239 0.065 1.008
HD 200670 7.258495 −41.851515 12.481 8.340 7.810 0.530 0.004 0.526 0.013 3.279
HD 201247 342.588946 −41.727507 28.760 7.700 7.100 0.600 0.004 0.596 0.013 4.381
HD 201292 310.233667 −31.637037 4.720 8.510 8.190 0.320 0.094 0.226 0.290 1.270
HD 201427 345.509006 −42.280150 20.650 7.730 7.068 0.662 0.005 0.657 0.016 3.627
HD 203244 324.896406 −38.909688 48.062 7.700 6.970 0.730 0.001 0.729 0.003 5.376
HD 204352 339.381016 −43.994561 5.251 8.660 8.400 0.260 0.008 0.252 0.025 1.977
HD 204370 347.479373 −45.467633 4.886 7.820 7.520 0.300 0.009 0.291 0.028 0.937
HD 205834 307.420813 −30.917878 4.261 9.340 8.110 1.230 0.093 1.137 0.301 0.956
HD 205877 344.098347 −46.530732 5.135 6.784 6.202 0.582 0.008 0.574 0.025 −0.271
HD 208094 305.516566 −29.818144 4.135 8.440 8.210 0.230 0.081 0.149 0.249 1.043
HD 208614 352.610492 −51.199348 3.686 7.870 7.720 0.150 0.009 0.141 0.028 0.525
HD 209234 331.450421 −46.325930 23.352 8.480 7.870 0.610 0.003 0.607 0.009 4.702
HD 209295 326.230432 −44.109185 8.528 7.570 7.320 0.250 0.005 0.245 0.015 1.959
HD 210572 338.681592 −50.347903 13.575 8.238 7.714 0.524 0.004 0.520 0.013 3.365
HD 212661 332.056482 −50.187132 6.910 7.080 6.910 0.170 0.005 0.165 0.015 1.092
HD 213669 336.103568 −53.075908 8.779 7.620 7.420 0.200 0.004 0.196 0.012 2.125
HD 214291 359.582222 −59.601060 10.317 7.120 6.590 0.530 0.003 0.527 0.009 1.648
HD 215573 309.029149 −35.525946 6.326 5.180 5.311 −0.131 0.009 −0.140 0.027 −0.711
HD 216668 317.189250 −45.028130 3.871 7.980 7.880 0.100 0.015 0.085 0.046 0.773
HD 216743 352.070787 −61.942147 9.768 7.413 7.247 0.166 0.003 0.163 0.009 2.187
HD 217522 346.722689 −61.851320 9.715 7.990 7.520 0.470 0.003 0.467 0.009 2.448
HD 218090 325.729448 −53.525332 5.474 8.420 8.130 0.290 0.006 0.284 0.019 1.803
HD 219301 326.385409 −55.844349 10.907 6.840 6.560 0.280 0.003 0.277 0.009 1.739
HD 220633 345.169775 −66.525355 2.200 8.770 8.290 0.480 0.009 0.471 0.028 −0.026
HD 222060 308.224592 −39.498589 6.123 6.900 5.983 0.917 0.009 0.908 0.029 −0.111
HD 223065 341.382354 −70.363573 12.000 7.400 7.120 0.280 0.002 0.278 0.006 2.510

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Footnotes

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10.3847/1538-4365/ab3662