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A New Look into Putative Duplicity and Pulsations of the Be Star β CMi*

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Published 2019 April 8 © 2019. The American Astronomical Society. All rights reserved.
, , Citation P. Harmanec et al 2019 ApJ 875 13 DOI 10.3847/1538-4357/ab0828

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0004-637X/875/1/13

Abstract

Bright Be star β CMi has been identified as a nonradial pulsator on the basis of space photometry with the Microvariability and Oscillations of Stars (MOST) satellite and also as a single-line spectroscopic binary with a period of 170fd4. The purpose of this study is to re-examine both these findings using numerous electronic spectra from the Dominion Astrophysical Observatory, Ondřejov Observatory, Universitätssterwarte Bochum, archival electronic spectra from several observatories, as well as the original MOST satellite photometry. We measured the radial velocity of the outer wings of the double Hα emission in all spectra at our disposal, and were not able to confirm significant radial-velocity changes. We also discuss the problems related to the detection of very small radial-velocity changes and conclude that while it is still possible that the star is a spectroscopic binary, there is currently no convincing proof of it from the radial-velocity measurements. Wavelet analysis of the MOST photometry shows that there is only one persistent (and perhaps slightly variable) periodicity of 0fd617 of the light variations, with a double-wave light curve; all other short periods having only transient character. Our suggestion that this dominant period is the star's rotational period agrees with the estimated stellar radius, projected rotational velocity, and with the orbital inclination derived by two teams of investigators. New spectral observations obtained in the whole-night series would be needed to find out whether some possibly real, very small radial-velocity changes cannot, in fact, be due to rapid line-profile changes.

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1. Introduction

The very nature of the Be phenomenon, i.e., the temporal presence and absence of Balmer and other emission lines in the spectra of otherwise seemingly normal B stars, remains a puzzle in spite of a huge effort by several generations of astronomers. The most widely considered hypotheses are the modern variants of the original ideas of Struve (1931), who suggested an outflow of material due to rotational instability at the stellar equator, and those of Gerasimovič (1934), who advocated an outflow due to stellar wind.

There were also suggestions that the duplicity of Be stars can play some role in the whole phenomenon (see, e.g., Kříž & Harmanec 1975; Harmanec 1982; Gies 2001; Miroshnichenko et al. 2016). Harmanec (2001) argued that the duplicity of Be stars can play two possible roles: (1) to be somehow responsible for the formation and dispersal of the Be envelopes, and (2) to be responsible for various observed types of the Be-star time variations. He also published a catalog of known hot emission-line binaries. Panoglou et al. (2016) suggested yet another possible role of the duplicity: truncation of their disks by the Roche lobes around of the Be components.

A good summary of the current views can be found in Rivinius et al. (2013).

2. Current Knowledge about β CMi

The bright B8Ve star β CMi (3 CMi, HD 58715, HR 2845, MWC 178, HIP 36188; V = 2fm9) is known for the long-term stability of its envelope. Probably due to this circumstance, its observational history is not as rich as one would expect for such a bright star, accessible to observers from both hemispheres. The double Hα emission-line profiles, with violet (V) and red (R) peak intensities of some 80% of the continuum level, look similar on the high-resolution spectra from 1989–1992 published by Hanuschik et al. (1996, their Figure 35), on the 2001–2007 spectra in Figure 1 of Klement et al. (2015), and on the 2013–2014 spectra in Figure 1 of Folsom et al. (2016). However, a photographic Hα spectrum with a good dispersion of 6.8 Å mm−1 from 1953 March 26 published by Underhill (1953) seems to indicate a larger asymmetry of the emission peaks. From Underhill's Figure 1, we estimate V = 1.90, R = 1.62, therefore V/R = 1.17.

Figure 1.

Figure 1. Comparison of medium- and high-dispersion Hα spectra of β CMi from the two extrema of the heliocentric RV corrections. All spectra are on the heliocentric wavelength scale. Top: telluric lines from the Ondřejov CCD spectra disentangled with the KOREL program. Circles at the bottom of the panel show the position of all telluric lines from the solar spectrum of Moore et al. (1966), the red ones denoting the lines with equivalent widths greater than 5 mÅ. Middle: Ondřejov CCD spectra: blue is from RJD 56395.3447 with the heliocentric RV correction V = −29.1 $\mathrm{km}\,{{\rm{s}}}^{-1}$; red is from RJD 55470.6614 with V = +28.3 $\mathrm{km}\,{{\rm{s}}}^{-1}$. Bottom: blue is a Canada–France–Hawaii Telescope spectrum from RJD 52871.1482 with V = −28.1 $\mathrm{km}\,{{\rm{s}}}^{-1}$; red is the Elodie spectrum from RJD 55871.1482 with V = +27.1 $\mathrm{km}\,{{\rm{s}}}^{-1}$.

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Saio et al. (2007) analyzed series of β CMi photometry secured with the Microvariability and Oscillations of Stars (MOST) satellite and reported that the star is a multiperiodic, non-radial pulsator.

Struve (1925) published a preliminary report on 12 new spectroscopic binaries discovered at Yerkes and reported a radial-velocity (RV) range from −1 to +53 km s−1 for β CMi. Frost et al. (1926) published those seven Yerkes RVs from 1904 to 1911 individually, and classified the star as a binary with unknown orbit. They remarked that the Hβ line appeared as a distinct double emission on two of their spectra. Jarad et al. (1989) obtained RVs from digitized 30 Å mm−1 photographic spectra for 18 emission-line stars, including β CMi. From 30 RVs for β CMi they concluded that the star is a single-line spectroscopic binary with an orbital period of 218fd498, eccentric orbit and a semiamplitude of 22.4 $\mathrm{km}\,{{\rm{s}}}^{-1}$. Krugov (1992) obtained 63 photographic spectra of β CMi with a moderate dispersion of 44 Å mm−1. These were secured in night series from 1987 April to 1988 March in an effort to detect rapid variability of the Hα line. Krugov measured and tabulated the equivalent widths (EW), peak intensities, and the V/R ratio and claimed that rapid irregular variations were detected. In another study, Krugov & Vojta (1998) reanalyzed 45 of the same spectra using a digitizing microdensitometer and provided some plots of the EW, peak intensities, and RVs. It is not clear to what parts of the Hα profile these RVs refer. Krugov & Vojta also published a selection of the eight Hα profiles. The peak intensity is between 1.6 and 2.0 of the continuum level.

Klement et al. (2015; see also Klement et al. 2017a) and Klement et al. (2017b) carried out a multitechnique testing of the viscous decretion disk model, and studied the structure of the outer parts of the disks around β CMi and a few other Be stars. They derived various physical parameters of the disks and central stars and tentatively suggested that the disks could be truncated, due to presence of binary companions. Inspired by this suggestion, Folsom et al. (2016) measured the V/R ratio of the double Hα emission in several hundred spectra and found two possible periods, 368fd23, and 182fd83. They preferred the shorter period, which they identified with the star binary orbital period. Subsequently, Dulaney et al. (2017) analyzed RVs from 124 Ritter Observatory echelle spectra, measured on the steep wings of the Hα emission by an automatic procedure and concluded that the star is a single-line binary with a low semiamplitude of (2.25 ± 0.4) km s−1 and an orbital period of 170fd4 ± 4fd3. Wang et al. (2018) carried out a search for hot compact companions to Be stars in the archival IUE spectra. They were unable to detect such a companion for β CMi.

Because the orbital RV curve obtained by Dulaney et al. (2017) shows a large scatter, and because we have access to several independent sets of electronic spectra of β CMi, we decided to reinvestigate the duplicity of this star, its time variability on several timescales, and its physical properties. The results are reported in this study.

3. Spectroscopic Observations

Our new spectroscopic material consists of 32 CCD spectra from the Dominion Astrophysical Observatory, five Reticon, and 25 CCD spectra from Ondřejov, and 10 echelle spectra from the Universitätssternwarte Bochum near Cerro Armazones. We also used spectra from public archives of several other observatories. A journal of all the electronic spectra available to us is provided in Table 1. Everywhere in this paper, we shall use the abbreviation

Equation (1)

for the reduced heliocentric Julian dates.

Table 1.  Journal of Available Electronic Spectra

Instrument RJD Range No. Wavelength Range (Å) Spectral Resolution
DAOa 49745.9–54519.6 32 6160–6750 21700
OND Rb 51567.5–51661.3 5 6260–6730 11700
OND Cc 52229.5–58198.3 25 6260–6730 11700
ELODIEd 52362.3 1 3906–6811 42000
FEROSe 53011.7–53012.6 2 3740–9200 48000
UVESf 53334.8–53334.9 2 4790–6800 40000
SOPHIEg 54423.7 2 3870–6940 75000
BESOh 55320.5–56962.9 10 3700–8500 50000
CFHTi 55871.1–55877.1 2 3700–10480 68000
PUCHEROSj 56350.7–57080.6 3 4250–7300 20000

Notes.

aDominion Astrophysical Observatory 1.22 m reflector, CCD detector. bOndřejov 2.0 m reflector, coudé spg., Reticon 1872 detector. cOndřejov 2.0 m reflector, coudé spg., CCD detector. dHaute Provence Observatory 1.93 m refelector, Elodie echelle spg.; Baranne et al. (1996). eESO 1.52 m reflector, FEROS echelle spg.; Kaufer et al. (1997). fESO UT2 Kueyen 8 m reflector, UVES echelle spg.; Dekker et al. (2000). gHaute Provence Observatory 1.93 m refelector, Sophie echelle spg.; Perruchot et al. (2008). hBochum Hexapod 1.5 m Telescope, BESO echelle spg.; Fuhrmann et al. (2011). iCanada–France–Hawaii Telescope 3.6 m reflector, ESPaDOnS echelle spg.; Grundmann et al. (1990). jPontificia Universidad Católica 0.5 m reflector, Pucheros echelle spg.; Vanzi et al. (2012), Arcos et al. (2018).

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We also derived RJDs for the early Yerkes photographic spectra and publish them together with the RVs published by Frost et al. (1926) in Table 3 in the Appendix.

Initial reductions of the DAO spectra and creation 1D spectra was carried out by S. Yang in IRAF. The same plus the wavelength calibration was done by M. Šlechta for the Ondřejov CCD spectra. The initial reductions of the BESO spectra was carried by A. Nasseri with the help of an automatic pipeline.

The final reductions of all spectra, including the archival ones (i.e., the wavelength calibration for the Ondřejov Reticon and DAO spectra, rectification, removal of cosmics when necessary, and the RV and line intensity measurements of the Hα line) was carried out by P. Harmanec in SPEFO (Horn et al. 1996; Krpata 2008). All of these measurements are also provided in Table 4 in the Appendix.

4. Analysis of Electronic Spectra

4.1. Radial Velocities of β CMi

Determination of precise RVs of Be stars, especially those related to orbital motion in a binary system, has been a very challenging task. The problem lies in the following obstacles:

  • 1.  
    The supposedly photospheric lines of He i or H i are usually broadened by a high rotation and distorted by traveling subfeatures moving across the line profiles and/or by often unrecognized emission from their circumstellar envelopes.
  • 2.  
    Virtually all known binaries among Be stars have low-mass companions, so the orbital RV curves of the Be stars have low semi-amplitudes, typically less than 10 $\mathrm{km}\,{{\rm{s}}}^{-1}$.
  • 3.  
    In epochs of activity, the envelopes of Be stars become elongated, not axially symmetric, and their elongation slowly revolves on a timescale of several years. In such a situation, the self-absorptions in the envelopes exhibit RV variations, which can have semi-amplitudes as high as some 60–70 $\mathrm{km}\,{{\rm{s}}}^{-1}$, thus masking much smaller and usually more rapid orbital RV changes (e.g., McLaughlin 1961; Copeland & Heard 1963; Delplace 1970).
  • 4.  
    In case of some asymmetries present in the line profiles, the result can also depend on the spectral resolution used.

The situation is well illustrated by the fact that in spite of great effort after the first discoveries of X-ray+Be binaries, for virtually none of the main-sequence Be stars was the orbital period found from the RVs of the Be star; see, e.g., the negative search in the large collection of photographic RVs of γ Cas by Cowley et al. (1976).

Božić et al. (1995) were the first to demonstrate that for Be stars with a strong Hα emission the best estimate of the true orbital motion of the Be star is the RV measured on the steep outer wings of the Hα emission, which originates from the central, more or less axially symmetric parts of the disk around the central star. This way and using the technique of the comparison of the direct and flipped line profiles on the computer screen as it is possible in the program SPEFO (Horn et al. 1996; Škoda 1996; Krpata 2008), they obtained a sinusoidal RV curve for the Be component of φ Per.

Using the same technique, Harmanec et al. (2000) succeeded to discover the 203fd6 orbital period of γ Cas and to demostrate its presence even in the photographic RVs by Cowley et al. (1976). Their finding was then confirmed from an independent series of Hα spectra by Miroshnichenko et al. (2002). These authors, however, measured the RV of the Hα outer wings by an automatic procedure. Both approaches were compared in the so far richest collection of Hα spectra of γ Cas by Nemravová et al. (2012), with the conclusion that the manual measurement in SPEFO provides more accurate RVs than the automatic procedure. This is probably due the fact that the measurer can avoid line-profile distortions due to numerous telluric lines and/or small flaws in the region of the Hα line.

Harmanec et al. (2002) derived the RV curve of the Be component of V832 Cyg = 59 Cyg also from the Hα emission wings. They noted that due to a partial filling of the broad He i lines by emission, exhibiting orbital V/R changes in phase with the orbital RV changes, RVs from these seemingly photospheric lines, give an RV curve with a larger semiamplitude than those of the Hα emission. Their conclusion was nicely confirmed by Peters et al. (2013), who derived the RV curves of both binary components of V832 Cyg from the UV spectra. Other Hα RV curves were also derived for ζ Tau by Ruždjak et al. (2009), who summarized all of the reasons as to why the Hα RV measured on the steep wings of the Hα emission best reflects the true orbital motion of the Be component, and by Koubský et al. (2010) for o Cas.

The same approach has also been used by Dulaney et al. (2017) to derive the RV curve of β CMi. They once more used the automatic determination of the RV from the Hα emission wings. There is a trap, however. Desmet et al. (2010) and Harmanec et al. (2015) measured the RVs of the Hα emission wings for two Be stars in semi-detached systems with cool, Roche-lobe filling secondaries, AU Mon, and BR CMi, respectively. They found that in both cases the RVs of the Hα emission wings led to RV curves, which were not exactly in anti-phase with respect to the well-defined RV curves of the cool secondaries but showed some phase shift. This could be due to presence of gas flow deflected by the Coriolis force in these mass-exchanging systems and also due to the fact that the Hα emission in both objects is only moderate, with peak intensities of less than 2.0 of the continuum level. In such situations, the RV measurements are prone to the blending effects of numerous telluric lines much more than strong emission profiles.

This is, unfortunately, also the case of β CMi, as its Hα emission reaches only some 60%–80% above the continuum level. For this particular star, there are two additional problems. It is located near the ecliptic, which causes a RV shift of the telluric lines for full 60 km s−1 as Earth revolves around the Sun, and it can only be observed for about half a year. In Figure 1 we show pairs of the Hα line profiles of β CMi from two extremes of the telluric-line shifts for high-dispersion and high-resolution, and medium-dispersion and medium-resolution spectra at our disposal. Also shown there is the mean telluric spectrum from the numerous Ondřejov spectra disentangled with the program KOREL (Hadrava 1995, 1997, 2004). One can see how the telluric lines can fool both the precise RV measurements and the measurements of the V/R ratio.

Aware of this problem, Dulaney et al. (2017) applied the IRAF task telluric to get rid of them. Regrettably, they do not provide any details other than that they used spectra of rapidly rotating hot stars obtained with the same spectrograph as their spectra of β CMi. It is not mentioned whether the spectra of rapidly rotating stars were obtained each night that β CMi was observed and how exactly they renormalized them. This technique of the telluric-line removal is a delicate task. Given the fact that the reported full amplitude of RV changes of ∼4 km s−1 represent a subpixel resolution, it is conceivable that the removal was not complete. This suspicion seems to be supported by the fact that the residual absorption features seen at about 400, 530, and 1070 km s−1 in Figure 1 of Dulaney et al. (2017) clearly correspond to the strong water vapor lines at 6572.1, and 6574.8 Å, and to the blend of two such lines at 6586.6 Å. We do admit, however, that Dulaney et al. (2017) do not state explicitly whether the Hα profile in their Figure 1 corresponds to the spectrum with the telluric lines already removed or to the original one.

4.1.1. RVs of the Hα Emission Wings

We measured the RVs of the Hα emission wings using two different approaches.

  • 1.  
    Using our standard technique of the comparison of the direct and flipped line-profile images on the computer screen in the SPEFO program, we measured RVs of the steep emission-line wings of Hα profiles on all spectra listed in Table 1, trying to avoid the parts of the profiles affected by telluric lines. All measurements were carried repeatably and at different times so as to not remember the previous settings to obtain some idea about their accuracy. Moreover, we also measured a selection of telluric lines to carry out an additional correction of the zero-point of the RV scale (Horn et al. 1996). The RJDs, and RVs of Hα emission with their rms errors are provided in the first two columns of Table 4 in Appendix, while the additional RV zero-point corrections and the rms errors of the mean measured RV of telluric lines are provided in the fourth and fifth column.
  • 2.  
    Realizing that the Hermite polynomials used in SPEFO for spectra normalization can also be used for the removal of the observed Hα profiles like it is done for spectra of hot, rapidly rotating stars in the IRAF task telluric, we renormalized all our spectra to obtain clean spectra of telluric lines and divided the original spectra by them. In our opinion, this is a suitable approach in the given case, as it uses the real strength of telluric lines and no adjustment in either the strength or velocity of the lines is needed. It also takes out the noise so that it has a very similar effect to a low-pass filtering. We caution, however, that it can only be carried out for stars with spectral lines significantly broader than the telluric lines. The procedure worked remarkably well as is illustrated for one spectrum in Figure 2. We then measured the steep Hα emission wings in the clean spectra in the same way as before. These measurements and their rms errors, based again on several repeated measurements, are given in the third column of Table 4. Finally, we also derived the strength of the Hα emission as the mean of the strength of V and R peaks of the double emission profile, which is given in the sixth column of Table 4.

Figure 2.

Figure 2. Cleaning one SOPHIE spectrum from telluric lines. Top: original spectrum with an artificial rectification (red) to remove the Hα profile. Crosses denote the points where we set pseudocontinuum within the Hα line. Middle: clean telluric spectrum after the above artificial rectification. Bottom: clean Hα profile resulting from the division of the original spectrum by the clean telluric spectrum.

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We started our analyses plotting the RVs of the emission wings of Hα profiles measured by both methods versus time in Figures 3(a) and (b). In Figure 3(c) we also plot the Hα emission RVs obtained by Dulaney et al. (2017), and in Figure 3(d) we display the strength of the Hα emission. This shows us a few things.

  • 1.  
    There is an indication of a temporal increase of the RV to some 12 km s−1 after RJD 51500, but it is solely based on several early Reticon spectra. It might be real, because Be stars are known to show intervals of increased activity with secular RV changes. Also, as already mentioned, early photographic RVs are indicative of larger RV changes. However, without independent evidence we do not assign too much weight to it, noting that the Reticon digital convertor used only 4096 discrete levels in recording the flux.
  • 2.  
    It is obvious that our RV measurements are much more precise than the automatically measured RVs of Dulaney et al. (2017) and show a much lower scatter, perhaps a constant RV within the accuracy of the measurements. The real uncertainty of RV values is hard to estimate well. The rms errors of a repeated setting on the emission-line wings are quite low for both methods we used. However, there can be larger external errors related, e.g., to small local inaccuracies in the dispersion relation. From the comparison of RV derived for the same spectra by two alternative approaches we conclude that the realistic error of individual RV can be something like ±1 $\mathrm{km}\,{{\rm{s}}}^{-1}$. Robust mean value of RVs measured in the original spectra is 8.93 ± 0.11 $\mathrm{km}\,{{\rm{s}}}^{-1}$, while that for the spectra with the telluric lines removed is 9.05 ± 0.13 $\mathrm{km}\,{{\rm{s}}}^{-1}$.
  • 3.  
    There is a very uncertain indication of a mild secular increase of the Hα emission strength over the interval of our observations. One UVES spectrum from RJD 53334.8232, and a BESO spectrum from RJD 56929.9217 exhibit rather anomalous emission strengths. We checked the whole reduction procedure and found no problem, so we reproduce these values as they are.

Figure 3.

Figure 3. Individual quantities measured in the Hα profiles of all spectra of Table 1 plotted vs. time (in RJD). (a) Our emission-wing RVs measured in the original spectra in SPEFO. Individual data sets are distinguished as follows. Blue: DAO; black: OND R and OND C; red: best high signal-to-noise ratio (S/N) ELODIE, FEROS, UVES, SOPHIE, and CFHT spectra; green: BESO; brown: PUCHEROS. (b) Our emission-wing RVs measured in SPEFO in the spectra with telluric lines removed. The same notation as above. (c) Emission-wing RVs of Dulaney et al. (2017) measured by an automatic procedure by them. Because their RVs were derived via cross-correlation and cluster thus around zero, we added +9 km s−1 to them to make the direct comparison with our RVs easier. (d) Total strength of the Hα emission measured in our spectra as a mean of the V and R peak intensities expressed in the units of local continuum. The medium-resolution Ondřejov spectra are shown by smaller black circles than all other data.

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4.2. Period Analyses of RVs

Using the period search based on Deeming (1975) discrete Fourier transform, we analyzed the photographic RVs published by Frost et al. (1926) and Jarad et al. (1989), omitting two Yerkes RVs denoted as poor; RVs derived by Dulaney et al. (2017); and our SPEFO Hα emission-line RVs for periodicity over possible binary periods from 100 to 10,000 days. All corresponding periodograms and window functions are in Figure 4. We discuss these three different RV sets separately.

Figure 4.

Figure 4. Amplitude periodograms of several RV data sets based on the Deeming (1975) discrete Fourier transform method are shown in the left panels and the corresponding spectral windows in the right panels.

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4.2.1. Photographic RVs

The message from older photographic spectra is somewhat unclear and confusing. RVs from the seven Yerkes spectra published by Frost et al. (1926) range from −1 to +53 $\mathrm{km}\,{{\rm{s}}}^{-1}$, which is too much to be explained by measuring uncertainties only. Moreover, their robust mean is +28 ± 8 $\mathrm{km}\,{{\rm{s}}}^{-1}$, substantially higher than ∼9 km s−1 invariably found from the more recent spectra. Similarly, as Jarad et al. (1989) correctly derived the 133 days orbital period for another Be star, ζ Tau, with a lower semiamplitude than what they found for β CMi, it would not be easy to dismiss their result for β CMi as an artefact of medium-dispersion photographic spectra. We note, however, that the full range of their RVs, 62 $\mathrm{km}\,{{\rm{s}}}^{-1}$, is comparable to that of the Yerkes RVs. One is therefore led to the suspicion that there were real RV variations of β CMi in the past. As a check, we measured RVs of several stronger lines in the blue parts of the spectra at our disposal. We found that they do not indicate any similar large RV changes above some 2–3 $\mathrm{km}\,{{\rm{s}}}^{-1}$, all RVs clustered near 9–10 $\mathrm{km}\,{{\rm{s}}}^{-1}$. (We have not analyzed our blue RVs in more detail because there is no possibility to check the small possible RV zero-point shifts in regions without telluric lines.)

Not surprisingly, the period analysis of the combination of Frost et al. (1926) and Jarad et al. (1989) RVs, which are substantially separated in time, resulted in a number of one-year aliases. Formally, the best periodicity is found for a period near 190 days.

To investigate these variations in a more quantitative way, we formally used the program FOTEL for binary orbital solutions and allowed different systemic velocities for the two data sets. RVs denoted as good in Frost et al. (1926) were given weight 0.5, and those denoted fair weight 0.3, while the weights of all Jarad et al. (1989) RVs were set to 1.0. The following elements led to a fit with lowest rms of 4.65 km s−1 for Frost et al. (1926) RVs, and 6.91 km s−1 for the Jarad et al. (1989) RVs:

The RV curve corresponding to this fit is plotted in Figure 5.

Figure 5.

Figure 5. Plot of RVs published by Frost et al. (1926, blue circles) and Jarad et al. (1989, red circles) vs. phase of the 189fd917 period. Frost et al. (1926) RV denoted as "fair" are shown by smaller symbols.

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4.2.2. Dulaney et al. (2017) Emission-wing RVs

The periodogram of Dulaney et al. (2017) RVs indicate the highest peaks at frequencies of 0.00016869 c day−1, and 0.0029678 c day−1. The latter corresponds to a period of 336fd95, i.e., roughly twice the period reported by them. Moreover, we note that the difference of both frequencies corresponds to the frequency of one year. The phase plot for the 336fd95 period is in Figure 6. This phase curve looks certainly less scattered than the plot of the same RVs versus the phase of the 170fd4 period advocated by Dulaney et al. (2017), but it can simply represent a one-year alias of the period of one year over the interval covered by their data.

Figure 6.

Figure 6. Plot of Dulaney et al. (2017) Hα emission RVs vs. phase of the 336fd95 period (top) and for their original period of 170fd4 (bottom). The same epoch of maximum RV, RJD 52001.2, was adopted as phase zero in both plots.

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4.2.3. Our Hα Emission RVs

We derived the periodograms for both the RVs from the original spectra and those from the spectra after the removal of telluric lines (see Figure 4). It is seen that different best-fit frequencies of 0.0062166 c day−1 and 0.0072695 c day−1 were detected for the original, and telluric-corrected spectra, respectively. These correspond to "periods" of 160fd86, and 137fd56. The phase plots for both these "periods" and both sets of RVs are in Figure 7. One can see that neither phase curve is very convincing. Moreover, it is obvious that no strong peak was detected near frequency of 0.00587 c day−1, which corresponds to the period of 170fd4 reported by Dulaney et al. (2017); see Figure 4. We thus reiterate our conclusion that our RVs do not indicate RV variability.

Figure 7.

Figure 7. Phase plots of our Hα emission-line RVs, both from the original spectra and from the spectra after removal of telluric lines, for the "period" of 160fd86 found as the best one from the original spectra, and for 137fd56 found from the spectra after the telluric-line removal.

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5. Could the Presence of Telluric Lines Confuse the Automated RV Measurements?

RVs are often measured using various automatic routines or pipelines. As already mentioned, there is a large number of telluric lines in the Hα region; see Figure 1. If these lines are not removed properly, they could possibly affect or even confuse the automatic procedures that measure the RVs. In the course of the year, the positions of the telluric lines with respect of the line profile change periodically. If the telluric lines are not removed correctly, they could easily cause apparent periodic RV changes.

To investigate how significant the line blending of numerous telluric lines with the observed Hα profile can be, we carried out tests on artificially created data for the observing times of the Ritter spectra.

We realized that the spectral resolution of the DAO spectra is similar to that of the Ritter spectra studied by Dulaney et al. (2017). We therefore used this richest and longest homogeneous series, covering the red spectral region, and applied the KOREL disentangling (Hadrava 2004 and references therein) to them. We assumed a constant spectrum of β CMi (simulating it as a very long-period orbit with virtually zero semiamplitude of RV changes) and we also disentangled the spectrum of telluric lines, allowing for their time variability. The resulted spectra are shown in Figure 8.

Figure 8.

Figure 8. Top: the mean disentangled DAO red spectrum of β CMi, with several clearly visible spectral lines: absorption lines of the Si ii 6347&6371 Å doublet; double emission lines of Fe ii 6456 and Fe ii 6519&6525 Å blend; Hα emission; and He i 6678 Å absorption. Bottom: the mean disentangled spectrum of telluric lines.

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Next, we multiplied the mean DAO stellar spectrum in the neighborhood of Hα by the mean spectrum of telluric lines, each time shifted in RV to the respective values of the heliocentric RV corrections. The multiplication is a better justified operation than summation because the telluric spectral lines do not have a continuum, thus the strength of the telluric line which absorbs at stellar continuum will be different from the strength of the same line absorbing in the strong stellar line (see the discussion on this topic in Hrudková & Harmanec 2005 and Hadrava 2006). We omitted the spectrum with RJD 52975.8496 with tabulated Hα emission RV of −1.88 km s−1 in the electronic table of Dulaney et al. (2017), because this RJD is out of the increasing order of RJDs and the same value repeats a few lines later with a RV of −3.41 $\mathrm{km}\,{{\rm{s}}}^{-1}$. Then we imported all artificial spectra to SPEFO and measured their V/R ratio. We also measured RVs on the steep wings of the Hα line using an automatic procedure, namely a simplified double-slit method, commonly used in solar physics. This method utilises two artificial slits placed in a fixed distance in wavelength on the steep wings of the spectral line. The double slit is then moved across the line profile to balance the transmission through both slits. The position of the double slit then corresponds to the RV of the spectral line. This method is known to perform well on symmetric lines, which roughly corresponds to our case.

In other words, we used an Hα profile with constant RV and V/R ratio. We found that the V/R ratio of the disentangled DAO Hα profile differs a bit from one, having V/R = 0.99792. To test the hypothesis that the real β CMi profile has V/R = 1.0 sharply, we multiplied all V/R ratios measured on the simulated spectra by an inverse factor of 1.00208.

We emphasize that we are aware that such simulation cannot reproduce the observed spectra well enough. Not only are our simulated spectra essentially noiseless in contrast to the observed ones, but the strength of the telluric lines in the real spectra certainly varies from one to another, while our simulation used a mean telluric spectrum of constant intensity. Yet, our results are very illuminating and clearly show that the blending of the Hα profile with telluric lines, which are changing their positions with time during the year lead to apparent RV and V/R changes, especially when the peak intensities of the emission line are modest, not exceeding the continuum level by two to three times.

We first discuss the results for the V/R ratio. We note that the times of observations of the Ritter spectra are such that the vast majority of them have heliocentric RV corrections from −29 to +3 km s−1 and there are only 17 spectra (out of 123), which have heliocentric RV corrections larger than +15. We suspect that one consequence of this fact is that almost all V/R ratios measured by Dulaney et al. (2017) are larger than one. In Figure 9, we compare the phase plot of the V/R ratios measured by Dulaney et al. (2017) on real Ritter spectra with that for the artificially created spectra. We note that our result for artificially created spectra shows a remarkable agreement with the real Ritter spectra as far as the range of the V/R ratios is concerned. Because our modeling used a constant Hα profile with V/R tuned to one, this seems to constitute an indirect but quite compelling argument that the V/R changes derived by Dulaney et al. (2017) are still partly affected by spurious effects due to blends with the telluric lines.

Figure 9.

Figure 9. Phase plots of the V/R ratio of the double Hα emission for the ephemeris of Dulaney et al. (2017) ${T}_{\max .\mathrm{RV}}=\mathrm{RJD}\,52001.2+170\buildrel{\rm{d}}\over{.} 4\times E$. Top: measurements of Dulaney et al. (2017) on the Ritter spectra. Bottom: simulation of Ritter spectra based on combined disentangled DAO line profile of Hα multiplied by the spectrum of telluric lines (see the text for details).

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We carried out a period analysis of the V/R ratio to find out that the best period is one half of the tropical year. The corresponding phase plot is in Figure 10(a).

Figure 10.

Figure 10. Phase plots of the V/R ratio (left columns) and RV (right columns) of the Hα emission wings measured on the simulated Ritter spectra. The phase diagrams are plotted for the periods of half of the tropical year (upper row) and the period of one tropical year (bottom row). In panel (d), the gray points were calculated for simulation covering every day over one tropical year, whereas the black points represent the dates of Ritter spectra.

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We also carried out period analyses of RVs of the Hα emission wings measured by the automatic procedure. The best fit was also obtained for one half of the tropical year; see Figure 9(b). We note that the phase curves of RVs measured by the automatic method we used are very smooth. We explain this by the fact that the simulated spectra are noiseless and the slit method inevitably feels the variable blending on both line wings. We note that the RV curve shows a strange behavior in phases from 0.1 to 0.3. This corresponds to a large discontinuity at the same phase seen in phase curve of RVs in Figure 10(b), which is caused by the gap in observations in fall, when the star was below the horizon at night (this gap is demonstrated in Figure 10(d)).

A related question is why does the periodic analysis prefer the period of one-half of the tropical year to the full tropical year, which should naturally be present in the simulated spectra because it was introduced by our simulation. As we demonstrate in Figure 10(d), the simulated spectra indeed have one-tropical-year periodicity with two half-year waves of different amplitudes (the gray points that were computed for automatic measurements covering one tropical year). In all probability, it is a consequence of asymmetric distribution of stronger telluric lines with respect to the laboratory wavelength of the Hα line. As seen in Figure 10(d), the Ritter spectra were almost exclusively exposed in such dates that their positions cover preferably the wave with a larger amplitude. A period search seeking for a single-wave RV curve then naturally gets confused due to this selection effect and finds a half-tropical-year period as the best one describing the periodicity in the data. Finally, we note that the RVs from our simulated spectra have a phase of maximum RV identical to that found by Dulaney et al. (2017) in their real measurements. This indicates that the period suggested by them might indeed be spurious due to residual telluric contamination.

We conclude that the spurious effects due to blending of the Hα profile of β CMi with telluric lines, varying in position and strength, are inevitable. This represents a serious warning that any periods close to a year or half of it must be considered with caution.

6. Period Analysis of Light Changes with Wavelets

The star was almost continuously monitored by the Canadian MOST satellite for more than 39 days with a very high cadence (an average separation between the consecutive measurements is about 8 minutes; see Figure 11(a)). Such a data set allows to study photometric periods and their evolution.

Figure 11.

Figure 11. Period analysis of MOST photometry of β CMi (a) The observations, (b) the WWZ spectrum, (c) the zoom in the range of the dominant frequency with the peak identified, and (d) its amplitude over the interval of observations.

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The standard methods (for instance a Fourier analysis) were used to analyze the same data set in the past (e.g., Saio et al. 2007). A number of short periods was identified and interpreted as evidence for non-radial pulsations. The classical methods do not allow to learn about the evolution of the periods over the interval of observations.

To study such a case, we use the method that is based on the wavelet transform (e.g., Morlet et al. 1982). For details of the method and its trial application, see Švanda & Harmanec (2017). The wavelet transform can provide a good time resolution for high-frequency signals and a good frequency resolution for low-frequency ones. This is a property well suited for real signals. The wavelet transform is thus a convenient method for the analysis of periodic signals with cycle lengths, amplitude, and/or phase, which evolve with time. If applied to irregular data sets, the wavelet transform responds to irregularities rather than to actual changes in the parameters of the signal. Foster (1996) introduced a wavelet Z-transform (WWZ) that corrects the amplitude of the detected period to the number of points available to properly describe the given periodicity, thereby dealing with gaps and irregularities in the data set. The WWZ approach represents the principal method to investigate the periodicities seen in the MOST photometry.

The overall wavelet spectrum is plotted in Figure 11(b). It can be seen that except for the enhanced power at around 3.25 c day−1, none of the detected periods is stable over the whole interval of observations. From time to time, a strong power near 12 c day−1, and 17 c day−1 appears and disappears again. The averaged periodogram over the whole interval of observations is plotted in Figure 12 in comparison with a periodogram obtained with the program PERIOD04 based on the Deeming (1975) method (Lenz & Breger 2004). The resolution in frequency is poorer for WWZ spectrum, which is a natural property of this method because for time instant only a limited interval of observations is considered. Nevertheless, all important frequencies below 5 c day−1 are detected by both approaches. The two differ for higher frequencies, where the peak-width is much broader for the WWZ spectrum than for the PERIOD04 spectrum. Yet, the PERIOD04 peaks around 11 c day−1, 13 c day−1, 15 c day−1, and 17 c day−1 can be identified in the average WWZ periodogram as well as transients. When looking at the full WWZ spectrum in Figure 11(b), one sees that these high-frequency periods were detected only episodically in the second half of the observational interval and were virtually absent in the first half.

Figure 12.

Figure 12. Average periodogram obtained from WWZ analysis (as a time average of Figure 11(b); the red line) compared with the PERIOD04 periodogram (black curve).

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The strongest periodicity around 3.25 c day−1 was quite stable over the whole interval (see Figure 11(c)) with the cycle length of 0.307 ± 0.004 days and underwent smooth changes around its mean value. Its significance (amplitude) also evolved slightly in time (Figure 11(d)), this periodicity was on average responsible for the observed photometric changes with the amplitude of 0fm00014 ± 0fm00005. The exception is seen in an interval between RJD 53738 and 53742, where a different cycle of length about 2.4 c day−1 with a secular evolution dominates the spectrum. Cycles of a similar length are episodically present also on other dates. From seeing the WWZ spectrum in Figure 11(c) one could even track a non-monotonic secular evolution of such cycle.

Saio et al. (2007) claimed to detect two separate peaks in the spectrum with frequencies 3.257 ± 0.001 c day−1 and 3.282 ± 0.004 c day−1 that they interpreted as a coupling between the rotation of the star and the non-radial g-mode pulsations. They further reported weak frequency peaks with values of 3.135 ± 0.006 c day−1 and 3.380 ± 0.002 c day−1. The detection of separate peaks is not confirmed by the WWZ method. The multiperiodicity of the close periods, when typically the g-modes create frequency groups that are also observed on Be stars (Rivinius et al. 2016), manifest themselves as beat-like structures in the wavelet spectrum at a fixed frequency (see also Pápics et al. 2017). The wavelet spectrum of β CMi does not contain such features and it is qualitatively different from the typical wavelet spectrum of pulsating Be stars (see Rivinius et al. 2016 and their Figures 2, 4, and 6).

Instead of distinct multiperiodic representation, we observe a slowly changing value of the dominant frequency oscillating about the value of ∼3.257 c day−1. If such an evolving signal is analyzed using the standard periodogram methods, the method will find a solution in a sum of periodic signals with arbitrary periods. Even though a representation of a timeseries with a set of periodic signals may be sufficient for some applications, such a representation does not reveal possible real physical changes. We do not claim that β CMi is not a pulsating star, we only demonstrate that there is no clear evidence of pulsations in the MOST observations.

There has been a long debate about the nature of the low-amplitude (multi?)-periodic light variations observed for many Be stars. Because Harmanec (1984) called attention to the fact that these variations often occur with a double-wave curve, which was confirmed on a larger sample of stars by Balona & Engelbrecht (1986), small-amplitude periodic light changes were found for a number of Be stars. While P. Harmanec and L.A. Balona, among others, advocated the rotational modulation of the stars in question or their circumstellar envelopes, investigators like C.T. Bolton, J.R. Percy, D. Baade, or G.A.H. Walker with their collaborators advocated interpretation in terms of non-radial pulsations. Readers are referred to, e.g., Baade & Balona (1994) and many other papers by the authors listed above or to a more recent repetition of the debate (e.g., Balona 2013; Rivinius 2013; Rivinius et al. 2013).

Harmanec (1998) analyzed extended series of observations of ω CMa, interpreted as non-radial pulsator by Baade, and showed that the OC analysis of its RV changes with the 1fd37 period indicate mild secular cyclic variations of this period, possibly related to the strength of the Hα emission. He also showed that a Fourier analysis of all RVs can misinterpret a single periodicity with mildly variable period as multiperiodicity of several close periods. It was also found that the shape of the periodic light variations can change gradually, even within one season, from double-wave to single-wave shape (see, e.g., Cuypers et al. 1989; Harmanec et al. 1987; Balona et al. 1992). This also complicates the period analysis based on Fourier analyses.

In the case of β CMi, the dominant period changing in time also represents the real changes of the light curve. To demonstrate this effect, we split the whole 39 day interval into five intervals of equal length. For each interval, we determined the local value of the dominant period around 3.257 c day−1 and constructed the light curve as a function of phase. We soon found that phase plots of the data with a half of this frequency define a double-wave light variation with unequal minima and maxima. For better clarity, the light curves were binned with a binsize of 0.025 in phase, the sampling in phase has a step of 0.01.

The light curves from individual data subsets plotted in the left panels of Figure 13 show that the shape of the light curve varies indeed from one subset to another. The spread of the points around the mean curve is larger for the second and third subsets because, as it is evident from Figure 11(c), in those time intervals the value of the dominant period is changing rapidly. On the other hand, in the first, fourth, and fifth time subset, the period was quite stable, which led to a "cleaner" appearance of the light curve.

Figure 13.

Figure 13. Double-wave light curves constructed from the MOST photometry for five non-overlapping intervals. The corresponding intervals of RJDs and local values of the period are given for each plot. The left panels correspond to locally derived values of the period while the right ones are for the constant mean period. On abscissa, the phase calculated for each local value of the period, with phase zero set always at RJD 53740, is given for each plot.

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The plots also demonstrate that the choice of twice longer period then the dominant local period detected with the wavelet analysis was a correct one. The depths of the two maxima and minima are clearly different. Furthermore the phase shift of the curves also varies from one subset to another. As mentioned above, such a behavior is characteristic for rapid light changes of other Be stars, too; see, for instance, the rapidly changing light curve of the archetype rapidly variable B6e star o And (Harmanec et al. 1987; Sareyan et al. 1998, 2002) and for a number of other Be stars (Cuypers et al. 1989; Balona et al. 1992). This all is consistent with the rotational modulation and physical changes taking place and inconsistent with the multiperiodic oscillations.

On the other hand, the variations of the peak frequency in the five intervals is small, thus it is almost impossible to convincingly show the effects of the period determination on the phase light curves. To show this weak effect, we plotted the same data for a constant period of 0fd617 the right panels of Figure 13. The differences between the corresponding panels of Figure 13 are small and probably beyond statistical significance.

In passing, we admit that in view of the very low amplitude of the light changes, our interpretation is only tentative. The majority of investigators currently favors the hypothesis of non-radial pulsations to explain the rapid light- and also line-profile changes of Be stars.

7. Probable Physical Properties

There is actually a rather large range of uncertainty of the basic physical properties of β CMi.

We used the PYTERPOL program of J. A. Nemravová (see Nemravová et al. 2016 for the most detailed description) that interpolates in a precalculated grid of synthetic stellar spectra sampled in the effective temperature, gravitational acceleration, and metallicity. The synthetic spectra are compared either to individual observed spectra or to the disentangled ones for one, two, or more components of a multiple system (normalized to the joint continuum of all bodies) and the initial parameters are optimized by minimization of χ2 until the best match is achieved. In our case, we used the blue parts of the high S/N spectra in three regions: 4000–4190 Å, 4250–4420 Å, and 4440–4600 Å. We fitted the individual spectra and as another trial, we also disentangled the spectra with KOREL and fitted the disentangled spectrum. The result is summarized in Table 2. The difference between the two fits probably characterizes the real uncertainty of the values obtained.

Table 2.  Estimates of the Radiative Paramaters of β CMi from the Blue Spectra at our Disposal with the Program PYTERPOL

Quantity Individual Spectra KOREL
${T}_{\mathrm{eff}}$ (K) 12560 13010
log g (cgs) 4.20 4.35
v sin i (km s−1) 260 266

Note. Results of the fit for individual spectra, and for the KOREL disentangled spectrum are tabulated. The solar composition was assumed.

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For comparison, Frémat et al. (2005) derived ${T}_{\mathrm{eff}}$ = 11772 ± 344 K, log g = 3.811 ± 0.062, and v sin i 230 ± 14 $\mathrm{km}\,{{\rm{s}}}^{-1}$, while Slettebak (1954) obtained v sin i = 260 km s−1. Reproducing the optical and UV spectral energy distribution, Wheelwright et al. (2012) concluded that the disk is in Keplerian rotation and seen under an inclination of about 45°–50°. They adopted ${T}_{\mathrm{eff}}$ = 12,000 K and log g = 4.0 as typical for a B8e star and estimated the equatorial radius of the star of 4.68 ${R}_{\odot }$, AV = 0fm05, and polar temperature of 15,000 K. Keplerian rotation was independently found by Kraus et al. (2012) from the optical and near-infrared spectrointerferometry. They also derived the disk position angle 140° ± 1.7° and inclination 38.5° ± 1° and estimated the mass of the central star as 3.5 ± 0.2 M.

There is no Gaia DR2 release parallax of β CMi because the star is too bright. The most accurate parallax is from the Hipparcos revised reduction (van Leeuwen 2007): $p\,=0\buildrel{\prime\prime}\over{.} 02017\pm 0\buildrel{\prime\prime}\over{.} 00020$. Combined with the calibrated standard UBV photometry from Hvar (V = 2fm890, BV = −0fm101, UB = −0fm268) and AV = 0fm05 (Wheelwright et al. 2012), one obtains V0 = 2fm84, and ${M}_{{\rm{V}}}=-0$fm64. Using the two extreme values of log${T}_{\mathrm{eff}}$, 4.071 (Frémat et al. 2005) and 4.114 (from the PYTERPOL fit of KOREL disentangled blue spectrum) and bolometric corrections from Flower (1996), one obtains the mean stellar radius of 3.83 ${R}_{\odot }$, or 3.52 ${R}_{\odot }$, respectively. This is in a broad agreement with modeling results. Klement et al. (2015) obtained the equatorial and polar radii of 4.17 ${R}_{\odot }$, and 2.8 ${R}_{\odot }$, respectively, while Wheelwright et al. (2012) got 4.68 ${R}_{\odot }$, and 3.55 ${R}_{\odot }$. Their results imply the mean radii of 3.42 ${R}_{\odot }$, and 4.07 ${R}_{\odot }$. For completeness, mean radii of normal stars for the two extreme values of ${T}_{\mathrm{eff}}$ would be 2.45, and 2.65 ${R}_{\odot }$ (Harmanec 1988).

Our v sin i of ∼260 km s−1 combined with the published values of equatorial radius of 4.68 ${R}_{\odot }$ and 4.20 ${R}_{\odot }$ and assuming that the 0fd617 period is the stellar rotational period would lead to the inclination of the rotational axis of 42fdg7, and 49fdg0, respectively.

Assuming that the circumstellar disk lies in the stellar equatorial plane Klement et al. (2015) obtained an inclination of 43° and Wheelwright et al. (2012) estimated the range of inclinations 45°–50°. Our identification of the 0fd617 period with the stellar rotational period is therefore quite consistent with these pieces of information.

8. Conclusions

Our detailed analyses presented in previous sections demonstrated that the spectroscopic binary nature of β CMi with an orbital period of 170fd4 could not be confirmed. The star can still be a binary (as conjectured from the truncation of its circumstellar disk by Klement et al. 2015), but there is currently no direct proof of it, based on periodic RV changes.

The discussion of RVs from photographic spectra in Section 4.2.1 indicates that there could be time intervals in the past when the RV was varying within a rather large range of values, perhaps due to transient asymmetries in the circumstellar disk. We remind that V/R = 1.17 was found on an Hα profile from 1953 March published by Underhill (1953).

From the wavelet analysis of the precise MOST satellite photometry we conclude that there is only one stable (maybe slightly variable) period of low-amplitude light changes, 0fd617. We tentatively identify it with the star's rotational period.

We acknowledge the use of archival spectra from the Haute Provence, Canada France Hawaii telescope, and ESO public archives (ESO programs 072.D-0315 and 074.D-0573). The reduced MOST observations of β CMi were kindly provided to us by Christopher Cameron. Some of the Ondřejov spectra were secured by M. Dovčiak, M. Kraus, R. Kříček, P. Neméth, J.A. Nemravová, and M. Wolf. We thank Jana A. Nemravová (who left the astronomical research in the meantime) for the permission to use her program, PYTERPOL. We also acknowledge the use of the public version of the program KOREL written by Petr Hadrava. The tough but largely justified criticism of the first version of this paper by an anonymous referee helped us to improve the text and argument, and is gratefully acknowledged. In the initial phases of this project, P.H. and M.Š. were supported from the grant GA15-02112S of the Czech Science Foundation. In the final stage of this study, P.H. was supported from the grant GA19-01995S of the Czech Science Foundation. Research of D.K. is supported from the grant GA17-00871S of the Czech Science Foundation. H.B. acknowledges financial support from Croatian Science Foundation under the project 6212 "Solar and Stellar Variability." Research of L.V. is supported from CONICYT through project Fondecyt n. 1171364. The use of the NASA/ADS bibliographical service, and the Simbad database are greatly acknowledged.

Appendix: Individual RVs and Spectrophotometric Quantities

We provide here individual RVs with RJDs derived by us for the Yerkes photographic spectra in Table 3 and also individual RVs and spectrophotometric quantities for our Hα spectra—see Table 4. We tabulate the peak intensities IV and IR measured in the units of the local continuum level, their average and ratio, and the central intensity of the Hα absorption core Ic. Individual spectrographs are identified in the last column "Spg. No." by numbers they have in Table 1.

Table 3.  RVs (in $\mathrm{km}\,{{\rm{s}}}^{-1}$) from Yerkes Photographic Spectra Published by Frost et al. (1926)

RJD RV
16796.9717 47.90
18670.7214 13.40
19022.7829 −1.30
19029.7902 44.20
19039.8355 20.70
19092.6680 53.20
19367.8188 15.60

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Table 4.  Individual RV (in $\mathrm{km}\,{{\rm{s}}}^{-1}$) and Line-strength Measurements in the Hα Spectra at our Disposal

RJD RVem. ${\mathrm{RV}}_{\mathrm{em}.}^{\mathrm{clean}}$ dRVzero Rmstelur.l. (IV + IR)/2 Spg. No.
49745.8724 8.44 ± 0.22 8.90 ± 0.09 −0.36 0.16 1.7095 ± 0.0095 1
49745.8813 8.42 ± 0.17 8.24 ± 0.08 0.15 0.12 1.7065 ± 0.0035 1
51567.4879 7.15 ± 0.40 5.64 ± 0.16 −0.56 0.75 1.6030 ± 0.0010 2
51589.4298 12.43 ± 0.03 13.01 ± 0.09 2.02 0.28 1.6795 ± 0.0015 2
51641.2949 12.76 ± 0.03 14.10 ± 0.51 3.79 0.95 1.6810 ± 0.0130 2
51655.3022 12.21 ± 0.15 12.09 ± 0.24 1.87 0.20 1.6785 ± 0.0085 2
51661.3168 11.79 ± 0.22 11.77 ± 0.09 2.67 0.19 1.6885 ± 0.0085 2
52229.5462 10.58 ± 0.70 8.29 ± 0.18 −0.07 0.27 1.6735 ± 0.0065 3
52234.5702 8.83 ± 0.03 9.14 ± 0.06 −0.95 0.46 1.6825 ± 0.0185 3
52234.5821 9.11 ± 0.29 8.76 ± 0.12 −0.93 0.36 1.6895 ± 0.0165 3
52362.3431 8.46 ± 0.14 8.91 ± 0.08 −0.01 0.07 1.7775 ± 0.0035 4
52706.7670 9.31 ± 0.11 9.56 ± 0.10 1.28 0.19 1.7910 ± 0.0090 1
52706.7811 8.55 ± 0.22 8.43 ± 0.10 1.42 0.17 1.7860 ± 0.0020 1
52706.7964 9.22 ± 0.22 9.39 ± 0.06 1.12 0.25 1.7935 ± 0.0025 1
52749.3933 8.09 ± 0.38 9.21 ± 1.32 −1.00 0.30 1.7645 ± 0.0075 3
52750.3686 10.60 ± 0.03 9.23 ± 0.67 −0.70 0.30 1.7700 ± 0.0010 3
52770.6970 8.40 ± 0.17 8.94 ± 0.15 4.21 0.11 1.7420 ± 0.0220 1
52770.7018 8.29 ± 0.17 8.34 ± 0.10 4.53 0.12 1.7870 ± 0.0040 1
52771.6852 9.28 ± 0.11 8.71 ± 0.09 2.76 0.11 1.7775 ± 0.0035 1
52983.4974 9.04 ± 0.29 9.59 ± 0.09 −0.43 0.31 1.7585 ± 0.0205 3
53011.7141 8.69 ± 0.15 7.99 ± 0.11 −0.95 0.09 1.7880 ± 0.0130 5
53012.6330 8.37 ± 0.21 8.96 ± 0.17 −0.24 0.05 1.8000 ± 0.0070 5
53028.6014 9.09 ± 0.03 9.39 ± 0.10 −0.47 0.47 1.7715 ± 0.0085 3
53079.7813 9.26 ± 0.33 9.20 ± 0.09 0.87 0.12 1.7885 ± 0.0115 1
53097.3956 9.16 ± 0.52 9.85 ± 0.12 0.55 0.35 1.7720 ± 0.0060 3
53097.3993 8.69 ± 0.61 10.18 ± 0.08 0.38 0.41 1.7780 ± 0.0020 3
53105.7900 8.02 ± 0.22 8.06 ± 0.09 1.58 0.14 1.7830 ± 0.0120 1
53134.7252 8.66 ± 0.34 9.17 ± 0.06 0.25 0.19 1.7975 ± 0.0025 1
53261.0526 8.50 ± 0.17 8.62 ± 0.10 1.24 0.14 1.7395 ± 0.0025 1
53274.0536 8.36 ± 0.17 8.25 ± 0.08 1.48 0.13 1.7590 ± 0.0030 1
53334.8232 8.10 ± 0.17 7.90 ± 0.09 0.75 0.06 1.8925 ± 0.0055 6
53334.8527 7.64 ± 0.07 7.44 ± 0.18 1.17 0.04 1.8250 ± 0.0030 6
53385.9364 9.26 ± 0.11 8.81 ± 0.06 0.45 0.14 1.7720 ± 0.0100 1
53406.8866 9.67 ± 0.19 9.62 ± 0.09 0.50 0.19 1.7765 ± 0.0015 1
53469.7531 9.45 ± 0.11 9.64 ± 0.09 0.57 0.14 1.7720 ± 0.0060 1
53470.7984 9.21 ± 0.11 9.33 ± 0.10 0.40 0.13 1.7890 ± 0.0030 1
53638.0548 8.43 ± 0.11 9.35 ± 0.13 0.03 0.16 1.7440 ± 0.0010 1
53638.0566 8.54 ± 0.11 8.56 ± 0.12 −0.06 0.15 1.7460 ± 0.0040 1
53655.0693 9.53 ± 0.17 9.54 ± 0.10 0.12 0.14 1.7535 ± 0.0085 1
53681.0415 8.94 ± 0.30 9.23 ± 0.10 0.19 0.18 1.7735 ± 0.0005 1
53791.8117 9.15 ± 0.34 9.11 ± 0.10 −0.41 0.17 1.7805 ± 0.0065 1
53814.7848 9.18 ± 0.11 10.06 ± 0.10 −0.78 0.14 1.7675 ± 0.0035 1
53814.7867 9.30 ± 0.17 9.69 ± 0.09 −0.96 0.19 1.7590 ± 0.0030 1
54004.0644 8.58 ± 0.23 8.72 ± 0.09 −0.29 0.11 1.7545 ± 0.0055 1
54044.9503 8.93 ± 0.17 9.05 ± 0.09 0.69 0.12 1.7555 ± 0.0035 1
54107.0056 8.87 ± 0.17 8.93 ± 0.10 −0.61 0.16 1.7680 ± 0.0120 1
54108.5620 8.48 ± 0.02 8.28 ± 0.08 −1.04 0.43 1.7495 ± 0.0225 3
54108.5657 8.54 ± 0.04 8.04 ± 0.09 −0.38 0.41 1.7470 ± 0.0230 3
54169.8236 8.36 ± 0.23 8.92 ± 0.13 −0.42 0.18 1.7865 ± 0.0015 1
54401.0389 9.93 ± 0.17 8.45 ± 0.08 0.32 0.42 1.7420 ± 0.0040 1
54423.7029 7.72 ± 0.24 7.81 ± 0.05 −0.09 0.06 1.8055 ± 0.0035 7
54423.7047 7.54 ± 0.25 8.21 ± 0.05 −0.06 0.07 1.8090 ± 0.0030 7
54443.0654 7.95 ± 0.11 8.64 ± 0.09 −0.12 0.22 1.7645 ± 0.0105 1
54518.8122 9.17 ± 0.17 9.56 ± 0.09 −0.05 0.19 1.7770 ± 0.0050 1
54519.6421 9.42 ± 0.20 9.29 ± 0.10 0.16 0.19 1.7825 ± 0.0025 1
55320.4961 9.65 ± 0.27 11.02 ± 0.11 3.99 0.12 1.8030 ± 0.0020 8
55470.6614 8.84 ± 0.05 8.67 ± 0.09 0.18 0.46 1.7210 ± 0.0030 3
55829.6123 9.45 ± 0.29 9.54 ± 0.15 0.08 0.45 1.6800 ± 0.0130 3
55867.8024 8.97 ± 0.14 10.06 ± 0.15 −3.00 0.09 1.8090 ± 0.0090 8
55871.1482 8.82 ± 0.06 8.50 ± 0.10 0.03 0.06 1.7655 ± 0.0025 9
55877.1439 8.77 ± 0.14 8.60 ± 0.09 0.07 0.05 1.7625 ± 0.0025 9
55976.5869 10.02 ± 0.27 9.67 ± 0.13 −3.46 0.05 1.7365 ± 0.0035 8
55977.6398 9.81 ± 0.06 10.13 ± 0.12 −5.20 0.06 1.7235 ± 0.0035 8
56323.7302 7.09 ± 0.21 8.46 ± 0.09 −4.12 0.07 1.7795 ± 0.0125 8
56332.3951 7.51 ± 1.17 8.10 ± 0.51 0.01 0.58 1.7395 ± 0.0065 3
56350.6653 8.96 ± 0.14 8.79 ± 0.12 0.35 0.15 1.8260 ± 0.0160 10
56354.4928 8.32 ± 0.04 8.92 ± 0.12 −0.52 0.38 1.7515 ± 0.0025 3
56366.3279 8.16 ± 0.03 7.70 ± 0.09 1.24 0.40 1.7480 ± 0.0020 3
56395.3447 10.34 ± 0.03 9.60 ± 0.19 −0.71 0.27 1.7500 ± 0.0020 3
56606.5390 10.30 ± 0.04 10.05 ± 0.09 0.70 0.53 1.7365 ± 0.0055 3
56613.8631 7.77 ± 0.07 8.38 ± 0.05 −1.53 0.05 1.8375 ± 0.0035 8
56647.8767 8.09 ± 0.27 8.02 ± 0.10 −0.32 0.09 1.8175 ± 0.0125 8
56648.3346 10.01 ± 0.18 9.81 ± 0.44 1.04 0.32 1.7085 ± 0.0365 3
56681.6714 8.34 ± 0.04 8.60 ± 0.09 −0.07 0.06 1.8420 ± 0.0120 8
56712.2316 9.36 ± 0.22 9.79 ± 0.50 −0.30 0.37 1.7550 ± 0.0100 3
56929.9217 9.70 ± 0.07 8.67 ± 0.11 0.54 0.12 1.7020 ± 0.0050 8
56962.8833 8.98 ± 0.03 9.73 ± 0.06 1.02 0.08 1.8095 ± 0.0105 8
57078.5964 10.11 ± 0.45 8.42 ± 0.24 0.99 0.36 1.8755 ± 0.0335 10
57080.5584 9.73 ± 0.24 9.77 ± 0.15 1.08 0.30 1.8290 ± 0.0030 10
57396.5672 9.77 ± 0.26 10.02 ± 0.08 0.28 0.42 1.7460 ± 0.0150 3
57443.2592 9.73 ± 0.02 10.07 ± 0.63 1.18 0.53 1.7500 ± 0.0080 3
58163.2564 9.15 ± 0.07 8.72 ± 0.30 −0.97 0.53 1.7770 ± 0.0040 3
58173.4674 9.40 ± 0.03 9.95 ± 0.11 −2.01 0.61 1.7620 ± 0.0040 3
58198.3383 9.92 ± 0.26 10.56 ± 0.10 −0.19 0.44 1.7635 ± 0.0055 3

Download table as:  ASCIITypeset images: 1 2

Footnotes

  • Based on spectral observations obtained at the Dominion Astrophysical Observatory, NRC Herzberg, Programs in Astronomy and Astrophysics, National Research Council of Canada, Ondřejov Observatory and Universitätssternwarte Bochum, and on photometry from the Canadian MOST satellite and UBV observations from the Hvar Observatory.

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10.3847/1538-4357/ab0828