LOW-AMPLITUDE VARIABLES: DISTINGUISHING RR LYRAE STARS FROM ECLIPSING BINARIES

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Published 2010 April 8 © 2010. The American Astronomical Society. All rights reserved.
, , Citation T. D. Kinman and Warren R. Brown 2010 AJ 139 2014 DOI 10.1088/0004-6256/139/5/2014

1538-3881/139/5/2014

ABSTRACT

It is not easy to identify and classify low-amplitude variables, but it is important that the classification is done correctly. We use photometry and spectroscopy to classify low-amplitude variables in a 246 deg2 part of the Akerlof et al. field. Akerlof and Collaborators found that 38% of the RR Lyrae stars in their 2000 deg2 test field were RR1 (type c). This suggests that these RR Lyrae stars belong to an Oosterhoff Type II population, while their period distribution is primarily Oosterhoff Type I. Our observations support their RR0 (type ab) classifications; however, six of the seven stars that they classified as RR1 (type c) are eclipsing binaries. Our classifications are supported by spectroscopic metallicities, line-broadening, and Galactic rotation measurements. Our 246 deg2 field contains 16 RR Lyrae stars that are brighter than mR = 14.5; only four of these are RR1 (type c). This corresponds to an Oosterhoff Type I population in agreement with the period distribution.

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1. INTRODUCTION

Low-amplitude variables are difficult to identify and classify, yet determining their true nature is astrophysically important. Lee & Carney (1999) and Miceli et al. (2008) have shown that the Oosterhoff Type I (Oo I) and the Oosterhoff Type II (Oo II) field RR Lyrae stars have different galactic distributions and hence, presumably, different origins. Oosterhoff Types are defined not only by the period distributions of their RR0 (type ab) and RR1 (type c) variables but also by the relative numbers of these two RR Lyrae types. Thus, the RR1 (type c) comprises 45% of all the RR Lyrae stars in the Oo II globular clusters but only 20% in the OoI globular clusters (Clement et al. 2001). In recent large surveys for field RR Lyrae stars, RR1 variables comprised 17% of the total in the QUEST Survey (Vivas et al. 2004) and 22% of the total in the Sloan Digital Sky (SDSS) Stripe 82 Survey (Watkins et al. 2009) indicating Oo I populations in both cases.

Akerlof et al. (2000, hereafter AAB), on the other hand, study a 2000 deg2 field of the ROTSE All-Sky Survey,4 and find that 38% of their RR Lyrae stars are RR1 (type c). Problematically, this suggests an Oo II population although the period distribution shown in AAB (Figure 8) is that of a predominantly Oo I population. The QUEST, SDSS, and ROTSE1 surveys all use CCD photometry which (unlike the older photographic surveys) can be used to detect the relatively low-amplitude RR1 (type c) variables with reasonable completeness. The ROTSE1 survey, for example, lists variables with amplitudes as low as 0.1 mag—significantly lower than the amplitudes of most RR1 (type c). Amrose & McKay (2001) did not include the RR1 (type c) in their discussion of the ROTSE1 RR Lyrae variables because they considered their classification less robust than that of the RR0 (type ab). We also note that the stars that AAB classify as RR1 (type c) tend to be brighter and to have lower reduced proper motions than those that they classify as RR0 (type ab); this suggests that we should review the classification of the lower amplitude RR Lyrae stars in the ROTSE1 survey.

Recently, Hoffman et al. (2009) have reclassified the brighter variables in the NSVS using Fourier coefficients. Even in this bright sample, they say "without color information and higher precision photometry, the W UMa and RRc variables cannot easily be differentiated" and in their summary they cite the W UMa/RRc degeneracy problem as a major source of misclassification. Blomme et al. (2010) mention the problem in their discussion of the new Kepler data and it surely will be a problem in the pipeline analysis of Pan-STARRS and LSST variable star data.

In this paper, we consider a 246 deg2 field near the north Galactic pole (NGP) defined by 186fdg5 < R.A. < 204fdg0 and +23fdg0 < decl. < +39fdg0 (Figure 1). This is part of the 2000 deg2 test field ROTSE1. In addition to discussing the data given by AAB, we use the General Catalogue of Variable Stars (GCVS5) and various sources discussed in Appendix A.

Figure 1.

Figure 1. Our field at the NGP that contains ROTSE1 variables lies between decl. +23fdg0 and +39fdg0 (shown by the horizontal red dashed lines). The RR Lyrae stars listed in the GCVS are shown by large open red pentagons. The stars that were discovered by AAB are shown (using their classifications) by the following black symbols: filled circles RR0 (type ab); open circles RR1 (type c); open triangles Delta Scuti stars. The small filled squares show the stars that AAB classified as eclipsing binaries. The survey fields of Kinman et al. (1966) are outlined by green dotted lines.

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AAB identified 33 RR Lyrae stars in this field; one of these (J130441.22+381804.50) is the same as J130441.18+381805.1 and is ignored. AAB classified nine as RR1 (type c) and 23 as RR0 (type ab). Two of these RR1 (U Com and VW CVn) are given in the GCVS. U Com has been studied in detail (Bono et al. 2000) and its classification is secure. VW CVn, however, is classified as an eclipsing binary in both the GCVS and SIMBAD. It is also included in a recent catalog of eclipsing variables (Malkov et al. 2006). AAB classifies VW CVn as RR1 (type c) and it is clear from the light curve given by Agerer & Berthold (1994) that this classification is the correct one with a period of 0.425 days and not (as originally thought) an eclipsing system with twice this period. This confusion over the nature of a 12th magnitude star shows that the classification of RR1 variables from low signal-to-noise ratio (S/N) data is not trivial.

The 21 ROTSE1 RR Lyrae stars in our field that are in the GCVS are listed in Table 1. The ROTSE1 data for the other 11 RR Lyrae variables are given in Table 2. Further information on these stars is given in the notes to this table. Apart from VW CVn, we assume that the GCVS classifications given in Table 1 are correct but that the classifications of the stars in Table 2 need to be checked through new photometry, spectroscopy, and a re-discussion of the NSVS photometry for these variables.

Table 1. ROTSE1 RR Lyrae Variables that are Identified in the GCVS

ROTSE1 ID Typea Period mRb Ac   IDd Typee Periodf
    (days)   (mag.)       (days)
J122907.47+343850.0 rrab 0.55868 13.17 1.0   RR CVn RRab 0.55860
J123245.60+270145.7 rrab 0.58668 12.20 1.0   S Com RRab 0.58659
J123556.02+371224.9 rrab 0.66847 12.98 0.7   SV CVn RRab 0.66806
J123757.13+295805.8 rrab 0.47266 15.02 1.3   FV Com RRab 0.47246
J124004.01+273014.0 rrc 0.29278 11.57 0.3   U Com RRc 0.29273
J124055.05+370507.0 rrab 0.44169 13.20 0.8   SW CVn RRab 0.44165
J124354.34+280114.0 rrab 0.54080 15.11 1.0   DV Com RRab 0.54084
J124716.30+351206.0 rrab 0.61849 15.10 1.2   DS CVn RRab 0.61843
J125000.65+310824.4 rrab 0.53654 14.75 1.0   TX Com RRab 0.53647
J125110.42+325808.3 rrab 0.57463 13.38 0.4   AP CVn RRab 0.57465
J125421.57+321433.3 rrab 0.51345 14.11 0.9   TY CVn RRab 0.51344
J125455.50+231526.3 rrab 0.54176 14.82 0.9   BD Com RR 0.54161
J125952.34+301432.6 rrab 0.53235 14.75 0.9   UW Com RRab 0.53233
J130129.21+320512.3 rrab 0.55198 14.63 1.1   TZ CVn RRab 0.55187
J130213.65+241419.6 rrab 0.66163 13.95 0.8   BF Com RRab 0.66141
J130507.95+231642.8 rrab 0.46901 13.09 0.9   RY Com RRab 0.46895
J131226.95+302117.9 rrab 0.73723 13.64 0.5   UZ Com RRab 0.73694
J131703.38+360656.3 rrab 0.67783 15.10 1.0   DZ CVn RRab 0.67732
J132942.14+285248.2 rrc 0.42518 12.02 0.4   VW CVn EW 0.85001
J133430.88+291815.5 rrab 0.52353 15.38 1.2   WW CVn RRab 0.52340
J133455.38+262700.2 rrab 0.57352 15.30 1.3   BT Com RRab 0.57355

Notes. aType given by Akerlof et al. (2000) rrab = RR0; rrc = RR1. bUnfiltered CCD mean magnitude of variable. cUnfiltered CCD amplitude of variable. dIdentification in GCVS. eVariable type given in GCVS. fPeriod given in GCVS.

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Table 2. ROTSE1 RR Lyrae Variables that are Not Identified in the GCVS

ROTSE1 ID Typea Periodb JD Maxc Dd mRe Af Qg Note
    (days)       (mag)    
J123250.33+292123.6 rrc 0.26217 ± 0.00003 51244.6032 0.5 11.68 0.1 6 (1)
J123811.00+385028.0 rrab 0.53331 ± 0.00006 51246.6095 0.2 13.94 1.1 5 (2)
J123854.21+245307.9 rrab 0.62841 ± 0.00014 51244.9048 0.4 13.24 0.3 9 (3)
J124855.82+331934.5 rrc 0.20415 ± 0.00002 51244.8268 0.5 12.51 0.2 5 (4)
J125947.50+365843.6 rrc 0.30817 ± 0.00002 51244.5879 0.2 10.62 0.3 5 (5)
J130441.18+381805.1 rrab 0.68636 ± 0.00011 51246.8109 0.3 14.03 0.9 9 (6)
J130705.50+365757.1 rrc 0.22348 ± 0.00002 51244.5912 0.4 11.59 0.2 5  
J132849.66+360757.1 rrab 0.58633 ± 0.00016 51246.6046 0.5 14.87 0.8 6 (7)
J133048.36+335353.8 rrc 0.35292 ± 0.00005 51246.6543 0.5 14.30 0.7 5 (8)
J133204.15+385533.7 rrc 0.28913 ± 0.00007 51244.8027 0.9 11.16 0.1 5 (9)
J133234.47+351949.5 rrc 0.35983 ± 0.00006 51244.4898 0.5 13.14 0.3 6  

Notes. (1) TYC 1991-1673-1 (Hog et al. 2000); BD +30 2289. (2) BPS BS 17141-0020 (Beers et al. 1996). (3) Period = 0fd62839, [Fe/H] = −1.2 (Kinemuchi et al. 2006). (4) No. 213 (Slettebak & Stock 1959); A-F 140 (Sanduleak 1988). (5) BD +37 2346; TYC 2534-1296-1 (Hog et al. 2000); A-F 813 (MacConnell et al. 1993). Häggkvist & Oja (1973) give V = 10.19, BV = +0.21 & UB = 0.10 appropriate for main-sequence star. (6) BPS BS 16938-0026 (Beers et al. 1996) Period = 0.68511 days, [Fe/H] = −2.2 (Kinemuchi et al. 2006). (7) A-F 930 (MacConnell et al. 1993); BPS BS 16924-0007 (Beers et al. 1996). Period = 0.58620 days (Kinemuchi et al. 2006). (8) A-F 938 (MacConnell et al. 1993); BPS BS 16924-0010 (Beers et al. 1996). (9) TYC 3025-723-1 (Hog et al. 2000); BPS BS 17450-0019 (Beers et al. 1996). aType given by Akerlof et al. (2000) rrab = RR0; rrc = RR1. bPeriod in days (and error). cJulian Date of maximum light (+2,400,000). dAccumulated phase error after 3 years. eUnfiltered CCD mean magnitude of variable. fUnfiltered CCD amplitude of variable. gQuality on scale 10 (excellent) downward.

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2. PHOTOMETRY OF VARIABLES

We first observed the variables in Table 2 on 9 nights of a 12 night run with the 42 inch John S. Hall telescope of the Lowell Observatory using the Kron aperture photometer and a thermoelectrically cooled EMI 6256 photomultiplier. Landolt standards (Landolt 1992) were observed nightly so that the V and (BV) are on the Johnson system. These observations (made in 2002 May; JD 2452407–2452418) are given in Table 3. Only about ten observations were obtained for each object. Also, although the sky was apparently clear for these observations, the scatter in the V magnitudes suggests that it may not have always been perfectly photometric. The effect on the (BV) colors was probably minor in comparison. We therefore obtained further photometric observations between 2004 and 2009 using the commercial robotic f/7 0.8 m Ritchey–Chretien telescope of the Tenagra Observatory in Arizona6. The detector on this telescope was a 1024 × 1024 SITe CCD. Only the central 7' diameter field (which has excellent cosmetic quality) was used and reduced with standard IRAF routines (Tody 1993). On photometric nights the data were calibrated using local standards from an earlier program at the NGP (Kinman et al. 1994). The variable J123811.00+385028.0 and its comparison star (A) at J123806.03+385049 have also been observed by E. Schmidt (2009, private communication). He found V = 13.848 and VR = 0.372 for the comparison star while we get V = 13.841 and BV = 0.27 in satisfactory agreement. On non-photometric nights, the magnitudes of the variables were obtained differentially with respect to nearby stars. The positions of these comparison stars and their adopted magnitudes are given in Table 9 in Appendix C. In some cases, only relatively faint comparison stars were available in the 7' field and this limited the attainable accuracy with the relatively short exposures that were used.

Table 3. Photoelectric Photometry of ROTSE1 Variables in Table 2

ROTSE1 ID JDHa Vb (BV)c Phased
J123250.33+292123.6 52407.8184 11.422 0.378 0.691
J123250.33+292123.6 52408.8117 11.371 0.374 0.585
J123250.33+292123.6 52409.6892 11.450 0.376 0.259
J123250.33+292123.6 52411.6874 11.414 0.380 0.071
J123250.33+292123.6 52411.7903 11.440 0.377 0.267
J123250.33+292123.6 52416.7395 11.457 0.375 0.707
J123250.33+292123.6 52417.7894 11.419 0.367 0.709
J123250.33+292123.6 52418.7218 11.440 0.373 0.488

Notes. aHeliocentric Julian Date (+2,400,000). bJohnson V magnitude. cJohnson (BV) color. dPhase for ephemeris given in text.

Only a portion of this table is shown here to demonstrate its form and content. Machine-readable and Virtual Observatory (VO) versions of the full table are available.

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The photoelectric data of 2002 are given in Table 3 and the Tenagra photometric data are given in Table 4. We also used the NSVS (Wozniak et al. 2004). Typically, these data contain many pairs of observations that are separated by about 0.0010 days and which can be combined to improve the accuracy with negligible loss of time resolution. We also rejected data if the quoted errors were relatively large.

Table 4. Tenagra CCD Photometry of ROTSE1 Variables in Table 2

ROTSE1 ID JDHa Vb Bc Phased
J123250.33+292123.6 54543.8937 ... 11.77 0.993
J123250.33+292123.6 54574.7290 ... 11.82 0.808
J123250.33+292123.6 54575.6632 ... 11.85 0.590
J123250.33+292123.6 54578.7472 ... 11.66 0.472
J123250.33+292123.6 54579.6928 ... 11.77 0.276
J123250.33+292123.6 54580.7074 ... 11.85 0.211
J123250.33+292123.6 54845.0301 ... 11.75 0.374
J123250.33+292123.6 54846.0272 ... 11.83 0.276
J123250.33+292123.6 54847.0444 ... 11.83 0.216
J123250.33+292123.6 54847.0548 ... 11.85 0.236

Notes. aHeliocentric Julian Date (+2,400,000). bJohnson V magnitude. cJohnson B magnitude. dPhase for ephemeris given in text.

Only a portion of this table is shown here to demonstrate its form and content. Machine-readable and Virtual Observatory (VO) versions of the full table are available.

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We illustrate the problem of using photometry for classification by considering the case of one of the lowest amplitude variables (J123250.33+292123.6) (Figure 2). Our Johnson B magnitudes are not accurate enough to give an adequate light curve for a variable with such a low amplitude (Figures 2 (b) and (e)). The NSVS data in mR,7 however, give a much better light curve. We compared 12 bright RR Lyrae stars that have both mR and Johnson BV light curves and found that their mR, V, and B amplitudes are in the ratios of 1.00, 1.27, and 1.60, respectively. The mR amplitude of J123250.33+292123.6 is roughly 0.125 mag, so if it were a pulsating star we would expect amplitudes of 0.20 and 0.041 mag in B and (BV), respectively. In Figures 2(a) and (b), we have taken the (BV) and B curves of the RRc U Com (Heiser 1996), and scaled them to those of J123250.33+292123.6 using the ratio of their mR amplitudes; these curves give a poor fit to the data. For an eclipsing system, we would expect the mR and B amplitudes to be equal and the color to be constant. Our B photometry is not accurate enough to give a reliable amplitude for this star but the small scatter in (BV) (Figures 2 (a) and (d) and the shape of the mR light curve (Figures 2 (c) and (f)), suggests that J123250.33+292123.6 is an eclipsing system with P = 0.52428 days rather than a pulsating star with half this period. A summary of its photometric properties is given in Section 2.2.

Figure 2.

Figure 2. Light curves for J123250.33+292123.6. Open circles show the Lowell photoelectric data (2002). Filled circles show the Tenagra CCD photometry (2008, 2009). The open triangles show the light curves derived from NSVS photometry (1999, 2000). The plots on the left are for a period of 0.262140 days and those on the right are for a period of 0.524280 days which is the preferred interpretation. The curves in panels (a) and (b) are those that would be expected if the star were an RRc variable; it is seen that they do not fit the data.

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2.1. Comments on Stars Classified as RR Lyrae Stars

The classifications and periods derived from our photometry agree with those of AAB for the five stars with the highest amplitudes in Table 2. Their light curves are given in Figures 3 and 4. Some of the scatter in these light curves may come from using a single period for data that covers five years. Jurcsik et al. (2009) have shown that light-curve modulation is a common property of RR0 (type ab) stars and this may also contribute to the scatter (e.g., J123811.00+385028.0 where the modulation is very strong). Comments on the individual stars are given below.

Figure 3.

Figure 3. Light curves for the RR Lyrae star J123811.00+385028.0. Upper panel: (BV) from Lowell photooelctric data (2002). Middle panel: V magnitudes. The Lowell photoelectric data (2002) and the Tenagra CCD data (2004, 2008, and 2009) are shown by filled circles. The CCD data (2009) made available by Schmidt are shown encircled. Lower panel: mR magnitudes from NSVS (1999).

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Figure 4.

Figure 4. Light curves for J123854.21+245307.9, J130441.18+381805.1, J132849.66+360757.1, and J133048.36+335353.8. They are based on both the Lowell photoelectric and Tenagra CCD data and cover the years 2002, 2004, 2008, and 2009. V magnitudes are shown as filled circles and B magnitudes as open circles. All these stars are classified as RR Lyrae stars.

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J123811.00+385028.0: the photoelectric data show that (BV) varies from 0.25 to 0.35 as would be expected for an RR0 star. Our photoelectric and Tenagra data (2004, 2008, and 2009), however, were inadequate to give a satisfactory light curve. In early 2009, we asked E. Schmidt to observe the star and he kindly made his observations available to us. The star clearly shows strong Blazhko effect (Figure 3) but we have been unable to determine the Blazhko period. The adopted ephemeris is JD(max) = 2,452,407.588 and P = 0.533035 days.

J123854.21+245307.9: Type RR0 (type ab). The adopted ephemeris is JD(max) = 2,451,244.905 and P = 0.628389 days with a V amplitude of 0.33 mag and (BV) amplitude of 0.12.

J130441.18+381805.1: Type RR0 (type ab). The adopted ephemeris is JD(max) = 2,451,246.880 and P = 0.686270 days with a V amplitude of 0.85 mag and (BV) amplitude of 0.18.

J132849.66+360757.1: Type RR0 (type ab). The adopted ephemeris is JD(max) = 2452,407.365 and P = 0.586186 days with a V amplitude of 0.73 mag and (BV) amplitude of 0.10.

J133048.36+335353.8: this is the only confirmed RR1 (type c). The adopted ephemeris is JD(max) = 2,451,274.511 and P = 0.353000 days with a V amplitude of 0.42 mag and (BV) amplitude of 0.15.

In all cases the light curves are significantly asymmetric and there is a significant color amplitude so that the RR classification seems secure.

2.2. Comments on Stars Classified as Eclipsing Binaries

The remaining six stars in Table 2 have mR amplitudes of ⩽0.3 mag and were classified by AAB as RR1 (type c) variables. They do, however, have a very low amplitude or constant (BV) and so it is unlikely that they are pulsating stars. Support for this comes from their mR light curves which use NSVS magnitudes.8 We used a periodogram program (Horne & Baliunas 1986) to find the periods; these were close to those given by AAB. We then doubled these periods before deriving the light curves (Figure 5). In all cases, this double period gave two minima of slightly unequal depth at phases 0.25 and 0.75 and the maxima were sometimes somewhat flattened. Figure 6 shows the Lowell BV observations for these stars together with the color curves that would be expected if these stars were RRc. As in Figure 2, these curves were obtained by scaling the colors of U Com and the dashed horizontal line shows the mean (BV) color of U Com. The colors of these variables are generally significantly redder than that of U Com and do not show the phase variation of this RRc.

Figure 5.

Figure 5. Light curves for J123250.33+292123.6, J124855.82+331934.5, J125947.50+365843.6, J130705.50+365757.1, J133204.15+385533.7, and J133234.47+351949.5. The mR magnitudes were taken from the NSVS. All these stars are reclassified as eclipsing binaries.

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Figure 6.

Figure 6. (BV) curves for J123250.33+292123.6, J124855.82+331934.5, J125947.50+365843.6, J130705.50+365757.1, J133204.15+385533.7, and J133234.47+351949.5. The (BV) colors are the Lowell observations (2002). The curves are those expected for RRc variables and were obtained by scaling the U Com colors (as in Figure 2). The dashed horizontal line shows the mean (BV) of U Com which is generally much bluer than those of these variables. All these stars are reclassified as eclipsing binaries.

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Details for the individual variables are given below.

J123250.33+292123.6: (A) the adopted ephemeris is JD(max) = 2,451,244.603 and P = 0.524280 days. The mR amplitudes are roughly 0.110 and 0.125 mag. 〈(BV)〉 = 0.375 mag and the rms scatter in (BV) of a single observation = 0.004 mag.

J124855.82+331934.5: (E) the adopted ephemeris is JD(max) = 2,451,244.827 and P = 0.408280 days. The mR amplitudes are roughly 0.11 and 0.16 mag. 〈(BV)〉 = 0.286 mag and the rms scatter in (BV) of a single observation = 0.012 mag.

J125947.50+365843.6: (G) the adopted ephemeris is JD(max) = 2,451,244.609 and P = 0.616285 days. The mR amplitudes are roughly 0.20 and 0.26 mag. 〈(BV)〉 = 0.222 mag and the rms scatter in (BV) of a single observation = 0.009 mag.

J130705.50+365757.1: (I) JD(max) = 2,451,244.614 and P = 0.44721 days. The mR amplitudes are roughly 0.11 and 0.13 mag. 〈(BV)〉 = 0.608 mag and the rms scatter in (BV) of a single observation = 0.003 mag. The 〈(BV)〉 color is too red for this to be an RR Lyrae star.

J133204.15+385533.7: (M) JD(max) = 2,451,244.790 and P = 0.578340 days. The mR amplitudes are roughly 0.05 and 0.07 mag. 〈(BV)〉 = 0.239 mag and the rms scatter in (BV) of a single observation = 0.005 mag.

J133234.47+351949.5: (N) JD(max) = 2,451,244.454 and P = 0.720306 days. The mR amplitudes are roughly 0.18 and 0.22 mag. 〈(BV)〉 = 0.424 mag and the rms scatter in (BV) of a single observation = 0.018 mag.

All the above stars are reclassified as eclipsing binaries.

3. SPECTROSCOPY

Spectra can be used to distinguish high-metallicity foreground eclipsing stars of the disk from low-metallicity variables that belong to the extended low-rotation halo. We obtained short integrations with the MMT blue-channel spectrograph of all the stars in Table 2 except J130705.50+365757.1. Details of these flux-calibrated spectra (that cover λλ3600–4500 Å) are given in Table 5. The spectral resolution was 1.0 Å for all the spectra except those of J133204.15+385533.7 and J133234.47+351949.5 for which it was 1.2 Å. The spectra have S/N in the range 50–100 and yield radial velocities with accuracies of 2–3 km s−1; the Balmer lines and Ca ii K-line equivalent widths can be used to determine the metallicity ([Fe/H]). No calibrating standard stars were observed, however, so we could only measure pseudo-equivalent widths from which non-standard metallicities were derived. We denote these by [m/H]*.

Table 5. Spectroscopic Data for Variables of Table 2

ROTSE1 ID Typea JD(hel.)b Int.c ϕd R.V.e EW(H)*f EW(K)*g ΔS*h λ4481 Wi
          (km−1) (Å) (Å)   (Å)
RR Lyrae stars:                  
J123811.00+385028.0 RR0 822.0584 90 0.665 −139 07.5 03.5 +3.5 1.8
J123854.21+245307.9 RR0 822.0550 45 0.573 −118 06.5 05.2 +2.3 1.9
J130441.18+381805.1 RR0 823.0601 90 0.039 −019 09.2 01.0 +7.5 1.2
J132849.66+360757.1 RR0 823.0568 120 0.033 −272 09.5 02.3 +3.8 1.7
J133048.36+335353.8 RR1 823.0545 90 0.533 −128 10.0 01.4 +5.9 1.9
Eclipsing systems:                  
J123250.33+292123.6 EW 823.0637 60 0.476 +32 10.1 05.2 −3.8 3.2
J124855.82+331934.5 EW 822.0607 75 0.716 −065 12.8 03.6 −3.9 3.2
J125947.50+365843.6 EW 822.0635 40 0.064 −040 14.4 02.9 −5.4 3.5
J133204.15+385533.7 EW 920.0232 60 0.797 +004 10.0 03.7 −0.2 2.6
J133234.47+351949.5 EW 920.0210 90 0.564 −039 03.9 06.2 +3.7 3.1

Notes. aType derived by our photometry: RRab = RR0; RRc = RR1. bHeliocentric Julian Date of mid-exposure (+2,454,000.0). cIntegration time in seconds. dPhase of mid-exposure. eHeliocentric radial velocity in km s−1. In the case of the RR Lyrae stars this has been corrected to the γ-velocity following Liu (1991). fMean pseudo-equivalent width of Hγ & Hδ (Å). gPseudo equivalent width of Ca ii K-line (Å). hNon-standard ΔS index. iFWHM of Mg ii λ4481 line (Å).

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3.1. Metallicities and Rotations

Preston (1959) showed that the difference between the spectral types of the Balmer lines and the Ca ii K-line of RR Lyrae stars at minimum light gives an index (ΔS) that measures the metallicity of the star. These spectral types should be derived from the equivalent widths using a calibration given by spectra of stars of known spectral type that are taken concurrently with those of the program stars. Since we had no standards, we used the equivalent width versus spectral-type calibration given by Kinman & Carretta (1992); the resulting non-standard indices (denoted by ΔS*) were converted to [m/H]* using the calibration of Suntzeff et al. (1994). These metallicities are approximate not only because of the rough calibration of the equivalent widths but also because some of the spectra were taken at phases near maximum light where the conversion of ΔS to [Fe/H] is known to be inaccurate. Despite these limitations, the mean ΔS* for the RR Lyraes (+4.6 ± 1.0) differs significantly from that of the eclipsing stars (−1.9 ± 1.8) in the sense that the RR Lyrae stars have halo abundances ([Fe/H] < −0.8) while those of the eclipsing stars are more nearly solar (Table 5).

The metallicities of RR Lyrae stars can also be derived from their light curves. Smooth curves (drawn by eye through the data points) were used to derive the Fourier coefficient ϕ31, the V amplitude, and the rise time. Non-standard metallicities [m/H]* were then derived from these quantities using Equations (3), (6), and (7), respectively, of Sandage (2004). The use of hand-drawn light curves necessarily gives approximate results but we see (Table 6) that these three metallicity estimates not only agree well among themselves but also with the spectroscopic values. Our adopted [m/H]* is based on the three photometric and the spectroscopic values. Also, the [m/H]* of −0.9 and −1.9 that we adopt for J123854.21+245307.9 and J130441.18+381805.1 are in reasonable agreement with the −1.2 and −2.2 respectively that Kinemuchi et al. (2006) give for these stars.

Table 6. Derived Photometric and Spectroscopic Properties for Stars in Table 2

ROTSE1 ID Typea ϕ31b [m/H]*c [m/H]*d [m/H]*e [m/H]*f [m/H]*g Mvh Distancej Vi
                  (kpc) (km−1)
RR Lyrae stars:                    
J123811.00+385028.0 RR0 2.39 −0.96 −0.74 −0.84 −0.66 −0.8 +0.69 3.70 −180 ± 055
J123854.21+245307.9 RR0 2.67 −0.77 −0.85 −1.01 −0.80 −0.8 +0.68 2.89 −189 ± 047
J130441.18+381805.1 RR0 1.94 −1.6: −2.14 −2.07 −1.59 −1.9 +0.44 4.17 −340 ± 067
J132849.66+360757.1 RR0 2.54 −1.0: −0.82 −1.35 −0.90 −1.0 +0.65 6.02 −435 ± 300
J133048.36+335353.8 RR1 2.43 −1.36 −1.8: ... ... −1.4: +0.57 2.75 −115 ± 044
Eclipsing systems:                    
J123250.33+292123.6 EW ... ... ... ... ... ... +2.43 0.62 +025 ± 04
J124855.82+331934.5 EW ... ... ... ... ... ... +2.68 0.79 −004 ± 16
J125947.50+365843.6 EW ... ... ... ... ... ... +1.68 0.49 −064 ± 03
J130705.50+365757.1 EW ... ... ... ... ... ... +3.46 0.37 (−022 ± 26)
J133204.15+385533.7 EW ... ... ... ... ... ... +1.88 0.58 −007 ± 04
J133234.47+351949.5 EW ... ... ... ... ... ... +1.99 1.45 −072 ± 16

Notes. aType derived by our photometry: RRab = RR0; RRc = RR1. bFourier coefficient derived from hand-drawn light curve. cNon-standard [m/H] derived from the spectra. dNon-standard [m/H] derived from the Fourier coefficient ϕ31. eNon-standard [m/H] derived from the V amplitude. fNon-standard [m/H] derived from the Rise-time (phase difference between minimum and following maximum). gAdopted non-standard [m/H]*. hAbsolute magnitude derived as described in the text. iDistance in kpc. jGalactic velocity vector (V) in km s−1.

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We also measured the width (FWHM of a Gaussian fit) of the Mg ii λ4481 doublet (Table 5). This width is frequently used as a measure of rotational broadening (Slettebak 1954). In our data, this width is significantly larger for the eclipsing systems than for the RR Lyrae stars. The RR Lyrae stars are known to have quite narrow lines (Peterson et al. 1996), while those of the eclipsing systems should be broadened both by rotation and orbital motion. This broadening should be least for those that are seen pole-on and thus for those with the lowest amplitudes. It is seen in Figure 7, that, in the case of the eclipsing stars, the FWHM of the Mg ii λ4481 line does indeed decrease with the decreasing amplitude of the star. Extrapolated to zero amplitude, this width would be about 2.4 Å. This may be compared with the mean width for the RR Lyrae stars (1.7 ± 0.15 Å) which presumably is close to the instrumental width.

Figure 7.

Figure 7. Ordinate gives the FWHM line width in Å of the Mg ii λ4481 doublet for the five eclipsing systems for which spectra are available. The abscissa is the mR amplitude. For eclipsing binaries, this amplitude should be least for the stars that are seen nearly pole-on and which therefore should show the least line broadening. The dashed horizontal lines show the measured range of line widths for the RR Lyrae stars for which the broadening should be very small.

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3.2. Absolute Magnitudes, Distances, and Galactic Rotation

Absolute magnitudes for the RR Lyrae stars were obtained from

Equation (1)

using the coefficients given by Clementini et al. (2003). Absolute magnitudes for the eclipsing systems were obtained from the calibration for W UMa-type binary stars given by Rucinski (2000):

Equation (2)

The distances given in Table 6 are based on these Mv. Then, following Johnson & Soderblom (1987), the radial velocities (Table 5) and proper motions (UCAC3 catalog: Zacharias et al. 2010) were used to calculate the heliocentric galactic rotation velocities (V) given in Table 6. The radial velocities that we give for the RR Lyrae stars in Table 5 have been converted to γ-velocities following Liu (1991). As we noted above, the faintest of our RR Lyrae stars have UCAC3 proper motions whose errors are comparable with the proper motions themselves. Nevertheless, the range in V that we find for the RR Lyraes is quite different from that which we find for the eclipsing stars; they correspond to what we would expect for halo and disk stars, respectively.

The galactic rotations in Table 6 are only valid if our reclassifications are correct. We have therefore repeated the calculations assuming that the six stars that we have reclassified as eclipsing binaries are in fact RRc stars as originally classified by AAB. The results are shown in Table 7. In this case, the mean galactic rotation of the six stars that we reclassified is −45 ± 31 km s−1 and the dispersion in V for these stars is 69 ± 20 km s−1. Thus, the galactic rotation (V) alone only tells us that these six stars could be disk stars and either be eclipsing binaries or metal-rich disk RR Lyrae stars. The most doubtful classification is that of J133234.47+351949.5 whose galactic rotation V and metallicity are compatible with it belonging to the halo. The large FWHM of its Mg ii λ4481 line, however, makes it more likely that it is an eclipsing binary.

Table 7. Distances and Galactic Rotations Assuming the Original Classifications for the Stars in Table 2

ROTSE1 ID Typea Mvb Distancec Vd
      (kpc) (km−1)
J123811.00+385028.0 RR0 +0.69 3.70 −180 ± 055
J123854.21+245307.9 RR0 +0.68 2.89 −189 ± 047
J130441.18+381805.1 RR0 +0.44 4.17 −340 ± 067
J132849.66+360757.1 RR0 +0.65 6.02 −435 ± 300
J133048.36+335353.8 RR1 +0.57 2.75 −115 ± 044
J123250.33+292123.6 RR1 +0.86 1.26 +053 ± 09
J124855.82+331934.5 RR1 +0.86 1.90 −003 ± 40
J125947.50+365843.6 RR1 +0.86 0.73 −093 ± 07
J130705.50+365757.1 RR1 +0.86 1.28 (−079 ± 27)
J133204.15+385533.7 RR1 +0.86 0.98 −012 ± 06
J133234.47+351949.5 RR1 +0.65 2.85 −135 ± 33

Notes. aType derived by AAB photometry: RRab = RR0; RRc = RR1. bAbsolute magnitude derived from Equation (1). cDistance in kpc. dGalactic velocity vector (V) in km s−1.

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As would be expected for a disk population, the six stars that we reclassified as eclipsing systems have essentially zero mean radial velocity (−22 ± 20 km s−1). The RR Lyrae stars, on the other hand, show a mean radial velocity that is strongly negative (−135 ± 45 km s−1). This downward streaming of halo stars at the NGP was first discovered among subdwarfs by Majewski et al. (1994, 1996). Similar streaming in this part of the sky has since been also found among RR Lyrae and BHB stars (Kinman et al. 1996, 2006) and the velocities in Table 5 give further confirmation of the effect. This downward motion toward the plane occurs a few kpc above the plane but does not continue to the solar neighborhood (Seabroke et al. 2008); it presumably is one of the many tidal streams that are known to exist in the halo.

4. SUMMARY

We use Johnson BV photometry and MMT spectroscopy to study 11 stars (Table 2) classified by AAB as RR Lyraes. Our observations support the RR Lyrae classifications for the five stars with the largest amplitudes, however, we find that the six low-amplitude stars classified by Akerlof et al. (2000) as RR1 (type c) should be reclassified as eclipsing binaries. We derive metallicities from both spectra and light curves and find a halo abundance for the RR Lyrae stars and a solar abundance for the eclipsing binaries.

The FWHM line widths of the Mg ii λ4481 line provide a clean separation between RR Lyrae stars and eclipsing variables so that, in principle, a single moderate S/N spectrum with a resolution of 1 Å can provide enough information to distinguish between a pulsating variable and an eclipsing binary even when the amplitude is quite low. Supporting evidence comes from the absence of color variation in eclipsing variables and the differing kinematics of the two types of variables.

Our observations resolve the problematic over-abundance of RR1 (type c) reported by AAB. They found that 38% of their RR Lyrae stars were RR1 (type c), yet about half of this number would have been expected from the Oo I period distribution of these stars. In our 246 deg2 field, there are 16 RR Lyrae stars with mR ⩽ 14.5. We find four RR1 (type c), including BS Com discussed in Appendix A, and 12 RR0 (type ab). Thus in our small sample, 25% of the RR Lyrae stars are RR1 (type c); this is in statistical agreement with that expected from the period distribution. In the future, it would be desirable to investigate the classification of larger samples of the lower-amplitude RR Lyrae stars from the AAB test fields. Also many of the RR1 (type c) variables in the ASAS catalog are also classified as possible eclipsing stars; reclassification of these stars using the techniques suggested here would also be very desirable.

We thank the Director of the Lowell Observatory for allowing T.D.K. to use the Lowell 42 inch telescope for this work. We also thank Dr. David Schleicher (Lowell) both for help in using the Kron photometer and in the preliminary reduction of the data. We are also very grateful to Dr. Przemek Wozniak (LANL) for his help with the ROTSE1 catalog. This research has made use of both the SIMBAD database and the VizieR catalog access tool, operated at CDS Strasburg, France. We also used the Two Micron All Sky Survey. which is a joint project of the Univ. Massachusetts and IPAC (Cal. Tech.) and is funded by NASA and NSF. We also are grateful to Dr. Edward Schmidt for observing J123811.0+385028.0 and for allowing us to use his observations. We also thank the referee for comments that have helped us to make significant improvements to the paper.

APPENDIX A: THE SURVEY FIELD AND PREVIOUS SURVEYS IN THIS LOCATION

Figure 1 shows the location of our survey field. The declination limits of +23fdg0 and +39fdg0 and the R.A. limit of 186fdg5 were set by the limits of the test field of AAB (Akerlof et al. 2000). The other R.A. limit (204fdg0) was chosen so that the field is roughly symmetrical about the NGP (R.A. 192fdg859, decl. +27fdg128). The RR Lyrae stars listed in the GCVS are shown as large open red pentagons. The remaining symbols (in black) show the stars that are listed by AAB according to the following AAB classifications: filled circles RR0 (type ab); open circles RR1 (type c); and open triangles Delta Scuti stars. The small filled squares are the stars that AAB classified as eclipsing binaries.

Figure 8 shows the distribution of RR0 (type a) stars and RR1 (type c) stars as a function of their 2MASS J magnitude. These distributions are shown separately for the ROTSE1 and the GCVS classifications. The stars classified as RR1 (type c) are generally brighter than RR0 (type ab) in the ROTSE1 survey. This is not true for the GCVS classifications. In the top panel (a) of Figure 8, we have marked with crosses the three stars that we classify as RR1 (type c); we classify the remainder as eclipsing systems.

Figure 8.

Figure 8. Distributions with 2MASS J magnitude of RR0 (type ab) and RR1 (type c) for the ROTSE1 survey (panels (a) and (b)) and for the GCVS RR Lyrae stars (panels (c) and (d)) in the field of Figure 1. Unlike their GCSV counterparts, the ROTSE1 RR1 cover a brighter range than the ROTSE1 RR0 stars. The three stars that we classify as RR1 (type c) in panel (a) are shown by crosses. We classify the rest of the stars in this panel as eclipsing binaries.

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The 81 deg2 of our field south of decl. +28fdg0 is also covered by the ASAS-3 catalog (Pojmanski 2002). Among the variables with periods of less than a day in the two surveys, there are six stars in ASAS-3 that are not given by AAB; they are listed in Table 8. Two of these have amplitudes and colors that make them possible RR Lyrae stars. 131820+2452.3 is more likely to be a Delta Scuti star than an eclipsing system. The NSVS data between 1999 April and 1999 July show that the 0.21 day period gives a better light curve than the 0.42 day period (Figure 9). With such a low amplitude (∼0.1 mag), however, this result is only provisional but the star is unlikely to be an RR Lyrae variable. 133439+2416.6 (BS Com) has recently been shown to be a double-mode RR Lyrae star with fundamental and overtone periods of 0.487 and 0.363 days and amplitudes of 0.12 and 0.23 mag, respectively (Bragaglia et al. 2003; Wils 2006; Szczygiel & Fabrycky 2007). Dékány (2007) has made detailed observations of BS Com; Figure 4 in his paper shows how the amplitude of this variable varies through its cycle; an extensive set of data is needed to recognize such variables and this, perhaps, is why it was missed by AAB.

Figure 9.

Figure 9. Light curves for NSVS 7672396 = ASAS-3 131820+2452.3. The NSVS data (1999 April–July) show that a period of 0.21 days (shown above) is more likely than one of 0.42 days (shown below).

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Table 8. ASAS-3 Variables with Periods Less than 1 day Not Identified by Akerlof et al. (2000)

ID (ASAS-3) Classa Period Vmaxb Ampc Other IDd Other Classe (JK)0f
    (days)   (mag)      
125534+2553.6 MISC 0.3521 8.92 0.05 IN Com R:/PN 0.508
131820+2452.3 ED/DSCT 0.4205 10.49 0.50 ... ... 0.329
131846+2547.5 MISC 0.3304 9.86 0.59 ... ... 1.168
132656+2832.5 MISC 0.6144 11.51 0.23 ... ... 0.657
133319+2300.7 DSCT/EC 0.1763 9.22 0.09 ... ... 0.378
133439+2416.6 RRC: 0.3631 12.33 0.80 BS Com RRAB 0.231

Notes. aClassification in ASAS-3: RRC = RR1, DSCT = Delta Scuti, EC, ED = eclipsing system. bV magnitude at maximum light. cV-amplitude in mag. dIdentification in GCVS. eVariable type given in GCVS. f2MASS color corrected for extinction.

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Surveys for fainter RR Lyrae stars (roughly 12 < V < 17) include the Sonneberg surveys which cover the same R.A. range as our field for decl. south of +25fdg0 (Meinunger 1977) and the Survey with the Lick Carnegie Astrograph (Kinman et al. 1966) in the region shown by the dotted green lines in Figure 1. Smaller deep surveys have been made by Pinto & Romano (1973), Erastova (1979) and the CCD transit survey at +28fdg0 and width 8farcm2 by Wetterer et al. (1996). Most of the stars discovered in these surveys are included in the GCVS and cover roughly half of the total area of our field. The Lick Survey is known to be incomplete for variables with B amplitudes less than 0.75 mag, and this is presumably true of these other photographic surveys. In addition to the ASAS-3 survey, other new surveys for the brighter variables include the SAVE CCD survey (Maciejewski & Niedzielski 2005) that covers the part of our region with R.A. > 190fdg0 and south of +29fdg0 and lists five red variables (9.0 < V < 10.0) that are not listed in AAB. The SuperWASP survey (Pollacco et al. 2006; Norton et al. 2007) started in 2004 and includes 7fdg8 × 7fdg8 fields centered on decl. +28fdg0 at all R.A. It uses unfiltered CCDs and includes stars in the magnitude range 8–15; a catalog of the variables in this field is being compiled (A. Norton 2009, private communication) and should provide a valuable supplement to the NSVS catalog.

The NSVS has also been searched for RR Lyrae variables by Wils et al. (2006) and Kinemuchi et al. (2006). In addition to the variables found by AAB, Wils et al. rediscovered the RR0 variables WX CVn (NSVS 7695165) and CY Com (NSVS 7621236).

There are no globular clusters in this field but M 3 is several tidal radii outside the field at R.A. = 205fdg546 and decl. = +28fdg376. The RR0 variables in this cluster have 15.49 < V < 15.79 and the RR1 variables 15.27 < V < 15.71 (Cacciari et al. 2005). These are too faint to be of concern in this paper.

APPENDIX B: ON THE CONFUSION OF RR1 (TYPE c) VARIABLES WITH CONTACT BINARIES IN THE COLOR–PERIOD PLOT

Contact binaries form a sequence in a color–period plot (Eggen 1961); Figure 10 shows this plot in the region where confusion between these variables and RR Lyrae and δ-Scuti stars is most likely. Figure 10(a) gives the plot of (JK)0 versus log P in which nearby contact binaries (Rucinski 2006; Rucinski & Pribulla 2008) are shown as black filled circles and early-type eclipsing systems (Eggen 1961; Eggen 1978) are shown as black open circles. In this paper, magnitudes are corrected for galactic extinction following Schlegel et al. (1998). The black dashed curve shows the lower bound in this plot for the eclipsing systems. Known nearby RR1 (type c) variables are shown in Figure 10(a) by red filled circles and there is a small overlap between these variables and the eclipsing systems on this plot. Figure 10(b) shows the same plot for the ROTSE1 data. Here two Delta Scuti stars are shown by red filled triangles. The red open triangle is a star (Vmax = 11.80, V amplitude 0.37 mag) at 13h12m29s; +25°14'30'' that is classified as a Delta Scuti variable (period 0.1854 days) in the ASAS-3 Survey (Pojmanski 2002) and as an eclipsing variable (P = 0.37089 days) in the ROTSE1 Survey. The three stars that we have classified as RR1 (type c) are shown by large filled red circles. The six stars that AAB classified as RR1 would be located by the small filled circles if this classification were correct and by the large crosses if they are (as we believe) eclipsing systems. It is seen that their reclassification as eclipsing systems relocates them in the color–period plot to a place that should be well populated by eclipsing stars.

Figure 10.

Figure 10. ((JK)0 vs. logarithm of period (days) for (a) stars in the local neighborhood and (b) for stars in the field of Figure 1. Eclipsing systems are shown either by small filled or large open (black) circles. RR Lyrae stars shown by large filled red circles. Stars that we reclassified as eclipsing binaries are shown in (b) as red crosses. Delta Scuti stars are shown by triangles. Horizontal lines show the effect of doubling the period. The dashed curve is the approximate boundary between the eclipsing boundary and the RR Lyrae stars.

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APPENDIX C: THE COMPARISON STARS

Table 9 gives the positions and adopted magnitudes for the comparison stars for the variables that are discussed in Section 2. The positions are from the UCAC3 catalog (Zacharias et al. 2010) except for that of the comparison star of J133234.47+351949.5 which is from the NOMAD catalog (Zacharias et al. 2004). The (JK) color is taken from the 2MASS catalog.

Table 9. Coordinates and Magnitudes of the Comparison Stars

Variable ID Comp. Star R.A. (2000)a Decl. (2000)b Vc Bd (JK)
    (deg) (deg)      
J123250.33+292123.6 A 188.1950 +29.3739 ... 14.11 0.346
J123811.00+385028.0 A 189.5251 +38.8471 13.84 14.47 0.365
  B 189.5493 +38.8263 16.53 ... 0.662
J123854.21+245307.9 A 189.7609 +24.8800 12.88 13.59 0.407
J124855.82+331934.5 B 192.1793 +33.3364 ... 15.97 0.871
  C 192.1750 +33.3493 ... 15.92 0.349
J125947.50+365843.6 B 194.9810 +36.9774 ... 15.71 0.546
  C 195.0234 +36.9740 ... 15.72 0.664
J130441.18+381805.1 A 196.1448 +38.3304 13.85 14.52 0.409
  B 196.2226 +38.3380 15.49 ... 0.568
J130705.50+365757.1 A 196.8192 +36.9761 ... 14.13 0.587
  C 196.7330 +36.9523 ... 15.44 0.234
J132849.66+360757.1 A 202.2527 +36.0687 12.84 ... 0.663
  B 202.2017 +36.1046 14.93 15.70 0.539
  C 202.2241 +36.0924 14.97 15.56 0.395
  D 202.2494 +36.0835 13.79 15.56 0.615
J133048.38+335353.8 A 202.6450 +33.8598 15.02 15.73 0.351
J133204.15+385533.7 A 203.0287 +38.9695 12.06 12.31 0.109
  B 203.0538 +38.8945 14.48 15.02 0.342
J133234.47+351949.5 A 203.1228 +35.3107 16.48 17.54 0.734

Notes. aR.A. in decimal degrees. bDecl. in decimal degrees. cV magnitude. dB magnitude.

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Footnotes

  • Hereafter called the ROTSE1 survey. We refer to the complete Northern Sky Variability Survey (Wozniak et al. 2004) as the NSVS.

  • We use mR for the unfiltered CCD magnitudes of the NSVS survey.

  • As noted in Section 3, we omitted the NSVS magnitudes that have large errors and combined those that have closely similar epochs.

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10.1088/0004-6256/139/5/2014