Introduction
The southern globular cluster NGC 1261 (C0310/554), also known as Caldwell 87, is
located in the constellation Horologium (α = =
03H12M16.21S,
So far, the variable star population of NGC 1261 has not been studied with the specific aim of estimating some of the physical properties of the cluster, such as the mean metallicity, distance and age, by performing a detailed analysis of the light curves. Likewise, the distribution of variables in the HB has not been discussed along with an analysis of individual membership. Studies of the distribution of RR Lyrae pulsation modes in the instability strip around the first overtone red edge (FORE), have shown that the modes are neatly split in all Oo II clusters with blue HB’s; however, this happens only in some of the Oo I Type clusters with redder HB’s (e. g. ). It has been argued that this property is related to the distribution of stars in the zero-age horizontal branch (ZAHB) which, in turn, depends on the mass loss during the He-flashes at the asymptotic giant branch (AGB) (Arellano Ferro et al. 2018a; Caputo et al. 1978). The facts that NGC 1261 is among the few Oo I clusters with extremely red HB, has intermediate metallicity and harbours numerous RR Lyrae stars of both modes, add a particular interest to its study.
In the present work we perform such an analysis based on a new, extensive time-series
of VI CCD images. The specific calibrations for different families of variable
stars, concerning Fourier light curve decomposition, luminosity of the horizontal
branch, and P-L relations are discussed. We also make use of the possibility of
ensuring the membership of the variables to the cluster through the analysis of
proper motions available in the Gaia DR2 catalogue. The paper is structured in the
following way: In § 2, we describe our observations, the data reduction process and
the transformation to the standard photometric system. In § 3, we report the
periods, epochs and display the VI light curves of all variables
detected in our photometry. We also discuss the cluster membership and some cases of
clear light contamination by extremely close neighbours, as well as the
corresponding corrections in amplitude and position, in the colour-magnitude diagram
(CMD). Our failed efforts to find new variables are described. In § 4, we present
the log
2. Data, observations and reductions
The data used for the present work were obtained with the 1.54
Table 1 summarizes the observation dates, exposure times and average seeing conditions.
Date (y/m/d) |
N V | t V (s) |
N I | t I (s) |
Avg. seeing (") |
---|---|---|---|---|---|
2017/08/19 | 17 | 400 | 20 | 200 | 3.0 |
2017/08/20 | 19 | 400 | 25 | 200 | 2.9 |
2017/09/10 | 15 | 400 | 17 | 200 | 3.1 |
2017/09/15 | 15 | 400 | 15 | 200 | 3.0 |
2017/09/22 | 24 | 400 | 29 | 200 | 2.3 |
2017/10/06 | 15 | 400 | 19 | 200 | 3.0 |
2017/10/28 | 26 | 400 | 30 | 200 | 3.1 |
2017/12/07 | 13 | 400 | 14 | 200 | 2.4 |
2018/08/03 | 4 | 300 | 6 | 150-200 | 2.9 |
2018/08/04 | 27 | 300 | 33 | 150 | 3.4 |
2018/08/05 | 27 | 300 | 27 | 150 | 2.9 |
2018/08/11 | - | - | 23 | 150 | 3.0 |
2018/09/02 | 33 | 300 | 37 | 150 | 2.4 |
2018/09/14 | 28 | 300 | 38 | 150 | 2.3 |
2018/09/16 | 23 | 300 | 29 | 150 | 2.3 |
2018/11/16 | 18 | 300 | 21 | 150 | 2.9 |
2018/11/30 | 4 | 300 | 5 | 150 | 2.6 |
2018/12/16 | 22 | 300 | 24 | 150 | 2.5 |
Total: | 330 | - | 412 | - | - |
Columns NV and NI give the number of images taken with the V and I filters respectively. Columns tV and tI provide the exposure time, or range of exposure times employed during each night for each filter. The average seeing is listed in the last column.
2.1. Difference Image Analysis
For the reduction of our data, we employed the software Difference Imaging Analysis (DIA) with its pipeline implementation DanDIA4 (Bramich 2008;; Bramich et al. 2013). With this, we were able to obtain high-precision photometry for all the point sources in the FoV of our CCD images. First, a reference image is created by DanDIA by stacking the best images in each filter; then, the reference image is subtracted from the rest of the images. In each reference image, we measured the fluxes (referred to as reference fluxes) and positions of all PSF-like objects (stars) by extracting a spatially variable empirical PSF. This PSF is built from about 300-400 isolated stars, and a third degree polynomial is fitted to each detected object.
Differential fluxes are converted into total fluxes. The total flux
ftot(t) in ADU/s at each epoch
where fref is the reference flux (ADU/s), fdiff(t) is the differential flux (ADU/s) and p(t) is the photometric scale factor (the integral of the kernel solution). Conversion to instrumental magnitudes was achieved using:
where mins(t) is the instrumental magnitude of the star at time t. The above procedure has been described in detail in Bramich et al. (2011).
2.2. Photometric Calibrations
2.2.1. Relative Calibration
To correct for possible systematic errors, we applied the methodology
developed in Bramich & Freudling
(2012) to solve for the magnitude offsets
2.2.2. Absolute Calibration
Standard stars in the field of NGC 1261 are included in the online collection of Stetson (2000) 5 and we used them to transform instrumental vi magnitudes into the Johnson-Kron-Cousins standard VI system. These stars are distributed in the cluster periphery, they are generally isolated and can be accurately measured by DanDIA. The mild colour dependence of the standard minus instrumental magnitudes is shown in Figure 1. The transformation equations are explicitly given in the figure itself.
2.2.3. Internal Errors
The internal errors of our CCD photometry can be evaluated via the rms diagram of Figure 2.
3. Variable stars in NGC 1261
There are 29 variable stars listed in the Catalogue of Variable Stars in Globular
Clusters (CVSGC) (Clement et al. 2001). The
time-series VI photometry obtained in this work is reported in
Table 2, of which only a small portion is
included in the printed version of the paper. The full table shall be available in
electronic form in the Centre de Donnés astronomiques de Strasbourg database (CDS).
The variables V17, V20, V26, V27 and V31 are blended in our images and could not be
resolved; therefore, they are neither included in the Table 2 nor discussed in this paper. The light curves in our
data for the RRab, RRc and the SX Phe V25 are displayed in Figure 3. Our determinations of their mean magnitudes,
amplitudes and periods are given in Table 3.
The rms diagrams in the
Variable Star ID |
Filter | HJD (d) |
Mstd (mag) |
mins (mag) |
σm (mag) |
---|---|---|---|---|---|
V2 |
|
2457985.75380 | 16.864 | 19.293 | 0.010 |
V2 |
|
2457985.75851 | 16.830 | 19.259 | 0.010 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
V2 |
|
2457985.74544 | 16.417 | 19.673 | 0.019 |
V2 |
|
2457985.74783 | 16.367 | 19.622 | 0.018 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
V3 |
|
2457985.75380 | 16.304 | 18.752 | 0.006 |
V3 |
|
2457985.75851 | 16.294 | 18.741 | 0.006 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
V3 |
|
2457985.74544 | 15.535 | 18.791 | 0.009 |
V3 |
|
2457985.74783 | 15.537 | 18.794 | 0.009 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
*The standard and instrumental magnitudes are listed in Columns 4 and 5, respectively, corresponding to the variable stars in Column 1. Filter and epoch of mid-exposure are listed in Columns 2 and 3, respectively. The uncertainty in mins is listed in Column 6, which also corresponds to the uncertainty on Mstd. A full version of this table is available at the CDS database.
Star ID | Type | < V > (mag) |
< I > (mag) |
AV (mag) |
AI (mag) |
P (days) |
HJDMAX + 2450000 |
α (J2000.0) | δ (J2000.0) | Gaia DR2 ID |
---|---|---|---|---|---|---|---|---|---|---|
V2 BL | RRab | 16.780 | 12.285 | 1.16 | 0.76 | 0.585730 | 8095.6967 | 03:12:11.28 | −55:12:22.0 | 4733794790512123904 |
V3 | RRab | 16.248 | 15.540 | 0.65 | 0.30 | 0.537003 | 8439.8438 | 03:12:21.78 | −55:13:50.7 | 4733793764014756224 |
V4 | RRab | 16.633 | 16.002 | 1.10 | 0.61 | 0.492876 | 8376.7150 | 03:12:18.56 | −55:13:28.4 | 4733794519928245888 |
V5 | RRab | 16.690 | 16.127 | 0.96 | 0.64 | 0.513313 | 8012.7930 | 03:12:11.93 | −55:13:01.9 | 4733794588651585664 |
V6 BL | RRab | 16.759 | 16.199 | 0.94 | 0.62 | 0.564100 | 8335.8557 | 03:12:25.05 | −55:13:08.6 | 4733793867093968896 |
V7 | RRc | 16.835 | 16.388 | 0.47 | 0.32 | 0.333546 | 8095.5598 | 03:11:58.44 | −55:10:37.3 | 4733797852825688704 |
V8 | RRab | 16.283 | - | 0.86 | - | 0.538204 | 8012.8146 | 03:12:00.44 | −55:15:16.4 | 4733700580405300480 |
V9 | RRc | 16.846 | 16.598 | 0.58 | 0.41 | 0.297221 | 8019.6966 | 03:12:20.40 | −55:13:35.3 | 4733794519928956800 |
V10 | RRab | 16.800 | 16.283 | 1.06 | 0.77 | 0.583374 | 8364.7012 | 03:12:21.99 | −55:11:45.9 | 4733794726089585664 |
V11 | RRab | 16.843 | 16.174 | 0.39 | 0.26 | 0.662171 | 8335.9157 | 03:12:05.50 | −55:11:27.7 | 4733794859231637376 |
V12 | RRab | 16.821 | 16.238 | 0.49 | 0.32 | 0.610285 | 8095.6920 | 03:12:26.15 | −55:12:45.8 | 4733794657370122880 |
V13 | RRc | 16.698 | 16.317 | 0.45 | 0.24 | 0.337568 | 8019.7891 | 03:12:07.01 | −55:14:33.1 | 4733700713548568832 |
V14 BL | RRab | 16.775 | 16.228 | 1.23 | 0.73 | 0.573977 | 8378.7791 | 03:12:09.75 | −55:14:07.6 | 4733700717844254080 |
V15 | SR | 13.778 | 11.948 | - | - | - | 8007.7702 | 03:12:02.50 | −55:10:48.1 | 4733797814168962304 |
V16 BL | RRab | 16.561 | 15.961 | 0.67 | 0.56 | 0.526160 | 8469.6225 | 03:12:13.90 | −55:13:12.9 | 4733794588651555584 |
V171 | RRab | - | - | - | - | 0.511631 | 7986.8406 | 03:12:15.50 | −55:12:36.2 | 4733794588651549824 |
V19 BL | RRab | 16.461 | 15.951 | 0.84 | 0.58 | 0.653738 | 8376.7652 | 03:12:18.19 | −55:12:44.7 | 4733794691727354624 |
V201 | RRab | - | - | - | - | - | - | 03:12:19.31 | −55:13:00.4 | 4733794623011123200 |
V21 | RRc | 16.881 | 16.408 | 0.54 | 0.34 | 0.336180 | 8439.8209 | 03:12:14.47 | −55:12:31.3 | 4733794588651163648 |
V22 | RRc | 16.516 | 15.855 | 0.45 | 0.18 | 0.302567 | 8033.8565 | 03:12:16.49 | −55:13:38.1 | 4733794519931924224 |
V23 | SR | 13.632 | 11.926 | - | - | - | 8055.6833 | 03:12:15.69 | −55:12:40.7 | 4733794588651583616 |
V24 | RRab | 15.724 | 15.153 | 0.32 | 0.18 | 0.624395 | 8376.6983 | 03:12:14.43 | −55:13:34.8 | 4733794554291694592 |
V25 | SX Phe | 18.710 | 18.300 | 0.25 | 0.18 | 0.056503 | 8033.7103 | 03:12:17.17 | −55:11:22.7 | 4733794932246020480 |
V261 | SX Phe | - | - | - | - | - | - | 03:12:17.05 | −55:12:43.9 | 4733794588651476224 |
V271 | SR | - | - | - | - | - | - | 03:12:14.63 | −55:13:06.2 | 4733794588651284992 |
V28 | RRc | 16.025 | 15.285 | 0.25 | 0.11 | 0.287349 | 7986.7667 | 03:12:13.53 | −55:13:00.8 | 4733794588651177344 |
V29 BL | RRab | 15.742 | 14.911 | 0.29 | 0.10 | 0.598775 | 7986.8960 | 03:12:13.05 | −55:13:20.5 | 4733794554291844352 |
V301 | SX Phe | - | - | - | - | - | - | 03:12:16.58 | −55:12:54.0 | 4733794588648149248 |
V31 | EC | - | - | - | 0.30 | 0.052493 | 8439.8246 | 03:12:18.70 | −55:14:16.0 | 4733794519931172608 |
BL : RR Lyrae with Blazhko effect.
1 Star not resolved in our images.
It is rather clear that the scatter around the horizontal branch (HB) is large and that some RR Lyrae stars appear much too bright. It is common to use the star position on the CMD as an argument against membership in the cluster, i.e., RR Lyrae stars that appear much above or below the HB. The information now available in the Gaia DR2 data base (Gaia Collaboration 2018), enables a deeper discussion on possible contamination by neighbouring unresolved stars and their proper motions. In the following section we shall refer to individual RR Lyrae stars with peculiar positions in the CMD.
Regarding the SX Phe stars, there are three of them reported in the CVSGC: V25, V26 and V30. Our light curve of V25 is shown in Figure 3. However, we have been unable to detect the faint stars V26 and V30, near the cluster core, probably because of the seeing conditions during our observations. Nevertheless, we want to point out that we see no stars, or that they are badly blended, in the positions marked in the identification chart of the discovery paper (Salinas et al. 2007).
3.1. On the Cluster Membership and Light Contamination of Individual Variables
With the aim of producing a colour-magnitude diagram (CMD) free of field stars,
we applied the method of Bustos Fierro &
Calderón (2019) to identify probable members in the field of the
cluster. The method uses the high quality astrometric data available in Gaia
DR2, and is based on the Balanced Iterative Reducing and Clustering using
Hierarchies (BIRCH) algorithm (Zhang et al.
1996) in a four-dimensional space of physical parameters -positions
and proper motions- that detects groups of stars in that 4D-space. We extracted
5258 Gaia sources that are very likely members of the cluster. The membership
analysis shows that most of the stars in this field are indeed members of the
cluster, but that their proper motions are quite small (
Plotting the positions of all Gaia DR2 sources in the field of our images we noted that, in some cases, two or even three of them can fall within the FWHM of the PSF of a detected stellar source. A direct consequence of this is an alteration of the magnitude of the star, making it apparently brighter and, in the case of variable stars, artificially reducing the amplitude of their light curves.
In Figure 5, we show an amplification of the HB region of NGC 1261. In the left panel, known variables are plotted using the intensity weighted mean <V> and <I> listed in Table 3. RRab and RRc stars are represented by blue and green symbols respectively. It is evident that some of the RR Lyrae stars are much too bright relative to the ZAHB, namely, V3, V19, V22, V24, V28 and V29. The positions of the two RRc stars V22 and V28 are also much redder than expected. As a reference, the vertical black line that represents the empirical red edge of the first overtone instability strip (FORE) is also displayed (Arellano Ferro et al. 2016).
To help decide whether the odd positions of these stars are the result of light
pollution, or simply of their being non-members, we analysed the photometric
values of all Gaia sources present in a given variable star PSF. The magnitudes
of the individual sources in the Gaia photometric system, , G-, GBP-,
and GRP-band, were transformed into
In Table 4 we list the variable stars with
two Gaia sources within their PSF. We used the variability flag in Gaia DR2 to
identify the variable component when available; for stars without variability
flag (V17, V24 and V29) we analysed their positions in the CMD with Gaia DR2
magnitudes and colours to decide which is the variable and which is the
contaminant. Their Gaia magnitudes were transformed into the
Johnson-Kron-Cousins photometric system (VGaia , IGaia and
VGaia − IGaia), and the combined magnitudes of the
pair, Vmix and Imix, were calculated. The differences
between the magnitude of the variable component and the combined magnitude of
the pair,
VAR | Gaia DR2 ID | G (mag) |
GBP −
GRP (mag) |
VGaia (mag) |
IGaia (mag) |
VGaia −
IGaia (mag) |
Vmix (mag) |
ΔV (mag) |
Imix (mag) |
ΔI (mag) |
Amp V (mag) |
Amp I (mag) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
V3 | 4733793764014756224 | 16.6773 | 0.5234 | 16.746 | 16.295 | 0.451 | 15.91 | 0.83 | 15.32 | 0.98 | 1.39 | 0.74 |
V3 | 4733793764014757248 | 16.4500 | 0.8248 | 16.591 | 15.883 | 0.708 | - | - | - | - | - | - |
V4 | 4733794519928245888 | 16.5663 | 0.5417 | 16.638 | 16.172 | 0.467 | 16.50 | 0.14 | 16.07 | 0.10 | 1.26 | 0.67 |
V4 | 4733794519931768192 | 18.7558 | - | 18.773 | 18.735 | 0.038 | - | - | - | - | - | - |
V9 | 4733794519928956800 | 16.6788 | 0.3993 | 16.727 | 16.377 | 0.350 | 16.67 | 0.05 | 16.34 | 0.04 | 0.61 | 0.43 |
V9 | 4733794519928957056 | 19.9313 | - | 19.949 | 19.910 | 0.038 | - | - | - | - | - | - |
V16 | 4733794588651555584 | 16.5656 | 0.6003 | 16.650 | 16.134 | 0.516 | 16.28 | 0.37 | 15.88 | 0.25 | - | - |
V16 | 4733794588651555840 | 17.6072 | - | 17.625 | 17.586 | 0.038 | - | - | - | - | - | - |
V17 | 4733794588651549824 | 16.6079 | 0.6079 | 16.694 | 16.172 | 0.522 | 15.76 | 0.93 | 15.14 | 1.03 | - | - |
V17 | 4733794588651550080 | 16.2219 | 0.7993 | 16.356 | 15.670 | 0.686 | - | - | - | - | - | - |
V22 | 4733794519931924224 | 16.6257 | 0.4764 | 16.686 | 16.273 | 0.413 | 15.89 | 0.80 | 15.49 | 0.78 | 0.91 | 0.37 |
V22 | 4733794519931924352 | 16.5920 | 0.6806 | 16.592 | 16.217 | 0.375 | - | - | - | - | - | - |
V24 | 4733794554291694592 | 16.4950 | 0.6173 | 16.583 | 16.053 | 0.530 | 15.67 | 0.91 | 15.27 | 0.78 | 0.73 | 0.36 |
V24 | 4733794554291623424 | 16.2512 | 0.3297 | 16.290 | 15.996 | 0.294 | - | - | - | - | - | - |
V27 | 4733794588651284992 | 16.5018 | 0.5269 | 16.571 | 16.117 | 0.454 | 16.33 | 0.24 | 15.94 | 0.17 | - | - |
V27 | 4733794588651285376 | 18.0489 | - | 18.067 | 18.028 | 0.038 | - | - | - | - | - | - |
V28 | 4733794588651177344 | 16.5151 | 0.5204 | 16.583 | 16.134 | 0.449 | 15.89 | 0.69 | 15.62 | 0.52 | 0.48 | 0.18 |
V28 | 4733794588651552256 | 16.6861 | - | 16.704 | 16.665 | 0.038 | - | - | - | - | - | - |
V29 | 4733794554291844352 | 16.5704 | 0.5458 | 16.588 | 16.550 | 0.038 | 15.92 | 0.73 | 15.64 | 0.54 | - | - |
V29 | 4733794554291843840 | 16.6775 | - | 16.695 | 16.657 | 0.038 | - | - | - | - | - | - |
* For every pair, the Gaia DR2 source in the first line is the variable and the one in the second line is the contaminant. See § 3.1 for details.
The persistent peculiar positions of some variables in the CMD make suspicious their membership status in the cluster, or perhaps a serious light pollution by neighbouring stars is corrupting our photometry for these specific objects. In the right panel of Figure 5, we reproduced the HB of the cluster using the Gaia DR2 photometric indices. It is rewarding to see that all RR Lyrae stars fall properly on the HB, which also indicates that the selection of the true variable, performed in Table 4 for those stars contaminated by a secondary Gaia source, was correct. This figure also shows that the distribution of modes on the HB is neatly segregated, a property that will be discussed later in the paper.
We can conclude that all known variables are most likely cluster members, and that our photometry for these stars, namely V3, V16, V19, V24, V28 and V29 is seriously contaminated by an unseen, close, well within the PSF, neighbour.
We note that the two SR V15 and V23, are mem- bers; regarding the three SX Phe, V25 lies in the blue straggler region and seems a likely member, V26 has no values for proper motion and V30 is definitely not a member. The latter two were not detected in our photometry. Hence, our calculations of the physi- cal parameters will be restricted to the non-peculiar stars and will be described below.
3.2. Searching for New Variables
Since prolonged time-series have proven successful to identify new variables, we have performed a systematic search for them with the few strategies discussed below.
On the CMD of NGC 1261, we isolated all stars contained in regions where it is common to find variable stars, e.g. near the instability strip (IS) in the horizontal branch (HB), the blue straggler region (BS) and near the tip of the red giant branch (TRGB). We analysed the light curves of the stars in those regions and looked for variability by determining their period (if any), using the program period04 (Lenz & Breger 2005) or the string-length method (Burke et al. 1970; Dworetsky 1983); then, we plotted their apparent magnitudes with respect to their phase. For long-term variables, the magnitude is plotted as a function of heliocentric Julian day in search for hints of variability. This procedure recovered all known variables, but we found no new ones in our data.
Another method consists in the detection of variations of PSF-like peaks in stacked residual images, from which we can see the variable stars blink. Again, all previous known variables were detected, but no new variables emerged.
3.3. About the RR Lyrae Stars from Gaia DR2 in the Field of NGC 1261
In their catalogue of RR Lyrae stars identified via the Specific Object Study
pipeline in Gaia DR2 all over the sky, Clementini et al. (2019) report 21 RR Lyrae stars within a radius of
20 arcmin around NGC 1261. Eighteen of these are known RR Lyrae stars listed in
the CVSGC. Two stars, well in the outskirts of that field, (Gaia DR2 sources
4734551739843543808 and 4733801701116515200), are not members according to the
method of Bustos Fierro & Calderón (2019 and are not in the field of our
observations. A third star near the cluster core (Gaia DR2 source
4733794519931744000), categorised by Clementini
et al. (2019) as an RRc star, is present in our light curve
collection. We identified it as C1 in the chart of Figure 7, but we found no variations. The star, with mean magnitudes
For clarification, we offer in Figure 7 an identification chart of all variables reported in the CVSGC. The SX Phe stars V26 and V30, although identified according to the coordinates in the CVSGC, were not resolved in the photometry of the present study.
4. Bailey diagram and Oosterhoff type
The period-amplitude or Bailey diagram for RR Lyrae stars is shown in Figure 6 for the VI band-passes. The periods and amplitudes are listed in Table 3. In most cases, we took the amplitudes corresponding to the best fit provided by the Fourier decomposition of the light curves. In cases where the light curve showed Blazhko effect, the maximum am-plitude was measured and the star was plotted with a triangular marker. The continuous and dashed black lines in the top panel of Figure 6 are the loci for un-evolved and evolved stars according to Cacciari et al. (2005). The red parabolas were calculated by Arellano Ferro et al. (2015) from a sample of RRc stars in five OoI clusters, avoiding Blazhko variables. In the bottom panel, the blue solid and segmented loci for unevolved and evolved stars, respectively, are taken from Kunder et al. (2013).
As noted in § 3.1, a few variables are clearly unresolved from very close neighbours. In these cases, the amplitudes were corrected using the individual magnitudes of the components listed in Table 4. The corrected amplitudes are indicated in Figure 3 by green and blue symbols for RRc and RRab stars, respectively. It is rather clear that the amplitude corrections help sustain the fact that the distribution of stars concentrates around the unevolved sequences, as expected for Oo I type clusters.
5. Comment on the cluster reddening
While this cluster is far away from the Galactic disk, and a very low reddening has been assigned to it, it is always a good exercise to calculate the reddening by an independent method. Individual reddenings for RRab stars can be estimated using the colour curve near minimum. Proposed originally by Sturch (1966), the method has now been calibrated in the VI passbands by Guldenschuh et al. (2005), who concluded that the intrinsic colour (V − I)0 of RRab stars curves at phases 0.5-0.8, is 0.58 ± 0.02. We calculated the observed (V − I) at this phase range in our light curves and estimated individual values of E(V − I), the average of which, converted to E(B − V ) = E(V − I)/1.259 is 0.055 ± 0.051, i.e., nearly zero, and in agreement with the inter-stellar reddening of E(B − V ) = 0.01 given by the calibrations of Schlafly & Finkbeiner (2011) and Schlegel et al. (1998). In what follows we shall adopt E(B − V ) = 0.01.
6. RR Lyrae stars: [Fe/H] and MV from light curve Fourier decomposition
Fourier decomposition of the light curves and the use of empirical calibrations enable us to estimate some key physical stellar parameters. The Fourier series to mathematically describe the light curve is of the form:
where m(t) is the magnitude at time t, P is the period of pulsation, and E0 is the epoch. When calculating the Fourier parameters, we used a least-squares approach to estimate the best fit for the am-plitudes Ak and phases φk of the light curve compo-nents. The phases and amplitudes of the harmonics in equation 3, i.e. the Fourier parameters, are de-fined as φij = jφi − iφj , and Rij = Ai/Aj .
This approach has been regularly used for RR Lyrae stars in a large number of
clusters (e.g., Arellano Ferro et al. (2018a);
Deras et al. (2019) and ref-erences
therein). To avoid a lengthy repetition, we refer the reader to § 4 of Deras et al. (2019) for the specific
calibrations. Particularly, their equations 4 and 5 describe the calibrations for
RRab stars of Jurcsik & Kovács (1996) and
Kovács & Walker (2001), which render
values of [Fe/H] and MV , with standard deviations of 0.14 dex and 0.04
mag respectively, and to equations 6 and 7, that give the cali-brations for RRc
stars of Morgan et al. (2007) and Kovács & Kanbur (1998) with standard
deviations of 0.14 dex and 0.042 mag respectively. We have not included in the
calculation of physical parameters those stars that are apparently contaminated by a
neighbouring source (cf. § 3.1); since the presence of a neighbour also perturbs the
light curve shapes and the Fourier parameters, so that the derived phys-ical
parameters become spurious. In Table 5 we
list the Fourier parameters, and in Table 6
the corresponding individual physical parameters for the stars included in the
calculation and the average values. For comparison, we have transformed
[Fe/H]ZW on the Zinn & West
(1984) metallicity scale into the UVES scale using the equation
[Fe/H]UVES = −0.413+0.130 [Fe/H]ZW −0.356
[Fe/H]2
ZW (Carretta et al. 2009). It
should be noted that the uncertainties we have quoted in Table 6 only represent the inter-nal errors associated to the
Fourier fitting procedure, and do not include any systematic errors that may be
inherent to the use of the calibrations quoted above to estimate the physical
parameters. The standard deviation of the mean
Variable ID | A0 (V mag) |
A1 (V mag) |
A2 (V mag) |
A3 (V mag) |
A4 (V mag) |
φ21 | φ31 | φ41 | |
---|---|---|---|---|---|---|---|---|---|
RRab stars | |||||||||
V2 | 16.788(4) | 0.331(6) | 0.126(6) | 0.072(6) | 0.029(6) | 4.036(59) | 8.198(99) | 6.147(219) | |
V6 | 16.752(2) | 0.305(4) | 0.146(4) | 0.098(3) | 0.070(4) | 3.910(33) | 8.215(51) | 6.205(68) | |
V10 | 16.810(3) | 0.377(4) | 0.189(3) | 0.128(4) | 0.077(4) | 3.936(27) | 8.255 | (39) | 6.191(59) |
V11 | 16.837(3) | 0.147(4) | 0.060(3) | 0.028(4) | 0.011(4) | 4.050(78) | 8.587 | (139) | 7.709(344) |
V12 | 16.816(2) | 0.177(3) | 0.070(3) | 0.034(3) | 0.018(3) | 4.406(48) | 9.254(90) | 7.522(150) | |
V14 | 16.775(3) | 0.368(5) | 0.182(4) | 0.154(5) | 0.088(5) | 4.079(39) | 8.369 | (51) | 6.378(75) |
RRc stars | |||||||||
V7 | 16.810(3) | 0.181(4) | 0.011(4) | 0.019(4) | 0.008(4) | 4.665(31) | 4.415(201) | 2.409(509) | |
V9 | 16.846(1) | 0.285(2) | 0.052(2) | 0.028(2) | 0.028(2) | 4.749(37) | 2.734(64) | 1.485(67) | |
V13 | 16.698(2) | 0.222(3) | 0.026(3) | 0.013(3) | 0.008(2) | 4.792(114) | 3.815(206) | 2.681(318) | |
V21 | 16.881(1) | 0.262(2) | 0.022(2) | 0.023(2) | 0.006(2) | 4.795(88) | 4.115(88) | 2.729(347) |
*The numbers in parentheses indicate the uncertainty of the last decimal places.
RRab stars | |||||||
---|---|---|---|---|---|---|---|
Star | [Fe/H]ZW | [Fe/H]UVES | MV | log Teff | log(L/L⊙) | M/M⊙ | R/R⊙ |
RRc stars | |||||||
V2 | −1.46(9) | −1.37(10) | 0.570(9) | 3.811(25) | 1.672(3) | 0.70(21) | 5.49(2) |
V6 | −1.49(5) | −1.40(5) | 0.604(5) | 3.809(10) | 1.658(3) | 0.67(8) | 5.46(1) |
V10 | −1.53(4) | −1.44(4) | 0.517(6) | 3.810(10) | 1.693(2) | 0.70(8) | 5.66(2) |
V11 | −1.51(13) | −1.43(14) | 0.600(6) | 3.790(39) | 1.660(2) | 0.67(31) | 5.98(2) |
V12 | −0.69(9)** | −0.67(4)** | 0.635(4) | 3.813(18) | 1.646(2) | 0.55(12) | 5.29(1) |
V14 | −1.39(5) | −1.28(5) | 0.562(7) | 3.812(11) | 1.675(3) | 0.66(9) | 5.49(2) |
Weighted Mean | −1.48 | −1.38 | 0.590 | 3.810 | 1.664 | 0.66 | 5.51 |
σ |
± 0.05 | ± 0.05 | ± 0.042 | ± 0.008 | ± 0.006 | ± 0.05 | ± 0.09 |
RRc stars | |||||||
Star | [Fe/H]ZW | [Fe/H]UVES | MV | log Teff | log(L/L⊙) | M/M⊙ | R/R⊙ |
V7 | −1.06(42) | −0.95(32) | 0.571(18) | 3.869(1) | 1.672(7) | 0.49(1) | 4.21(4) |
V9 | −1.63(11) | −1.57(13) | 0.512(9) | 3.866(1) | 1.695(4) | 0.63(1) | 4.37(2) |
V13 | −1.50(41) | −1.41(44) | 0.588(10) | 3.864(1) | 1.677(4) | 0.51(1) | 4.47(2) |
V21 | −1.31(18) | −1.19(17) | 0.571(10) | 3.866(1) | 1.672(4) | 0.49(1) | 4.25(2) |
Weighted Mean | −1.51 | −1.38 | 0.547 | 3.866 | 1.681 | 0.54 | 4.31 |
σ |
± 0.29 | ± 0.29 | ± 0.014 | ± 0.001 | ± 0.005 | ± 0.03 | ± 0.05 |
*The numbers in parentheses indicate the uncertainty on the last decimal places. See § 6 for a detailed discussion.
**Not included in the average of [Fe/H].
7. Previous Metallicity Estimates of NGC 1261
To our knowledge, no spectroscopic determination of the metallicity of NGC 1261 or of
any of its stars has ever been published. Estimations of [Fe/H] based on photometric
indices and their calibrations do exist; they use the height above the HB, the slope
of the HB, and the intrinsic colour
Our results, based on the Fourier decomposition and calibrations discussed in § 6 and listed in Table 6 are, for the RRab stars: [Fe/H]ZW = −1.48 ± 0.05 or [Fe/H]UVES = −1.38 ± 0.05, and for the RRc stars: [Fe/H]ZW = −1.51 ± 0.29 or [Fe/H]UVES = −1.38±0.29. Since different empirical relations have been used to estimate the metallicities of the RRab and RRc stars, there may be some systematic offset between the metallicity estimates for the two types of variable. We should note the peculiarly large value of [Fe/H] found for star V12. The reason for this is the anomalously large value of the Fourier parameter φ31 of 9.254±0.09. Star V12 is among the smallest amplitude and largest period RRab in NGC 1261, and reminds us of the case of star V12 in NGC 6171, whose light curve structure is different from that of other RRab stars (Clement & Shelton 1997), and thus is not suitable for the calculation of [Fe/H] from the Fourier analysis. Although the associated uncertainties of our average values of [Fe/H] are smaller than those of previous determinations, the values are slightly more metal-weak than those published; still, they are rather in agreement, within the given uncertainties.
8. On the distance to NGC 1261
The solar distance to NGC 1261 recorded in the catalogue of Harris (1996) (2010 edition) is 16.3 kpc, calculated from the estimated mean V = 16.70±0.05 level HB of Ferraro et al. (1993), adopting a [Fe/H]-MV relation with [Fe/H] and E(B − V ) = 0.01. Our Fourier estimates of MV and V for RRab and RRc stars lead to mean distances of 17.2 ± 0.4 and 17.6 ± 0.7 kpc respectively. Considering that the scatter of the 6 RRc stars in the CMD is large, and that we only used the RRab closer to the ZAHB, we should probably ignore the distance obtained from the RRc stars, in which case our best estimate of the distance to the cluster from this method is 17.2±0.4 kpc. In Figure 4 we have shifted the ZAHB and isochrones to this distance, although, admittedly an eye fit of the HB suggests a brighter ZAHB for a distance of about 16.8 kpc
Another independent method to estimate the distance to the cluster is via the P-L relations of SX Phe stars and of RR Lyrae stars. In the former case, we have calculated MV of the star V25, the only SX Phe detected in our study, using three versions of the P-L relations from Cohen & Sarajedini (2012), Poretti et al. (2008) and Arellano Ferro et al. (2011), and found 16.1, 15.5 and 15.0 kpc respectively, i.e., all values well below the estimates based on the HB luminosity.
Alternatively, the P-L in the I-band for RR Lyrae stars derived by Catelan et al. (2004); MI = 0.471 − 1.132 log P + 0.205 log Z, with log Z = [M/H]−1.765; [M/H] = [Fe/H]−log(0.638 f+0.362) and log f = [α/Fe] (Salaris et al. 1993), was ap-plied to the RRab and RRc stars residing close to the ZAHB in the CMD of Figure 4. From 6 RRab and 4 RRc stars we found an average distance of 16.65 ± 0.27 kpc, which agrees very well with the results obtained from the Fourier light curve decomposition approach. In summary, the best results for the cluster distance are obtained from the Fourier light curve decomposition of the RRab stars that show little scatter near the ZAHB, and the P-L (I) relationship; these methods give an average of 16.7 kpc and an uncertainty between 0.7 and 0.3 kpc, respectively.
9. Structure of the HB and Age
NGC 1261 has a very red HB. The HB structure can be characterised by the parameter
Based on Hubble Space Telescope Advanced Camera for Surveys photometry, and using the isochrone fitting between the base of the turn off and the lower RGB, VandenBerg et al. (2013) concluded that the age of NGC 1261 is 10.75 ± 0.25 Gyr. Since the precision of our photometry, and the dispersion in the CMD near the TO are inadecuate for a subtle discussion of the age of the system, we overplotted on our observed CMD two isochrones for 10.0 and 11.0 Gyr from the Victoria− Regina stellar models of VandenBerg et al. (2014), for [Fe/H]=−1.4, Y=0.25 and [α/Fe]= 0.4. The isochrones and the ZAHB, shifted to a distance of 17.2 kpc and E(B − V ) = 0.01. We can see (Figure 4) that the current data set is consistent with the age of the cluster determined by VandenBerg et al. (2013).
10. Summary and Discussion
Almost all photometric studies of NGC 1261, both in the photographic plate and CCD eras, dedicated their efforts to the overall study of the cluster, its CMD structure and the estimation of its age. Only a few studies, since the pioneering works of Fourcade & Laborde (1966) and Laborde & Four-cade (1966) when the first variables in this cluster were discovered, have been devoted to the study of the cluster variable stars population. Specifically, in the CCD era and to the best of our knowledge, only the works of Salinas et al. (2007) and Salinas et al. (2016) have focused on the study of the variable stars in crowded environments, via the differential image approach (DIA). Yet these authors point out the extreme difficulty of transforming the relative fluxes rendered by DIA, into the astrophysically more useful magnitudes of a given calibrated system. We must add that time-series do not always fully cover the light curves in the phase diagrams. The present study is the first one, as far as we know, that reports complete light curves in the VI filters, and use them to derive physical quantities from the variable star families of NGC 1261. This approach also allows our best estimate of the cluster distance to be 17.2 ± 0.4 kpc. Individual radii and masses for the RR Lyrae stars are also reported.
A thorough multi-approach search in a region of about 10′ × 10′ around the cluster revealed no new variable stars within the limitations of our CCD photometry. The Fourier decomposition technique was employed to derive the mean values [Fe/H]UVES = −1.38 ± 0.05 and [Fe/H]UVES = −1.38 ± 0.29 for the RRab and RRc stars, respectively. These values are given in the high dispersion spectroscopic scale established by Carretta et al. (2009). These two estimations should be considered independent, as they come from totally unrelated calibrations. The above results show a cluster slightly more metal poor and distant than generally accepted (e.g., Harris 1996).
The distribution of cluster member RR Lyrae stars on the HB shows a rather clear split of modes about the FORE, as seems to be the case for another two or perhaps three globulars with very red HB, namely, NGC 6171, NGC 6362 and probably NGC 6712. Two more clusters with a very red HB are NGC 362 and Rup 106, but no detailed study of the distribution of modes exists for NGC 362, and no RRc stars are known in Rup 106.