In previous analyses of 57 Tau (e.g., Fu Jian-ning et al. [1996]), differences in the nightly mean magnitude of 57 Tau, relative to the comparison star, have been mentioned, but not discussed in depth. After applying the nightly determined extinction coefficient, a nightly zero-point adjustment was made, which was thought to be caused by unknown observational problems. In our analysis we were interested in the thorough study of the low frequency domain of the spectrum, since all the available data sets displayed regular features in this range (Paparó et al. [1999]).
Since the variability of the comparison star and the incorrect transformation of the instrumental systems may effect our conclusions for the mean light level of 57 Tau, both the constancy of the comparison stars, and the effect of data's homogenizations were carefully investigated.
The constancy check of the comparison star, HR 1358, is based on the simultaneous observation of HR 1358 and HR 1430 in the course of the multi-site campaign on 57 Tau in 1995 in Spain and Mexico. Over 14 nights, 54.35 hours, 543 Strömgren uvby measurements were collected. The nightly average values versus the mean time of the given observing run are shown in Fig. 1. The Spanish data are marked by filled squares and the Mexican ones by crosses.
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Figure 1:
The nightly mean values of
![]() ![]() |
The average Strömgren values of the differential magnitudes for
for all data, from the Spanish and Mexican data sets, are listed
in Table 2. The ubvy values taken from Mermilliod et
al. ([1997])
are given at the bottom of the table.
The mean values are given with high accuracy. The standard deviation of the
measurements around the mean,
in vby colours and
in u colour, could be regarded as the error of observations in 1995.
The Spanish and Mexican mean values do not greatly differ which means that
the two instrumental photometric systems are very close to each other. This
is not surprising since the detector attached to both telescopes is the
Danish photometer. The difference, concerning the catalogue values, is
probably due to the difference of the instrumental and standard Strömgren
systems.
While the low values of errors for the comparison stars suggest constancy
of both comparison stars, a frequency analysis of
differences was carried out in a range of 0 - 50 cycles per day. The
amplitude spectrum in y colour is given in Fig. 2. The
amplitude spectra (A(f)) are characterized by its mean values < A(f) > i.e.
0.408
0.213, 0.243
0.135,
0.216
0.119 and 0.255
0.137 mmag in the uvby colours, respectively.
Although for the most part, the amplitude spectrum does not show regular
structure, a peak might be present in vby at 3.028, 3.025 and
3.022 c/d frequency with an amplitude of 0.90, 0.72 and 0.98 mmag,
respectively.
The spectral window pattern, due to the multi-site observation, is not seen around this peak. The significance limit, 4 times the mean value of the residual spectrum (Breger et al. [1993]), has been accepted, and is 0.94, 0.83 and 0.96 mmag in vby, respectively. The distinct peak is only above the significance limit for the y colour.
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Figure 2:
Amplitude spectrum of
![]() |
Could this periodicity be caused by a difference in the mean light
level between the two sites separated by 8 hours in longitude? As
Table 2 and Fig. 1 show, the mean values of
are the same for both
observatories with slightly larger scatter for the Mexican observations
caused by the shortness of the data set. If the periodicity at 3.02 c/d
is caused by some special instrumental circumstances at the different
sites, the separate data would not show the periodicity. A
periodicity at 3.026 c/d (with an amplitude of 0.96 mmag) with a spectral
window pattern around it, has been found for the Spanish data.
According to the significance test, the amplitude of the period
is below the significance level (1.04 mmag). The Mexican data are
too short for separately checking the period.
Instrumental magnitudes are often contaminated by small nightly trends, e.g., due to the errors in the extinction coefficients. To estimate the possible spectral distribution of this noise, trend-spectra were introduced by Kolláth & Paparó ([1999]). These spectra are given for two extreme cases: for uncorrelated trends and for systematic trends. In the first case the mean spectrum behaves like a coloured noise (continuous spectrum), while for systematic errors the peaks from the spectral window appear also in the trend spectrum. In general the spectral noise generated by the trends are between these two specific cases. We have to note that the trend spectra give no information on the amplitude of the noise due to the trends. Like the spectral window it gives the normalized spectral distribution only.
In Fig. 3. both the uncorrelated trend-spectra (UTS, thick curve) and the systematic trend-spectra (STS, thin curve) are displayed for the whole data set and also for the 1995 data. Both panels show that the effect of errors in the extinction coefficients is most pronounced around 3 c/d frequency values. A similar conclusion has been obtained by Poretti & Zerbi ([1993]) and Breger & Beichbuchner ([1996]) The 3.02 c/d frequency in the comparison light-curve is therefore probably related to errors in extinction correction.
We conclude that the differential light curve of the two comparison
stars,
,
does not show any evidence for variability, although
it is slightly effected by extremely small errors in
the atmospheric extinction coefficient. Any periodicity in the differential
light curve of 57 Tau and HR 1358 should be attributed to 57 Tau as
intrinsic variability.
Combining all of the 57 Tau data is not a trivial task. We have the advantage of similar spectral type comparison stars, so the colour dependence of instrumental systems can be neglected. In the milli-magnitude range, however, different photometer/filter combinations lead to different zero-points, even if the same comparison stars are used. This fact needs to be considered when different data sets from different locations are combined. A complicating factor is that, not only are Johnson V & Strömgren y data involved in our analyses, but Strömgren b colour data were also included.
In order to combine the data from the different sites adjustments were made. For each observatory the photometric zero-point of 57 Tau relative to HR 1358 was determined by averaging all the the data from each observatory. The mean values obtained are listed in Table 3.
In order to get the highest possible frequency resolution,
we treated all the observational data together, regardless of the filters
used for the measurements.
All the available data (even B.J. McNamara's Strömgren b colour data)
are shifted to the mean value of the Spanish + Mexican Strömgren y
colour. Shifts of
,
and
were applied
for the Hungarian & Chinese Johnson V, and B.J. McNamara's Strömgren
b data. Johnson V & Strömgren y and b measurements were regarded to be
identical except for the different zero-points.
The largest error introduced in our Fourier spectra is due to the
mixing of the early b data with the later y or V observations.
We have estimated this spectral noise by the following experiment:
We made a synthetic signal with a single frequency with the highest
amplitude (2 mmag) from the real data, but we increased the amplitude
of the signal by 40 percent and shifted the phase by
for the
times of b observations (overestimated the generally obtained amplitude
ratio and phase differences between the y and b colours). Then
we treated these data like the real observations: we prewhitened the
synthetic light-curve with the average amplitude (obtained by
least-square fitting). The spectra of the test signal and the
prewhitened data are displayed in Fig. 4. From this test it can be
concluded that even with a 40 percent difference in the amplitudes
and
difference in phases
the spectral residual is no more than 0.3 mmag for the highest amplitude
component.
More complicated cases (more frequencies, even not all excited
simultaneously) are going to be discussed by Kolláth & Paparó ([1999]).
Our test, in this ideal case, proved that we can extend the time-base of the analysis for the B.J. McNamara's observations obtained in the early eighties for the Strömgren b colour for finding the periodicities in the star.
In the final step, B.J. McNamara's Strömgren b observations were
shifted to the Spanish & Mexican mean value of Strömgren b colour
for determining the amplitude of the
pulsation frequencies in b colour. The shift (
)
between
the two Strömgren systems is much larger than expected for well-defined
Strömgren systems. No trivial explanation exists but different
photomultiplier tubes were employed at these sites and much of the
difference is thought to arise from this fact.
As a result of this process, the low-frequency part of the amplitude spectrum is cleaned and any dominant periodicity in this range is unlikely to be caused by the inhomogeneity of different data sets.
Frequency in c/d, Amplitude in mmag | |||||||||||||
Subset | Nights | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
N | A1 | A2 | A3 | A4 | A5 | A6 | A7 | A8 | A9 | A10 | A11 | A12 | |
81/82 | 14 | 0.654* | 0.804* | 1.021 | 7.232* | 14.762 | 16.594 | 19.048 | 18.260* | - | 20.406* | 25.556 | 29.837* |
762 | 2.13 | 2.80 | 1.14 | 1.90 | 2.07 | 1.60 | 2.18 | 1.06 | - | 2.40 | 1.68 | 1.88 | |
86/87 |
9 | 0.659* | 0.845* | - | 6.262 | - | 16.626 | 18.202* | - | - | 20.411 | 25.843* | - |
648 | 0.96 | 1.12 | - | 1.40 | - | 1.78 | 3.40 | - | - | 1.23 | 1.77 | - | |
89 |
14 | 0.626* | 0.802* | 1.119 | 8.002 | - | 16.493 | - | 18.247* | - | 21.434* | - | 29.527 |
627 | 1.25 | 1.89 | 1.93 | 1.26 | - | 1.58 | - | 3.76 | - | 2.21 | - | 1.24 | |
95 |
14 | 0.665* | 0.813* | - | 7.237 | 14.173 | 16.214 | - | 18.230* | - | 20.446* | - | 29.843* |
948 | 0.89 | 2.51 | - | 0.94 | 0.68 | 2.50 | - | 2.73 | - | 0.96 | - | 1.35 | |
Hung. |
16 | 0.657* | 0.831* | - | 7.094 | 14.597 | 16.232 | 18.201* | - | - | 20.429 | 24.800 | 29.866 |
1039 | 1.20 | 2.00 | - | 1.41 | 1.25 | 1.66 | 2.61 | - | - | 1.53 | 1.75 | 1.19 | |
Chin. |
9 | 1.628 | 0.785 | 1.131* | 6.596 | - | 16.489 | - | 18.235* | - | 20.438* | 25.758 | - |
322 | 0.97 | 1.57 | 2.35 | 0.96 | - | 1.44 | - | 3.87 | - | 2.94 | 1.10 | - | |
81-87 |
26 | 0.657* | 0.803* | 1.162 | 7.093 | - | - | 18.011* | 18.258* | 18.403* | 20.416* | 25.841 | 29.836 |
1668 | 1.90 | 1.79 | 1.38 | 1.21 | - | - | 2.11 | 1.32 | 1.36 | 1.37 | 1.36 | 1.23 | |
86-89 |
23 | - | 0.803* | 1.118 | - | - | 16.232 | 18.201* | - | - | 20.413 | 26.673 | - |
1275 | - | 2.04 | 1.64 | - | - | 1.55 | 2.60 | - | - | 1.84 | 1.26 | - | |
81-89 |
40 | 0.660* | 0.793* | 1.122 | 7.019* | - | 17.615 | 18.216* | 18.260* | - | 20.441* | 25.553* | 29.836* |
2295 | 1.89 | 1.40 | 1.61 | 1.00 | - | 1.49 | 1.60 | 1.57 | - | 1.62 | 1.31 | 1.31 | |
81-95 |
54 | 0.657* | 0.803* | 1.119* | 7.223* | 14.161 | 16.738 | 18.220* | 17.257* | 20.218 | 20.441* | 24.555* | 29.839* |
3243 | 1.26 | 1.80 | 1.07 | 1.00 | 0.95 | 1.06 | 1.41 | 2.07 | 1.35 | 1.24 | 1.13 | 1.29 | |
81&95 b |
30 | 0.657* | 0.805* | - | 7.233* | 15.189 | 16.739 | - | 17.248* | 18.472 | 20.406* | 24.555* | 29.838* |
1882 | 1.21 | 3.01 | - | 1.38 | 1.60 | 0.93 | - | 2.11 | 1.27 | 1.68 | 1.56 | 1.51 | |
* The frequency can be localized in the original spectrum of the subset. | |||||||||||||
The nightly mean photometric value (in a given filter) of 57 Tau, relative to the comparison star, HR 1358, versus the mean time of an observing run for each site was checked for periodicity. The method of averaging is useful if the periodicity is larger than an observing run, and seems to be stable if the pulsational periods are remarkably shorter, many cycles are averaged in a run.
A simple view of the mean light level does not show a cyclic pattern. After
homogenization, the Strömgren y & b mean values of 57
are
and
,
respectively. The low value
of the scatter for the mean light level suggests that if there is any
variability, it has a low amplitude or periodicity near to 1 c/d.
A frequency analysis of the mean light values was carried out in a range
of 0-4 cycles/day. A peak of highest amplitude at 0.80866
and 0.80231
cycles/day was found in y & b, respectively.
According to a significance test, the periodicity is significant.
Although the amplitude of mean light level variation seems to be extremely low, it is comparable to the amplitude of the pulsation modes of 57 Tau, as shown in Fig. 5.
The final frequencies connected to the mean light level variation of 57 Tau were obtained as part of the final frequency solution given in the next paragraph.
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