A&A 405, 903-908 (2003)
DOI: 10.1051/0004-6361:20030586
V. T. Doroshenko
Crimean Laboratory of the Sternberg Astronomical
Institute, University of Moscow, Russia;
P/O Nauchny, 98409 Crimea, Ukraine
Isaac Newton Institute of Chile,
Crimean Branch
Received 10 December 2002 /Accepted 21 March 2003
Abstract
The light curve of Mrk 6 for 1970-2002 is presented and
discussed. The amplitudes of variability were 1.6
,
1.1
,
and 0.8
in UBV bands, respectively. The magnitudes of the
underlying galaxy in the 27.5'' aperture were found to be
,
and
.
The mean color indices
of the variable component are
and
without correction for reddening. In the time
intervals from 10 days to 1300 days the structure function can be
presented as a power function,
,
where
.
The time where the SF for Mrk 6
reaches the upper plateau is about 3300 days. The observed SF
can be interpreted by the superposition of independent flares
model with the maximal duration of flares
800 days. If these
flares are located in the radiation pressure dominated region of
the accretion disk, the size of this region is about 70, 330
,
assuming the viscous parameter
is 0.1, 0.01,
respectively. It is concluded that the optical long-term
variability of Seyfert galaxies can be explained by thermal
instability in the accretion disk.
Key words: galaxies: active - galaxies: individual: Mrk 6 - galaxies: nuclei - galaxies: Seyfert
Among active galaxies, the Seyfert Galaxy Markarian 6
(Mrk 6, z=0.0187) was one of the first that showed
variability of its H
emission line profile. The
morphological type of this galaxy is S0a. The interstellar
extinction is AV=0.66 (Koski 1978; Malkan & Oke 1983). Despite
its proximity (D=77 Mpc, H0=75 km s-1 Mpc-1),
brightness and variability of emission line profiles,
Mrk 6 has been very poorly studied in the optical
broadband. To my knowledge only three papers with more or less
systematic photometric observations of Mrk 6 have been
published (Doroshenko 1988; Neizvestny 1986,1987).
This is the reason why adding new photometric data is very useful
for studying its variability on long and short time scales.
In this paper, I present the results of a photometric study using
UBV and spectral observations of Mrk 6. UBV
observations of Mrk 6 since 1986 are
presented in Sect. 2. I discuss the surface brightness
distribution in the object in Sect. 3. My UBV data
combined with UBV data by Neizvestny (1986,1987) and also
with continuum fluxes near the H
emission line from archive
spectra 1970-1991 (Doroshenko & Sergeev 2003) are shown
in Sect. 4. The color indices of variable source are
given in Sect. 5. All the photometric data are
analyzed using a structure function (Sect. 6) and results
are discussed in Sect. 7. Section 8 summarizes
the results.
I began systematic observation of this galaxy with UBV
photometry in 1986. A photometer with a photo-multiplier detector
is attached to the 60-cm Zeiss telescope at the Crimean Laboratory
of the Sternberg Astronomical Institute of Moscow University. The
instrumental system is close to Johnson's standard photometric
system. The observations were made through the aperture
A=27.5''. The star with the coordinates
,
(2000) was taken as a
comparison star. Its magnitudes obtained several times in
different years are
,
and
.
The observed UBV magnitudes of
Mrk 6 with their uncertainties are given in
Table 1
. Here I
give several rows from Table 1. The errors quoted in
Table 1 are 1
internal errors due to
photon-counting statistics. The actual scatter seems to be
slightly (
10-15%) bigger than the errors I give, due
to other small external errors.
| JD | U | B | V | |||
| 24 400 000+ | ||||||
| 06450.530 | 14.82 | 0.08 | 14.93 | 0.02 | 13.88 | 0.02 |
| 06467.427 | 14.94 | 0.08 | 14.88 | 0.03 | 13.94 | 0.02 |
| ... | ... | ... | ... | ... | ... | ... |
| 12349.388 | 15.19 | 0.25 | 14.89 | 0.04 | 13.90 | 0.03 |
| 12369.276 | 14.64 | 0.10 | 14.90 | 0.03 | 13.82 | 0.04 |
![]() |
Figure 1: The surface brightness distributions in B and V bands obtained from combined data by Neizvestny (1986) and Doroshenko (this work). |
In order to estimate the contribution of the host galaxy in UBV
magnitudes and to compute UBV magnitudes of the nucleus one needs to
know the surface brightness distribution (SBD). From UBV
observations of Mrk 6 by Neizvestny (1986) through
the apertures from 4.3'' to 55'' and partly from my
observations through the different apertures I could obtain the
surface brightness distributions (SBD) for B and V bands
(Fig. 1). It allows one to calculate the magnitudes of
the stellar component in different apertures in B, V. In Uband the SBD has quite large uncertainties. Thus I
took
from Vaucouleurs (1961) according to
the morphological type S0a of Mrk 6. In such a case, the
magnitudes of galaxy in A=27.5'' calculated from the surface
brightness distribution in B, V, on the one hand, and from
relationship between morphological type of normal galaxies and
their color indices, on the other hand, are
,
and
.
The light curves of Mrk 6 in UBV bands since 1986 are
shown in Fig. 2 by filled circles. The results of
UBV observations by Neizvestny (1987) made in 1979-1984
at the 60-cm telescope of the Special Astrophysical Observatory in
the Caucasus are shown by open circles. These photometric
observations reveal the significant variability of the nucleus
with an amplitude of about 1.6
,
1.1
and 0.8
in UBV-bands
respectively. The ratio of the rms fluctuations to the mean flux
corrected for the effect of the measurement errors is 26%, 19%
and 13% in U,B,V bands. As in other Seyfert galaxies the maximal
variability is in the U-band.
![]() |
Figure 2: UBV-light curves of Mrk 6 in A=27.5''obtained from observations by Doroshenko (filled circles) and Neizvestny (1987) (open circles). |
The addition of spectral fluxes in continuum at
5170 Å since 1970 (Doroshenko & Sergeev 2003) to the
photometric fluxes allows one to construct the light curve covering the
period from 1970 to 2001 years. The fitting of the spectral continuum
fluxes to the photometric ones was made using
common dates of observations and a linear relationship between these
fluxes. The combined light curve in the V band is shown in
Fig. 3.
![]() |
Figure 3:
Light curve constructed from photometric data in V-band
by Doroshenko - filled circles, by Neizvestny (1987) -
open circles and from spectral continuum flux at
|
The mean photometric uncertainty of the combined light curve is 0.04
.
One can see that the full amplitude of variability in the V-band
is 0.8
and the variability is quite
complicated: there are slow and fast components. The
variability on the short timescale is superimposed upon the long
term one.
Different physical emission mechanisms are known to produce color
variations in the two-color U-B, B-V diagram. Observed color
indices of Mrk 6 before and after subtraction of the stellar
contribution are shown in Fig. 4. For comparison, the
location of sources with power law spectra
(
)
and for black body is marked in the
diagrams by solid and dashed lines, respectively. The large open
circles correspond to the color indices averaged over intervals
.
| |
Figure 4:
Two-color diagram of Mrk 6 a) for observed
values and b) after subtraction the underlying galaxy
contribution. The colors averaged over the intervals
|
Figure 4a shows that when emission of the variable source is
getting weaker (varying from V=13.5 to V=14.1), the color indices
of the total source increase. This means that the variable
component is blue and the non-variable component is redder. It is
clearly seen (Fig. 4b) that the changes of color
indices of the variable component have significantly less dispersion
after subtraction of the underlying galaxy contribution. The
weight-averaged values of the color indices for the variable
sources in Mrk 6 is
and
without correction for reddening,
AV=0.66, and
and
after
it.
There is another way to obtain independently the color characteristics
of an underlying galaxy and of a variable component, if UBV
magnitudes of the total source are known. In such a case it is
usually supposed that the variable component can only change its
brightness without changing energy distribution, and the
underlying galaxy is a normal galaxy. This method was successfully
used by Hagen-Thorn (1985) for many active galaxies.
Application of this method to the UBV study of Mrk 6 shows
that the observed color indices of the variable component are
and
.
So,
the
coincides very well with the estimation obtained
above, but
is different. However, the solution
obtained using the Hagen-Thorn (1985) method for the galactic
component gives
and
.
It is
in accord with the color characteristics of a S0a galaxy, if AVis about
.
Taking into account the statistical character of the
relation between morphological type and color indices for normal
galaxies in general, one can conclude that the agreement
between the two methods is rather good.
![]() |
Figure 5:
The structure function of Mrk 6: upper panel -
in U, middle panel - in B and bottom panel - in V band. The
best fit Poisson model is shown by heavy lines. Thin lines mark
the uncertainty of the SF (
|
Recently, a structure function (SF) analysis has been
widely applied to the study of time series of active
galactic nuclei (e.g. Kawaguchi et al 1998;
Merkulova et al. 1999; Cid Fernandes et al. 2000;
Collier & Peterson 2001; Doroshenko et al. 2001 and
many others). The SF of the first-order is defined as
The observed UBV SFs of Mrk 6, corrected for the flux measurement errors, are illustrated in Fig. 5. They were computed for bins with the number of pairs available greater than 7. The error bars in Fig. 5 were calculated using multiple (400 times) realizations of flux randomization (FR) and bootstrapping (RSS) of the original data (FR/RSS method, Peterson et al. 1998).
The observed SFs in different optical spectral bands are
similar: all SFs have the first flattening located at the time
shift of 210-250 days (
). In the power spectrum
there is a rather noticeable peak at the frequency
,
that also corresponds to 236 days. The origin of this peak is not
clear. The second flattening begins at
3300-4000 days. The
observed slopes b of the SFs before and after the first
flattening (for
and
,
respectively) and also the slopes in the total time interval
before the upper flattening (for
)
are given
in Table 2, where
is the uncertainty of the
slope, r is the correlation coefficient from a linear regression, and
is the label for V magnitudes constructed from
photometric and spectral data.
| Filter | b | r | |
| Mrk 6 | log ( |
||
| U | 0.89 | 0.14 | 0.76 |
| B | 1.09 | 0.07 | 0.94 |
| V | 0.84 | 0.07 | 0.92 |
| Vp+s | 1.09 | 0.11 | 0.92 |
| log ( |
|||
| U | 0.83 | 0.06 | 0.94 |
| B | 0.88 | 0.06 | 0.96 |
| V | 0.94 | 0.05 | 0.96 |
| Vp+s | 0.79 | 0.03 | 0.99 |
| log ( |
|||
| U | 0.67 | 0.04 | 0.88 |
| B | 0.74 | 0.04 | 0.91 |
| V | 0.69 | 0.02 | 0.96 |
| Vp+s | 0.79 | 0.03 | 0.98 |
| NGC 4151 | log ( |
||
| A, UBV | 1.05 | 0.07 | 0.96 |
| B, UBV | 0.87 | 0.04 | 0.98 |
| log ( |
|||
| A, UBV | 0.20 | 0.04 | 0.68 |
| B, UBV | 0.75 | 0.04 | 0.98 |
| NGC 5548 | log ( |
||
| UBV | 0.92 | 0.02 | 0.98 |
The observed SF was compared with the SF for a Poisson
model in which the variations of brightness were produced by the
stochastic superposition of independent flares with simple
Gaussian profiles randomly distributed in time. As was shown by
Sergeev (1999) and also by Cid Fernandes et al.
(2000), the Poisson analysis is highly insensitive to the
shape of flares. According to Sergeev (1999), if the number
n of flares with the duration
is given by a power
law distribution,
,
and if the flare
amplitude,
,
also depends on
as a power
function,
,
then dependence of the SF
on the time interval asymptotically tends to a power law shape,
,
where
.
This power law is
valid when the flare duration varies between
and
.
Using Sergeev's software (1999), I have performed
Monte-Carlo simulations with the following parameters:
,
and dT which is the mean time interval between two
sequential flares,
and
are equal to the
minimal and maximal duration of flares. Unfortunately, it is
impossible to obtain separately the values of the
and
parameters. However, it is possible to put some
restrictions on the values of
and
using rational
assumptions based on physical considerations and common sense. For
example, one can suppose that a larger number of flares have lower
amplitudes and shorter duration (
). So,
must be
larger, but
must be less than 0. From numerous values of
and
that satisfy these conditions, we must take
such values which will agree with the equation:
,
where b is a slope determined from the
SF. Note, that
of flares cannot be more than the time
corresponding to the beginning of the upper plateau in the
observed SF. Changing these parameters, one could perform a
series of Monte-Carlo light curve simulations. For each simulated
light curve, the SF was computed in the same manner as was done
for the observed light curve. The model SF is then given by the
mean of the N simulated SFs,
.
The
model error is given by the rms spread of the simulated model
population around the mean value at each time interval
,-
.
The quality of the model representation
of the observed SFs is estimated with a
,
which
is calculated:
The best fit parameters of the model are those for which the minimal
value of
is obtained. These parameters are given
in Table 3. In the first column of
Table 2 and Table 3 Vp+s for
Mkn 6 is the combined light curve from photoelectric and
spectral data.
| Band | dT | b | ||||||
| Mrk 6, log ( |
||||||||
| U | -1.70 | 0.25 | 0.2 | 0.01 | 800 | 0.77 | 0.75 | 0.17 |
| B | -1.59 | 0.18 | 0.2 | 0.01 | 1100 | 0.80 | 0.72 | 0.14 |
| V | -1.50 | 0.20 | 0.2 | 0.01 | 900 | 0.38 | 0.82 | 0.13 |
| Vp+s | -1.50 | 0.25 | 0.2 | 0.01 | 1000 | 0.87 | 0.90 | 0.12 |
| NGC 4151, log ( |
||||||||
| U, A | -1.47 | 0.45 | 0.10 | 0.01 | 20 | 0.76 | 1.36 | 0.17 |
| NGC 4151, log ( |
||||||||
| B, B | -1.70 | 0.25 | 0.25 | 0.01 | 800 | 0.77 | 0.74 | 0.06 |
| V, B | -1.60 | 0.17 | 0.20 | 0.01 | 800 | 0.64 | 0.72 | 0.06 |
| NGC 5548, log ( |
||||||||
| V | -1.65 | 0.32 | 0.01 | 0.001 | 250 | 1.90 | 0.92 | 0.08 |
The computed model SFs are also shown in Fig. 5 by heavy lines. Thin lines in Fig. 5 mark the rms of the SF computed from Monte-Carlo simulations for the best fit parameters. It seems that the resemblance between observations and the models is quite satisfactory.
The SF analysis shows that the power law portion of the SF
delineates the range of timescales for which the variations are
correlated. In order to facilitate comparison of the SFs in
different spectral bands the SFs can be normalized to the value
of
.
So, for Mrk 6 in the UBV bands,
normalized SFs on a logarithmic scale show a linear part in the
interval from
10 to
1300 days and a mean slope
.
The maximal time, when the SF reaches the upper
plateau, can be interpreted as the maximum time of correlated
behaviour of points in the light curve. In practice this time is
defined rather roughly and for Mrk 6 it is about 1300-3300 days. The full width of the autocorrelation function at a
zero correlation level is also equal to 3900 days, in agreement
with the time shift, where the upper plateau of SF begins. The
modelling light curves in the frame of such a simple Poisson model
shows that it can quite well reproduce the observed shape of the
Mrk 6 light curves with the probability of about a tenth
of a percent.
The SF of Mrk 6 was compared with UBV SFs of NGC 4151 (Czerny et al. 2003) and NGC 5548 (Doroshenko et al. 2001).
Lyuty (Lyuty & Doroshenko 1999) suggested to divide the light curve of NGC 4151 into two cycles of variability: before the deep minimum of brightness in 1989 - (Cycle A) and after that time - (Cycle B). The UBV SFs of NGC 4151 are noticeably different for these two periods of observations. The slopes are different for each cycle. This difference is particularly well seen in Fig. 6 and Table 2, where in the first column label A means Cycle A, and label B - Cycle B. It is possible that the difference SFs between Cycle A and B is caused by the increasing number of flares with larger amplitude and longer duration in Cycle B than in Cycle A.
The data from the AGNW-site by Internet
for NGC 5548 were added to the data in V band from
Doroshenko et al. (2001) and the Poisson model was
calculated for the combined data. Thus, the parameters for the SF of
NGC 5548 were defined more exactly than in the earlier
paper by Doroshenko et al. (2001). The SFs for
NGC 5548 can be described by a single slope in all bands.
The plateau of the SFs for NGC 4151 in Cycle B begins
at the time of about
,
whereas for
NGC 5548 it begins earlier, at
.
For Mrk 6 the slopes of the SFs in all bands are
similar within the error limits, and equal to
,
although there is a slight flattening at time
.
As is noted above, the time over which
the variations of brightness in Mrk 6 are not correlated
(upper plateau in the SF) is about 1300-3300 days.
Thus the observed SFs for these three SyGs have some differences both in the slope b and in the time when the upper plateau is reached. This time is maximal for Mrk 6 and minimal for NGC 4151 in Cycle A. Moreover, the observed SFs of some galaxies in differing epochs of observations can change (e.g. NGC 4151). The difference in the SFs for these three galaxies is more clearly illustrated in Fig. 6. As one can see from the fitting of observed SFs by the Poisson model (see Table 3), this difference can be connected with appearing and disappearing of the longest flares in the variable component of the galaxies.
![]() |
Figure 6: Comparison of the SRs for Mrk 6, NGC 4151 and NGC 5548. The observed SFs are shown by open circles. The best fit Poisson models are shown by heavy lines. Dashed-lines indicate uncertainty of the model SFs calculated from Monte-Carlo light curve simulations. The best fit parameters of the models are given in Table 3. |
The most attractive aspect of the Poisson model is its generality.
This model can include such different scenarios of the SyGs
variability as accretion disk instability and starburst models. In
disk instability models
can be related to the size of
the active zone in the accretion disk. In starburst models this
time can be connected to explosions of supernovae (SN) and the
time of SN remnant evolution. But the time derived from the
beginning of the upper plateau in the observed SFs is larger
than
of the flare determined from the fitted Poisson
models. This can be because by that the time of the beginning of
the upper plateau in the observed SF includes the far wings of
all previous flares, and it ought to use
derived from model fitting.
Indeed, in disk instability models the cold disk variability can
be related to the thermal timescale,
,
which depends on
assumptions about the properties of the accretion disk. In the classical
theory of accretion disks this timescale is connected to the mass
of a black hole
,
with the distance of the emission region from the
center, r, and with the standard disk viscosity parameter
.
In
practice, I used the formula from Collier & Peterson (2001):
Supposing that this time is associated with
of flares,
one can estimate the size of the unstable zone of accretion disk rand compare it with the radius where there is the onset of the
instability, i.e. with the extension of the radiation pressure
dominated zone.
The black hole mass for Mrk 6 can be estimated through
the "reverberation'' mass method (Wandel et al., 1999). According
to the spectral study of Mrk 6 by Sergeev et al. (1999),
the H
emission line width FWHM is 5540 km s-1 and the time delay
is about 18 days. Then
.
If the
thermal timescale (
)
is assumed to be equal to
days, according to the best fit Poisson model for Mrk 6,
then
.
The real value of
the viscosity parameter
is not known. Accepting
and 0.01 we obtain the estimations for the size of
the unstable zone in an accretion disk r from 330
to 70
,
respectively. In any case, we get quite reasonable values for
the size of the thermally unstable accretion disk.
Indeed, the simple estimation of the radiation pressure dominated
zone for a thin accretion disk was given by Shakura & Sunyaev
(1973). More accurate descriptions of the disk vertical
structure according to the calculation made by Czerny et al.
(1999) has shown that the instability can start at
200
,
and at 150
the entire disk become
thermally unstable. So, the thermal instability of the accretion disk
is capable of explaining the long-term optical variability.
The photometric study of Mrk 6 from 1970-2001 has shown that:
Acknowledgements
I would like to thank Dr. Sergeev for his permission to use the program package for data analysis. This research is supported by the grant RBRF (Russian Foundation for Basic Research) No. 00-12-16272.
| JD | U | B | V | |||
| 24400000+ | ||||||
| 06450.530 | 14.82 | 0.08 | 14.93 | 0.02 | 13.88 | 0.02 |
| 06467.427 | 14.94 | 0.08 | 14.88 | 0.03 | 13.94 | 0.02 |
| 06450.530 | 14.82 | 0.08 | 14.93 | 0.02 | 13.88 | 0.02 |
| 06466.435 | - | - | 14.99 | 0.03 | 13.92 | 0.02 |
| 06467.427 | 14.94 | 0.08 | 14.88 | 0.03 | 13.94 | 0.02 |
| 06468.392 | 14.97 | 0.10 | 14.93 | 0.05 | 13.95 | 0.03 |
| 06469.404 | 14.90 | 0.09 | 14.89 | 0.05 | 13.88 | 0.03 |
| 06496.330 | 14.75 | 0.10 | 14.97 | 0.04 | 13.90 | 0.02 |
| 06503.346 | 15.14 | 0.09 | 14.97 | 0.03 | 13.95 | 0.01 |
| 06504.372 | 15.07 | 0.09 | 14.97 | 0.03 | 13.97 | 0.02 |
| 06522.313 | 14.95 | 0.14 | 14.90 | 0.03 | 13.88 | 0.03 |
| 06523.310 | 14.72 | 0.18 | 14.93 | 0.06 | 13.93 | 0.04 |
| 06525.311 | 14.78 | 0.16 | 14.99 | 0.06 | 13.83 | 0.02 |
| 06526.317 | 14.67 | 0.10 | 14.76 | 0.04 | 13.83 | 0.02 |
| 06527.308 | 14.41 | 0.11 | 14.69 | 0.06 | 13.79 | 0.02 |
| 06613.353 | 14.50 | 0.31 | 14.85 | 0.10 | 13.79 | 0.06 |
| 06912.318 | 15.07 | 0.26 | 15.02 | 0.10 | 14.05 | 0.05 |
| 07061.540 | 14.74 | 0.14 | 14.90 | 0.05 | 13.93 | 0.03 |
| 07062.448 | 14.93 | 0.10 | 15.01 | 0.04 | 13.99 | 0.03 |
| 07096.484 | 14.70 | 0.10 | 14.79 | 0.04 | 13.90 | 0.03 |
| 07205.393 | 14.93 | 0.13 | 14.93 | 0.05 | 13.98 | 0.03 |
| 07207.435 | 14.70 | 0.08 | 14.82 | 0.05 | 13.90 | 0.03 |
| 07266.309 | 14.63 | 0.11 | 14.99 | 0.04 | 13.91 | 0.02 |
| 07479.319 | 14.75 | 0.19 | 14.98 | 0.06 | 13.97 | 0.03 |
| 07569.495 | 14.93 | 0.08 | 14.84 | 0.04 | 13.85 | 0.02 |
| 07591.597 | - | - | 14.92 | 0.05 | 13.85 | 0.03 |
| 07615.423 | 15.00 | 0.21 | 14.91 | 0.05 | 13.82 | 0.03 |
| 07620.316 | 14.91 | 0.18 | 14.98 | 0.05 | 13.88 | 0.02 |
| 07650.337 | 14.66 | 0.19 | 14.82 | 0.06 | 13.85 | 0.03 |
| 07916.465 | 14.46 | 0.03 | 14.64 | 0.02 | 13.75 | 0.01 |
| 07918.406 | 14.53 | 0.03 | 14.67 | 0.02 | 13.73 | 0.01 |
| 07944.386 | 14.37 | 0.04 | 14.59 | 0.02 | 13.69 | 0.02 |
| 07948.347 | 14.43 | 0.06 | 14.57 | 0.02 | 13.67 | 0.02 |
| 07949.295 | 14.39 | 0.04 | 14.54 | 0.02 | 13.65 | 0.01 |
| 07967.293 | 14.52 | 0.04 | 14.64 | 0.02 | 13.68 | 0.01 |
| 07968.380 | 14.34 | 0.05 | 14.59 | 0.02 | 13.68 | 0.02 |
| 07970.440 | 14.66 | 0.06 | 14.65 | 0.02 | 13.70 | 0.02 |
| 07971.528 | 14.40 | 0.06 | 14.63 | 0.03 | 13.71 | 0.02 |
| 07981.393 | 14.40 | 0.04 | 14.62 | 0.03 | 13.75 | 0.02 |
| 08026.333 | 14.64 | 0.09 | 14.59 | 0.03 | 13.68 | 0.02 |
| 08027.317 | 14.32 | 0.06 | 14.61 | 0.02 | 13.69 | 0.02 |
| 08032.323 | 14.28 | 0.06 | 14.67 | 0.03 | 13.78 | 0.02 |
| 08211.545 | 14.50 | 0.03 | 14.68 | 0.02 | 13.73 | 0.01 |
| 08222.476 | 14.52 | 0.04 | 14.70 | 0.02 | 13.75 | 0.01 |
| 08251.456 | 14.74 | 0.05 | 14.80 | 0.02 | 13.79 | 0.02 |
| 08274.299 | 14.68 | 0.04 | 14.83 | 0.02 | 13.80 | 0.01 |
| 08296.292 | - | 0.07 | 14.84 | 0.04 | 13.82 | 0.02 |
| 08297.319 | 14.87 | 0.05 | 14.87 | 0.02 | 13.86 | 0.01 |
| 08299.476 | 14.68 | 0.06 | 14.83 | 0.03 | 13.90 | 0.02 |
| 08327.285 | - | 0.06 | - | 0.02 | 13.94 | 0.02 |
| 08331.360 | 14.86 | 0.09 | 14.85 | 0.03 | 13.86 | 0.01 |
| 08510.458 | 14.75 | 0.07 | 14.87 | 0.03 | 13.82 | 0.02 |
| 08511.515 | 14.90 | 0.06 | 14.92 | 0.03 | 13.91 | 0.02 |
| 08512.469 | 14.80 | 0.08 | 14.94 | 0.02 | 13.83 | 0.01 |
| 08514.533 | 14.93 | 0.07 | 14.94 | 0.02 | 13.88 | 0.02 |
| 08515.469 | - | 0.04 | 14.86 | 0.03 | 13.82 | 0.03 |
| 08544.424 | 14.95 | 0.11 | 14.97 | 0.04 | 13.86 | 0.02 |
| 08983.443 | 14.95 | 0.06 | 14.81 | 0.02 | 13.83 | 0.02 |
| 09001.285 | 14.83 | 0.05 | 14.76 | 0.02 | 13.79 | 0.02 |
| 09031.232 | 14.76 | 0.06 | 14.86 | 0.02 | 13.84 | 0.02 |
| 09057.244 | 14.91 | 0.07 | 14.70 | 0.02 | 13.82 | 0.02 |
| 09059.329 | 14.75 | 0.06 | 14.74 | 0.02 | 13.79 | 0.03 |
| 09062.333 | 14.78 | 0.06 | 14.71 | 0.02 | 13.80 | 0.02 |
| 09100.291 | 14.34 | 0.04 | 14.65 | 0.02 | 13.73 | 0.02 |
| 09101.293 | 14.44 | 0.05 | 14.63 | 0.03 | 13.72 | 0.02 |
| 09252.569 | 14.34 | 0.03 | 14.58 | 0.02 | 13.63 | 0.02 |
| 09255.481 | 14.36 | 0.04 | 14.51 | 0.02 | 13.65 | 0.02 |
| 09273.455 | 14.43 | 0.07 | 14.58 | 0.02 | 13.65 | 0.02 |
| 09274.497 | 14.41 | 0.06 | 14.55 | 0.02 | 13.68 | 0.02 |
| 09275.499 | 14.38 | 0.05 | 14.55 | 0.02 | 13.72 | 0.02 |
| 09280.520 | 14.50 | 0.06 | 14.67 | 0.02 | 13.66 | 0.02 |
| 09329.422 | 14.42 | 0.04 | 14.51 | 0.02 | 13.65 | 0.02 |
| 09332.452 | 14.36 | 0.05 | 14.50 | 0.02 | 13.63 | 0.02 |
| 09341.381 | 14.20 | 0.04 | 14.47 | 0.02 | 13.60 | 0.02 |
| 09357.314 | 14.17 | 0.04 | 14.45 | 0.02 | 13.58 | 0.02 |
| 09359.346 | 14.29 | 0.03 | - | - | 13.62 | 0.02 |
| 09362.353 | 14.28 | 0.05 | 14.49 | 0.03 | 13.63 | 0.02 |
| 09665.403 | 14.32 | 0.03 | 14.55 | 0.02 | 13.64 | 0.02 |
| 09713.416 | 14.03 | 0.03 | 14.31 | 0.02 | 13.48 | 0.02 |
| 09716.549 | 14.17 | 0.04 | 14.39 | 0.02 | 13.53 | 0.02 |
| 09838.303 | 14.12 | 0.06 | 14.37 | 0.02 | 13.52 | 0.04 |
| 09839.340 | 14.17 | 0.04 | 14.39 | 0.02 | 13.56 | 0.02 |
| 09867.339 | 14.27 | 0.10 | 14.41 | 0.04 | 13.53 | 0.03 |
| 09871.354 | 14.19 | 0.09 | 14.43 | 0.04 | 13.57 | 0.02 |
| 09980.545 | 14.25 | 0.04 | 14.43 | 0.02 | 13.57 | 0.02 |
| 10008.477 | 14.14 | 0.04 | 14.38 | 0.02 | 13.60 | 0.02 |
| 10013.539 | 14.08 | 0.03 | 14.32 | 0.02 | 13.52 | 0.02 |
| 10015.517 | 14.10 | 0.04 | 14.31 | 0.02 | 13.50 | 0.02 |
| 10024.536 | 14.00 | 0.04 | 14.29 | 0.03 | 13.47 | 0.02 |
| 10047.459 | 14.04 | 0.03 | 14.30 | 0.02 | 13.47 | 0.02 |
| 10064.356 | 14.32 | 0.06 | 14.37 | 0.03 | 13.57 | 0.03 |
| 10069.455 | 14.08 | 0.02 | 14.36 | 0.02 | 13.56 | 0.02 |
| 10092.226 | 14.23 | 0.03 | 14.36 | 0.02 | 13.54 | 0.02 |
| 10094.299 | 14.29 | 0.02 | 14.36 | 0.02 | 13.50 | 0.02 |
| 10096.328 | 14.16 | 0.02 | 14.37 | 0.02 | 13.54 | 0.02 |
| 10102.372 | 14.08 | 0.04 | 14.35 | 0.04 | 13.52 | 0.02 |
| 10133.263 | 14.10 | 0.03 | 14.35 | 0.02 | 13.58 | 0.02 |
| 10135.304 | 14.08 | 0.04 | 14.33 | 0.03 | 13.49 | 0.02 |
| 10139.458 | 14.17 | 0.03 | 14.35 | 0.02 | 13.51 | 0.02 |
| 10156.344 | 14.08 | 0.03 | 14.32 | 0.02 | 13.50 | 0.02 |
| 10159.319 | 14.00 | 0.03 | 14.26 | 0.02 | 13.46 | 0.02 |
| 10212.293 | 14.22 | 0.07 | 14.47 | 0.04 | 13.64 | 0.03 |
| 10213.298 | 14.30 | 0.10 | 14.49 | 0.04 | 13.67 | 0.03 |
| 10218.314 | 14.35 | 0.13 | 14.56 | 0.04 | 13.65 | 0.03 |
| 10222.306 | 14.41 | 0.10 | 14.58 | 0.04 | 13.62 | 0.02 |
| 10364.541 | 14.08 | 0.04 | 14.43 | 0.03 | 13.53 | 0.03 |
| 10372.472 | 14.06 | 0.04 | 14.30 | 0.02 | 13.52 | 0.02 |
| 10392.506 | 14.14 | 0.07 | 14.37 | 0.03 | 13.50 | 0.02 |
| 10395.448 | 14.13 | 0.05 | 14.41 | 0.03 | 13.56 | 0.02 |
| 10401.460 | 14.12 | 0.06 | 14.33 | 0.03 | 13.54 | 0.02 |
| 10403.402 | 14.11 | 0.04 | 14.34 | 0.03 | 13.49 | 0.02 |
| 10404.492 | 13.96 | 0.12 | 14.35 | 0.01 | 13.48 | 0.02 |
| 10406.508 | 14.11 | 0.04 | 14.34 | 0.02 | 13.50 | 0.01 |
| 10408.590 | 14.12 | 0.04 | 14.36 | 0.02 | 13.52 | 0.01 |
| 10430.377 | 14.21 | 0.03 | 14.43 | 0.01 | 13.58 | 0.02 |
| 10461.556 | 14.45 | 0.04 | 14.54 | 0.02 | 13.65 | 0.02 |
| 10483.480 | 14.31 | 0.06 | 14.48 | 0.02 | 13.57 | 0.02 |
| 10484.449 | 14.32 | 0.05 | 14.48 | 0.01 | 13.57 | 0.01 |
| 10487.366 | 14.34 | 0.07 | 14.47 | 0.02 | 13.59 | 0.02 |
| 10491.438 | 14.32 | 0.06 | 14.46 | 0.02 | 13.58 | 0.02 |
| 10509.384 | 14.38 | 0.05 | 14.52 | 0.02 | 13.61 | 0.02 |
| 10510.390 | 14.39 | 0.05 | 14.53 | 0.02 | 13.61 | 0.02 |
| 10511.354 | 14.44 | 0.05 | 14.52 | 0.02 | 13.67 | 0.02 |
| 10518.431 | 14.41 | 0.04 | 14.60 | 0.02 | 13.69 | 0.01 |
| 10519.426 | 14.37 | 0.05 | 14.56 | 0.01 | 13.67 | 0.02 |
| 10521.383 | 14.35 | 0.05 | 14.59 | 0.02 | 13.66 | 0.02 |
| 10522.434 | 14.43 | 0.07 | 14.59 | 0.02 | 13.69 | 0.02 |
| 10541.385 | 14.49 | 0.06 | 14.60 | 0.02 | 13.73 | 0.02 |
| 10543.296 | 14.55 | 0.09 | 14.62 | 0.03 | 13.73 | 0.02 |
| 10566.303 | 14.38 | 0.09 | 14.57 | 0.03 | 13.59 | 0.02 |
| 10569.338 | 14.40 | 0.08 | 14.62 | 0.02 | 13.68 | 0.02 |
| 10574.291 | 14.54 | 0.10 | 14.68 | 0.04 | 13.70 | 0.02 |
| 10580.382 | 14.72 | 0.27 | 14.76 | 0.03 | 13.71 | 0.03 |
| 10597.323 | 14.56 | 0.12 | 14.70 | 0.03 | 13.70 | 0.03 |
| 10697.563 | 14.47 | 0.08 | 14.78 | 0.03 | 13.63 | 0.01 |
| 10705.558 | 14.34 | 0.06 | 14.54 | 0.02 | 13.67 | 0.02 |
| 10755.534 | 14.31 | 0.06 | 14.53 | 0.02 | 13.61 | 0.02 |
| 10758.571 | 14.39 | 0.05 | 14.57 | 0.02 | 13.63 | 0.01 |
| 10760.529 | 14.35 | 0.05 | 14.54 | 0.02 | 13.64 | 0.02 |
| 10761.512 | 14.34 | 0.04 | 14.54 | 0.02 | 13.61 | 0.02 |
| 10762.567 | 14.31 | 0.06 | 14.51 | 0.02 | 13.61 | 0.02 |
| 10801.266 | 14.34 | 0.05 | 14.62 | 0.01 | 13.64 | 0.02 |
| 10811.590 | 14.55 | 0.08 | 14.63 | 0.03 | 13.75 | 0.04 |
| 10817.358 | 14.54 | 0.06 | 14.64 | 0.01 | 13.69 | 0.02 |
| 10863.371 | 14.29 | 0.05 | 14.48 | 0.02 | 13.58 | 0.02 |
| 10866.379 | 14.34 | 0.06 | 14.49 | 0.02 | 13.60 | 0.02 |
| 10867.423 | 14.29 | 0.07 | 14.49 | 0.02 | 13.60 | 0.02 |
| 10868.418 | 14.24 | 0.05 | 14.50 | 0.02 | 13.59 | 0.02 |
| 10869.470 | 14.42 | 0.12 | 14.56 | 0.04 | 13.60 | 0.02 |
| 10873.404 | 14.33 | 0.05 | 14.48 | 0.01 | 13.59 | 0.01 |
| 10874.292 | 14.27 | 0.05 | 14.48 | 0.03 | 13.60 | 0.02 |
| 10876.429 | 14.25 | 0.08 | 14.49 | 0.02 | 13.64 | 0.02 |
| 10957.366 | 14.51 | 0.14 | 14.74 | 0.03 | 13.72 | 0.03 |
| 10960.357 | - | - | - | - | 13.77 | 0.04 |
| 10994.457 | 14.54 | 0.17 | 14.56 | 0.04 | 13.68 | 0.04 |
| 11044.386 | 14.38 | 0.17 | 14.61 | 0.03 | 13.69 | 0.03 |
| 11050.526 | 14.43 | 0.06 | 14.59 | 0.02 | 13.68 | 0.02 |
| 11076.442 | 14.42 | 0.12 | 14.52 | 0.03 | 13.66 | 0.03 |
| 11088.472 | 14.27 | 0.07 | 14.56 | 0.02 | 13.70 | 0.02 |
| 11105.548 | 14.30 | 0.05 | 14.51 | 0.02 | 13.58 | 0.01 |
| 11110.578 | 14.45 | 0.05 | 14.51 | 0.02 | 13.65 | 0.02 |
| 11111.576 | 14.35 | 0.04 | 14.51 | 0.02 | 13.64 | 0.02 |
| 11141.472 | 14.28 | 0.06 | 14.67 | 0.02 | 13.72 | 0.03 |
| 11163.485 | 14.32 | 0.07 | 14.56 | 0.02 | 13.66 | 0.01 |
| 11164.312 | 14.44 | 0.07 | 14.58 | 0.02 | 13.61 | 0.02 |
| 11176.579 | 14.33 | 0.04 | 14.54 | 0.02 | 13.68 | 0.02 |
| 11192.379 | 14.33 | 0.09 | 14.54 | 0.03 | 13.65 | 0.02 |
| 11197.262 | 14.28 | 0.07 | 14.54 | 0.02 | 13.64 | 0.02 |
| 11199.347 | 14.48 | 0.06 | 14.73 | 0.02 | 13.73 | 0.02 |
| 11261.492 | 14.29 | 0.09 | 14.44 | 0.03 | 13.54 | 0.02 |
| 11274.312 | 14.16 | 0.07 | 14.37 | 0.02 | 13.54 | 0.02 |
| 11277.351 | - | - | 14.36 | 0.04 | 13.49 | 0.02 |
| 11279.287 | 14.18 | 0.07 | 14.41 | 0.03 | 13.57 | 0.02 |
| 11281.311 | 14.22 | 0.09 | 14.40 | 0.02 | 13.54 | 0.03 |
| 11306.389 | 14.61 | 0.16 | 14.61 | 0.03 | 13.66 | 0.02 |
| 11309.299 | 14.67 | 0.14 | 14.50 | 0.03 | 13.63 | 0.02 |
| 11346.385 | 14.57 | 0.12 | 14.69 | 0.02 | 13.72 | 0.03 |
| 11400.535 | 14.52 | 0.10 | 14.79 | 0.04 | 13.75 | 0.04 |
| 11407.529 | 14.47 | 0.12 | 14.63 | 0.03 | 13.73 | 0.02 |
| 11409.537 | 14.49 | 0.18 | 14.68 | 0.02 | 13.75 | 0.03 |
| 11454.556 | 14.21 | 0.12 | 14.56 | 0.03 | 13.65 | 0.02 |
| 11467.489 | 14.67 | 0.07 | 14.63 | 0.01 | 13.70 | 0.02 |
| 11488.604 | 14.39 | 0.05 | 14.64 | 0.02 | 13.72 | 0.02 |
| 11493.345 | 14.43 | 0.05 | 14.65 | 0.02 | 13.69 | 0.02 |
| 11522.551 | 14.62 | 0.06 | 14.68 | 0.02 | 13.77 | 0.02 |
| 11524.572 | 14.68 | 0.08 | 14.57 | 0.07 | 13.71 | 0.04 |
| 11525.456 | 14.52 | 0.09 | 14.71 | 0.02 | 13.72 | 0.02 |
| 11550.551 | 14.65 | 0.07 | 14.76 | 0.02 | 13.85 | 0.03 |
| 11557.268 | 14.87 | 0.12 | 14.80 | 0.04 | 13.76 | 0.02 |
| 11581.388 | 14.64 | 0.08 | 14.75 | 0.03 | 13.78 | 0.02 |
| 11586.449 | - | - | 14.74 | 0.02 | 13.78 | 0.02 |
| 11587.454 | 14.74 | 0.11 | 14.71 | 0.03 | 13.77 | 0.03 |
| 11588.520 | 14.76 | 0.12 | 14.76 | 0.03 | 13.74 | 0.02 |
| 11598.256 | 14.60 | 0.08 | 14.70 | 0.02 | 13.76 | 0.03 |
| 11603.289 | 14.59 | 0.08 | 14.75 | 0.02 | 13.74 | 0.03 |
| 11605.451 | 14.49 | 0.08 | 14.64 | 0.02 | 13.72 | 0.02 |
| 11608.346 | 14.56 | 0.08 | 14.65 | 0.02 | 13.79 | 0.02 |
| 11612.357 | 14.57 | 0.07 | 14.61 | 0.02 | 13.72 | 0.02 |
| 11628.320 | 14.26 | 0.08 | 14.54 | 0.03 | 13.66 | 0.02 |
| 11632.331 | 14.39 | 0.10 | 14.68 | 0.04 | 13.84 | 0.04 |
| 11661.288 | 14.36 | 0.07 | 14.62 | 0.03 | 13.70 | 0.02 |
| 11788.536 | 14.56 | 0.19 | 14.56 | 0.03 | 13.67 | 0.03 |
| 11817.533 | 14.28 | 0.08 | 14.59 | 0.02 | 13.63 | 0.03 |
| 11818.554 | 14.39 | 0.11 | 14.57 | 0.03 | 13.69 | 0.02 |
| 11842.467 | 14.50 | 0.10 | 14.66 | 0.03 | 13.71 | 0.03 |
| 11842.478 | 14.24 | 0.07 | 14.58 | 0.03 | 13.61 | 0.02 |
| 11843.566 | 14.65 | 0.11 | 14.74 | 0.02 | 13.66 | 0.09 |
| 11847.579 | 14.91 | 0.19 | 14.70 | 0.04 | 13.79 | 0.02 |
| 11853.538 | 14.72 | 0.13 | 14.70 | 0.03 | 13.72 | 0.02 |
| 11866.410 | 14.50 | 0.12 | 14.63 | 0.04 | 13.68 | 0.03 |
| 11867.322 | 14.36 | 0.07 | 14.66 | 0.03 | 13.72 | 0.03 |
| 11868.372 | 14.43 | 0.08 | 14.60 | 0.02 | 13.70 | 0.02 |
| 11879.262 | 14.62 | 0.10 | 14.62 | 0.02 | 13.71 | 0.03 |
| 11882.481 | 14.54 | 0.09 | 14.66 | 0.03 | 13.77 | 0.02 |
| 11901.483 | 14.42 | 0.08 | 14.70 | 0.02 | 13.77 | 0.02 |
| 11902.268 | 14.40 | 0.07 | 14.65 | 0.03 | 13.66 | 0.02 |
| 11912.512 | 14.54 | 0.05 | 14.66 | 0.02 | 13.72 | 0.02 |
| 11926.285 | 14.70 | 0.08 | 14.95 | 0.03 | 13.79 | 0.02 |
| 11932.492 | 14.64 | 0.10 | 14.76 | 0.03 | 13.75 | 0.03 |
| 11934.263 | 14.50 | 0.06 | 14.96 | 0.03 | 13.86 | 0.03 |
| 11986.477 | 15.07 | 0.47 | 14.77 | 0.03 | 13.85 | 0.03 |
| 12072.346 | 14.42 | 0.26 | 14.83 | 0.08 | 13.68 | 0.04 |
| 12139.542 | - | - | 14.90 | 0.08 | 13.83 | 0.04 |
| 12144.539 | 14.64 | 0.17 | 14.77 | 0.05 | 13.77 | 0.03 |
| 12147.519 | 14.62 | 0.13 | 14.77 | 0.02 | 13.84 | 0.03 |
| 12166.514 | 14.66 | 0.11 | 14.79 | 0.03 | 13.77 | 0.02 |
| 12199.562 | 14.64 | 0.07 | 14.80 | 0.03 | 13.83 | 0.02 |
| 12201.446 | 14.67 | 0.10 | 14.83 | 0.03 | 13.85 | 0.02 |
| 12208.511 | 14.78 | 0.11 | 14.91 | 0.03 | 13.91 | 0.03 |
| 12210.596 | 14.83 | 0.15 | 14.81 | 0.02 | 13.83 | 0.02 |
| 12223.392 | 14.65 | 0.07 | 14.79 | 0.03 | 13.80 | 0.03 |
| 12225.340 | 14.66 | 0.08 | 14.81 | 0.03 | 13.80 | 0.02 |
| 12231.506 | 14.69 | 0.11 | 14.82 | 0.02 | 13.84 | 0.02 |
| 12264.468 | 14.51 | 0.27 | 14.84 | 0.02 | 13.84 | 0.03 |
| 12265.524 | 15.01 | 0.16 | 14.94 | 0.04 | 13.91 | 0.03 |
| 12307.283 | 14.81 | 0.15 | 14.92 | 0.03 | 13.91 | 0.02 |
| 12309.329 | 14.92 | 0.10 | 15.03 | 0.04 | 13.92 | 0.03 |
| 12309.341 | 14.82 | 0.12 | 15.00 | 0.02 | 13.92 | 0.03 |
| 12310.401 | 14.66 | 0.09 | 14.90 | 0.03 | 13.98 | 0.03 |
| 12313.426 | 14.92 | 0.12 | 14.89 | 0.03 | 13.93 | 0.03 |
| 12321.387 | 14.82 | 0.12 | 14.83 | 0.03 | 13.83 | 0.02 |
| 12324.399 | 15.04 | 0.12 | 14.90 | 0.03 | 13.84 | 0.03 |
| 12336.249 | 14.97 | 0.16 | 14.84 | 0.03 | 13.90 | 0.03 |
| 12342.469 | 14.62 | 0.07 | 15.01 | 0.03 | 13.92 | 0.03 |
| 12343.372 | 14.95 | 0.10 | 15.11 | 0.06 | 14.04 | 0.04 |
| 12346.388 | 15.12 | 0.20 | 14.99 | 0.04 | 13.90 | 0.02 |
| 12348.279 | 14.92 | 0.13 | 14.93 | 0.03 | 13.93 | 0.03 |
| 12349.388 | 15.19 | 0.25 | 14.89 | 0.04 | 13.90 | 0.03 |
| 12369.276 | 14.64 | 0.10 | 14.90 | 0.03 | 13.82 | 0.04 |