A&A 476, 243-253 (2007)
DOI: 10.1051/0004-6361:20078445
M. Salaris1 - E. V. Held2 - S. Ortolani3 - M. Gullieuszik2 - Y. Momany2
1 -
Astrophysics Research Institute, Liverpool John Moores
University, Twelve Quays House, Egerton Wharf Birkenhead
CH41, 1LD, UK
2 -
Osservatorio Astronomico di Padova, INAF,
vicolo dell'Osservatorio 5, 35122 Padova, Italy
3 -
Dipartimento di Astronomia, Università di Padova,
vicolo dell'Osservatorio 3, 35122 Padova, Italy
Received 8 August 2007 / Accepted 3 October 2007
Abstract
Context. The Galactic globular cluster 47 Tucanae is central to studies of Galaxy formation, and a test-bed for theoretical models, distance determination and extragalactic age-dating techniques. Independent parallax-based distance determinations in the optical spectral range provide discrepant results; also, star counts along the Red Giant Branch from optical data have disclosed a worrying disagreement with theoretical predictions, that impacts not only the theory of red giant stars, but also the calibration of the age scale of extragalactic systems.
Aims. Our new near-infrared data for 47 Tuc set constraints on its distance and test the reliability of theoretical red giant branch star counts, independently of previous conclusions from optical work.
Methods. We have obtained deep near-infrared imaging of 47 Tuc using SOFI at the ESO New Technology Telescope. Colour-magnitude diagrams, isochrones and synthetic horizontal branch modelling have been used to determine the distance of 47 Tuc and constrain its age. We have also constructed a luminosity function of red giant stars, which has been compared with theoretical predictions of stellar evolution models.
Results. We obtain a distance
,
for [Fe/H
and
.
This supports the shorter end of the range of distances obtained from optical studies. The mean horizontal branch star mass is between 0.65 and 0.66
,
and its 1
Gaussian dispersion is between 0.010 and 0.012
.
The cluster age can only be approximately estimated from the data, and is between
10 and
13 Gyr. The luminosity function of red giant branch (and early-asymptotic giant branch) stars does not show a statistically significant discrepancy with theory. The brightness of the red giant branch bump in the near-infrared is possibly fainter than the models, although the uncertainty on the spectroscopic metallicity and age prevents to reach a firm conclusion on this issue.
Key words: globular clusters: individual: 47 Tuc - infrared: stars - stars: distances - stars: luminosity function, mass function - stars: population II
The metal-rich globular cluster 47 Tucanae (NGC 104) has played and continues to play a fundamental role in both Galactic and extragalactic studies. First of all, 47 Tuc belongs to the "thick disk'' population of Galactic globular clusters (GCs), and the comparison of its age with that of the more metal-poor "halo'' GCs and the oldest "thin disk'' open clusters provides clues about the timescale for the formation of the Galactic stellar populations (Salaris & Weiss 1998; Liu & Chaboyer 2000; Salaris et al. 2004b; VandenBerg 2000). It also provides the zero point for the age determination of "bulge'' GCs, since their ages are most reliably determined from the differential comparison of their colour-magnitude diagrams (CMDs) with that of 47 Tuc (Ortolani et al. 1995). Moreover, 47 Tuc has been used as test-bed to compare different distance determination methods (such as white dwarf-fitting, main sequence-fitting, red clump method; see, e.g., Zoccali et al. 2001; Percival et al. 2002, and references therein) employed to calibrate the Galactic and extragalactic distance scale.
The integrated properties of 47 Tuc play an important role for
testing methods to estimate the mean age and metallicity of extragalactic systems.
To derive reliable information about
stellar age and metallicity from the integrated light of unresolved galaxies one must overcome the
age-metallicity degeneracy, which
affects both integrated colours and absorption-line strengths (Worthey 1994).
Age-dating techniques based on the Balmer lines (Jones & Worthey 1995) have
shown great promise in breaking this degeneracy, but they need to be tested on
Galactic GCs for which independent
age estimates based on their resolved stellar populations are possible.
Gibson et al. (1999) applied the
H
-Fe4668 line indices diagram to the determination of
the age of 47 Tuc from its integrated spectrum, obtaining an age well in excess of 20 Gyr, much larger than
CMD ages, currently estimated in the range 11-13 Gyr.
Vazdekis et al. (2001) and Schiavon et al. (2002) have investigated this issue in detail.
In their analysis of the problem, Schiavon et al. (2002) compared the observed
differential luminosity function (star counts as a function of magnitude - LF) of the cluster's stars,
with theoretical counterparts from different authors; this comparison disclosed
a worrying discrepancy along the upper red giant branch (RGB) that,
according to the authors,
could be one of the main causes of the spectroscopic-CMD age problem.
The predicted number of RGB stars above the horizontal branch appears to be about a factor of 2 lower than observed.
This discrepancy found by Schiavon et al. (2002)
adds to the discrepancy between predicted and observed values of the quantity
(ratio between
star counts across the RGB bump and fainter RGB stars)
introduced by Bono et al. (2001). The observed value of
for 47 Tuc is more than 2
larger than
the theoretical predictions, whereas for almost all other clusters in
the sample of Bono et al. (2001)
no significant disagreement is found.
Given that the luminosity function of RGB stars tests the composition stratification above
the outward moving thin H-shell (Cassisi et al. 2002; Renzini & Fusi Pecci 1988), differences
between predicted and observed RGB luminosity functions may be caused by
additional physics (e.g. rotation and/or additional element transport mechanisms)
not included in the model computations.
In this paper we present the deepest to date near-infrared (near-IR) CMD of 47 Tuc, in
the 2MASS
system; its well populated RGB allows us
to reassess the extent of the disagreement between observed and predicted star counts along the cluster RGB.
Apart from minimising the effect of extinction, the advantage of using near-IR filters is that they
bracket the spectral region of maximum flux density for RGB stars, plus the bolometric
corrections are essentially unaffected by the star chemical composition.
We also provide a new estimate of the
cluster distance and mean mass loss along the RGB, by fitting synthetic horizontal branch (HB) models
to the observed counterpart. Constraints on the cluster age from the Turn Off region of the CMD will also
be discussed.
The whole theoretical analysis has been performed employing the recent and widely used BaSTI library of stellar models
and isochrones by Pietrinferni et al. (2006,2004).
The paper is structured as follows. Section 2 describes the observations and data reduction procedures, while the observed CMD and luminosity function are presented in Sect. 3. Section 4 compares the CMD with theoretical isochrones and presents a determination of the cluster distance and age. The comparison of observed and predicted star counts is performed in Sect. 5, followed in Sect. 6 by a summary of the results and conclusions.
Near infrared
observations of 47 Tuc were carried out on Nov. 12, 2000 under stable photometric conditions and seeing <0.9 arcsec.
We used the SOFI infrared camera mounted at the ESO/NTT, equipped with
a Hawaii HgCdTe
pixels array detector. The large
field mode with
pixel was used for all observations, yielding a
field-of-view.
The readout mode was Double Correlated Read, with a readout noise 2.1 ADU and gain 5.53 e-/ADU.
Table 1: The journal of observations of 47 Tuc.
Table 1 reports the journal of observations of 47 Tuc.
We obtained deep and shallow imaging to increase the dynamic range
of our observations, in order to measure bright red giant branch
(RGB) stars as well as faint stars below the
main sequence (MS) turnoff (TO).
However, despite using for the shallow images the
shortest detector integration time (DIT) permitted by the
instrument, the brightest RGB stars were saturated.
The deep exposures were obtained about
off the cluster
centre to avoid the most crowded regions, while the offset was somewhat
smaller for the shallow exposures. A typical observing
sequence in each filter consists of 3 images of 47 Tuc interspersed with
3 frames on offset sky positions.
The center of our 47 Tuc pointings is given in Table 1,
together with the number of images in each filter (3 dithered images
were obtained in each of the
filters), and on-target
total exposure times given as the product of DIT
NDIT (the
number of integrations co-added before readout).
Observations of 4 standard stars from Persson et al. (1998) were obtained on the same night as the 47 Tuc data for calibration purposes.
Our pre-reduction, photometry, and calibration procedures are similar to those used by Momany et al. (2003) in a deep near-infrared study of the globular cluster NGC 6528, using a similar data set and the same observing strategy. We only briefly comment here on the reduction process, and refer the reader to that study for details. In short, for each set of 47 Tuc images, a median background frame was created from the 3 sky frames scaled to a common level, and subtracted from the individual science images. The background-subtracted images were flat-fielded and cleaned using master flat-fields, filter-dependent illumination corrections, and bad pixel masks available from the ESO SOFI webpages.
Point-spread-function (PSF) fitting stellar photometry was
individually carried out on the shallow and deep images using the
DAOPHOT II and ALLFRAME (e.g., Stetson 1994). We derived
an independent PSF for each image by picking a number of bright and
isolated stars; the final PSFs were generated with a "Penny'' function
and quadratic dependence on the position on the frame.
Following the standard ALLFRAME procedure, the 9 deep and 9 shallow images were aligned and combined to obtain a median image,
upon which a master list was generated, containing accurate positions of
bright and faint stars on the same coordinate system. Using ALLFRAME with that master list, we finally obtained 2 catalogues (separately for the deep and shallow photometry) by matching the J, H, and
photometry files.
Our near-IR calibration techniques are described in some detail by
Gullieuszik et al. (2007), and will be only briefly reviewed here.
For each standard star, aperture photometry with increasing aperture
radii was used to construct growth curves out to a
radius.
The aperture magnitudes of standard stars were normalised to 1s exposure
time and zero airmass to derive the zero points and colour terms of the
calibration equations (given in Gullieuszik et al. 2007).
The calibration equations thus obtained were applied to calibrate the
shallow catalogue, after correction of the magnitude scale using
aperture photometry of a subset of clean, isolated stars on the best
science image in each band. The deep photometry was calibrated by
adjusting the instrumental magnitudes onto the zero point of the shallow photometry, using stars in common between the two catalogues.
As a check of our independent photometric calibration, we compare in Fig. 1 our shallow photometry of 47 Tuc with the 2MASS magnitudes for stars in common (Skrutskie et al. 2006). Figure 1 shows that our photometry on the LCO system of Persson et al. (1998) is, for all practical purposes, coincident with the 2MASS system. In fact, no meaningful shifts nor residual colour terms are noticed between the two systems.
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Figure 1:
A comparison between our
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Figure 2: The photometric errors derived from artificial star experiments on the shallow images, plotted as a function of the magnitude of the retrieved stars. Small dots are the differences between the measured and input magnitudes of artificial stars. The filled squares with the error bars represent the mean and standard deviation of the error distribution in 0.5 mag bins. |
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Figure 3: The completeness of our shallow data as measured from the artificial star experiments. Note the incompleteness in the photometry of bright stars close to saturation. |
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In order to quantify the errors and incompleteness affecting the
K-band luminosity function of red giant stars, we performed artificial
star experiments on our shallow photometry of 47 Tuc. Artificial stars
were added to all individual images in the shallow data set in 10 test
runs.
In each image 470 stars were added, spatially distributed on a
grid such that the minimum distance between two artificial stars is
50 pixels, which is much
larger than the PSF diameter (
14 pixels).
This procedure
maximizes the number of simulated stars without increasing the crowding
of the frames. The input colours and magnitudes of the simulated stars
were generated following the RGB ridge line of 47 Tuc
between
and
.
The frames including the artificial stars were then reduced,
analysed, and calibrated following the same procedures as for the
science frames, and the resulting photometry compared with the input
catalogue.
The difference between the the input and output magnitudes is shown
in Fig. 2.
The completeness levels, estimated by comparing the number of retrieved
stars to the total number of simulated stars, are shown in
Fig. 3. Our photometry is clearly complete in the
magnitude range
.
The completeness drops smoothly at
,
reflecting the loss of faint stars. The completeness of our
photometry is also limited on the bright side by saturation (
).
The number of input artificial stars in each magnitude bin is
at least 200, which implies for the less complete (faintest) bins a 0.05
formal Poisson uncertainty on the measured completeness.
The CMDs of 47 Tuc obtained from our
catalogues are shown in Figs. 4 and 5.
These are the deepest near-infrared CMDs published so far for 47 Tuc,
reaching
2 mag below the main-sequence turnoff in the
band.
Saturation prevented photometry of the brightest
RGB stars near the RGB tip; however these have been discussed in
the literature (see, e.g., Valenti et al. 2004a).
For both diagrams, we have plotted stars having
.
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Figure 4:
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Figure 5:
Same as Fig. 4, but for
the
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The width of the RGB is consistent with the photometric errors
shown in Fig. 2. The MS is also quite broad, due to the
increasingly large photometric error of the deep catalogue near
.
When attempting to determine a fiducial line to use for the
determination of the turnoff position, we found that colour histograms
along the MS only show a broad peak in their distribution. Due to the
impossibility of defining the exact TO location with high precision, we
prefer to use the thickness of the subgiant branch (SGB) to
constrain the age from comparisons with theoretical isochrones.
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Figure 6:
Observed RGB |
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The displayed LF does not show the presence of the RGB bump, which is in fact
located at a brightness that overlaps with the HB.
To determine its exact position, we have selected the RGB stars
populating our CMD as shown in Fig. 7. The RGB sequence is
well delineated and allows for a clear separation from HB and AGB
objects. Both differential and cumulative (number of stars brighter than
,
as a function of
)
LF of the RGB stars have been computed
(Fig. 8).
A peak in the differential LF and a slope change in the cumulative LF
(Fusi Pecci et al. 1990) mark the position of the bump. Our final
determination of the magnitude of the RGB bump in 47 Tuc in shown in
Fig. 8.
The RGB bump location was estimated by measuring the median of
the unbinned data around the RGB-bump peak. We find
and
.
An internal measurement error
0.02 mag was obtained by varying the magnitude interval used for
computing the median (this is more conservative than, e.g., using the
formal error of a Gaussian fit to the peak). The total uncertainty on
the RGB bump location, including a 0.02 mag error on the photometric
zero points, is 0.03 mag.
Cho & Lee (2002) determined from 2MASS data
,
in agreement within the errors with our estimate. The same value
(but with an error bar of
0.05 mag) is obtained from the results
of Ferraro et al. (2000), transferred to the 2MASS system using
Valenti et al. (2004b).
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Figure 7:
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Figure 8:
Measurement of the |
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To compare theory with the observed cluster CMDs we made use of the
extensive BaSTI database of stellar models and isochrones (computed for
both scaled solar and
-enhanced heavy element mixtures)
described in Pietrinferni et al. (2006,2004).
More specifically, we used the
-enhanced isochrones
(
[
/Fe
,
as in Salaris & Weiss 1998, and
in accordance with the value [
/Fe
measured by
Carretta et al. 2004)
computed with the Reimers (1975)
mass loss parameter
(although the choice of
is not relevant
for the results of our analysis) plus HB models for
[Fe/H]=-0.7, a value that agrees with spectroscopic estimates of 47 Tuc iron (Carretta & Gratton 1997; Zinn & West 1984; Kraft & Ivans 2003; Carretta et al. 2004). An
iron content [Fe/H]=-0.7 corresponds to the isochrones with Z=0.008and Y=0.256 in the BASTI database
. The adopted initial
He abundance is in line with the estimates of Salaris et al. (2004a) based
on the R-parameter.
We employed the BaSTI isochrones in the
plane, transformed
to the 2MASS system using the bolometric corrections by
Bonatto et al. (2004) based on the methods discussed by Girardi et al. (2000).
We have determined the distance to 47 Tuc from the adopted theoretical
models using the HB part of our near-IR CMDs. HB stars are
traditionally used to determine globular cluster distances from
theoretical models/isochrones, given that their brightness is unaffected
by the exact value of the cluster age; moreover, in our case, the lower
MS (that can also be used as distance indicator) is affected by
excessively
large photometric errors and cannot help constrain the distance. It is
interesting to notice from Figs. 4 and 5 that
the HB is not really horizontal in these photometric filters, not even
for red HB morphologies, due to the trend of the near-IR bolometric
corrections with
.
This means that the HB mass distribution
affects not only the colour, but also the brightness of this part of the
CMD, even for red morphologies.
The cluster distance has been determined by producing synthetic HBs
(following the technique pioneered by Rood 1973) and comparing
separately the number distribution of objects with the J, H and
magnitudes to the observed counterpart, using Kolmogorov-Smirnov
(KS) tests. We did not use the HB portion of our adopted
isochrones, because they would not produce extended HBs (no
mass dispersion along the HB) and probably would not match the mean mass
evolving along the HB of this specific cluster.
More in detail, we first selected as genuine HB stars, all observed
objects with
and
(amounting to
about 500 HB stars) and then produced a number of synthetic
counterparts, as follows. After setting the total number of objects in
the synthetic HB simulation to 1000 (the difference with the total
number of observed HB stars is not important as long as we use a KS test
to compare the two number distributions as a function of the
brightness),
we started randomly selecting a value of the stellar mass
from
a Gaussian distribution centred around a value
,
with
1
dispersion
.
Both
and
are free parameters to be fixed
at the start of the simulation; it is well known (see, e.g.,
Rood 1973) that
determines the mean colour of
the HB and
the colour extension around this
mean value. In case of the
filters, as already remarked, the HB is not really horizontal, hence
and
also affect the brightness range covered by the HB stars,
especially in the
filter. After
is determined, a value
for the time t since the object arrived on the HB has to be
chosen. We determined t by employing a flat probability distribution
from zero until
,
where
is the time spent in the HB
phase, which is practically constant for the
range typical of
clusters with red HBs. The underlying assumption is that stars are being
fed onto the HB at a constant rate.
Once
and t are fixed, we interpolated among the BaSTI grid of
HB models with the same chemical composition as our reference isochrones
([Fe/H]=-0.7, [
/Fe]=0.4), to determine the absolute
magnitudes of the synthetic HB object;
the HB models were computed from an He-core mass and surface He
abundance derived from a progenitor that reaches the RGB tip at an age
of 12-13 Gyr (the exact value of the progenitor age is, however, not
relevant, as long as it is above a few Gyr).
These magnitudes are then perturbed by adding a distance modulus
(m-M)0 (the third free parameter to be fixed at the start of the
simulation) and a Gaussian random error with 1
dispersion,
consistent with the values obtained from the artificial star experiments
(typical errors of the order of 0.01 mag or less, in all filters). We
used
E(B-V)=0.04 and the extinction law by Rieke & Lebofsky (1985) to
transform (m-M)0 into the appropriate apparent distance modulus in
J, H and
.
Due to the low reddening of 47 Tuc, the extinction
in the near-infrared filters is extremely small, between 0.01 and
0.03 mag. Finally, the synthetic objects are accepted or rejected by
simulating the trend of completeness fractions with the relevant
filter. The level of completeness in the HB magnitude range is,
however,
practically always about 100% (see Fig. 3) so that this
correction is essentially negligible. The procedure is repeated until
the HB is populated by 1000 objects.
The resulting object number distributions with the J, H and
magnitudes are then separately compared to the observed counterpart by
means of a KS test, for each choice of
,
and (m-M)0. We accept all combinations of
,
and (m-M)0 values
giving a probability P < 95% that observed and theoretical number
distributions are different. We find a consistent set of solutions that
satisfies the condition on P simultaneously for all three photometric
bands.
We explored with the KS test the following (m-M)0,
and
ranges:
,
,
.
These have been selected on the basis of preliminary simulations, showing how
combinations of parameters
outside these boundaries produce magnitude distributions macroscopically
different from the observed ones. As an example, just a simple
comparison of the location of the theoretical zero age horizontal branch
(ZAHB, corresponding to the lower envelope of the observed HB distribution)
with the observed CMDs displays a total disagreement for
(m-M)0 < 13.10 or
(m-M)0 > 13.30.
Figure 9 displays the region in the
plane where
for all three photometric filters.
The minimum values of P are of the order of 50-55%.
The resulting distance modulus is
,
where 13.18 is the central value of the (m-M) range allowed by the
condition P < 95%.
Considering HB models from the BaSTI database with different [Fe/H],
we estimate an additional systematic error of
0.04 mag,
due to a typical uncertainty of
0.1 dex on
47 Tuc [Fe/H] estimates.
The
0.02 mag uncertainty on E(B-V) gives
a negligible contribution to the systematic error when added in
quadrature to the effect of metallicity. To summarize, we obtain from
the theoretical models
.
The mean HB mass
is in the range
between 0.65 and 0.66
,
and the dispersion
is between 0.010 and 0.012
.
Figure 10 displays, as a visual example (we recall that the KS
test does not require the data to be binned) a comparison between the observed
HB differential luminosity function, and the theoretical counterpart
obtained from a simulation with
,
and
(m-M)0 = 13.18, a
combination of parameters that satisfies the condition on P. The mean
magnitudes of the HB stars in the three photometric filters are
reproduced within 0.01 mag.
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Figure 9:
Region in the
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Figure 10:
Observed HB differential luminosity function (filled circles)
compared to the |
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Adopting the distance derived above,
Figs. 11 and 12 compare the observed
K -
and H -
CMDs with BaSTI [Fe/H]=-0.7,
[
/Fe]=0.4 theoretical isochrones for ages of 10 and 13 Gyr.
The isochrones are computed with a mass loss efficiency parameter
,
but this does not affect the location of the RGB.
The isochrones follow nicely the sequences described by the observed
CMDs, although one has to take into account that the broad MS does
not put strong constraints on the accuracy of MS theoretical
colours. Some mismatch (models too red) appears at the base of the RGB
but, starting more than a magnitude below the bump region, the models
reproduce nicely the observed RGB sequence. As discussed before, we
cannot determine with any degree of accuracy the position of the TO in
the CMD, therefore we use the vertical thickness of the SGB to put some
- admittedly weak - constraints on the cluster age. One can see more
clearly from the H -
CMD that the SGB of the 13 Gyr
isochrone runs approximately along the faint end of the observed SGB,
whereas the 10 Gyr isochrone is near the upper envelope of the observed
SGB. A realistic estimate of the cluster age is therefore most probably
contained between these two limits, and this is consistent with
independent recent determinations of 12.
.5 Gyr
(Liu & Chaboyer 2000), 10.
.4 Gyr (Salaris et al. 2004b)
and 11.
.8 Gyr (VandenBerg 2000).
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Figure 11:
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Figure 12:
As in Fig. 11, but for the
H -
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It is important to notice that the initial MS mass of the stars at the
RGB tip, for ages between 10 and 13 Gyr, is in the range between
0.95 and
0.89
.
A mean mass of
for the objects still evolving along the HB means that their
RGB progenitors have lost 0.24-0.30
during their RGB
ascent. This amount of mass loss corresponds to
.5 in the Reimers
formula.
Schiavon et al. (2002, hereafter S02) discovered a worrying discrepancy
between the number of RGB stars above the level of the HB and the
theoretical predictions from independent theoretical isochrones by
both Girardi et al. (2000) and Salaris & Weiss (1998). Actually S02
employed
-enhanced isochrones
computed with the same code and input physics as in
Salaris & Weiss (1998), but including atomic diffusion. Diffusion does
not however alter the shape of the RGB differential luminosity function.
After theoretical star counts along the RGB are properly normalised,
they agree with observations at luminosities below the HB level, whereas
they predict about a factor of 2 fewer stars at luminosities above the
HB. This means that,
according to S02,
the theoretical slope of the RGB differential
luminosity function is inconsistent with the one observed in 47 Tuc. As
discussed in detail by S02, this discrepancy affects spectroscopic ages
obtained from H
and H
absorption feature indices,
because RGB stars contribute a significant fraction of the continuum
flux of old stellar populations, even in the blue wavelength range of
the age-sensitive absorption features.
Using our new near-IR data we investigate here this very important
issue, and test whether our adopted isochrones are able to reproduce the
observed number of RGB stars both below and above the HB level.
We show here the results obtained from RGB star counts in the
band. We checked that the same results are obtained when
considering star counts in the J and H photometric filters. An
important advantage of using near-infrared filters is that the
bolometric corrections are largely independent of metallicity and the metal mixture
(Cassisi et al. 2004). Therefore, the fact that we are using colour
transformations to the 2MASS system based on scaled solar model
atmospheres, whereas the underlying theoretical isochrones are
-enhanced, does not affect our analysis at all.
The RGB star selection from the observed
CMD is the same
as discussed in Sect. 3.
The differential luminosity function (LF) for the RGB stars in the
shallow catalogue of 47 Tuc - with a bin size of 0.2 mag, with and
without corrections for the completeness - together with the
completeness fraction along the RGB, is displayed in Fig. 13. Since the
completeness is always above 90% for
between
9.5 and
14 mag, we will concentrate our analysis
in this region. A preliminary comparison of the observed LF with theory
is performed in Fig. 14. There is an important point to
consider when comparing S02 and our analysis. In S02, the comparison of the
observed LF with theory was performed by normalising the
theoretical LF to the observed one at the TO region.
Instead, we have chosen to normalise the theoretical LF
to the total number of stars (corrected for the small effect of
completeness) in the magnitude range
.
Given that
S02 found a discrepancy between theory and observations only along the
bright part of the RGB (approximately above the bump+HB region) we
should, in principle, be able to find the same discrepancy, even with our
normalisation to the number of RGB stars along a section of the faint
RGB sequence. Also, the number of stars populating our LF should be
approximately the same as for S02 LF. As a reference,
S02 give a number of 62 AGB+RGB
objects in their LF, in the range
12.8 < V < 13.2. Taking advantage
of the 47 Tuc mean K-(V-K) relations by Ferraro et al. (2000) - again
transferred to the 2MASS system using Valenti et al. (2004b) - and their
adopted distance moduli and reddenings, we have been able to estimate
the number of objects in the
magnitude range corresponding to the
V interval given by S02. We find 69 objects, approximately the same as the
counterpart in the S02 luminosity function.
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Figure 13:
The logarithm of the observed RGB
differential luminosity function in |
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Figure 14 shows, at a glance, a general agreement between theory and observations, without a significant offset above the RGB bump region, contrary to the results by S02. It is interesting to notice that the RGB bump is clearly fainter than the models. We will come back to this point later in this section.
To avoid binning the data, and to include easily in a more quantitative
comparison the effect of the - albeit small - photometric errors and
completeness fraction, we again made use of Monte Carlo (MC)
simulations and
KS tests in the analysis that follows. Our main aim is to test whether
the star number distribution predicted by the theoretical isochrones
along the whole observed RGB sequence is consistent with the observed
counterpart. To this purpose - and in the same vein as the HB distance
estimate discussed before - we have produced synthetic samples of RGB
stars with a MC technique applied to the theoretical isochrones. A
theoretical isochrone of a given metallicity and age is selected, and
the effect of extinction and distance modulus is added to the absolute K magnitudes. The Salpeter (1955) Initial Mass Function (IMF)
has then been used to draw randomly stellar masses between the lower and
upper mass limits of the RGB population; the precise choice
of the IMF exponent does not affect the results, given the very narrow
mass range of the objects populating the RGB. The appropriate
magnitude
is then assigned to each mass, by interpolating among neighbouring
points along the isochrone. These
magnitudes are then perturbed by
a Gaussian 1
photometric error, consistent with the values
obtained from the artificial star experiments (typical errors of the
order of 0.01 mag or less, in all filters). Finally, the synthetic
objects are accepted or rejected by simulating the trend of completeness
fractions with
.
The total
number of stars drawn in the simulation is very large, of the order of 105 objects, to avoid statistical fluctuations in the theoretical
star counts. The difference with the total number of observed RGB stars
is not important as long as we use a KS test to compare unbinned
predicted and observed number distributions as a function of
.
We
accept the existence of a statistically significant difference between
theory and observations whenever we obtain a probability P > 95% that
observed and theoretical number distributions are different.
Our reference MC simulation employed [Fe/H]=-0.7, an age of
11.0 Gyr and
(m-M)0 = 13.18. If we compare the LFs for the whole RGB
with
,
we obtain
%, i.e., a very significant
discrepancy between theory and observations. Given the general agreement
displayed by Fig. 14, we suspected that this value of P could
be mainly due to the discrepant luminosity of the bump, and we repeated
our KS-test analysis by dividing the RGB into three magnitude ranges. In
the range
,
above the observed RGB bump, P is
always smaller than
80%. Below the observed bump, for
,
P is always smaller than 30%. The bump region,
shows
%.
![]() |
Figure 14:
Logarithm of the observed RGB luminosity function (filled circles
- completeness corrections applied) with a 0.2 mag bin-size,
compared to the theoretical counterpart for [Fe/H]=-0.7, an age
of 11 Gyr and
(m-M)0 = 13.18. The theoretical LF has been
normalised to the observed number of stars in the range
|
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To show this discrepancy even more clearly, Fig. 15 compares
the observed and theoretical LF around the bump region, with a 0.04 mag
bin-size. The theoretical LF is normalised
as in Fig. 14.
The different luminosity of the bump is evident; the difference between
the average
of the bump in the observed and theoretical LF
amounts to
mag, the
theoretical bump being brighter.
In a second set of tests we have considered the combined number
distribution of RGB plus early-AGB stars with
,
that is, the total
number of stars above the HB (the HB theoretical star distribution has
been already forced to match the observed one in our determination of
the cluster distance) that also contains objects belonging to the
AGB-clump. We include in this analysis the AGB part of the
isochrones, given that the AGB region is unaffected by the exact value
of the evolving mass, for the mass range typical of red HBs. A
comparison of theory with observations using the KS test and the methods
described before provides
%.
Before closing this section, we also investigate
the discrepancy between predicted and observed values of the
quantity
,
i.e., the ratio between
star counts across the RGB bump and fainter RGB stars,
discussed by Bono et al. (2001). More specifically,
has been defined by Bono et al. (2001) in the Johnson V-band
as the ratio between the number of RGB stars
within
and the number of RGB stars within
.
relies on star counts that
do not depend on the bin size nor on the bump luminosity, and it is a
diagnostic of the size of the H-profile discontinuity left over by
the bottom boundary of the convective envelope at its largest extension.
We have determined an equivalent parameter
,
defined as
the ratio of the number of stars within
,
to the
number of objects within
.
Our data provide
.
The value predicted from
our reference 11 Gyr old, [Fe/H]=-0.7,
-enhanced isochrone is
,
i.e. the discrepancy with observations, is well
below the 2
level, much less significant than found by
Bono et al. (2001) from an independent photometry in the BV system.
![]() |
Figure 15: Observed LF for RGB stars in the bump region (dashed line) compared to the theoretical counterpart (solid line, in red in the electronic edition) for [Fe/H]=-0.7, an age of 11 Gyr, (m-M)0 = 13.18 and a 0.04 mag bin size. |
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On the basis of the results discussed before, we can exclude a
significant discrepancy between theoretical and observed trends of star
number counts versus
along the whole RGB sampled by our
data. The same results are obtained considering the number counts as a
function of J and H magnitudes. The only discrepancy between theory
and observation is the position of the RGB bump. With our derived
distance modulus, a 11 Gyr isochrone with [Fe/H]=-0.7 and
[
/Fe]=0.4 displays a RGB-bump about 0.15 mag brighter than
observations.
![]() |
Figure 16:
|
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Table 2: Recent parallax-based distance determinations for 47 Tuc.
We have performed additional comparisons by varying some parameters
within realistic ranges, and studied the effect on the bump
luminosity. A decrease of [
/Fe] from 0.4 to 0.0
(we recall that
Carretta et al. 2004 measured [
/Fe
)
at fixed [Fe/H]
increases the HB brightness by 0.05 mag in the near-infrared bands.
This causes an increase
of the distance modulus by the same amount, but the
bump brightness increases by 0.24 mag, and therefore the discrepancy
between theory and observations is exacerbated. An increase of [Fe/H] by 0.1 dex
(typical error associated with the spectroscopic determination for this
cluster) at fixed [
/Fe] decreases the distance modulus by
0.04, because of a fainter HB, and the bump brightness decreases
by 0.12 mag. The net effect is to reduce the size of the discrepancy by
half. Changing the age from 11 to 15 Gyr decreases the bump brightness
by 0.10 mag, keeping the distance modulus unchanged.
As a conclusion, a
combination [Fe/H]=-0.6, [
/Fe]=0.4 and an age of
13-14 Gyr
would eliminate the discrepancy between the observed and predicted bump
brightness. Figure 16 displays a comparison between the
-
CMD of 47 Tuc and a 13 Gyr isochrone with [Fe/H]=-0.6,
[
/Fe]=0.4,
(m-M)0 = 13.14 and
E(B-V) = 0.02.
The quality of the fit is very similar to the case of the 13 Gyr,
[Fe/H]=-0.7 models; the reduced reddening is still within the commonly
quoted error bars. The value of
obtained from
this isochrone is essentially unchanged compared to the
11 Gyr, [Fe/H]=-0.7 case, and it would therefore still be within
less than 2
from the observed
.
An alternative solution to the problem of the observed bump brightness
is to keep the age fixed at
11 Gyr, [Fe/H]=-0.7, [
/Fe]=0.4 and the distance modulus
as derived in Sect. 4.1, but introduce some degree
of overshooting (as a free parameter) from the bottom of the convective
envelopes into the surrounding, formally stable, radiative regions
(Alongi et al. 1991). This
results in a thicker convective envelope, deeper location of the H-profile
discontinuity left over by convection at its maximum extension, and a
fainter bump. Based on the numerical experiments reported in
Cassisi et al. (2002), we estimate that an
overshooting by
0.2
beyond the formal Schwarzschild
boundary of the convective envelope
would eliminate the discrepancy. Such a moderate
amount of overshooting would not appreciably affect
the predicted value of
compared
to the non-overshooting case (Cassisi et al. 2002).
Also, based on the results by Cassisi et al. (1997), one can infer that the inclusion of atomic diffusion would only marginally improve the agreement between predicted and observed bump brightness, but the efficiency of this process in globular cluster stars is still very uncertain (Korn et al. 2006; Gratton et al. 2001).
The effect of the parameter (age, chemical composition)
changes discussed before on the comparison
of the RGB and AGB star counts - excluding the RGB bump region - is
negligible. By repeating the KS tests, we find that the values of Pconsidering only RGB stars above and below the bump, and the
combined RGB+AGB objects above the HB, are almost unchanged compared to
the reference case of an 11 Gyr isochrone with [Fe/H]=-0.7 and
[
/Fe]=0.4. In any case, P is always well below the 95%
threshold.
We note that the adopted distance is also constrained by the observed location of the AGB bump in 47 Tuc. We found that a change of the distance modulus of the order of 0.10 mag would destroy the agreement of the RGB+AGB LF, because in this case the AGB bump region - that is well reproduced with our reference distance, and is very weakly sensitive to chemical composition and age (Pulone 1992) - would be badly reproduced by the theoretical models.
We have presented the deepest to date near-IR photometry of 47 Tuc, a cluster central to studies of Galaxy formation, and a testbed for theoretical models, distance determination and extragalactic age-dating techniques.
We have derived the cluster distance by fitting synthetic HB models
to the observed CMD, in the J, H and
bands, using a method
based on the KS test.
Assuming
,
we have obtained a distance
modulus
.
Once the HB star distribution is matched by synthetic HB models, the observed
brightness of the AGB bump is also well reproduced by theory.
Our derived distance is
almost identical to the value
obtained by
Salaris & Girardi (2002), who applied their population corrections to the
HIPPARCOS
magnitude of the solar neighbourhood Red Clump, and used
47 Tuc 2MASS data analysed by Grocholski & Sarajedini (2002).
Table 2 summarises the most recent determinations of 47 Tuc distance modulus,
obtained from parallax-based methods
.
The distance modulus of 47 Tuc from optical data has been recently
discussed by Percival et al. (2002) and Zoccali et al. (2001). Percival et al. revised previous MS-fitting determinations
and, using Kaluzny et al. (1998) recalibrated data, concluded that the
dereddened modulus is
(m-M)0 = 13.25+0.06-0.07, shorter
than most of the previous results (13.38 from Carretta et al. 2000; 13.56
from Reid 1998).
Zoccali et al. (2001) derived the distance to 47 Tuc from the white dwarfs
cooling sequence compared to the local field white dwarfs measured
with the same instrument. This method is independent of the HB
models as well as of the local subdwarfs. They obtained
(m-M)0 = 13.09 assuming
E(B-V)=0.055, shorter than the distance
of Carretta et al., but compatible - within the 1
errors -
with that found by Percival et al. (2002).
Notice also that the slightly different E(B-V) values adopted by different authors
do not substantially modify the comparison of their results.
The theoretical HB-fitting distance we obtain in this work confirms the relatively
"short distance'' for 47 Tuc found by Zoccali et al. (2001) and
Percival et al. (2002).
As a byproduct of the synthetic HB fitting, we
obtain a mean HB star mass
in the range
between 0.65 and 0.66
,
and the dispersion
is between 0.010 and 0.012
.
Constraints on the cluster age have been obtained by fitting theoretical
isochrones to the observed CMD, employing the distance obtained from the
synthetic HB models. We obtain an age in the range between
10 and
13 Gyr,
in agreement with previous independent estimates.
We have also investigated in detail the level of agreement between the theoretical and
observed LF of the RGB (and early-AGB) stars, to verify previous claims of a significant
discrepancy between theory and observations in 47 Tuc.
Using again a KS-test-based technique, we did not find a statistically significant disagreement
between predicted and observed RGB star counts, over a brightness range of about 5 mag.
The only problem concerns
the brightness of the RGB bump, which appears to be fainter than theoretical
expectations (by
0.15 mag in
)
when adopting as reference values
(m-M)0=13.18,
[Fe/H]=-0.7,
E(B-V)=0.04 and an age of 11 Gyr.
The discrepancy would disappear by allowing for an overshooting of
0.2 Hp
beyond the bottom of the convective envelope in the theoretical stellar models.
As an alternative, varying [Fe/H], distance modulus and age within the
associated errors,
the discrepancy also vanishes, without the need to include any substantial amount of
convective overshooting from the Schwarzschild boundary. The uncertainty on
the spectroscopic metallicity and age prevent us from reaching a firm conclusion on this issue.
Furthermore, the star counts in the bump region (as parametrised by the
quantity
)
are not significantly different from theoretical expectations; this confirms
the size of the H-profile discontinuity left over by the bottom
boundary of the convective envelope at its largest extension, as predicted by theory.
Why is there no significant discrepancy in
(apart, possibly,
from the bump level),
whereas the LF in the optical as determined by
Schiavon et al. (2002) discloses an inconsistency between theory and observations?
At the moment it is not straightforward to find an answer to this question.
As a test, we have considered
the theoretical isochrones (from Salasnich et al. 2000; and Salaris & Weiss 1998 including diffusion)
employed by Schiavon et al. (2002), transformed to the 2MASS system using the same bolometric corrections
adopted in this work. For both sets, the
metallicity and
-enhancement are the same as in the BaSTI models used here.
The derived LFs for 11 Gyr old RGB stars in
are identical
to the theoretical LFs presented here, in the magnitude range relevant to our analysis. The only major
difference is the brightness of the RGB bump, fainter in
the isochrones of Salasnich et al. (2000) because of their inclusion of
convective overshooting.
A possible conclusion of this exercise is that the bolometric corrections to the
V-band could be the reason for the discrepancy in the optical.
Acknowledgements
M.G. acknowledges support by MIUR, under the scientific project PRIN 2003029437. This publication makes use of data products from the Two Micron All Sky Survey, which is a joint project of the University of Massachusetts and the Infrared Processing and Analysis Center/California Institute of Technology, funded by the National Aeronautics and Space Administration and the National Science Foundation.