A&A 490, 125-133 (2008)
DOI: 10.1051/0004-6361:200810163
S. L. Moll1 - R. de Grijs1,2 - P. Anders3 - P. A. Crowther1 - S. S. Larsen3 - L. J. Smith4,5 - S. F. Portegies Zwart6,7
1 - Department of Physics and Astronomy, University of
Sheffield, Sheffield S3 7RH, UK
2 -
National Astronomical Observatories, Chinese Academy of
Sciences, Beijing 100012, PR China
3 -
Sterrenkundig Instituut, Universiteit Utrecht, PO Box
80000, 3508 TA Utrecht, The Netherlands
4 -
Space Telescope Science Institute and European Space
Agency, Baltimore MD 21218, USA
5 -
Department of Physics & Astronomy, University College
London, London WC1E 6BT, UK
6 -
Astronomical Institute ``Anton Pannekoek'', University of
Amsterdam, 1098 SJ Amsterdam, The Netherlands
7 -
Section Computational Science, University of Amsterdam,
1098 SJ Amsterdam, The Netherlands
Received 8 May 2008 / Accepted 29 July 2008
Abstract
Aims. We obtained VLT/FLAMES+UVES high-resolution, fibre-fed spectroscopy of five young massive clusters (YMCs) in M 83 (NGC 5236). This forms the basis of a pilot study testing the feasibility of using fibre-fed spectroscopy to measure the velocity dispersions of several clusters simultaneously, in order to determine their dynamical masses. In principle, this reduces the telescope time required to obtain a statistically significant sample of dynamical cluster masses. These can be used to assess the long-term survivability of YMCs by comparing their dynamical and photometric masses, which are necessary to ascertain the potential evolution of YMCs into second-generation globular clusters.
Methods. We adopted two methods for determining the velocity dispersion of the star clusters: cross-correlating the cluster spectrum with the template spectra and minimising a
value between the cluster spectrum and the broadened template spectra. We also considered both red giant and red supergiant template stars. Cluster 805 in M 83 (following the notation of Larsen) was chosen as a control to test the reliability of the results obtained by this observational method, through a comparison with the results obtained from a standard echelle VLT/UVES spectrum obtained by Larsen & Richtler.
Results. We find no dependence of the velocity dispersions measured for a cluster on the choice of red giant versus red supergiant templates, nor on the method adopted. However, we do find that the standard deviation of the results obtained with only one method may underestimate the true uncertainty. We measure a velocity dispersion of
for cluster 805 from our fibre-fed spectroscopy. This is in excellent agreement with the velocity dispersion of
determined from the standard echelle UVES spectrum of cluster 805. Our FLAMES+UVES velocity dispersion measurement gives
,
consistent with previous results. This value of the virial mass is a factor of
3 greater than the cluster's photometric mass, indicating a lack of virial equilibrium. However, based on its effective star formation efficiency, the cluster is likely to virialise, and may survive for a Hubble time, in the absence of external disruptive forces. Unfortunately, our observations of the other M 83 star clusters have insufficient signal-to-noise ratios to determine robust cluster velocity dispersions.
Conclusions. We find that reliable velocity dispersions can be determined from high-resolution, fibre-fed spectroscopy. The advantages of observing several clusters simultaneously outweighs the difficulty of accurate galaxy background subtraction, providing that the targets are chosen to provide sufficient signal-to-noise ratios, and are much brighter than the galaxy background.
Key words: galaxies: clusters: general - galaxies: individual: M 83 - galaxies: spiral
The production of luminous, compact star clusters is
characteristic of starburst galaxies. However, these clusters have been
observed in several different types of galaxy, including normal
spirals (see e.g. Larsen 1999, and references therein).
These bright clusters are termed Young Massive Clusters (YMCs), and are usually defined as those star clusters that are younger than 1 Gyr, more massive than
and compact, with half-light
radii of a few to a few tens of parsecs.
The sizes, luminosities and masses of these YMCs are consistent with
the properties expected of young globular clusters. This led to the
suggestion that YMCs represent globular clusters at an early phase of
their evolution (Whitmore et al. 1993; Schweizer & Seitzer 1993). This would mean that studying YMCs would be
tantamount to observing globular clusters at the epoch of their
birth. Since globular clusters are amongst the oldest building blocks
in our Galaxy, and are benchmarks for stellar and galactic evolution,
understanding their formation and evolution is fundamental in developing our understanding of the fields of large-scale star formation, as well as how galaxies build up and evolve. Determining whether or not YMCs are proto-globular clusters, therefore, is a vital step in gaining insights into these questions.
The simplest criterion that YMCs need to fulfil in order to evolve into globular clusters is that they must be able to survive for a large fraction of a Hubble time. Since a cluster requires sufficient low-mass stars to survive beyond a few Gyr, the present-day mass function (PDMF) of a cluster can be used to assess its survivability. It may be possible to get a handle on the PDMF of a cluster by comparing its dynamical mass to its photometric mass, which is the mass predicted by evolutionary synthesis modelling based on the observed luminosity of the cluster and assuming an initial mass function (IMF). If we assume that the dynamical mass of a cluster represents its true mass, any discrepancies between the two masses can be attributed to adopting incorrect assumptions in the photometric mass determination, such as the cluster IMF. Even for a very young cluster, which is not in virial equilibrium, its virial mass can still be used to assess the survivability of the cluster. This is done by by determining how far out of virial equilibrium the cluster is, as quantified by its effective star-formation efficiency (eSFE; Goodwin & Bastian 2006). Thus, dynamical mass determinations can potentially be used to test the scenario with respect to the long-term survivability of YMCs, (e.g. Ho & Filippenko 1996a,b; see de Grijs & Parmentier 2007 for an overview and references therein).
Since the velocity dispersion of a cluster needs to be measured in
order to determine the dynamical mass of a cluster (see
Sect. 3), high-resolution spectroscopy of the cluster is
needed. Large samples of dynamical cluster masses need to
be obtained to determine whether YMCs might be
proto-globular clusters, and this can be very expensive in terms of
telescope time. Observing several clusters at once with a
high-resolution, fibre-fed spectrograph limits this
cost.
However, it is unclear whether a sufficiently accurate galaxy
background subtraction can be achieved from only a few fibres
placed at a different position to the star cluster.
In this paper, we explore the efficiency of this approach, using
FLAMES+UVES to observe clusters in M 83.
Similar attempts at velocity dispersion measurements have been
made with FLAMES+GIRAFFE (e.g. Mieske et al. 2008), which uses an
order of magnitude more fibres than FLAMES+UVES.
Since large numbers of fibres can be dedicated to galaxy background
observations, background subtraction is more straightforward through
the use of a master background spectrum.
This, however, is at the expensive of at least a factor of
two in spectral resolution, and a significantly reduced spectral
range.
This reduced spectral resolution would, however, not permit the
measurement of the small cluster velocity dispersions anticipated
for YMCs (
).
Furthermore, Mieske et al. (2008) observed ultra-compact dwarf galaxies
(UCDs), rather than clusters. These are much brighter relative to
the background, and have a much more uniform background than a spiral
like M 83.
M 83, also known as NGC 5236, is a prime example of a nearby spiral
galaxy hosting several YMCs (Larsen 2004). At a distance of
Mpc
(Thim et al. 2003), with its face-on orientation and multitude of clusters,
M 83 is an ideal site to test whether fibre-fed
spectroscopy can be used to measure the velocity dispersions of
several clusters simultaneously. A further advantage of using M 83 as
the testing ground for this method is that the dynamical masses of two
of its clusters - clusters 502 and 805 (nomenclature from
Larsen 2004) - have already been measured
from standard high-resolution echelle spectroscopy
(Larsen & Richtler 2004). Therefore, these clusters can provide a
control sample to assess the reliability of the results found from
fibre-fed spectroscopy.
M 83 is a metal-rich galaxy, with a central oxygen abundance of
(Bresolin et al. 2005),
nearly twice the solar value of
(Asplund et al. 2004). The grand-design spiral has a companion, NGC 5253
(Rogstad et al. 1974), with both galaxies hosting intense starburst
activity (Calzetti et al. 1999; Tremonti et al. 2001).
M 83 has a nuclear starburst and ongoing star formation within its
spiral arms (Harris et al. 2001; Elmegreen et al. 1998) and has a star formation
rate
of
.
The galaxy hosts in excess of 1000 Wolf-Rayet stars
(Hadfield et al. 2005).
This paper is structured as follows. In Sect. 2, we present our observations of M 83 and subsequent data reduction, as well as photometry of the clusters and galaxy background regions. In Sect. 3, we determine the velocity dispersion of cluster 805 and compare it with the results obtained from the standard UVES spectrum of Larsen & Richtler (2004). We discuss the possibility of using fibre-fed spectroscopy to obtain velocity dispersions for other clusters in Sect. 4. Finally, we summarise our findings in Sect. 5.
We obtained fibre-fed spectroscopy of five clusters and three regions of galaxy background in M 83 with the Fibre Large Array Multi Element Spectrograph (FLAMES) linked with the Ultraviolet and Visual Echelle Spectrograph (UVES) on the Very Large Telescope (VLT) Kueyen Telescope (UT2) in Chile.
We retrieved two archival I-band images of M 83 taken with the
Focal Reducer and low dispersion Spectrograph
(FORS1) on the VLT. These images, taken as part of ESO
proposal I.D. 60.A-9203(A), were observed on 9th and 11th March 1999
UT for 180 s each. The I filter is
centred at
with a
full-width at
half-maximum (FWHM), similar to the wavelengths covered by our FLAMES+UVES
spectroscopy.
The images were obtained to aid in selecting the clusters and regions of galaxy background to observe with the eight fibres of FLAMES+UVES. The clusters were chosen from the catalogue of Larsen (2004). First, we selected cluster 805 as a `control' to assess the accuracy of our velocity dispersion measurements, by comparing our results with those of Larsen & Richtler (2004). We then short-listed bright candidate clusters that were denoted in the catalogue as both `likely/certain cluster' and having been successfully fitted with the light-profile fitting program ISHAPE (Larsen 1999). The final cluster selection was made on the basis of successfully positioning the fibres on five clusters and three nearby regions of galaxy background with the FLAMES fibre-positioning software, prioritising clusters that were flagged as isolated with smooth galaxy backgrounds in the catalogue.
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Figure 1: Archival FORS1 image of M 83 with the five cluster fibre positions and three galaxy background fibre positions indicated. |
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Table 1: Table of photometry (taken from Larsen 2004), ``background factors'' and the average background contribution for the five clusters observed.
The final selection comprised the five clusters 347, 645, 747, 805 and 897 (Larsen 2004) and three regions of galaxy background, as indicated in Fig. 1. The galaxy background regions were observed so that they could be used to subtract the galaxy background from the cluster spectra. Therefore, these had a range of intensities, similar to the galaxy backgrounds adjacent to the selected clusters. The ``high'' fibre was positioned on a region with a strong galaxy background, the `mid' fibre was positioned on a mid-intensity galaxy background region, while the fibre labelled `low' was positioned on a region with a faint galaxy background.
The FORS1 images were also used to assess the relative fluxes of the galaxy background regions adjacent to the clusters and within the galaxy background fibres. The images were debiased and flat-fielded with standard calibration frames. We calibrated the astrometry of the images in Starlink's GAIA, using the co-ordinates of the clusters given in the catalogue of Larsen (2004), which were obtained from Hubble Space Telescope (HST) imaging. We carried out our aperture photometry on both images, also using GAIA. We considered the regions of each galaxy background fibre as well as the regions of galaxy background adjacent to each cluster using several small apertures, with radii of both one and two pixels. Taking a mean of these galaxy background values, we computed the `background factor' for each cluster and galaxy background fibre pair from the relative galaxy background fluxes measured. This background factor is the factor by which the galaxy background flux in the galaxy background fibre needs to be multiplied in order to (approximately) correspond to the galaxy background adjacent to the considered cluster. These background factors are contained in Table 1, along with photometry of the clusters taken from Larsen (2004).
We observed the five clusters and three galaxy background regions of
M 83 indicated
in Fig. 1 over several nights in service mode in May 2006,
using FLAMES+UVES under ESO programme ID 077.B 0046(A).
The average seeing was 1 arcsec.
When linked with UVES, FLAMES is a multi-object, high-resolution
spectrograph (R=47 000) with eight fibres of 1 arcsec diameter
aperture.
In order to position the fibres, each of the eight objects that can
be observed at one time must have at least a 10.5 arcsec separation.
There are two plates on the fibre positioner, so
that the fibres can be positioned on one plate while observations are
taking place on the other, thus reducing acquisition time. Each plate
has a different spectral response
and a slightly different wavelength calibration.
Although UVES is a cross-dispersed echelle
spectrograph, with both a blue and red arm that can obtain data
simultaneously, only the standard red UVES set-ups (centred on 5200,
5800 or
)
can be used with FLAMES. This red arm
comprises a mosaic of an EEV CCD for the shorter wavelengths and a
MIT-LL CCD for the longer wavelengths.
We observed for a total exposure time of 22 048 s, using cross
disperser
,
centred at
with
312 l
,
thus obtaining data from
.
The region
was not
observed because it lay within the gap between the two CCDs.
ThAr arcs
were taken for wavelength calibration. The resolution of the data, as
measured from the ThAr arcs, is
.
The unbinned
data have a pixel scale of 0.182 arcsec pixel-1.
Since the spectra of M 83 were faint, we decided that it was more appropriate to reduce the data by hand, rather than to use the pipeline-reduced data. The data were reduced using the software package IRAF, considering the data from each night, and, where relevant, each fibre-positioning plate separately. First, a median bias frame for each night was produced and subtracted from the data. We then divided each data frame by a master slit flat-field for each night. This was produced by taking a median of the nine slit flat-fields that had been taken in three different slit positions each night, rejecting the six faintest frames, and normalising. By rejecting the six faintest frames, the pixels that lay in any of the inter-order gaps in the slit flat-fields were rejected, so that most of the chip was illuminated in the master slit flat-field. All data lay on the illuminated part of this master slit flat-field. The next step was to divide by `fibre flat-fields', which are flat-fields that are obtained through the fibres, and can be used to correct for the relative response of each fibre. We divided by the normalised 2-D all-fibre flat-field. This compared favourably with the results achieved by dividing the extracted data by the fit to the response of extracted odd- and even-fibre flat-fields. All eight fibres of the data were then optimally extracted (Horne 1986), each with an aperture of 1.456 arcsec (8 pixels) and wavelength calibrated with the extracted ThAr arcs. We determined the heliocentric radial velocity for each night's data using the Starlink program RV (Wallace & Clayton 1997) and corrected with these values. The data for each fibre were then co-added, and the orders merged. The 1-D data were then galaxy-background subtracted. This was done by subtracting an average galaxy background spectrum, produced from the two galaxy background fibres with sky factors closest to unity (see Table 1), after multiplication by these sky factors. The relative contribution of the galaxy background to the cluster + galaxy background spectrum is also included in Table 1.
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Figure 2:
Pipeline-reduced spectrum of the K1 giant HD 159821, normalised and
corrected to rest wavelength, over the wavelength range
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We measured a recessional velocity of
,
after heliocentric radial
velocity correction, from the observed central
wavelengths of the two Ca II triplet lines visible in our data
(
)
for cluster 805.
These central wavelengths were found by
fitting the lines with the ELF (emission-line fitting)
routine in Starlink's DIPSO package (Howarth et al. 2004),
allowing line width, centre and intensity to vary freely.
The recessional velocity implied from the better signal-to-noise ratio
line was more heavily weighted, according to the
uncertainty in the fitted central wavelength estimated by ELF.
This value is in good agreement with other optical measurements:
(de Vaucouleurs et al. 1991),
,
(Fouqué et al. 1992) and
(Humason et al. 1956).
Since no strong lines, including the Ca II triplet, could
be identified in the spectra of any cluster except cluster 805, it
was not possible to determine individual cluster recessional
velocities. Therefore, even though small differences in radial
velocity may exist between the clusters, all cluster spectra were
velocity corrected by
.
The spectra were then normalised, by fitting a polynomial to the
continuum across the whole spectrum and dividing by this fit.
With the setup described above (Sect. 2.2), we also
observed a telluric star,
CD-329927, and three Galactic red giants - HD 159821 (K1 III),
HD 123833
(K2 III) and HD 159881 (K5 III). We chose to observe giants rather
than supergiants, because these four calibration stars could be observed in
only two fields, reducing the
overheads of the observations. For each of these standard stars, one
sky
fibre was placed as close to the object as possible.
We chose to use the pipeline-reduced data for these bright standard
stars, since these included a better extraction of the
Ca II triplet lines than the
manually-reduced data. This line lies very close to
the edge of the MIT-LL CCD for the template stars. Due to their
higher recessional velocity, this is not a
problem for the M 83 clusters.
We sky subtracted the spectra of these bright
standards by simply subtracting the relevant sky
fibre spectrum.
The data were heliocentric radial velocity-corrected using
the values computed by RV.
Each red giant was then corrected for its recessional
velocity using the observed central wavelengths of
the two visible Ca II triplet lines, as measured with ELF.
The spectra were then normalised.
An example spectrum of a velocity-corrected, normalised red giant template star, HD 159821 (K1 III) is shown in Fig. 2, for a reduced wavelength coverage. The principal telluric features in this spectral range and the two visible Ca II triplet lines are marked. An example cluster spectrum over suitable spectral regions is shown in Fig. 3, fitted with a red giant template star.
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Figure 3:
Best fit of broadening for the K2 III template HD 123833 (blue line)
to our normalised FLAMES+UVES cluster 805 spectrum (black line)
for the `Both CaT' case of
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The virial mass of a cluster,
is given by the
equation:
Clearly, it is necessary to measure the line-of-sight velocity
dispersion of the cluster in order to determine the cluster's virial
mass. This is achieved by comparing the widths of the
Doppler-broadened lines of the cluster with a template star.
The cluster spectrum is compared to either red giant or red supergiant
template star spectra, because the lines of these stars are
broadened by only a few
by macro-turbulence in
their atmospheres (Gray & Toner 1986). It is not appropriate to use earlier type
supergiants and main sequence stars, as effects such as rotational
broadening, macro-turbulence and micro-turbulence broaden the lines
of these stars by amounts substantially greater than the
anticipated cluster
velocity dispersions.
Therefore, only spectral regions redwards of
5000 Å, which are dominated by light arising from
cool supergiants of spectral type F-M, should be considered (see
e.g. Ho & Filippenko 1996a).
Red supergiant templates are preferable, as young clusters do not
contain red giants. However, red giants can be used, although these have
lower values of macro-turbulent broadening than more
luminous giants. This could mean that comparing the spectrum of a cluster
that is dominated by red supergiants with a red giant template spectrum
may systematically overestimate the cluster velocity dispersion.
However, Larsen et al. (2004) found no systematic differences, within
the uncertainties, in
the velocity dispersions determined for a cluster when
cross-correlating with templates of luminosity classes I, II and
III.
Table 2:
Velocity dispersions in
determined by comparing
our FLAMES+UVES cluster 805 spectrum
and the standard UVES cluster 805 spectrum of
Larsen & Richtler (2004)
with five red giant (RG) and red supergiant
(RSG) template spectra.
Here, we adopted two methods to determine the line-of-sight velocity dispersion. The first involved minimising a
value between the cluster spectrum and broadened template spectra.
The second involved cross-correlating the cluster spectrum with each template spectrum. These two methods are discussed in more detail in Sects. 3.1.1 and 3.1.2.
To make a direct comparison between the results that can be obtained with fibre-fed spectroscopy and those from a standard echelle spectrum, we also determined velocity dispersions using both methods with the non-fibre-fed UVES spectrum of cluster 805 from Larsen & Richtler (2004). We degraded the UVES spectrum by re-binning the data to the same linear dispersion scale as our own. To consider the effect of red supergiant over red giant templates we also included two red supergiant template stars from the UVES Paranal Observatory Project (POP; Bagnulo et al. 2003): HD 206778 (K2 Ib) and HD 12642 (K5 Iab). These were also re-binned to the same lower linear dispersion scale as our own data.
We measured the line-of-sight velocity dispersion of
cluster 805 by minimising a
value between the
cluster spectrum and each broadened template
spectrum in turn. All spectra were normalised and then the
continuum was subtracted.
The broadening was achieved by convolving a
template spectrum with a Gaussian of
equal to the desired
velocity broadening. To find the best fit, the
-minimisation
program considered a range of broadening values,
over selected spectral regions. The criteria for selection were
that the spectral regions showed visible similarity in absorption
lines between the cluster and template spectra and that they did
not contain any telluric lines, which could provide an artificial
match between the spectra.
These spectral regions were:
,
,
,
,
and
.
Rather than considering these small regions of spectra individually,
we ran the model over the whole spectrum, but only considered the
chosen spectral regions when computing the
value.
Non-linear steps of broadening were considered in the
-minimisation program, with closer steps as the
minimum was approached.
An example fit of a broadened template star
spectrum to the cluster 805 spectrum over these spectral regions is
shown in Fig. 3.
Since the Ca II triplet lines may be saturated in the template
spectra, including them in the fit may overestimate the cluster
velocity dispersion (e.g. Martini & Ho 2004; Walcher et al. 2005).
However, Mengel et al. (2002) found no disparity between the velocity
dispersion results computed by
minimisation for the strongest
component of the Ca II triplet and other individual absorption
features for clusters in NGC 4038/4039.
We decided to consider the potential impact of this effect by
excluding these lines from the fit. Therefore, we considered three
cases, with each case including slightly different spectral regions in
the fit.
The first case used the spectral regions described above, including
both visible Ca II triplet lines. Thus, it was called `Both
CaT'.
We also considered the case where the
Ca II line was masked out of the fit, still including the
Ca II line, since the
was
not in the UVES spectrum of Larsen & Richtler (2004).
This case was called `
'.
In the final case, both Ca II lines were masked (called `No
CaT').
The results for all of these cases are given in
Table 2.
The results obtained from this method may be sensitive to low signal-to-noise ratios.
Taking
as the
error (Press et al. 1992), we
estimate that the
uncertainties on the FLAMES+UVES velocity dispersions are
,
while the uncertainties on the UVES
velocity dispersions are
.
In this second method, we determine the cluster velocity dispersion
using the cross-correlation technique of Tonry & Davis (1979). All
spectra were normalised and then the continuum was subtracted.
We cross-correlated
the cluster spectrum with each template spectrum in turn, over the
spectral regions described in Sect. 3.1.1 as `No CaT',
excluding the Ca II triplet lines.
We did not consider the other two cases, since broadly consistent
results for all three cases were obtained for the minimisation.
The FWHM of the resulting cross correlation function (CCF) relates to the velocity dispersion of the cluster. This relationship was calibrated by considering the template star used. The template star was broadened and cross-correlated with the original, unbroadened template. By considering several values of broadening, and measuring the FWHM of each CCF, the almost linear relationship between the FWHM of the CCF and broadening was empirically calibrated to an absolute scale, from which the velocity dispersion of the cluster was read. This was repeated for each template, because every star has a different calibration.
This method is less sensitive to spectral-type matching and low
signal-to-noise than the
minimisation. However, it suffers from complications associated with the
subjectivity of fitting weak, non-Gaussian CCFs. Based on a 5%
error in fitting the FWHMs of the CCFs, each measurement has an
uncertainty of
.
Note that it is
not the intrinsic FWHM that is important, but the relative FWHMs.
Firstly, it is apparent from Table 2 that
there is no systematic difference
in the velocity dispersion measured when comparing a cluster spectrum
with red giant or red supergiant templates. This is true for both the
minimisation technique and the cross-correlation. For
this reason, we will consider the mean of all five templates when
discussing results below.
Secondly, we do not
observe a systematic increase in the velocity dispersion measured when
the Ca II lines were included in the
minimisation.
This may be due to the large wavelength range considered in the
fit, thus reducing the weight applied to the strong Ca II
triplet lines. This would also
explain the poor fitting of these lines.
Due to this similarity in results, we consider the results obtained
for all five template
stars with the `No CaT' case of spectral regions for both
techniques. The mean and standard deviation of these results give
.
We find that, within the uncertainties the velocity dispersions found
from the FLAMES+UVES data are consistent with those measured from the
standard UVES data, for both methods and all spectral regions
considered. If we also take a mean of the ten measurements obtained
for the two techniques with the `No CaT' case of spectral regions for
the standard UVES data, we find
,
again
with the uncertainty representing the standard deviation of the
results. This is in excellent agreement with our FLAMES+UVES
measurement of
.
Therefore, we conclude that our results agree with those
obtained from standard echelle spectroscopy, and that
fibre-fed spectroscopy is practicable for the
purpose of determining cluster velocity dispersions.
Our FLAMES+UVES velocity dispersion result is also in
agreement with the result measured by
Larsen & Richtler (2004) of
,
at the
level.
This was determined by cross-correlating their UVES spectrum with
red supergiant templates. They considered several spectral regions
separately:
,
,
and
,
as well as
considering two cases including multiple regions:
the region
with
and
the region
with both
and
.
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Figure 4:
Plot of velocity dispersion measured from a ![]() ![]() |
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We only obtained results for cluster 805.
The other clusters, which are fainter and have higher relative
background contributions, have lower signal-to-noise ratios.
We measure a continuum signal-to-noise ratio per resolution element (
)
for cluster 805 of
7 at
and
2 at
compared
with a signal-to-noise ratio per resolution element for cluster 897, the next brightest cluster in the I-band, of
6 at
and
1 at
.
For these other clusters, the noise is such that no spectral regions could be found for which the absorption lines present in the template star could be identified in the cluster spectrum. Computing the
minimisation over the regions adopted for cluster 805 led to a broadening that was an order of magnitude too large. Cross-correlation over these regions did not produce a peak in the CCF. In the case of cross-correlation, the lack of results cannot be due to differences in radial velocities between these faint clusters. Indeed, had a CCF peak been produced, the radial velocities of these clusters could have been measured from its position.
The rapid decline in the signal-to-noise ratio in the spectra of all clusters, including cluster 805, redwards of the Ca II meant that we did not include these regions in the velocity dispersion determinations. If the galaxy background was not subtracted from the spectrum of cluster 805, and the sky emission lines were masked out of the fit, the velocity dispersion of the cluster could not be measured. This is probably due to the fact that the lines were significantly diluted by the background. Therefore, this could also not be used to measure the velocity dispersion for any of the other four clusters.
Clearly, in order to measure reliable star cluster velocity
dispersions, good signal-to-noise ratios in the cluster spectra are
paramount.
We obtained consistent results from cluster 805 with a
signal-to-noise ratio of
3 in the spectral regions considered, but no results from
the data of the other clusters, with lower signal-to-noise ratios.
Therefore, a signal-to-noise ratio of
3 seems likely to
represent a lower limit to the signal-to-noise ratio required to
obtain reliable results.
To investigate this, we produced a simple model cluster by adding the
library K2 Ib and K5 Iab spectra, re-normalising the spectrum and
broadening it by
.
A
minimisation
was carried out between this model spectrum and all five template
stars for the `Both CaT' case of spectral region,
in an attempt to retrieve this value of the velocity dispersion.
The signal-to-noise ratio of the model cluster spectrum
was degraded by artificially adding Gaussian noise and the
minimisation was recomputed for the new noisier model spectrum. This
was repeated for a range of model cluster spectrum signal-to-noise
ratios.
The results are shown in Fig. 4. The mean of the
five values measured for each signal-to-noise ratio are also plotted,
and an uncertainty on this mean equivalent to the standard deviation
is represented by the dashed lines.
The measured velocity dispersion increases with decreasing
signal-to-noise ratio of the cluster, in agreement with the results
found by Martini & Ho (2004).
The plot also shows that, in this case, a cluster signal-to-noise of
2.1 is within 20% of the true broadening,
and the lower limit on the signal-to-noise ratio for which the
standard deviation of the results describes the true error is just
over 3.
The precise signal-to-noise ratio at which these minima occur will
depend of the cluster and on the nature of the template mismatch,
which should be less stark than that illustrated here.
This plot indicates that the velocity dispersion measured for
cluster 805 is robust, although, as already stated, the standard
deviation of the results from the
minimisation may
underestimate the true uncertainty. The larger
uncertainty measured from the standard deviation of all five templates
with both methods should remain a reliable estimate of uncertainty.
Table 3: Parameters for cluster 805 taken from the literature and determined in this work.
Adopting the cluster parameters determined for cluster 805
contained in Table 3, and using the velocity
dispersion measured here, we find
and a V-band luminosity-to-dynamical mass ratio
.
These results agree, within the uncertainties, with the values
determined by Larsen & Richtler (2004) of
and
.
Both of these
dynamical mass measurements are larger than the photometric
mass predicted for a Kroupa (2002) IMF of
for the
cluster age of
Myr
(Larsen & Richtler 2004), indicating that cluster 805 may not be
virialised. However, the photometric and dynamical masses agree at
just over the
level.
Our value of light-to-dynamical-mass ratio suggests that the eSFE of
cluster 805 lies between 30% and
50%, favouring
the value of
40%. Goodwin & Bastian (2006) estimate that a
cluster with an eSFE
30% will lose
of its mass
within
40 Myr and disperse. However, a cluster with
an eSFE
40% will virialise, although it will lose up to
60% of it mass, and could survive for a Hubble time in the absence of external disruptive
forces.
Using high-resolution, fibre-fed spectroscopy to determine velocity dispersions would have a major impact on producing a large sample of dynamical cluster mass determinations, by making more efficient use of telescope time. By having a large sample of dynamical cluster masses, it should become possible to assess how likely YMCs are to survive for a large fraction of a Hubble time and evolve into globular cluster-type objects.
The primary concern over this method is the question of how
successfully the galaxy background could be subtracted from
fibre spectroscopy of faint clusters.
Of course, sky subtraction is not a problem with bright stars, despite a small
amount of flux `bleeding' from the bright star fibres into the sky fibres.
For the fainter objects, galaxy background subtraction is more
challenging. Simply scaling and
subtracting the galaxy background fibre with the most similar
intensity background to the cluster being considered introduces
more noise into the spectrum. Taking an average of two or
three scaled galaxy background fibres minimises this, although
still introduces noise. Subtracting an average of two galaxy
background fibres decreases the signal-to-noise ratio of the
cluster + background spectrum by a factor of 2.5 for
cluster 805, the brightest cluster, and a factor of
4 for
both cluster 347, the faintest cluster, and cluster 645, which has the
lowest contrast with the galaxy background.
It seems that scaling the galaxy background in this way is
a reasonable approximation to the local galaxy background.
All three galaxy background fibres are very similar, considering the
level of noise, in spite of
spatial variations in galaxy background, due, for example, to
differing stellar populations and extinction.
Nevertheless, some sky lines are imperfectly subtracted in the
cluster 805 spectrum, although these are
within the level of the noise.
A reduced
between the low- and mid-background spectra and
the scaled, high-background spectrum
yields values of
and
,
respectively.
While adopting the noise in the spectra as the uncertainty in the fit
seems to overestimate the true uncertainty, the relative similarity in the
galaxy background spectra, given the large degree of noise, is
demonstrated.
An alternative method would be to fit the continuum of the scaled,
extracted galaxy background fibre and subtract this fit from the
cluster spectrum, manually removing the sky lines from the cluster
spectrum.
However, the extra complications involved in this process were
not warranted for our data, since an appropriate galaxy background
was achieved from averaged galaxy background fibres.
Also, the signal-to-noise ratio was much higher in the UVES spectrum of
Larsen & Richtler (2004), for which a shorter integration time of
7500 s was used.
This would appear to indicate that long-slit echelle spectroscopy
is a more efficient use of telescope time, especially since two
clusters could potentially be observed in the same slit.
However, finding cases where two clusters can be observed
simultaneously can be difficult, due to the relatively short slit
length of many echelle sepctrographs (e.g. 11 arcsec for UVES).
The signal-to-noise ratio in the galaxy-subtracted
UVES+FLAMES cluster spectra was substantially lower than anticipated
from the ESO exposure time calculator. This predicted a
signal-to-noise ratio in excess of 30 at
,
neglecting the high galaxy background.
Even considering this additional noise does not account for the much
lower observed cluster signal-to-noise ratios.
The most likely explanation for the greatly reduced signal-to-noise
ratio is is that the fibres were positioned off-centre. However, this
needs to be investigated further.
As discussed in Sect. 3.2, the
signal-to-noise ratio of cluster 805 is a good representation of the
lowest signal-to-noise ratio required to measure robust
velocity dispersions.
Therefore, making a conservative assumption that
of the flux of
cluster 805 was missed in our spectrum indicates that results could be
obtained for a cluster half as bright as cluster 805 (i.e.,
mag).
Approximately 18 of the 159 YMCs in M 83, and 109 of all 1358 YMCs,
contained in the catalogue of Larsen (2004) fulfil this criterion.
Another problem with this method, specific to FLAMES+UVES, is the
limited choice of spectral region, as
dictated by the need to use a standard UVES setup. This meant that
one of the strong lines of the Ca II triplet was lost. Furthermore,
much of the data in the near-infrared cannot be used to determine
velocity dispersions, due to
telluric features and the lower CCD response in this spectral region.
Clusters also need to be selected carefully, with
in order to have
high enough velocity dispersions to be measured.
For a 10-Myr-old cluster, this corresponds to
( STARBURST 99;
Leitherer et al. 1999), or
for a
distance of 4 Mpc
and
mag.
While the drawbacks of this method must still be borne in mind, we have shown here that reliable velocity dispersions can be measured from fibre-fed spectroscopy. Therefore, this method can potentially be used to obtain a large sample of dynamical masses, which can be used to address the issue of the nature of YMCs as proto-globular clusters.
We determined a velocity dispersion of cluster 805 in M 83 of
from
VLT/FLAMES+UVES
spectroscopy.
This agrees well with the results obtained here for the standard
echelle VLT/UVES spectrum of
cluster 805 from Larsen & Richtler (2004) of
.
This shows that high-resolution,
fibre-fed spectroscopy is a practicable method with which to
measure the velocity dispersions of several clusters
simultaneously.
This allows a more efficient use of
telescope observing time, providing that sufficiently high
signal-to-noise ratios are achieved.
Therefore, high-number statistics of YMC dynamical masses, vital
for assessing the role of YMCs as proto-globular clusters can be more
easily obtained.
We find no systematic differences in the velocity dispersions
measured depending on whether red giant or red supergiant templates
were considered. Nor do we find any differences in the velocity
dispersions determined from the
technique when the Ca
II triplet lines are included in the fit. While the results produced
from both a
minimisation and from cross-correlation are
consistent, there are indications that adopting the
standard deviation of the results determined from only one technique
may underestimate the true uncertainties.
Adopting our value of velocity dispersion and all other cluster
parameters from Larsen & Richtler (2004), we measure a virial mass of
for
cluster 805, somewhat larger
than its photometric mass of
,
for a
Kroupa (2002) IMF and an age of
Myr. Combining
this with the eSFE predictions of Goodwin & Bastian (2006), we conclude
that the cluster will probably virialise and could survive for a Hubble time in
the absence of external disruptive forces.
Acknowledgements
We would like to thank Arianne Lançon for providing model red supergiant spectra to help select the spectral regions over which to determine the velocity dispersion. We also appreciate suggestions made by the anonymous referee which have helped to improve this manuscript. Based on observations made with ESO telescopes at the Paranal Observatory with programme ID 077.B-0046(A). The Image Reduction and Analysis Facility IRAF is distributed by the National Optical Astronomy Observatories, which is operated by the Association of Universities for Research in Astronomy, Inc., under cooperative agreement with the U.S. National Science Foundation. SLM acknowledges financial support from STFC.