A&A 425, 837-847 (2004)
DOI: 10.1051/0004-6361:20047006
A. Subramaniam
Indian Institute of Astrophysics, II Block, Koramangala, Bangalore 560034, India
Received 5 January 2004 / Accepted 15 June 2004
Abstract
The stellar population and star clusters around six regions in the
Large Magellanic Cloud (LMC) are studied to understand the correlation between
star formation and cluster formation rates.
We used the stellar data base of the OGLE II LMC survey and the star
cluster catalogues. The observed distributions of stellar density in the
colour-magnitude diagrams (CMDs) were compared with synthetic ones generated
from stellar evolutionary models. By minimising the reduced values,
the star formation history of the regions were obtained in terms of star formation rates (SFR).
All the regions were found to show large SFRs between the ages 500-2 Gyr with lower values
for younger and older ages.
A correlated peak in the
cluster and SFRs is found
for ages
1 Gyr, and for ages less than 100 Myr.
Five of the six regions show significant cluster formation in the age range of 100-300 Myr, when the SFRs were found to be very low. This indicates
anti-correlation between star and cluster formation rates for the 100-300 Myr age range.
A possible reason may be that the stars are predominantly formed in clusters,
whether bound or unbound, as a result of star formation during the above age range.
The enhanced cluster formation rate in the
100-300 Myr age range could be correlated with the encounter of the
LMC with the Small Magellanic Cloud, while the enhanced star and cluster formation
at
1 Gyr does not correspond
to any interaction. This could indicate that the star formation induced by interactions is
biased towards group or cluster formation of stars.
Key words: galaxies: Magellanic Clouds - galaxies: star clusters - stars: formation
In recent years, the Large Magellanic Cloud (LMC) has been very thoroughly
studied using various surveys,
for example, OGLE II (Udalski et al. 2000), Magellanic Clouds Photometric Survey
(Zaritsky et al. 1997). These surveys were used partly or fully to study the
star clusters and the stellar population in the LMC. However,
the spatial correlation between the star and cluster formation on small scales
have not been studied. Girardi et al. (1995) used the star cluster catalogue
of Bica et al. (1996) to derive the star cluster properties in the LMC.
Pietrzynski & Udalski (2000) used the OGLE II data and studied the age
distribution of the LMC star clusters.
There were also studies of star clusters and stellar population around them,
(for example, Olsen et al. 1998; Olsen 1999), but these also do not
compare the spatial correlation between cluster and star formation episodes.
The recent study by Holtzman et al. (1999) suggested that the star formation history
of the field stars is different from that of the clusters. This difference is seen
in the age range 4.0-12 Gyr, where there seems to be a paucity in cluster formation.
It is concluded that in general, the star clusters in the LMC are not good tracers
of the stellar population (van den Bergh 1999).
This conclusion has been made from the analysis
of the cluster and stellar population in the whole of the LMC.
In this study, an attempt is made
to study the correlation between the star formation and cluster
formation episodes around a few regions in the LMC. Also, the emphasis is on the
younger age range, for ages 1 Gyr and at smaller scales.
The recent star forming regions, like 30 Dor and the super giant shells found in the LMC indicate that the star formation which began at one point propagates to larger distances in the LMC. The theories put forward to explain these structures include stochastic self-propagating star formation, SSPSF (Feitzinger et al. 1981) and bow-shock induced star formation (de Boer et al. 1998). A correlation between the events of cluster formation and star formation is expected in the resulting stellar population. We explore this correlation in this study, by looking at star clusters surrounding a few regions in the LMC.
The regions studied here were chosen for a different project, that is, to study the stellar population around novae in the LMC (see Subramaniam & Anupama 2002). From the above study, six regions were selected for the present analysis. The stellar data within a radius of a few arcmin are used to study the star formation history (SFH) of the region under consideration, whereas star clusters are identified within 30 arcmin radius to study the cluster formation events. The above value of 30 arcmin is chosen such that the area covered is similar to the size of supergiant shells in the LMC. The regions selected here satisfy the following two conditions - a) there is good number of star clusters within 30 arcmin radius and b) ages are known for most of the identified clusters. The locations of these regions are given in Table 1. These locations are also plotted in Fig. 1. The dots show the centers of the regions studied and the big circles around them show the extent of the region scanned for star clusters.
Field stars within a radius of a few arcmin around these regions were identified from the OGLE II survey (Udalski et al. 2000). We used the photometric data in the V and B pass bands, and V vs. (B-V) colour-magnitude diagrams (CMDs) of the identified field stars were used for further analyses.
Table 1: Location of the six regions in the Large Magellanic Cloud.
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Figure 1: The locations of the regions studied. The Bar and 30 Dor are also shown. |
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Clusters have been identified within an area of 30 arcmin radius around 6 regions. 109 clusters have been identified near these regions. Of these, age estimates for 89 clusters could be obtained from PU2000 and B96. B96 gives the age of the cluster in terms of groups. Since the interest is in age groups of the cluster population rather than the ages of the individual clusters, the above data serve the purpose. Therefore, even those clusters whose exact age is known are also grouped. No systematic shift in the cluster age is found between the two catalogues. The number of clusters detected near each region, the number for which the age is known and the number of clusters in various age groups are tabulated in Table 2.
Field stars within a radius of a few arcmin
are analysed to study the star formation history, while clusters within 30 arcmin (400 pc) radius are considered to identify the cluster formation
episodes.
The choice of a larger radius for the clusters is justified as they are being used to study
the star formation events which took place on relatively larger
scales. It is found that the supergiant shell LMC 4 is about 1 kpc in diameter.
The size of the supergiant shell can be considered to be typically the area covered
by propagating star formation. Therefore, we have chosen
very similar length scale for identifying the star clusters.
Table 2: Statistics of star clusters identified near the regions.
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Figure 2: The V vs. (B-V) CMDs of all the six regions studied here are shown. These CMDs are used to estimate the stellar density after correcting for data incompleteness. |
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The synthetic CMDs are made with the help of stellar evolutionary models after
assuming a model for the age-metallicity relation. We used the evolutionary models
of the Padova group, Fagotto et al. (1994a,b). The following relation
between age and metallicity was found to be satisfactory: for ages less than 4 Gyr, we used the Z=0.008 models; for ages between 4 and 9 Gyr
we used Z=0.004 models and for ages more than 9 Gyr and up to 12 Gyr; we used
Z=0.0004 models.
A small fraction of binaries (10%) and the photometric error
in the observation are also included in the synthetic CMDs. The algorithm used here
is an extension of that used in Subramaniam & Sagar (1995,1999). In this algorithm,
we introduced the age range such that we obtain a heterogeneous population in age.
The procedure is described below. Synthetic CMDs were created for a set of ages with
small age ranges.
The stellar distribution in the synthetic CMDs was converted to a density distribution,
using a procedure
similar to the observed CMD. These synthetic CMDs were used as templates of the stellar density
distribution for various age ranges. The synthetic CMDs were created
with a sufficiently high number of stars to minimise the statistical
fluctuations. The above mentioned templates were created for 10-50 Myr, 51-100 Myr and then 9 templates between 100 and 1000 Myr, in steps of 100 Myr,
thereby creating 11 templates. For the 50 Myr
age range, the stars were created with steps of 5 Myr, whereas for the 100 Myr
age range, a step of 10 Myr was used. For ages beyond 1 Gyr, the templates were created for an age range of 200 Myr, up to 2 Gyr, such that 5 templates were made available. Between 2 and 5 Gyr, 6 templates were created with an age
range of 500 Myr. Though the present data is very suitable for estimating the star
formation history beyond 5 Gyr, for the sake of completion, the templates for ages older than 5 Gyr were also included. For older ages, the templates were made for 5-6 Gyr, 6-8 Gyr,
8-10 Gyr and 10-12 Gyr.
These templates were used to create the final CMD in terms of stellar density, which in turn was
compared with the density of the observed CMD. The densities of the templates
are scaled and combined to obtain the best fitting synthetic CMD, based on the minimisation
technique. Scaling the stellar density in various templates is equivalent to adjusting the
star formation rates (SFRs) at the respective ages. The SFRs are estimated in units of
yr-1, such that this is the minimum detectable value.
The range in the scaling factor for which the minimum value
of the
obtained is estimated for each template. The average and the
deviation about the mean of the star formation rate for each age range are thus estimated.
The technique used here is very similar to that used in Dolphin (1997), Olsen (1999) and Dolphin (2000). For stars younger than 1 Gyr the resolution in age is higher, whereas it is lower for populations older than 1 Gyr. As we attempt to compare the cluster formation episodes, which have higher resolution at younger ages, the above resolution values are adequate. The limiting magnitude in the OGLE II data is around V = 21.0 mag. This implies that the stars on the MS are younger than about 1.6 Gyr, while the RGB stars are a mixture of both young and old population. Therefore the present data is not suitable for understanding the star formation history for stars older than 4 Gyr. Also the clusters are known to show an age gap between 4 and 10 Gyr. Although we have considered templates up to 12 Gyr, the comparison between the star and the cluster formation episodes stops at 4 Gyr.
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Figure 3: The stellar densities on the CMDs for regions 1 and 2. Panels a) and c) correspond to the observed CMDs, b) and d) correspond to the synthetic CMDs for regions 1 and 2 respectively. |
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Figure 4: The estimates of SFRs in the six regions between 10 Myr to 12 Gyr are plotted as histograms. |
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Figure 5: The SFRs and the fraction of clusters in various age groups are plotted here for six regions. This plot helps to find out correlation between the increases or decreases in the rates of star and cluster formation. |
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Figure 5 shows the comparison of SFRs and fraction of clusters formed in various age groups. It is seen that the star formation event between 1.0 and 2.0 Gyr resulted in the formation of one star cluster. The star formation which continued to younger ages, resulted in the formation of 3 star clusters, which fall in the age range 300 Myr-1 Gyr. The enhancement in the cluster formation between 100 Myr-300 yr is not reflected in the formation of field stars. For ages older than 300 Myr, the cluster and star formation events are correlated such that the number of clusters found in the age group 1-2 Gyr is lower than that found in the group 300 Myr-1 Gyr. On the other hand an anti-correlation is seen for ages younger than 300 Myr. Also there is very low star formation in the last 100 Myr, whereas there are at least two star clusters younger than 100 Myr. The point to be noted here is that the cluster formation seems to have continued to very recent times, whereas low SFRs are found in the last 200 Myr. In particular, the star formation and the cluster formation rates seem to differ in the last 100-300 Myr history.
The estimated SFRs show that this region has experienced a substantial increase in the SFR at ages around 500 Myr, after that the rate has decreased to near zero values at about 2 Gyr.
Between 2-12 Gyr, there was very little star formation in this region. For younger
ages, the star formation has continued till about 10 Myr. There has been a small increase in SFR
in the last 50 Myr. Therefore this region has had continuous star formation
in the last 2 Gyr period.
The observed stellar density is shown in Fig. 3, along with the synthetic
one.
The feature which is not reproduced in the synthetic CMD is the peak
in the red clump, as in region 1. The reduced value for the fit
is 0.06.
A small enhancement in the star cluster formation which occurred between 300 Myr-1 Gyr,
is well correlated with the high star formation rate at about 500 Myr. This region does not
show the 100-300 Myr enhancement in the cluster formation, but shows a low
formation rate of clusters, which also correlates with the low SFR seen during this period.
There is one cluster which is less than 30 Myr old, and we do find an increase in the SFR
between 10-50 Myr.
Thus the star formation and the cluster formation are more or less correlated in this region.
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Figure 6: The stellar densities on the CMDs for regions 3 and 4. Panels a) and c) correspond to the observed CMDs, b) and d) correspond to the synthetic CMDs for regions 3 and 4 respectively. |
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This region is situated right at the center of the LMC Bar. 17 clusters are found in the 30 arcmin radius, of which ages are known for 13 clusters. Cluster formation in this region appears to be at a more or less constant rate until 30 Myr. 31% of clusters have ages more than 1 Gyr, and 23% of clusters in the lower age ranges. Hence the cluster formation rate was decreased around 1 Gyr, after an initial higher rate. The CMD of 9607 stars within a radius of 3 arcmin is shown in Fig. 2.
The SFR estimates show that this region
experienced increased SF between 600-1200 Myr. The SFR then decreased and settled at a very
low value around 2 Gyr. During the 10-12 Gyr period, this region seems to have experienced
an enhancement in star formation. This is similar to region 1, but the estimated SFR is slightly
less. The density in the CMDs show that the simulated CMD matches with the observed one well.
The red clump peak is again not well reproduced. The reduced value of the fit is 0.05.
The observed stellar density is shown in Fig. 6, along with the synthetic
one.
In this region, we see that the cluster formation was more or less constant, and a steady rate of cluster formation is observed between 30-1000 Myr and a slightly increased rate after 1000 Myr. The estimated SFRs show that the star formation was not continuous between the above period, rather the SFR increased at 600 Myr, then increased further till 1200 Myr. Then it is seen to have decreased after 2 Gyr. If we consider that the increased star formation seen between 1-1.2 Gyr correlates with the increase in the cluster formation, then both rates can be considered to be correlated for ages older than 1 Gyr. Between the ages 300-1000 Myr, the SFR shows an increase and the cluster formation shows a small decrease. On the other hand, for ages in the range 100-300 Myr, we do not find any correlation. The cluster formation is found to have continued at the same rate, whereas the SFR is found to be reduced. The SFR shows an enhancement in the 50-100 Myr age range, with a decreased SFR up to the last 10 Myr. Thus the star and cluster formation rates are found to be more or less correlated, except for the 100-300 Myr age range.
The synthetic CMD as shown in Fig. 6
has more MS stars and a wider RGB. The reduced value for the fit is found to be 0.1,
which is slightly higher than for the other regions. The SFR shows peak values
between 500 Myr and 1.3 Gyr. A small enhancement is seen around 2 Gyr. The SFR is found to be
very low in the age range 2-10 Gyr, with a relatively high rate between 10-12 Gyr.
On comparing the star and cluster formation episodes we find that
the star formation event which occurred in the age range 1.0-2.0 Gyr has
managed to form two star clusters. The star formation which continued to younger
ages, up to 300 Myr, has resulted in the formation of 4 star clusters.
The cluster formation episode is seen to be quite strong in the age range 100-300 Myr, whereas a very low SFR is estimated in the same age range.
Two star clusters are found to be younger than 100 Myr, and an enhancement in the SFR is
found for ages younger than 50 Myr. Thus the star and cluster formation rates are well correlated
except for the age range 100-300 Myr.
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Figure 7: The stellar densities on the CMDs for regions 5 and 6. Panels a) and c) correspond to the observed CMDs, b) and d) correspond to the synthetic CMDs for the regions 5 and 6 respectively. |
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Within a radius of 400 pc, we identified 17 star clusters and ages are known for 15 of them. We find that 40% of the clusters have ages in the range 100-300 Myr, 33.3% have ages in the range 300 Myr-1 Gyr and 13.3% are older than 1 Gyr. The CMD of 6503 field stars within a region of 2 arcmin (27 pc) radius is shown in Fig. 2.
The synthetic and observed CMDs are compared in Fig. 7.
The synthetic CMD shows a vertical RGC and more stars in the fainter end of the MS,
which are not seen in the observed CMD. The reduced value for the fit is found
to be 0.14 and this is the worst fit among all the regions.
The estimated SFRs show that the values are high in the age range 300-800 Myr.
A very small SFR is found between 2-8 Gyr and
a medium rate between 8 and 12 Gyr.
A comparison of the cluster formation rate shows that, the two clusters
older than 1 Gyr could have been formed
between 1-2 Gyr along with the star formation. The enhanced cluster formation between
300 Myr-1 Gyr is well correlated with the enhancement in the SFR. Six star clusters are
formed between 100-300 Myr, whereas an enhancement in the SFR is found at
250 Myr.
One cluster is found to be younger than 30 Myr and one between 30-100 Myr. Correspondingly,
enhancement in the SFR is found for ages younger than 50 Myr. Hence we find a more or less
correlated star and cluster formation for all ages.
The synthetic CMD in Fig. 7 shows that the RGC population is
not matched, though the overall match could be considered satisfactory. The reduced
value is found to be 0.06. The estimated SFRs
are found to be high in the interval of 50 Myr-1000 Myr, and then decreasing up to 2 Gyr. A very low SFR is found in the interval of 2-10 Gyr, with a relatively higher rate
in the 10-12 Gyr interval. A comparison of the SF and the CF episodes shows that
both the rates are found to increase at about 1 Gyr. The CF rate increases further at 300 Myr,
whereas the SF rate is reduced. This region is found to show recent star formation corresponding
to the presence of young star clusters. 4 star clusters are found in the age range 30-100 Myr,
whereas the SFR is found to decrease slightly at 50 Myr. Therefore, the SF and CF are found
to be less correlated in the age range 30-100 Myr, whereas indications of anti-correlation
are found in the 100-300 Myr age range.
The aim of the present analysis is to verify the correlation between the star and cluster formation rates at different epochs in the LMC, particularly on smaller scales. The present study shows that SFRs and the cluster formation rates are more or less correlated for the age range 30-100 Myr. In the age range 100-300 Myr, 5 regions show an enhancement in cluster formation, whereas such an enhancement is not noticed in the SFR. In the age range of 300-1000 Myr, the SF as well as the cluster formation shows enhanced in rates. It is also found that the SF and CF are more or less correlated for ages more than 1 Gyr.
Girardi et al. (1995) estimated the age distribution of star clusters in the LMC.
They found three periods of enhancement in the formation of star clusters in the LMC,
namely at 0.1 Gyr, 1-2 Gyr and 12-15 Gyr.
Pietrzynski & Udalski (2000) found peaks in star cluster formation
at 7 Myr, 125 Myr and 800 Myr. They also found peaks at 100 Myr and 160 Myr,
which they attribute to the last encounter between the Magellanic Clouds.
Grebel et al. (1999) found that the age distributions of both the LMC and the SMC clusters peak at 100 Myr, when the Clouds had their closest encounter and last
perigalacticon.
All the above results indicate that the substantial number of clusters seen in the
100-300 Myr around 5 regions could be part of the cluster formation peak
at that time.
Hence the anti-correlation between the SF and CF during this period could indicate that
the type of SF which induced the CF is different in this period.
On the other hand, the peak in the CF at 800 Myr is well correlated with the SF, as
in most of the regions, the SFR was highest around the age of 800 Myr.
Therefore, the highest correlation between CF and SF rates is found at 800 Myr, whereas
anti-correlation is found in the age range of 100-300 Myr.
It is possible that some assumptions as well as the choice of data could modulate or bias the results obtained here. Some of the possibilities are explored below. (1) Incompleteness in the cluster data: the incompleteness affects the fainter clusters and hence the older clusters will be more affected than the younger ones with bright stars. This can only increase the discrepancy observed here and not reduce it. (2) Inappropriate estimates of the SFRs: an inspection of the CMDs of the regions presented in Fig. 2 indicates low star formation rates for ages younger than a few hundred Myr. In most of the cases the brightest few stars observed belong to the 100 Myr age range. There could be bias for very bright stars as they could have been saturated in the images. This can only affect the very young population, but not for ages older than 50 Myr. (3) Statistical significance: the result obtained here is statistically significant as it is found for 5 of the 6 regions studied. All the regions have a good number of star clusters especially for ages younger than 300 Myr. (4) Selection effects: there was no a priori information for the regions studied here and they were not selected because of a particular property. The choice was only based on the availability of clusters in the neighbourhood. Hence the results are very unlikely to be affected by this. (5) The center field may not be representative for the entire 400 pc region. We have assumed that the stars in the central few pc could represent the whole area with a radius of 400 pc. If this assumption is not valid such that there is difference in population within the radius, the results above may not be valid. To check this, the CMDs were created for stars located in the annulus with 25 and 30 arcmin as the inner and outer radii, which sampled the stars near the periphery. When the central and the peripheral CMDs were compared, no significant changes in the stellar density were noticed. Special attention was given to the younger population and no noticeable increase was noticed in the stellar population younger than 300 Myr. Hence we assert that the result obtained here is likely to be a true feature in the LMC, at least near the bar regions.
In general star formation results in the formation of field stars as well as groups or clusters of stars. Therefore, the SFR is an indicator of the amount of star formation or the major star formation events. The rate of cluster formation therefore is expected to be correlated with the SFR. The main result of this study is that the SF and CF are not seen to be correlated in the 100-300 Myr history of the LMC, whereas it seems to be well correlated for ages higher as well as lower than the above range. This is a surprising result as one expects the imprint of star formation to be present in the field stars as well.
The results presented here could indicate that the star formation in the LMC has a preference to the formation of clusters, bound or unbound in the 100-300 Myr age range. This results in an overabundance of star clusters in this age range. Such a discrepancy decreases for older ages, as stellar evolution as well as dynamical evolution dissolves the clusters beyond the limit of detection. This happens for open clusters and not for the blue globulars. The LMC is also seen to have a healthy population of binary clusters. The age distribution of the multiple clusters in the LMC shows that the largest fraction falls in the 100-300 Myr age range. This also supports the idea of preferred formation of clusters. As the LMC is known to have a slowly rotating disk, the clusters born together are likely to spend a considerable amount of time together. As the tidal field of the LMC is very weak, the clusters located close to each other have a better chance to merge than to disrupt.
The LMC is known to be interacting with our Galaxy and the Small Magellanic Cloud (SMC).
There are many studies that have
looked for the signatures of possible encounters (Westerlund 1997, and references
therein; Maragoudaki 2001) and also studies
which have done simulations of the dynamics of
the interaction between the three galaxies (Fujimoto & Murai 1984; Gardiner &
Noguchi 1996; Gardiner et al. 1994). These studies have found that the LMC
interacted with our Galaxy at about 1.5 Gyr ago,
with the SMC at 0.2-0.4 Gyr and that the LMC had a perigalacticon passage at 100 Myr.
Thus the cluster formation episode
of 100-300 Myr could be correlated with the interaction with the SMC or our Galaxy.
The SMC also shows a peak
in cluster formation between 100-300 Myr (Grebel et al. 1999).
Some clusters could also have been formed due to the propagating star
formation started by the triggers.
On the contrary, the interaction between the Clouds
does not seem to be the cause for the cluster and star formation peak at 1000 Myr.
The result presented here indicates that the star formation induced by interaction may likely to
be biased towards group formation of stars, whereas such a bias is not found in the case of
star formation without any interaction. Formation of globular clusters or dense clusters
is also observed in interacting galaxies. For example,
in the colliding galaxies, NGC 4038/4039
very massive clusters are found to be formed.
Acknowledgements
I thank the referee G. Pietrzynski for helpful comments.