A&A 431, 597-614 (2005)
DOI: 10.1051/0004-6361:20041074
P. Shtykovskiy1 - M. Gilfanov2,1
1 - Space Research Institute, Russian Academy of Sciences,
Profsoyuznaya 84/32, 117997 Moscow, Russia
2 -
Max-Planck-Institute für Astrophysik,
Karl-Schwarzschild-Str. 1, 85740 Garching bei München,
Germany
Received 12 April 2004 / Accepted 18 October 2004
Abstract
We study the population of compact X-ray sources in the Large Magellanic
Cloud using the archival data of the XMM-Newton observatory. The total
area of the survey is 3.8 square degrees with a limiting
sensitivity of
10-14 erg/s/cm2, corresponding to a
luminosity of
erg/s at the LMC distance.
Out of
460 point sources detected in the 2-8 keV energy band,
the vast majority are background CXB sources, observed
through the LMC. Based on the properties of the optical and near-infrared
counterparts of the detected sources we identified 9 likely HMXB
candidates and 19 sources, whose nature is uncertain, thus providing
lower and upper limits on the luminosity distribution of HMXBs
in the observed part of LMC.
When considered globally, the bright end of this distribution
is consistent within statistical and systematic uncertainties with
extrapolation of the universal luminosity function of HMXBs. However,
there seems to be fewer low luminosity sources,
,
than predicted. We consider the impact of the "propeller effect'' on
the HMXB luminosity distribution and show that it can
qualitatively explain the observed deficit of low luminosity sources.
We found significant field-to-field variations in the number of
HMXBs across the LMC, which appear to be uncorrelated with the star
formation rates inferred by the FIR and
emission. We
suggest that these variations are caused by the dependence of the
HMXB number on the age of the underlying stellar
population. Using the existence of large coeval stellar aggregates in
the LMC, we constrain the number of HMXBs as a function of time
elapsed since the star formation event in the range of
from
1-2 Myr to
10-12 Myr.
Key words: X-rays: galaxies - X-rays: binaries - stars: neutron - galaxies: Magellanic Clouds
First imaging X-ray observations of the Large Magellanic Cloud with
Einstein (Wang et al. 1991) and ROSAT (Haberl & Pietsch 1999)
observatories revealed a moderate population of several tens of X-ray
sources associated with this closest neighbor of the Milky Way.
While in the soft X-ray band a
large fraction of these sources are supernovae remnants, at
higher energies, above few keV, X-ray binaries provide the dominant
contribution. For example, based on the spectral hardness of bright
ROSAT sources, Kahabka (2002) identified in the entire LMC
20-30 probable X-ray binary candidates with luminosity
exceeding
erg/s.
The relative numbers of high and low mass X-ray binaries (H or LMXBs)
are defined by the specific star formation rate SFR/M* of the
host galaxy (Gilfanov 2004; Grimm et al. 2003).
Owing to rather low mass,
(Sect. 3.2), and moderate star formation rate (SFR) of
yr-1 (Sect. 3.3), this quantity
is rather high for the LMC, with a SFR/
,
exceeding by a factor of
5-10 that of our
Galaxy.
Correspondingly, the ratio of the expected numbers of bright,
,
X-ray binaries in the LMC equals
(Gilfanov 2004), i.e. is nearly
opposite to that observed in the Milky Way (Grimm et al. 2002).
The absolute number of HMXBs in the LMC is expected to be
1/4 of the number observed in our Galaxy, corresponding to the
ratio of star formation rates in these two galaxies.
As has been shown by Grimm et al. (2003), the X-ray luminosity function
(XLF) of HMXBs obeys, to the first approximation, a universal power
law distribution with a differential slope of 1.6,
whose normalization is proportional to the star formation rate of the
host galaxy. The validity of this universal HMXB XLF has been established
in a broad range of the star formation rates and regimes and in the
luminosity range
.
Based on the ASCA
observations of the Small Magellanic Cloud and on the behavior of the
integrated X-ray luminosity of distant galaxies located at redshifts
observed by Chandra in the Hubble Deep Field North,
Grimm et al. (2003) tentatively suggested that the HMXB XLF is not
dramatically affected by metallicity variations.
Study of the population of high mass X-ray binaries in the LMC is of importance for several reasons:
Table 1: List of XMM-Newton observations used for analysis.
In the present paper we study the population of X-ray binaries in the LMC
based on archival XMM-Newton data.
The distance modulus of the LMC is
(Westerlund 1997), corresponding to the distance of
kpc. The interstellar reddening varies across the LMC, with typical
values in the range
(Westerlund 1997). A
value of
EB-V=0.075 corresponding to the direction towards the
nominal center of the LMC is used throughout the paper.
The paper is structured as follows. XMM-Newton observations and data
analysis are described in Sect. 2.
In Sect. 3 we discuss the nature
of detected X-ray sources. In Sect. 4 we describe the HMXB search procedure and its
results. Resulting HMXB luminosity function and the CXB
are presented in Sect. 5.
The impact of the propeller effect on the HMXB luminosity function is
considered in Sect. 6.
In Sect. 7 we discuss observed
spatial non-uniformity of the
ratio and its dependence
on the age of the underlying stellar population. Our results are
summarized in Sect. 8.
We have selected 23 XMM-Newton archival observations with the pointing
direction towards the LMC and with a sensitivity better than
erg/s/cm2 in the 2-10 keV energy band. These observations are listed in Table 1. Figure 1 shows their fields of view,
overlayed on the far-infrared map (IRAS, 100
)
of the Large
Magellanic Cloud.
![]() |
Figure 1:
Far-infrared (IRAS, ![]() ![]() |
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The observations were processed with the standard SAS task chain. After filtering out high background intervals we extracted images in the 2-8 keV energy band. This energy range was chosen to minimize the fraction of supernovae remnants, cataclysmic variables and foreground stars among detected sources, generally having softer spectra than high mass X-ray binaries. To improve the sensitivity of the survey, images from MOS1 and MOS2 detectors were merged. If both MOS and PN data were available, we used the data having higher sensitivity and smaller number of spurious sources.
The source detection on the extracted images was performed with
standard SAS tasks eboxdetect and emldetect.
The value of the threshold likelihood L used in the emldetect task to
accept or reject detected source was chosen as follows.
We simulated a number of images with Poisson background counts (without
sources). Each of the generated images was analyzed with the full sequence
of source detection procedures using different values of the
emldetect threshold likelihood L and for each trial value of L the
number of detected "sources'' was counted. The final value of the
threshold likelihood, L=22, was chosen such
that the total number of spurious detections was 3 per 23 images.
Note that due to the definition of the threshold likelihood in the emldetect task, this value should not be interpreted as
,
with p equal to the probability of detecting a given number of counts due
to the statistical fluctuation of the Poisson noise.
The obtained images were visually inspected and the source lists were
manually filtered of spurious
sources near bright sources and arcs caused by a single reflection.
All extended sources were removed from the lists.
The 2-8 keV source counts were converted to the 2-10 keV energy flux assuming a power law spectrum with photon index 1.7
and
cm-2.
The energy conversion factors are
ecf
erg/cm2 and
ecf
erg/cm2.
The final merged source list contains
460 sources.
Their flux distribution is plotted in Fig. 3.
The sources with flux
10-13 erg/s/cm2 are listed in Table 2.
Table 2:
List of detected sources with 2-10 keV flux
erg/s/cm2.
For several XMM observations we performed boresight correction using the SAS task eposcorr and optical sources from the USNO-B catalogue (Monet et al. 2003). The correction was applied if any of the following conditions was satisfied:
To compute the flux-dependent survey area, we reproduced the
likelihood
calculation procedure used in the emldetect task and computed
the point source detection sensitivity map for each observation.
The sensitivity in a given pixel of the image was defined as the count
rate of the source located in this pixel, whose likelihood of
detection was equal to the threshold value used in the emldetect
task.
Combining sensitivity maps of all observations we calculated
the survey area as a function of flux (Fig. 2).
From Fig. 2 one can see that the incompleteness effects
become important at fluxes 10-13 erg/s/cm2. In the high
flux limit, the total area of the survey equals
deg2.
![]() |
Figure 2: The survey area as a function of 2-10 keV flux, calculated as described in Sect. 2.3. |
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The inverse area of the survey can be used to correct the observed
differential
distribution:
![]() |
Figure 3:
Cumulative
![]() ![]() |
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The total number of sources with the flux
erg/s/cm2 is
181. After correction for the survey incompleteness (Eq. (2))
this number becomes
.
According to the CXB
determined by Moretti et al. (2003), the total number of CXB
sources expected in the field of 3.77 deg2 is
.
The errors in this estimate
were computed from the uncertainty of the normalization of the CXB
relation, as given by Moretti et al. (2003).
From the comparison of these numbers it is obvious that the majority of
the detected sources are background AGNs.
A significantly less important source of contamination are X-ray sources associated with foreground stars in the Galaxy (no known Galactic X-ray binaries were located in the field of view of XMM observations). There were seven well-known bright nearby stars with 2-10 keV flux exceeding 10-14 erg/s/cm2. All these were excluded from the final source list.
Given the limiting sensitivity of the survey,
erg/s/cm2, corresponding to the luminosity
erg/s at the LMC distance, the intrinsic LMC
sources are dominated by X-ray binaries. Their total number is
proportional to the stellar mass (LMXB) and star formation rate
(HMXB) of the galaxy.
The total stellar mass of the LMC can be estimated from the integrated
optical luminosity. According to the RC3 catalog (de Vaucouleurs et al. 1991), the
reddening-corrected V-band magnitude of the LMC equals
,
corresponding to the total
V-band luminosity of
.
From the
dereddened optical color
(de Vaucouleurs et al. 1991) and using
results of Bell & de Jong (2001), the V-band mass-to-light ratio is
in solar units, giving the total stellar mass of the
LMC
.
Using more recent
determination of the
(Bothun & Thompson 1988), the
V-band mass-to-light ratio is
,
increasing the
total stellar mass estimate to
.
For the stellar mass of
,
using results of Gilfanov (2004),
8-10 LMXBs with
luminosity
erg/s are expected in the entire galaxy.
Below we compare the estimates of the star formation rate in the LMC,
obtained from different SFR indicators.
As is commonly used, the SFR values quoted below refer to the
formation rate of stars in the 0.1-100
range, assuming
Salpeter's initial mass function (IMF).
Based on the total
luminosity of the LMC and applying
an extinction correction of
Kennicutt et al. (1995) estimated the star formation rate of
![]() |
(3) |
According to the Catalog of IRAS observations of large optical
galaxies (Rice et al. 1988), the total infra-red luminosity of the LMC is
erg/s. With the IR-based SFR
calibration of Kennicutt (1998), this corresponds to the star formation
rate of
Filipovic et al. (1998), from comparison of discrete radio (Parkes
telescope) and X-ray (ROSAT) sources, estimate a number of SNRs in
the LMC (36). From the age - radio flux density relation
they estimate an SNR birth rate of one SNR in
yrs, corresponding
to the star formation rate of:
For the star formation rate of
yr-1,
we predict
HMXBs with luminosities
1035 erg s-1
in the whole LMC. This confirms that the population of X-ray
binaries in the LMC is dominated by HMXBs.
To predict the number of HMXBs in our sample of X-ray sources we
estimate the star
formation rate in the part of the LMC covered by XMM pointings from IRAS
infrared maps provided by SkyView (McGlynn et al. 1996).
Calculating the far infrared flux according to the formula
FIR
,
where FIR is flux
in erg/s/cm2 and
is flux in Jy
(Helou et al. 1985), and integrating the IRAS maps, we obtained the total
/yr. This number is a factor of
2 smaller
than Eq. (4), because it was derived from the FIR flux
instead of total infrared flux. To make it consistent
with our determination of the SFR in LMC (Eq. (8)), we
simply multiply the FIR-based values by the correction factor of
4.5. The thus calculated star formation rate of the part of
LMC covered by XMM observations, excluding
circle
centered on R136 (see Sect. 4.5), is:
With the above value of SFR we predict about HMXBs
with luminosities
1035 erg s-1 in the observed part of the LMC. The error in
this number accounts for the uncertainty in the SFR estimate and does
not include the Poisson fluctuations.
We note that there already are 5 well-known high mass X-ray binaries
in our sample: LMC X-3, EXO 053109-6609, RX J0529.8-6556,
RX J0532.5-6551 and RX J0520.5-6932 (Table 2). For comparison, the expected number of CXB sources with flux
erg/s/cm2
corresponding to luminosity
erg/s,
equals
.
There are three
"historical'' bright high mass X-ray binaries in the Large Magellanic
Cloud, LMC X-1 (
erg/s),
LMC X-3 (
erg/s)
and LMC X-4 (
erg/s). Their number is
consistent with the expected value,
.
Similarly, there is one bright LMXB, LMC X-2 with the average luminosity
of
erg/s, which is also consistent with
the expected number
.
An important type of X-ray sources associated with star formation are
Wolf-Rayet stars. Due to strong stellar wind
with
yr-1,
a W-R star forming a binary system with another W-R or OB star
can become a rather luminous X-ray source.
X-ray emission in such a binary system originates from a shock formed
by colliding stellar winds of its members (Cherepashchuk 1976).
Typical luminosities usually do not exceed
erg s-1.
There are about 130 known W-R stars in the whole LMC.
We have cross correlated our data with the fourth catalogue of W-R
stars in the LMC by Breysacher et al. (1999).
Four sources from our sample have been identified as W-R stars.
Two of them are faint objects with fluxes
erg cm-2 s-1 identified in optics as WR+OB systems and
therefore were excluded from the final source list.
The other two sources, XMMUJ053844.2-690608 and
XMMUJ053833.9-691157, located in 30 Dor, will be discussed in Sect. 4.5.
Two well-known Crab-like pulsars located in the field of view of XMM-Newton observations of LMC - PSR B0540-6910 and PSR J0537-6910 - were also excluded from the final source list.
As demonstrated above, the population of compact X-ray sources in the
LMC field is dominated by two types of sources - background AGNs and
high mass X-ray binaries in the LMC.
Their
distributions in the flux range of interest can
be described by a power law
with the differential slopes
2.5 (CXB) and
1.6 (HMXBs). Due to a significant difference in the
slopes, their relative contributions depend strongly on the
flux. At large fluxes,
erg/s/cm2 (
erg/s) the X-ray
binaries in LMC prevail. On the contrary, in the low
flux limit, e.g. near the sensitivity limit of our survey,
erg/s/cm2, the vast majority of the X-ray sources are
background AGN.
This is illustrated by Fig. 3, showing the observed and
corrected for incompleteness
distribution of all
sources from the final source list. The corrected
distribution agrees at low fluxes with that of CXB sources. At high
fluxes, there is an apparent excess of sources above the numbers
predicted by the CXB sources
,
due to the contribution
of HMXBs.
To filter out contaminating background and foreground sources, we use
the fact that optical emission from HMXBs is
dominated by the optical companion, whose properties, such as
absolute magnitudes and intrinsic colors, are
sufficiently well known.
The X-ray-to-optical flux ratios of HMXBs also occupy a rather
well-defined range. In addition, we take into account the fact that
intrinsic LMC objects have small proper motions, 1-2 mas/yr
(Westerlund 1997), which helps to reject a number of foreground stars
with high proper motion.
High mass X-ray binaries are powered by accretion of mass
lost from the massive early-type optical companion.
The mechanism of accretion could be connected to either (i) strong
stellar wind from an OB supergiant (or bright giant) or (ii) an equatorial
circumstellar disk around Oe or Be type star
(e.g. van Paradijs & McClintock 1994; Corbet 1986).
Taking into account positions of possible optical counterparts on the
Hertzsprung-Russel diagram, the distance modulus of the LMC,
(Westerlund 1997), and foreground and intrinsic
reddening towards the LMC,
(Westerlund 1997), we can
estimate visual magnitudes of HMXB optical companions.
OB supergiants and bright giants (luminosity classes I-II) have
absolute magnitudes
,
corresponding to an apparent magnitude in the range
.
The position of Oe and Be stars in the H-R diagram
is close to the main sequence. The majority of such systems have
optical companions with a spectral class earlier than B3. Indeed, in
the catalog of high mass X-ray binaries of Liu et al. (2000), in only
two systems was the optical counterpart classified as B3Ve and in
4-5 - later than B3, out of
90 HMXBs with known optical
counterparts.
Therefore the absolute magnitudes of majority of Be/X binaries are
brighter than
.
This corresponds to a visual magnitude
and about
0.1 mag brighter in the R-band.
Accounting for the interstellar extinction,
,
we
conclude that the majority of HMXBs have apparent magnitudes
brighter than
,
.
Such magnitude filtering rejects the majority of AGN typically
having fainter optical counterparts.
As potential optical counterparts of HMXBs belong to spectral classes
earlier than B3, their intrinsic optical and near-infrared
colors are constrained by
,
,
,
,
.
Taking account of the
interstellar reddening, the apparent intrinsic colors will not
exceed
0.1-0.2.
The interstellar extinction is known to vary across the LMC.
In the above estimates, the upper range of the usually quoted values
(Westerlund 1997) was used.
A several times higher extinction is observed in the 30 Doradus
region,
E(B-V)=0.3-0.6, with the mean value in the
central region
,
and
E(B-V)=0.65 towards
the center of the nebula (Westerlund 1997). Another complication is
related to the fact that two (USNO-B and GSC) out of the three
catalogs used for initial search of optical counterparts of X-ray
sources (Sect. 4.2) have "holes'' with a diameter of
in the 30 Doradus region.
This region is considered separately in Sect. 4.5.
The above discussion is based on our knowledge of HMXB optical
counterparts in the Milky Way. The depleted metallicity in the LMC
will, of course, affect the optical properties of the HMXB
counterparts. From the stellar evolution studies it is known that,
for LMC metallicity, the effective temperature of the early-type stars
on the main sequence increases by
0.01-0.05 dex
(Schraer et al. 1993), resulting in
the intrinsic colors being by
0.1-0.2 mag bluer than the
Galactic ones. As such, these changes do not affect the efficiency of
our selection criteria. The difference in metallicity might have
a more significant effect on formation of HMXB systems. These effects have
not been studied yet and are one of the subjects of this paper.
On the other hand, from the optical spectroscopy of 14 known HMXBs in
LMC, Negueruella & Coe (2002) concluded that their overall optical properties are
not very different from the observed Galactic population.
This suggests that the selection criteria based on the optical properties
of the Galactic HMXBs would be able to identify most of the HMXBs in
the LMC, with the exception of a small fraction of peculiar objects, which in
the case of the Milky Way constitute less than
of the
total population of HMXBs.
We have used the following optical and near-infrared catalogs:
In the second stage, we cross-correlated all X-ray sources having optical counterparts with the near-infrared catalogs 2MASS and DENIS, using the same search radius as before. The following filtering procedure was then applied.
Such low
ratios are typical for foreground
stars but not for X-ray binaries. All confirmed HMXBs in our sample
have
,
except RX J0532.5-6551 and RX J0520.5-6932,
which have
and
respectively.
At large values of the search radius,
,
the observed number of matches
asymptotically approaches the
law, expected
for the number of chance coincidences
(Fig. 4, left panel).
As the localization accuracy of XMM-Newton is sufficiently high,
generally better than
few arcsec, at small values of the search
radius, the total number of matches is dominated by true optical
counterparts of X-ray sources. As is obvious from
Fig. 4, the chosen value of the search radius,
r0=3.6 arcsec, allows us on one hand to detect a significant
fraction,
,
of true optical counterparts (right
panel). On the other hand, it results in a reasonable fraction of
chance coincidences,
(Fig. 4, left panel).
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Figure 4: Left: ratio of the actual number of matches between the X-ray source list and USNO-B catalog to the the expected number of chance coincidences, as a function of the search radius. Right: difference between the number of matches and the expected number of chance coincidences. The vertical dashed line in both panels shows the search radius of 3.6 arcsec. The shaded area indicates the Poisson uncertainty, computed from the square root of the actual number of matches. |
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Table 3: List of HMXB candidates
After the filtering, 28 X-ray sources were left in the list of potential HMXB candidates (Table 3). Of these, 9 sources have optical properties consistent with HMXB counterparts. These sources are considered likely HMXB candidates and are listed in the first half of the table. All known HMXBs located in the filed of view of the XMM-Newton observations are among these sources. Listed in the second half are the sources whose nature cannot be reliably established based on the available optical data.
Comments on the individual sources:
#9:
This source has multiple counterparts in USNO and GSC
catalogues. One of USNO sources has high proper motion and
high
,
therefore, it is likely a
chance coincidence.
Another three GSC and one USNO sources from significantly different
epochs are located at nearly the same position and show no evidence of
proper motion. Their color indexes have large uncertainties,
but all agree with the HMXB nature of the source. It is included in
the list of likely HMXB candidates, although it is less reliable than
other sources in this group.
#12:
This source has been previously classified by Sasaki et al. (2000) as an HMXB
candidate because of the nearby B2 supergiant. However, its improved
X-ray position obtained by XMM deviates by
from
the proposed B2 star. This significantly exceeds the positional
error of
making the association with the
B2 supergiant improbable. The optical matches found within
do not allow us to reach definite conclusion about the
nature of this source.
#13: The optical counterpart of this source was found in the Massey (2002) catalogue. The color indexes B-V=0.25 and V-R=0.17 and proper motion of the nearby USNO source do not allow us to draw conclusions about its nature.
Owing to high stellar density, the central part of this luminous HII region is not well represented in the all-sky optical catalogs, such as USNO and GSC.
There are 5 X-ray sources in the final XMM list within the nominal
size of the nebula,
(Westerlund 1997).
Of these, 3 are located outside
arcmin and a search for
their optical counterparts does not present a problem.
The remaining 2 sources, XMMUJ053844.2-690608 and
XMMUJ053841.7-690514, are located at
from the center
of 30 Dor and positionally coincide with the R136 and R140 stellar clusters
respectively. Both sources show evidence for non-zero angular
extent in XMM data. They were detected earlier by ROSAT and were classified
as high mass X-ray binaries (Wang 1995).
Based on Chandra data, Portegies Zwart et al. (2002) resolved XMMUJ053844.2-690608
into one bright source and a number of weaker sources, all positionally
coincident with bright early type (O3f* or WN) stars in the R136 cluster.
XMMUJ053841.7-690514 is located in the R140 stellar
cluster, known to
contain at least 2 WN stars. Based on the positional coincidence with
Wolf-Rayet stars and, mainly, on the young age of the R136 cluster,
1-2 Myr (Massey & Hunter 1998), insufficient to form compact objects,
Portegies Zwart et al. (2002) suggested that all these sources are colliding wind
Wolf-Rayet binaries, rather than HMXBs. However, for the two brightest
sources the X-ray-to-bolometric flux ratios,
,
exceed by
1-2 orders of magnitude the typical values
for such objects in the Galaxy and for other sources detected by
Chandra in R136 (Portegies Zwart et al. 2002).
Because of this uncertainty we exclude from further
consideration the
region, centered on the R136 stellar
cluster. We note that this does not affect our main results and
conclusions.
The completeness of the list of HMXB candidates is defined by the following factors:
The initial search for optical counterparts is based on the
GSC2.2 and USNO-B catalogs. The GSC2.2 is a magnitude-selected
()
subset of the GSC-II catalog
(http://www-gsss.stsci.edu/gsc/gsc2/GSC2home.htm). The latter is
complete to J=21 at high galactic latitudes (Morrison & McLean 2001).
The USNO-B 1.0 catalog is believed to be complete down to V=21 (Monet et al. 2003). Completeness of both catalogs is known to
break down in the crowded regions. One example of such a region is
the central part of 30 Dor which was excluded from the analysis
(Sect. 4.5).
As no sensitivity maps for the optical catalogs exist, a quantitative
estimate of the completeness of the initial counterpart search
is impossible.
However, the quoted completeness limits of both catalogs are
2-3.5 mag better than chosen threshold of 17.5 mag for the
optical counterpart search. This suggests that the completeness of
the optical catalogs is unlikely to be the primary limiting factor.
![]() |
Figure 5:
The incompleteness-corrected XLF of HMXB candidates in
LMC. The upper histogram shows all sources from Table 3,
except two in the 30 Dor region; the lower one
shows likely HMXB candidates (upper part of Table 3).
These two histograms provide upper and lower
limits for the true HMXB XLF.
The upper grey line and shaded area show the luminosity distribution
predicted from the "universal'' XLF of Grimm et al. (2003) extrapolated
towards low luminosities and its uncertainty.
The lower solid and dashed lines show the same XLF modified by the
"propeller effect'' assuming the black hole fraction of
![]() ![]() |
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The incompleteness-corrected luminosity distribution of HMXB
candidates is shown in Fig. 5. The upper and lower
histograms correspond to all sources from Table 3 and
to the likely HMXB candidates respectively. These two histograms
provide upper and lower limits for the true X-ray luminosity function
of HMXBs in the observed part of the LMC. As is clear from
Fig. 5, they coincide at the luminosity
erg/s, with the uncertainty of the optical identifications
becoming significant only at lower luminosities.
We note that the upper histogram steepens at low luminosities
where its slope is close to that of the CXB sources.
Such behaviour indicates that a significant fraction of low luminosity
sources of uncertain nature might be background AGNs.
In order to constrain the XLF parameters, we fit the data
using the maximum likelihood method (Crawford et al. 1970) with a power law
distribution in the range of luminosities
erg/s, where both curves coincide.
We obtain best fit value for the differential slope
;
the normalization corresponds to
HMXBs. As is evident from
Fig. 5, the slope of the luminosity
distribution appears to be somewhat flatter and its normalization
smaller than predicted from extrapolation of the "universal'' HMXB
luminosity function of Grimm et al. (2003) -
and
(Sect. 3.4).
However, the XLF flattening is not statistically significant in the
erg/s luminosity range -
the Kolmogorov-Smirnov probability for the universal HMXB XLF model
is
40%. Only in the entire luminosity range of
Fig. 5 is the shape of the luminosity distribution of
reliable HMXB candidates (the lower histogram in Fig. 5)
inconsistent with the extrapolation of the universal HMXB XLF,
the Kolmogorov-Smirnov test giving the probability of
.
On the other hand, the list of reliable HMXB candidates may be
incomplete below
erg/s.
Due to the limited number of sources and ambiguity of
their optical identifications at low luminosities, it is premature to
draw a definite conclusion regarding the precise shape of the XLF below
erg/s and its consistency with the
extrapolation to the low luminosities of the universal HMXB XLF of
Grimm et al. (2003).
We note however that the flattening of the luminosity distribution
leading to the deficit of the low luminosity sources should be
expected due to the "propeller effect''. As this effect and its
impact on the HMXB XLF is of interest on its own, we consider it in
detail in Sect. 6.
Another factor affecting the overall normalization of the luminosity distribution - the dependence of the number of HMXBs on the stellar population age - is discussed in Sect. 7.
The
distribution of CXB sources obtained after removal
of HMXB candidates is shown in Fig. 6. The difference
between the upper and lower limit on the HMXB population is insignificant
in this context, due to the large number of CXB sources at low fluxes.
Below we give values obtained after removing all HMXB candidates.
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Figure 6:
Cumulative
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We fit the resulting
distribution in the flux range
erg cm-2 s-1 with a power law model
,
where
erg/s/cm2. Best fit values are
and
.
The Kolmogorov-Smirnov test accepts this model, giving a K-S
probability of
.
These best fit values agree with the CXB parameters determined in
other surveys, in particular with those from Moretti et al. (2003):
,
k=121+69-31.
The latter distribution is shown in Fig. 6 by the solid
line.
As high mass X-ray binaries are young objects, the neutron star
magnetic field is sufficiently strong to be dynamically important
in the vicinity of the neutron star. Indeed, the majority of known HMXBs
in the Milky Way (Liu et al. 2000) and Small Magellanic Cloud
(Corbet et al. 2004) are X-ray pulsars. In the presently accepted picture
the transition from disk-like accretion to a magnetospheric flow,
co-rotating with the neutron star,
occurs in a narrow region located at the magnetospheric radius .
The location of the transition region is defined by the
balance between the NS magnetic field pressure and the pressure (ram
and thermal) of the accreting matter. There is some uncertainty in
the definition of
,
due to uncertainty in the physics of the
disk-magnetosphere interaction, the canonical value being
(e.g. Lamb et al. 1973):
The character of the disk-magnetosphere interaction depends critically
on the fastness parameter,
,
defined as
the ratio of the neutron star spin frequency
and the Keplerian
frequency at the magnetospheric radius
.
As suggested by Illarionov & Sunyaev (1975), at low mass accretion rates, the
spin frequency of the neutron star can exceed the Keplerian frequency
at the magnetospheric radius. In this case, corresponding to
,
the flow of the matter towards the neutron star
will be inhibited by the centrifugal force exerted by the rotating
magnetosphere and the matter can be expelled from the system due to
the "propeller effect''.
If the critical value of the fastness parameter
,
at
which the "propeller effect'' occurs, is known, the corresponding
value of the critical luminosity can be computed.
Using Eq. (10):
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Figure 7: Distribution of spin periods ( left) and magnetic field strength ( right, Coburn et al. 2002) in high mass X-ray binaries. The spin period distributions are shown separately for the Milky Way (Liu et al. 2000) and SMC (Corbet et al. 2004) sources. The SMC distribution is shifted along the x axis by 0.2 dex for clarity. The smooth solid lines in both panels show the model distributions used for calculation of the propeller effect. |
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The existence of the lower limit on the luminosity of an accreting neutron
star will obviously modify the shape of the luminosity function of
high mass X-ray binaries, leading to a deficit of low luminosity
sources. The modified luminosity distribution can be calculated as:
For the undisturbed distribution
we extrapolated towards low luminosities the universal luminosity
function of HMXBs, derived by Grimm et al. (2003):
To estimate the distributions of HMXBs over the NS spin period and
magnetic field, we used the data on the known HMXBs. Strictly
speaking, the observed distributions are themselves modified by the
"propeller effect'', as the critical luminosity depends strongly on
the NS period and magnetic field. For the purpose of this qualitative
consideration we ignore this effect and use observed distributions.
For the spin frequency we used the measured periods of known X-ray
pulsars in the Milky Way (Liu et al. 2000) and Small Magellanic Cloud
(Corbet et al. 2004). The distributions are plotted in the left
panel of Fig. 7, demonstrating that
they are similar. We approximated
these distributions with an empirical function
The examples of the luminosity distributions, modified by the
"propeller effect'' for different values of the parameters are shown
in Fig. 8.
Given the shapes of
and
distributions, the function f(L) and resulting luminosity function
weakly depend on the values of
Gauss and
s. Therefore they were fixed at these values.
The dependence on
and
is significantly
stronger. The long period pulsars with
s are
unaffected by the "propeller effect'' but they can be subject to a
significant observational bias, as the long periods
are more difficult to detect. Based on the observed period
distribution of the known X-ray pulsars,
s seems to be a reasonable choice.
There are no X-ray pulsars with measured B below
1012Gauss. On the other hand, for
Gauss, the
cyclotron line energy is in the
1-10 keV energy range,
where it could have been easily detected by numerous experiments,
operating in the standard X-ray band. We assumed in the following
Gauss.
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Figure 8:
Impact of the propeller effect on the luminosity distribution
of high mass X-ray binaries with a neutron star primary.
The straight line shows the initial power law
distribution with differential slope 1.6. The curved lines show the
luminosity function modified by the propeller effect for different
parameters of the distributions of the neutron star spin and magnetic
field. The neutron star mass and radius are
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Although the choice of
and
significantly affects the global shape of the
luminosity function, it has a modest effect in the luminosity range of
interest,
(Fig. 8).
In the simplified model considered above, the shape of the luminosity
function in this range is sensitive only to the radius of the neutron
star and to the critical value of the fastness parameter
(Eq. (11)).
The overall impact of the "propeller effect'' on the HMXB luminosity
function depends on the fraction of neutron star binaries, as
HMXBs with a black hole primary are, obviously, unaffected by it.
Presently, there is some ambiguity in this fraction.
In the Milky Way, for 50 out of 85 HMXBs, X-ray
pulsations were detected (Liu et al. 2000). For only a few of the
remaining 35 sources was the black hole nature of the primary
confirmed. Therefore, the fraction of HMXBs with black hole primaries
is
.
In the case of the Small Magellanic
Cloud, there are 25 objects listed in the catalog of Liu et al. (2000),
of which for 18 X-ray pulsations were detected
(Corbet et al. 2004; Liu et al. 2000) and for no source was the black hole nature of
the primary confirmed, therefore
.
With this uncertainty in mind, we compare the model with the observed
luminosity function of HMXBs in the LMC in Fig. 5.
The luminosity distributions with account taken of the
"propeller effect'' are shown as solid and dashed thick grey lines,
computed assuming
and
respectively.
The "propeller effect'' in both curves was computed assuming
,
km,
Gauss,
Gauss,
s,
s.
The
curve illustrates the maximum amplitude of the impact
of the "propeller effect'' on the luminosity distribution of HMXBs
(for the given choice of the NS parameters and
).
As expected, the "propeller effect'' results in the deficit of
low luminosity sources and flattening of the
XLF. This behaviour is qualitatively similar to
the observed XLF (Fig. 5).
However, due to lack of distinct features of the "propeller effect''
in the XLF at
and large uncertainty in the observed
HMXB XLF at low luminosities, it is premature to draw any definite
conclusion regarding the relevance of the "propeller regime'' of
accretion onto a strongly magnetized neutron star.
Its impact would be more apparent in the
luminosity range. In order to
construct this, a larger number of sources and better sensitivity
limits are required.
Considered globally, the number and luminosity distribution of HMXBs
in the observed part of the LMC roughly agree with expectation based
on the
universal luminosity function of HMXBs, probably modified by the
propeller effect at the low luminosity end (Fig. 5).
However, examination of the numbers of detected HMXBs in the individual
XMM pointings reveals a significant non-uniformity of the
ratio, as illustrated by Fig. 9.
This figure also shows all known HMXBs and HMXB
candidates in LMC. These do not represent a flux-limited
sample, therefore, it should be interpreted with caution.
Nevertheless, their spatial distribution shows the same trends as the
distribution of the HMXBs detected by XMM, which do constitute a
flux-limited sample.
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Figure 9:
The
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HMXBs are often considered as an "instantaneous'' tracer of star
formation. However, the lifetime of the most massive stars of
is
2.6 Myr and can be as long as
15-20 Myr for
stars. To this
time one should add a delay required for the binary to reach the
HMXB phase,
Myr.
Following an instantaneous creation of stars at
,
the
number of HMXBs
is a non-monotonic function of
time
passed since the star formation event. It equals zero at
Myr, unless stars are formed significantly
heavier than the conventionally accepted upper mass limit of
125
.
At later times, the
is an increasing
function of
,
until at least
Myr, corresponding to
the lifetime of the least massive stars,
,
capable
of leaving behind a compact object. The behaviour of
at later times is not clear. One might expect that at
Myr, the number of HMXBs will decrease with
time. However, this behaviour will be affected by the binary
systems with a less massive companion, entering the HMXB phase at later
times (i.e. having a longer time delay
).
This simple picture might qualitatively explain the observed
non-uniformity of the spatial distribution of HMXBs in the LMC.
Indeed, the central region of 30 Dor has a very young age, 1-2 Myr,
as revealed by its H-R diagram and stellar mass distribution
(Massey & Hunter 1998). This is insufficient to form compact objects -
neutron stars or black holes, as was noted by Portegies Zwart et al. (2002), unless stars
with masses exceeding
were formed in R136.
The LMC4 supergiant shell, on the other hand, has an age of
10 Myr (Braun et al. 1997),
which is sufficient for all stars heavier
than
to have become collapsed objects. The OB
associations in the southern part of LMC 4 are somewhat younger, with
ages ranging from
2 Myr to
6-9 Myr (Braun et al. 1997, and
references therein), which might
explain the pausity of HMXBs there.
In the bow-shock induced star formation model of de Boer et al. (1998),
the stellar population age increases clockwise from 1 Myr to the
south-east of 30 Dor, to
10-15 Myr in the north-east of the LMC,
near LMC 4, to
20-40 Myr to the north-west. This also
qualitatively agrees with the observed distribution of
HMXBs in the LMC.
The proximity of LMC allows to construct H-R
diagrams and sufficiently accurately determine the age and the mass
function of the stellar population in various parts
of LMC. Due to the small inclination angle and, consequently, small depth,
the individual stellar associations can be studied without significant
projection effects and contamination by the foreground and background
populations.
As a result of these studies, it has been found that the supergiant
shells in the LMC often host coeval stellar populations. One of the most
intriguing examples is the LMC 4 supergiant shell, with a diameter of
1.4 kpc, inside which no significant age gradients have been found,
with all the stars having approximately the same age of
9-12Myr (Braun et al. 1997).
X-ray observations and HMXB number-counts in the fields, well studied
in the optical band, open a unique possibility to directly determine
the number of high mass X-ray binaries as a function of
time elapsed since the star formation event.
This possibility is explored below using two stellar
associations in the LMC as an example - the R136 stellar cluster and
the northern part of the LMC 4 supergiant shell.
We assume that stars are formed instantaneously at time with the Salpeter IMF with an upper mass cut-off
.
The time-dependent specific number of HMXBs,
,
is
defined as the number of HMXBs present after time
since the star formation event, normalized to the total mass of
massive stars with
,
formed at
:
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Figure 10:
The time dependence of the specific number of HMXBs,
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In a simple ad hoc model of the formation of HMXBs, the dependence
can be estimated as follows.
Braun et al. (1997), fitting the stellar tracks of Schraer et al. (1993),
have found that the lifetime of a star of mass M is
The normalization in Eq. (22) depends on a
number of parameters of the binary evolution, such as the total
fraction of the binaries, the fraction, survived the supernova
explosion etc, whose values are unknown.
On the other hand, normalisation can be determined from the
calibration of the
SFR relation obtained by Grimm et al. (2003).
From its derivation, this calibration corresponds to the case of a
steady star formation on a time scale longer than HMXB formation and
life times. Therefore:
Table 4:
Constraints on
The above model is of course very simplified.
In its more realistic version the effects of spread in
,
and in ages of the stellar population
should be taken into account. However, to a first approximation
such effects will only smooth the edges, leaving the overall behaviour
of
unchanged. Significantly more important are
the effects of evolution of the secondary and contribution of the
intermediate mass systems.
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Figure 11:
The
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Based on the archival data of XMM-Newton observations, we studied the
population of compact sources in the field of the LMC. The total area of
the survey is 3.8 sq.degr. with a limiting sensitivity of
10-14 erg/s/cm2 (Fig. 2), corresponding to
the luminosity of
erg/s at the LMC distance.
Acknowledgements
This research has made use of data obtained through the High Energy Astrophysics Science Archive Research Center Online Service, provided by the NASA/Goddard Space Flight Center. This publication has made use of data products from the Two Micron All Sky Survey, Guide Star Catalogue-II and USNO-B1.0 catalogue. P.S. would like to thank the Max-Planck-Institute for Astrophysics (Garching), where a significant part of this project was done. PS also acknowledges partial support from the President of the Russian Federation grant SS-2083.2003.2.