A&A 477, 735-746 (2008)
DOI: 10.1051/0004-6361:20078568
A. Caccianiga1 - P. Severgnini1 - R. Della Ceca1 - T. Maccacaro1 - F. Cocchia1,2 - X. Barcons3 - F. J. Carrera3 - I. Matute6 - R. G. McMahon4 - M. J. Page5 - W. Pietsch6 - B. Sbarufatti7 - A. Schwope8 - J. A. Tedds9 - M. G. Watson9
1 - INAF - Osservatorio Astronomico di Brera, via Brera 28,
20121 Milan, Italy
2 -
INAF - Osservatorio Astronomico di Roma, via di Frascati 33, 00040 Monte
Porzio Catone, Italy
3 -
Instituto de Física de Cantabria (CSIC-UC), Avenida de los
Castros, 39005 Santander, Spain
4 -
Institute of Astronomy, Madingley Road, Cambridge CB3 0HA, UK
5 -
Mullard Space Science Laboratory, University College London,
Holmbury St. Mary, Dorking, Surrey RH5 6NT, UK
6 -
Max-Planck-Institut für extraterrestrische Physik, Giessenbachstrasse,
85741 Garching, Germany
7 -
INAF - IASFPA, via Ugo La Malfa 153, 90146 Palermo, Italy
8 -
Astrophysikalisches Institut Potsdam (AIP),
An der Sternwarte 16, 14482 Potsdam, Germany
9 -
X-ray & Observational Astronomy Group, Department of Physics and Astronomy,
Leicester University, Leicester LE1 7RH, UK
Received 29 August 2007 / Accepted 1 October 2007
Abstract
Aims. We present the optical classification and redshift of 348 X-ray selected sources from the XMM-Newton Bright Serendipitous Survey (XBS), which contains a total of 400 objects (identification level = 87%). About 240 are new identifications. In particular, we discuss in detail the classification criteria adopted for the active galactic nuclei (AGNs) population.
Methods. By means of systematic spectroscopic campaigns using various telescopes and through the literature search, we have collected an optical spectrum for the large majority of the sources in the XBS survey and applied a well-defined classification "flow chart''.
Results. We find that the AGNs represent the most numerous population at the flux limit of the XBS survey (10-13 erg cm-2 s-1) constituting 80% of the XBS sources selected in the 0.5-4.5 keV energy band and 95% of the "hard'' (4.5-7.5 keV) selected objects. Galactic sources populate the 0.5-4.5 keV sample significantly (17%) and only marginally (3%) the 4.5-7.5 keV sample. The remaining sources in both samples are clusters/groups of galaxies and normal galaxies (i.e. probably not powered by an AGN). Furthermore, the percentage of type 2 AGNs (i.e. optically absorbed AGNs with
mag) dramatically increases going from the 0.5-4.5 keV sample (
%) to the 4.5-7.5 keV sample (f=32%). We finally propose two simple diagnostic plots that can be easily used to obtain the spectral classification for relatively low-redshift AGNs even if the quality of the spectrum is not good.
Key words: galaxies: active - galaxies: nuclei - quasars: emission lines - X-ray: galaxies - Surveys
One of the primary goals of all these hard X-ray surveys is to explore the population of absorbed AGNs and, to this end, an optical classification that can reliably separate between optically absorbed and non-absorbed objects is always required. Two important limits, however, affect the spectroscopic follow-ups of deep and, in part, medium surveys: first, the optical counterparts are often too faint to be spectroscopically observed even at the largest optical telescopes currently available. Second, even when a spectrum can be obtained, its quality is not always good enough to provide the critical pieces of information that are required to assess a reliable optical classification. These two problems often limit the final scientific results that are based on the optical classification of medium/deep surveys.
In contrast, bright surveys offer the important possibility of obtaining a reliable optical classification for virtually all the selected sources (with some exceptions, as discussed in the next sections). The disadvantage of dealing with shallow/wide-angle samples is that the techniques for efficiently observing many sources at once, like multi-objects or fibers based methods, cannot be applied for the optical follow-up, given the low space density of sources at bright X-ray fluxes. The only suitable method, the "standard'' long-slit technique, requires many independent observing nights to achieve the completion of the optical follow-up.
In this paper we present and discuss in detail the optical classification process of the XMM-Newton Bright Serendipitous Survey (XBS, Della Ceca et al. 2004), which currently represents the widest (in terms of sky coverage) among the existing XMM-Newton or Chandra surveys for which a spectroscopic follow-up has almost been completed. The aim of the paper, in particular, is to provide not only a generic classification of the sources and their redshift but also a quantification, within the limits of the available data, of the corresponding threshold in terms of level of optical absorption.
The paper is organized as follows. In Sect. 2 we describe the XBS survey,
in Sect. 3 we describe the process of identification of the optical
counterpart, in Sects. 4 and 5 we respectively summarize our own
spectroscopic
campaigns carried out to collect the data and the data obtained from
the literature. In Sect. 6 we briefly discuss the data reduction and
analysis of the optical spectra and in Sect. 7 give the details on
the classification criteria adopted for the sources in the XBS survey.
In Sect. 8 we propose two diagnostic plots that can be used
to easily classify the sources into type 1 and type 2 AGNs.
The resulting catalogue is presented in Sect. 9, while in Sect. 10
we briefly discuss the optical breakdown and the redshift distribution of
the sources.
The conclusions are finally
summarized in Sect. 11. Throughout this paper
H0=65 km s-1 Mpc-1,
,
and
are assumed.
One of the main goals of the survey is to provide a well-defined and statistically complete census of the AGN population with particular attention to the problem of obscuration. To this end, the possibility of comparing X-ray and optical spectra of good quality for all the sources present in the two complete samples offers a unique and fundamental tool for statistically studying the effect of absorption in the AGN population in an unbiased way. Indeed, most of the X-ray sources of the XBS survey have been detected with enough counts to allow a reliable X-ray spectral analysis. At the same time, most of the sources have a relatively bright (R< 22 mag, see next section) optical counterpart and they can be spectroscopically characterized using a 4-m class telescope.
To date, the spectroscopic identification level has reached 87% (87% and 97% considering the BSS and the HBSS samples separately). The results of the spectroscopic campaigns are discussed in the following sections.
The identification of the optical counterparts of the XBS sources is
relatively easy given the combination of the good positions of the
XMM-Newton sources (90% error 4
,
Della Ceca et al. 2004)
and the brightness of the sources: X-ray sources with
erg cm-2 s-1 are expected to have an optical counterpart
brighter than 22 mag for X-ray-to-optical flux ratios below 20 (i.e. for
the majority of type 1 AGNs, galaxies and stars). Only the rare
(but interesting)
sources with extreme X-ray-to-optical flux ratios, like the distant type 2 QSOs
(e.g. Severgnini et al. 2006), are expected to have magnitudes as faint as
.
For this reason, for the large majority of the XBS sources we
have been able to unambiguously pinpoint the optical counterpart using the
existing optical surveys (i.e. the
DSS I/II
and the
SDSS
).
In particular, we have found the optical counterpart for about 88% of
the XBS sources on the DSS with
a red magnitude (the APM
red magnitude) brighter than
20.5.
All but 6 of the remaining sources
have been optically identified either through dedicated photometry
or using the SDSS catalogue. The red magnitudes of these sources
are relatively bright (R between 20.5 and 22.5) with one exception: an
R=24.5 object (XBSJ021642.3-043553), which turned out to be a distant
(z=1.985)
type 2 QSO (Severgnini et al. 2006).
For 6 objects we have not yet found the optical counterpart, but only
for two of these we have relatively deep images that have
produced a faint lower limit on the R magnitude (R>22.8 and
R>22.2).
For the other 4 sources we only have the upper limit
based on the DSS plates.
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Figure 1: Magnitude distribution of the XBS optical counterparts. Most (94%) of the magnitudes are in a red filter. Shaded histogram represents the sources without a spectral classification. |
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Figure 2: X-ray/optical positional offsets of the 348 XBS sources with a spectral classification. Open circles are stars and clusters of galaxies, while filled points are the remaining sources (AGNs and "elusive AGN candidates''). The two circles represent the regions including 68% and 90% of the points. |
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Figure 3: X-ray/optical positional offsets of the XBS sources in common with the 2XMM catalogue (343 in total). In this case the X-ray positions are taken from the 2XMM catalogue that has been produced with recent versions of the Standard Analysis System. Symbols and regions as in Fig. 2. |
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In conclusion, we found the most-likely optical counterparts for the large
majority of the 400 XBS sources (all but 6 sources). The magnitude distribution
of the counterparts is presented in Fig. 1. Since we did not
carry out a systematic photometric follow-up of the XBS objects, we do
not have a homogeneous set of magnitudes in a well-defined filter.
In Fig. 1 we report the magnitudes either from existing
catalogues (e.g. APM, SDSS, NED,
Simbad
) or from our own
observations. Most of them (94%) are in a red filter, while the remaining 6% (all bright stars with mag < 13) are in V or B filters.
In Fig. 2 we show the X-ray/optical
positional offsets of the 348 XBS sources discussed in this paper
(i.e. those with a spectral classification). All the identifications
have offsets below 7
,
with the majority (
90%) of
sources having an offset below 3.8
.
In Fig. 2 we have
distinguished the objects spectroscopically classified as stars and clusters
of galaxies from the rest of the sources
since both stars and clusters may suffer from larger
positional offsets due to the presence of proper motions (stars) or, in the
case of clusters of galaxies, due to the
intrinsic offset between the X-ray source (the intracluster gas) and the
optical object (e.g. the cD galaxy). Indeed, the circle including 90%
of stars and clusters is larger (
4.5
)
than the
circle computed using all the sources.
In the last few years,
the XMM-Newton images have been reprocessed with improved versions
of the SAS and the astrometry has been refined and corrected. We
thus recomputed the X-ray-optical offsets using the improved X-ray
positions included in the preliminary version of the
second XMM-Newton Serendipitous EPIC Source Catalogue (2XMM,
Watson et al. 2007, in preparation, see also http://xmm.vilspa.esa.es/xsa/).
In Fig. 3 we plot these newly computed offsets for the
objects that are in common with the 2XMM catalogue. The improvement is
evident, with 90% of the sources (excluding stars and clusters) having
an offset below 2.1
.
The sources with relatively large offsets
(4-5
)
are mostly stars and clusters.
All but 2 extragalactic "non-clusters'' objects
have X-ray-to-optical offsets below 4
.
By inspecting the X-ray images of the two extragalactic "non-clusters''
objects with
large offsets (XBSJ095054.5+393924, a type 1 QSO at
z=1.299
and XBSJ225020.2-642900, a type 1 QSO at z=1.25), we found strong
indications that both objects are
the result of a source blending that has "moved'' the centroid of the
X-ray position between two nearby objects. Interestingly, in one of
these cases (XBSJ225020.2-642900),
we also spectroscopically observed the
second (and fainter) nearby object and found a very similar spectrum
of type 1 QSO at the same redshift (1.25). This could either be a
real QSO pair or, alternatively, the result of gravitational lensing
caused by a (not visible) galaxy.
In conclusion, excluding these two objects for which the X-ray position is
not accurate, all the XBS sources classified as extragalactic objects
have an optical counterpart within 4
using the improved X-ray positions
and 90% have offsets within 2.1
.
Table 1: Journal of observations.
Stars and galaxies, instead, may contaminate the identification process,
given their higher sky density. In principle, a fraction of sources
identified as stars or "normal'' galaxies (or elusive AGNs, see discussion
in Sect. 7.5) could be spurious counterparts.
Considering the density of stars and
galaxies at the faintest magnitudes observed in the two classes of sources
(
and
), we expected about 12 stars and
4 galaxies falling by chance within 4
from the 400 X-ray positions.
This is clearly an upper limit given the adopted identification process:
we usually observed all the bright (i.e. visible on the DSS) objects
falling within the circle of 4
radius and, whenever an AGN is found,
we considered it as the right counterpart and discarted
the others (either stars or galaxies. As described above the probability
of finding an AGN by chance is very low in our survey).
This strategy excludes the large
majority of possible spurious galaxy or star identifications: only those
stars or galaxies falling by chance close to an X-ray source whose real
counterpart is weak (e.g. weaker than the
DSS limit) have the possibility of being considered the counterpart by
mistake. Since the majority (
90%) of the real counterparts are
expected to be brighter than the DSS limit, we conclude that only
1/10
of the 12 stars and 4 galaxies falling by chance in the error circle
have the possibility of being considered as the counterpart. Therefore, the
actual number of spurious stars and galaxies in the sample should be
1.2 and
0.4, respectively. In conclusion, we do not expect
more than 1-2 misidentifications in the entire XBS survey.
The instrumental configurations are summarized in
Table 1.
We always adopted a long-slit configuration with
low/medium dispersion (from 1.4 Å/pixel
to 3.7 Å/pixel) and low/medium resolution (from 250 to 450)
grisms to maximize the wavelength coverage.
For the data reduction we have used the IRAF longslit package.
The spectra were wavelength-calibrated using a reference spectrum and
flux-calibrated using photometric standard stars observed the
same night. Most of the observations were carried out in non-photometric
conditions. Since the main goal of the observations was to secure a
redshift and a spectral classification of the source we did not attempt
to obtain an absolute flux calibration of the spectra.
In general, we have two exposures for each object, except for a few cases in which we have only one spectrum or three exposures. Cosmic rays were subtracted manually from the extracted spectrum or automatically if three exposures of equal length are available.
On average, the seeing during the observing runs ranged from
1
to 2
with a few exceptional cases of seeing below
1
(0.5
-0.8
,
typically during the runs at the ESO NTT).
Usually, during very bad seeing conditions (
2.5
), no
observations were carried out.
We have used a slit width of 1.2
-1.5
except
for the periods
of sub-arcsec seeing conditions, where a slit width of 1
was used
to maximize the signal.
If a classification is present in the literature but no further information is found we have kept the classification only if it can be considered unambiguous (e.g. a type 1 QSO, see discussion in Sect. 7).
Given the moderate resolution of the spectroscopic observations
(
-1200 km s-1), we applied a correction to the
line widths to account for the instrumental broadening, i.e.:
The errors on EW and FWHM were estimated with the task "splot''. This task adopts a model for the pixel sigmas based on a Poisson statistics model of the data. The model parameters are a constant Gaussian sigma and an "inverse gain''. We set this last parameter to "0''; i.e., we assume that the noise due to instrumental effects (RON) is negligible. This is reasonable for our spectra. The de-blending and profile-fit error estimates are computed by Monte-Carlo simulation (see iraf help for details). We found that the errors computed in this way are sometimes underestimated, in particular when the background around the emission/absorption line is not well-determined and/or when the adopted model profile (Gaussian or Lorentz profile) does not correctly describe the line. In these cases we have adopted a larger error that includes the values obtained with different background/line profile models.
For all the identifications for which only a printed spectrum is available, we performed a similar (but rougher) analysis and included the larger uncertainties in the error bars.
The classification of an XBS source as a cluster of galaxies is essentially based on the visual detection of an overdensity of sources in the proximity of the X-ray position on the optical image and on the spectroscopic confirmation that some of these objects have the same redshift. In all these cases, the object closer to the X-ray position is an optically "dull'' elliptical galaxy. The cluster nature of the XBS sources is usually confirmed by a visual inspection of the X-ray image, which shows that the X-ray source is extended. In the XBS survey, we currently have only 8 objects classified as clusters of galaxies. However, this type of objects is certainly under-represented because the source detection algorithm is optimized for point-like sources (see Della Ceca et al. 2004). This is also true for normal galaxies whose X-ray emission (due to diffuse gas and/or discrete sources) is extended.
In this paper we do not discuss stars and clusters of galaxies, and they will be excluded from the following analysis. In this section we present the criteria adopted to classify the remaining extragalactic sourcesin detail, i.e. AGNs (including BL Lac objects) and galaxies.
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Figure 4: Classification flow chart of the XBS extragalactic sources (excluding clusters of galaxies). Numbers near the arrows indicate the number of XBS sources that have followed the corresponding path. The sources within the "optically elusive AGN candidates'' group have been classified on the basis of the X-ray spectrum and re-distributed into the other classes accordingly (see Caccianiga et al. 2007). |
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One of the primary goals of the XBS survey is to explore the population of absorbed AGNs. For this reason, we want to adopt an optical classification that can reliably separate optically absorbed from non-absorbed objects. The criterion typically used to separate optically absorbed and non-absorbed AGNs is based on the width of the permitted/semi-forbidden emission lines, when present. However, different thresholds have been used in the literature to distinguish type 1 (i.e. AGNs with broad permitted or semi-forbidden emission lines) and type 2 AGNs (i.e. with narrow permitted/semi-forbidden emission lines) ranging from 1000 km s-1 (e.g. Stocke et al. 1991 for the Extended Medium Sensitivity Survey, EMSS) up to 2000 km s-1 (e.g. Fiore et al. 2003, for the Hellas2XMM survey). Both thresholds present some limits.
On the one hand, the 2000 km s-1 threshold may misclassify the Narrow Line Seyfert 1 (NLSy1s) and their high-zcounterparts, the "Narrow Line QSO'' (NLQSO, see for instance Baldwin et al. 1988), as type 2 AGNs. These sources typically show permitted/semi-forbidden lines of width between 1000 and 2000 km s-1 (or even lower, see for instance Véron-Cetty et al. 2001), but it is generally accepted that the relatively narrow permitted/semi-forbidden lines are not due to the presence of strong optical absorption but, rather, they are connected to the physical conditions of the nucleus (e.g. Ryan et al. 2007 and references therein).
On the other hand, the adoption of a lower threshold (e.g. 1000 km s-1) to distinguish type 1 and type 2 AGNs can systematically misclassify high-z QSO 2, where the observed permitted lines are typically between 1000 and 2000 km s-1 (e.g. Stern et al. 2002; Norman et al. 2002; Severgnini et al. 2006). It is thus clear that a simple classification based exclusively on the widths of the permitted lines cannot be realistically adopted. Additional diagnostics are necessary for a reliable optical classification.
In Fig. 4 we present the flow chart that summarizes
the classification criteria used for the XBS extragalactic sources
(excluding the clusters of galaxies). The complexity of the
presented flow chart is mainly due dealing with
sources distributed in a wide range of redshift (from local
objects up to ): the emission lines that can be used
for the spectral classification are thus different depending on
the redshift of the source.
Another source of complexity is the
problem of optical "dilution'' due to the host-galaxy light (see below).
The final classes (represented by 4 boxes) are type 1 AGNs, type 2 AGNs, BL Lac objects and the "normal'' (i.e. not powered by an AGN) galaxies. In 35 cases the optical spectrum is dominated by the starlight from the host galaxy and establishing the presence of an AGN and its type (e.g. type 1 or type 2) through the optical spectrum is not possible. For this group of objects, named "optically elusive AGN'' candidates, we used the X-ray data to assess the presence of an AGN and to characterize its nature (i.e. absorbed or unabsorbed, see Caccianiga et al. 2007, and Sect. 7.5 for details).
We
considered the intermediate types 1.2, and 1.5 in the type 1 AGN class,
while the type 2 AGN class includes the 1.8 and 1.9 types.
This distinction is expected to correspond to a separation into a level of
absorption
lower/higher than
mag (see discussion below), i.e. a column density
(
)
higher/lower than
cm-2 assuming a
Galactic standard
/
conversion.
We applied these steps to the 275 objects for which the required information is available (either from our own spectroscopy or from the literature). Besides these 275, we have 7 additional objects whose classification has been taken from the literature, but it is not possible to directly apply the classification criteria discussed here since a spectrum or a table reporting the lines properties is not available. These 7 objects are all classified as type 1 AGNs with redshift between 0.64 and 1.4 and X-ray luminosities between 1044 and 1046 erg s-1 (i.e. they are type 1 QSO). We adopted the published classification for these objects even if they had not passed through the classification steps presented in Fig. 4, which we discuss briefly here.
This first step allows us to directly classify as type 1 AGNs all the sources
with very broad (
km s-1) permitted/semi-forbidden emission
lines. These sources are "classical'' type 1 AGNs (Sy1 and QSO).
The second main "arrow'' regards sources for which
"narrow'' (
km s-1) permitted emission lines (H
excluded)
are detected. As discussed above, in this group many
different types of sources can be found, including absorbed AGNs,
AGNs with intrinsically narrow permitted/semi-forbidden emission lines
(NLSy1 and NLQSO), and emission-line galaxies like starburst/HII-region
galaxies.
As already noted, a proper classification of these objects requires
the application of diagnostic criteria. For the sources at relatively low z
(below
0.65) the detection of two
critical emission lines, i.e. the H
and the [OIII]
5007 Å,
can help the classification significantly. We thus discuss
the sources separately according to whether the H
/[OIII]
5007 Å spectral region is covered (i.e. sources with z below
0.65) or
not (i.e. sources with z larger than
0.65).
H and [OIII]
5007 Å covered
In all but 3 objects with strong and relatively narrow (
km s-1)
permitted/semi-forbidden emission lines the H
and
[OIII]
5007 Å spectral region is covered.
As discussed by several authors
(e.g. Véron-Cetty & Véron 2003; Winkler 1992; Whittle 1992), a clear
distinction between different types of AGNs can be based on the
ratio between [OIII]
5007 Å and H
line intensity.
Optically-absorbed Seyferts, like Seyfert 2 or Seyfert1.8/1.9, present
high values of the [OIII]
5007 Å/H
flux ratios (>3),
while moderately absorbed or non-absorbed Seyferts (Seyfert 1.5, Seyfert 1.2,
and Seyfert 1 and NLSy1) show a [OIII]
5007 Å/H
flux ratio
between 0.2 and 3. In Fig. 5 we show the
[OIII]
5007 Å/H
flux ratio versus the H
width
for all the XBS sources where these lines are observed (including
sources with
km s-1 emission lines). The two
quantities are strongly coupled, and the objects with broad (>1000 km s-1)
H
have all (but one) [OIII]
5007 Å/H
flux ratio below 3.
We classify all these objects as type 1 AGNs, including the source where
the [OIII]
5007 Å/H
flux ratio is marginally greater
than 3, since the value is consistent, within the errors, with those observed
in type 1 AGNs.
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Figure 5:
[OIII]![]() ![]() ![]() ![]() |
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H and/or [OIII]
5007 Å not covered
Only for 3 sources with strong and relatively narrow (
The second source (XBSJ120359.1+443715, z=0.541) has a blue spectrum and
quite a strong Fe II4570 Å hump that is usually considered as the signature
of
a NLSy1. Unfortunately we cannot quantify the strength of this hump further
with respect to the H line since this line falls outside
the observed spectrum. We classify this object as an NLQSO candidate.
Finally, in the third object (XBSJ124214.1-112512, z=0.82), we detected
the MgII2798 Å emission line with a relatively narrow
(FWHM
1900 km s-1) core plus a broad wing. Both the FeII
4570 Å
and the HeII lines fall outside the observed range, so we cannot apply the
diagnostic criteria discussed above.
Using the spectral model described in Sect. 8
we have successfully fitted the observed continuum emission using
a value of
mag i.e. below the 2 mag limit that corresponds to our
classification criteria (see Sect. 8). We thus classify this object as
a type 1 AGN.
BL Lac objects are classified on the basis of the lack of
any (including the H)
emission line and the shape of
the continuum around the 4000 Å break
(
).
In fact detection of a significant
reduction in the 4000 Å break when compared with elliptical
galaxies is considered as indicating the presence of nuclear
emission. We adopt the limit commonly used in the literature of
%
to classify the source (with no-emission lines) as a BL Lac object
(e.g. see the discussion in Landt et al. 2002).
There are 5 BL Lacs in total, all of which have been detected as radio sources in the NVSS (Condon et al. 1998) radio survey, something that is considered as further confirmation of the correct classification. The properties of the XBS BL Lacs are presented in Galbiati et al. (2005). As discussed in Caccianiga et al. (2007), we cannot exclude the possibilty that some of the "elusive'' AGNs are actually hiding a BL Lac nucleus. The best way to find them is through a deep radio follow-up. On the basis of the current best estimate of the BL Lac sky density, however, we do not expect more than 1-2 BL Lacs hidden among the XBS-elusive AGNs.
Given the objective difficulty of using the optical spectra to assess
the actual presence of an AGN and to give a correct classification of it
(i.e. type 1, type 2 or BL Lac object), we analyzed the X-ray data.
In particular, we have shown that the X-ray
spectral shape combined with the X-ray luminosity of the sources
allows us to assess
the presence of an AGN and to quantify its properties.
While the detailed discussion of this analysis is found in
Caccianiga et al. (2007), we summarize here the main conclusions.
In the large majority of cases (33 out of 35 objects), the X-ray analysis
revealed an AGN, while the X-ray emission is probably
due to the galaxy only in 2 cases (either due to hot gas or to discrete sources)
given the low X-ray luminosities (1039-1040 erg s-1).
In 20 sources where an AGN has been detected the column densities
observed are below
cm-2, while
the values are higher in 12. The data do not allow an
estimate of the column density only for one object. According to the Galactic relationship
between optical (
)
and X-ray absorption (
), the
value of
cm-2 corresponds to
mag,
which is the expected dividing line between type 1 and type 2 sources
as defined in this paper, i.e. following the scheme of
Fig. 4 (see the discussion in Sect. 8).
We thus classified these 32 "elusive'' AGNs into type 1 and type 2
according to the value of
measured from the X-ray analysis.
In Table 3, these classifications are flagged to
indicate that they are not based on the optical spectra.
The clear separation between type 1 and type 2 AGNs observed in
an [OIII]5007 Å/4000 Å plot can be used as a simple diagnostic, at least for
objects not dominated by the host-galaxy light. In Fig. 8 we report the typical
regions occupied by type 1 and type 2 AGNs and (most of) the elusive AGNs.
This diagnostic diagram is simple
to apply, requiring just the measure of the fluxes across the 4000 Å break and the
[OIII]
5007 Å equivalent width, and can be used up to
(or higher if infrared spectra are available).
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Figure 6:
4000 Å break (![]() ![]() ![]() ![]() |
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Figure 7: Same plot as in Fig. 6 but assuming a younger (1 Gyr) host-galaxy. Symbols as in Fig. 6. |
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Figure 8:
Typical regions occupied by the XBS AGNs on the 4000 Å break/[OIII]![]() |
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Figure 9:
[OIII]![]() ![]() ![]() ![]() ![]() ![]() |
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Interestingly, the combination of the H
line intensity with
the [OIII]
5007 Å emission line can help to classify the
source.
In Fig. 9 we show the [OIII]
5007 Å versus the
H
+ [NII] blend
equivalent widths of the XBS AGNs classified as type 1 and type 2 on the
basis of the optical spectrum (panel a). In panel (b) we report the
9 elusive AGNs with a broad (FWHM > 1000 km s-1) H
emission line.
In this
case, the symbols represent a classification based on the X-ray
spectral analysis.
In the two panels we also report the theoretical lines that separate
between AGNs with large (
mag)
and small (
mag) optical absorption (corresponding to
larger or lower than
cm-2 assuming a
Galactic standard relation).
Each point on these lines corresponds to a different AGN-to-galaxy
luminosity ratio (that increases from left to right).
In Fig. 9b we do not include the sources classified
as starburst or HII-region galaxies on the basis of the diagnostic
diagrams because the H line is likely to be produced within
the host galaxy rather than by the AGN. We also exclude the sources
with a narrow H
emission line to avoid sources whose H
line
is contaminated by the emission from the host galaxy.
The solid line nicely separates the elusive objects
affected by large absorption (>
cm-2) from those
with low absorption (<
cm-2). More important,
this separating line is fairly independent of the host-galaxy type even
when the host-galaxy light dominates the total spectrum
(unlike the
/[OIII]
5007 Å plot).
Therefore, Fig. 9 can be used as diagnostic tool to separate
type 1 and type 2 AGNs, as defined in the XBS sample, when
dilution from the host galaxy does not allow applying the usual diagnostic
criteria and when X-ray data are not available.
Table 2: Breakdown of the optical classification.
In Table 3 we also list an optical magnitude for each optical counterpart. As already discussed, we did not carry out a systematic photometric follow-up of the XBS sources, so the magnitudes are not homogeneous since taken from different catalogues or observations. For about half of the objects (172 objects), we collected a red (R or r) magnitude either from our own observations or from existing catalogues (mostly the SDSS catalogue). Some of the R magnitudes derived from our own observations were computed from the optical spectrum. Another substantial fraction of magnitudes (150) are taken from the APM facility (we used the red APM filter). For bright (and extended) objects, the APM magnitude is known to suffer from a large systematic error. In these cases we applied the correction described in Marchã et al. (2001) to compensate for this systematic error. Finally, for 26 objects classified as stars, we give the magnitude V or B present in Simbad.
Table 2 reports the current classification breakdown of the
sources in the BSS and HBSS samples. Given the high identification
level (87% and 97% for the BSS and the HBSS samples, respectively), the
numbers in Table 2 should reflect the true relative compositions
of the two samples. The first obvious consideration is that the percentage
of stars decreases dramatically from the BSS sample (17%) to the HBSS
sample (3%). Similarly, the relative fraction of type 2/type 1 AGNs
is significantly different in the 2 samples, of a factor 6 higher in the
HBSS (0.48) than in the BSS (0.08). As expected, the 4.5-7.5 keV energy
band is much more efficient in selecting type 2 AGNs (efficiency 29%)
when compared to the softer 0.5-4.5 keV band (efficiency
6%).
It must be noted, however, that the optical recognition of the AGNs in the hard
energy band is more difficult when compared to the 0.5-4.5 keV band,
since about 21% of the AGNs are elusive
(while only 10% of the AGNs in the BSS are elusive).
The different impact of the problem of dilution on
type 1 and type 2 AGNs and on different selection bands should be kept
in mind when deriving statistical considerations on the populations of
AGNs present in X-ray surveys.
As far as the BL Lac objects are concerned, the selection efficiency
in the 0.5-4.5 keV band is about 1-2%. If this efficiency was the
same in the 4.5-7.5 keV band, we would expect 1 BL Lac,
something that is statistically consistent with the fact that
no BL Lacs are observed in the HBSS sample.
The redshift distribution of type 1 and type 2 AGNs in the two samples
is shown in Fig. 10. In the BSS sample, the mean redshift of
type 1 AGNs
(
)
is significantly different from the
mean redshift of type 2 AGNs (
), while they
are closer in the HBSS sample (
).
A K-S test confirms that the z-distribution
of the two classes of AGNs is consistent with being derived from the
same parent distribution when considering the HBSS sample (K-S
probability = 33%),
while they are significantly different (at 95% confidence level) when
considering the BSS sample (K-S probability = 1.6%).
This result probably reflects
the fact that the hard-energy (4.5-7.5 keV) selection is less biased by
the obscuration (at least in the Compton-thin regime) when
compared to a softer (0.5-4.5 keV) energy selection.
Finally, in Fig. 11 we plot the extragalactic XBS sources and
the unidentified objects on the magnitude/X-ray flux diagram.
The identified extragalactic
sources, with the exception of three objects, have an X-ray-to-optical
flux ratio (X/O) between 0.005 and 20. At the two "extreme'' ends of
the distribution, we find the two "normal'' galaxies
that have the lowest values of X/O (10-4), similar to those observed in some
stars, and, at the other end of the distribution, the high z type 2 QSO,
discussed in Severgnini et al. (2006), which has the highest value
of X/O (
200). Among the unidentified sources, we
have at least one object whose lower limit on the magnitude (R> 22.8)
implies an X/O greater than 60, making it
an excellent candidate of high-z type 2 QSO.
![]() |
Figure 10: Redshift distribution of the type 1 (solid line) and type 2 (dashed line) AGNs in the two samples (BSS and HBSS). |
Open with DEXTER |
![]() |
Figure 11: Magnitude vs. 2-7.5 keV flux (as derived from the count-rates) plot of the XBS extragalactic objects plus the unidentified sources: filled points = type 1 AGNs, open circles = type 2 AGNs, open triangles = BL Lac objects, open squares = clusters of galaxies, stars = normal galaxies, crosses = unidentified sources. The continuous lines indicate the region of constant X-ray-to-optical flux ratio, from 0.01 to 100. |
Open with DEXTER |
Interestingly enough, 3 type 1 AGNs are found among the high (>10) X/O sources.
These objects represent a non negligible fraction
considering that about half of the high X/O sources are still unidentified,
and more cases like these may show up after the completion of the spectroscopic
follow-up. A significant presence of type 1 AGNs among high X/O sources
has also been found at lower X-ray fluxes (10-14 erg s-1 cm-2) in the XMM-Newton Medium sensitivity Survey (XMS,
Barcons et al. 2007).
The results of the identification work can be summarized as follows:
Acknowledgements
We thank the referee for useful suggestions. This paper is based on observations made with: ESO Telescopes at the La Silla and Paranal Observatories under program IDs: 069.B-0035, 070.A-0216, 074.A-0024, 075.B-0229, 076.A-0267; the Italian Telescopio Nazionale Galileo (TNG) operated on the island of La Palma by the Fundación Galileo Galilei of the INAF (Istituto Nazionale di Astrofisica) at the Spanish Observatorio del Roque de los Muchachos of the Instituto de Astrofisica de Canarias; the German-Spanish Astronomical Center, Calar Alto (operated jointly by Max-Planck Institut für Astronomie and Instututo de Astrofisica de Andalucia, CSIC). A.C., R.D.C., T.M., and P.S. acknowledge financial support from the MIUR, grant PRIN-MUR 2006-02-5203 and from the Italian Space Agency (ASI), grants n. I/088/06/0 and n. I/023/05/0. This research made use of the Simbad database and of the NASA/IPAC Extragalactic Database (NED) which is operated by the Jet Propulsion Laboratory, California Institute of Technology, under contract with the National Aeronautics and Space Administration. The research described in this paper was conducted within the XMM-Newton Survey Science Center (SSC, see http://xmmssc-www.star.le.ac.uk.) collaboration, involving a consortium of 10 institutions, appointed by ESA to help the SOC in developing the software analysis system, to pipeline process all the XMM-Newton data, and to exploit the XMM-Newton serendipitous detections.
Table 3: Optical properties of the identified XBSS sources.