The distribution of all 660 catalogued galaxies is shown in
Fig.3. Note that the northwest corner of the field
is reserved for the calibration wedge, hence no objects are recorded there.
The lack of galaxies to the northeast of the cluster centre has been
already reported by KS83 and was explained there as
due to a sharp increase in the foreground extinction. A second lack
is indicated toward the southwest of the cluster centre.
Indeed, the IRAS 100m map (see Ettori et al. 1998, their Fig.7)
clearly shows enhanced absorption in both of these regions.
Because of the low Galactic latitude of the field,
the foreground extinction is expected to be rather irregular and
may pretend substructures in the cluster. Therefore, we are not
inclined to study details in the projected galaxy distribution.
However, we have to explain the prominent clump of galaxies
at ,
,(about
north of the Perseus cluster centre),
clearly seen in Fig.3. This
structure has not been reported before; it is not obvious
from the Zwicky sample discussed by KS83 and
Andreon ([1994]).
The strong concentration and the faint magnitudes of the galaxies
of the clump (typically B > 17) point towards
a background cluster. The brightest member (no. 335) has B25 = 16.1 and
is classified as E/S0? with several faint nearby objects within
a common halo. It is identified with the radio source
B3 0317+428. From the spectra obtained for this galaxy and two
other members of the clump (no. 329 and 353), a redshift of
has been derived (Sect.4.3),
confirming that it is
indeed a background cluster. Nevertheless, we do not explicitly
exclude this cluster from our sample in the further analysis,
because background contamination will be corrected statistically.
As is well known, the bright galaxies in the centre of A426 are aligned along a prominent chain. Such a chain is not clearly seen in the distribution of all catalogued galaxies, and a flattening of the cluster is only marginally indicated. This has been noticed already by KS83.
For an independent estimate of the number of background
galaxies we use the number-magnitude relation for field galaxies
quoted by Binggeli et al. (1988) along with an adopted mean
extinction of AB=0.8 toward A426 (KS83):
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From the comparison of Eq. (2) with the luminosity function of all galaxies (Fig.12), we conclude that background contamination should be negligible for B25<17, but becomes significant for B25>18. This seems to be indicated also by the radial profile of the galaxy number density: if the number density of background galaxies was significantly underestimated by Eq. (2), the background-corrected profiles are expected to become shallower at large r. This is, however, not observed, at least for galaxies with B25<17 (Fig. 7).
For the following statistical investigations we will, therefore, consider either the subsample of galaxies with B25<17.5 or both the galaxies with B25<17 and those with B25<18 for comparison.
A426 belongs to the clusters presenting an offset between the optical centre and the X-ray centre. Such offsets may be the signature of a recent merger (Ulmer et al. 1992). Moreover, the choice of the cluster centre is crucial to the determination of the central density profile (Beers & Tonry 1986; see also next subsection). In the context of the present work, a complete discussion of the topic can not be presented, we refer the reader to Ulmer et al. (1992), Casertano & Hut (1985) and Beers & Tonry (1986).
Following Ulmer et al. (1992), we determine both the density centre and the luminosity centre. In both cases, increased weight is given to the (mainly brighter) galaxies in the core, and reduced weight to isolated (mainly fainter) outliers, especially randomly distributed background galaxies. The estimates are, however, to a certain degree sensitive to substructures in the projected galaxy distribution.
The density centre is derived from the density-weighted mean of all galaxy
positions within a circular area of radius r centred on NGC1275.
This reference point has been used since (a) it is obviously located
near the centre
of the dense central region (see Fig.3; cf. also KS83),
and (b) its position almost exactly coincidences with the peak of the
X-ray emission of the cluster (Ulmer et al. 1992). Each galaxy position is
weighted by its inverse projected distance to its Nth nearest neighbour,
which is a measure of the local density of galaxies.
We set N=6 because the weights do not significantly change with N
for .
To reduce the influence of background galaxies, all galaxies fainter than 18
have been excluded from the calculation.
We have repeated the calculations considering only the galaxies brighter
than 17. In addition, the weights have been corrected for an assumed
constant background galaxy density
galdeg-2, and
galdeg-2,
respectively (Eq.2).
For the calculation of the luminosity centre the B-luminosities
are used as weights. No corrections for background galaxies have been
applied since they are negligible.
We calculate the centre positions
for radii in steps of 1' and trace the resulting shifts of the centre.
The wandering of the differently calculated centres is
shown in Fig.6.
The drifts of both the density and the luminosity centre are remarkably similar. This seems to indicate that the distributions of the brighter and fainter galaxies are similar, even though not obvious from the inspection of the projected distribution of the galaxies. The calculation of the centre position is only marginally influenced by background galaxies, as shown by the similarity between the density centre tracks for galaxies with B25 < 17 and 18, respectively. The drifts do not significantly depend on the choice of the reference point. However, it can not be ruled out that they are affected by patchy foreground extinction.
We now calculate the positions of the cluster centres for each galaxy type separately.
For radii , the cluster centre of spirals is shifted as far as
east of NGC1275, whereas E+S0 galaxies cluster rather west of NGC1275,
reflecting the prominent chain which consists mainly of Es and S0s
(cf. Figs.4 and 5).
This result is opposite to the morphological centres derived by Andreon (1994).
Apparently, the asymmetric projected distribution of galaxies hampers the determination of a
unique cluster centre.
In the following sections, we will adopt the median centre proposed by
Ulmer et al. (1992) as cluster centre, i.e.
,
for J2000.
![]() |
Figure 7:
Surface density profile of the Perseus cluster. The number of galaxies per square degree
![]() ![]() ![]() ![]() |
The determination of the total extent of the Perseus cluster is hampered by patchy
extinction and large-scale galaxy clustering. The projected surface density profile,
derived from galaxy number counts in our field,
traces the cluster to radii well beyond (Fig.7).
We used circular bins with a bin size of 10', which are
centred on the median centre of A426 proposed by Ulmer et al. (see
Sect.7.3). In three different counts,
galaxies with
,
, and
, respectively, have been considered.
The obtained galaxy surface densities have been corrected for background
contamination according to Eq.(2).
Despite some gaps, which might be caused by Galactic extinction and galaxy
clustering, the profiles are similar and consistent with a simple power law.
The surface density profiles indicate,
that the Perseus cluster has a central cusp. This cusp persists
if smaller bin sizes (e.g. 5') are applied.
This result confirms the finding by
Beers & Tonry (1986) that the presence of central cusps
is a general property of rich clusters.
A radial morphological segregation in A426 was already noticed by
Melnick & Sargent ([1977]), who found that
spirals are less concentrated towards the cluster centre than E+S0 galaxies.
However, their sample contains only 7% spirals, compared to 50% in our
sample. Andreon ([1994]) conducted a thorough investigation of the galaxy
distribution in the inner region of Perseus, based on a detailed morphological
evaluation of the brightest BGP galaxies ().
He found a strong spatial segregation between the different morphological
types and concluded, that
the Perseus cluster is dynamically young and not virialized. In the present
study, we extend the investigation towards fainter galaxies in a considerably
larger field. Preliminary results have been presented by Brunzendorf &
Meusinger ([1996]).
- Counting convention for morphological types
Since our morphological classification is
ambiguous in many cases (especially for the fainter galaxies),
we quantify the accuracy in all following calculations as follows: galaxies
classified as type A are counted as 100% A; galaxies of type A/B are
considered as 50% A and 50% B; galaxies of type A? as 50% A and 50%
unknown, and finally type A/B? galaxies as 50% A, 25% B and 25%
unknown. On the basis of this counting convention, we find that 52% of
all 595 classified galaxies are spirals. If we consider only galaxies with
the spiral fraction is only slightly reduced to 47%.
- Radial segregation
Whitmore et al. ([1993]) have argued that the cluster-centric distance is
the principal determinant of galaxy type within rich clusters.
Figures4 and 5 already indicate that
E+S0 galaxies dominate the cluster core, whereas S+Irr show only a weak
concentration towards the centre. Galaxies of unknown type as well as
irregular galaxies show a uniform radial distribution,
they contribute 14% and 3%, respectively, to the sample.
Figure8 demonstrates the steep drop in the ratio f of
early-type (E+S0) to late-type (S+Irr) galaxies by a factor of more than
three. The fraction of identified spirals with B25=18 drops from
almost 60% in the outer region down to 30% in the inner 30' of the
cluster. Thus, the conclusion of a general lack of spirals, reached in
previous investigations of the Perseus cluster, turns out
to be partly a consequence of the radial morphological segregation
in combination with a bias in the galaxy sample. Those studies were
based, at least partly, on the BGP sample which covers the central
only.
- Density segregation
Dressler ([1980]) first suggested that morphological segregation
is determined by the local galaxy density rather than by the distance from
cluster centre. There is a well defined correlation between
the fractions of S, S0, and E types and the local projected
number density, independent of the cluster concentration.
In Fig.9, we show the "morphological ratio'',
f, for galaxies in A426 with as a function of the
projected number density of galaxies and of the projected projected
monochromatic B band luminosity density, respectively.
A clear tendency is indicated for E+S0 galaxies to be relatively
more abundant in regions of higher density.
The type-density relation has commonly been related to the active
role of substructures in clusters.
However, Sanromá & Salvador-Solé ([1990]) have shown by means
of a very straightforward test that the observed morphological segregation
can not be used as an argument in favour of the real existence
of clumpiness or substructure.
- Direction segregation
Andreon ([1996], [1998a]) and Andreon et al. ([1997b])
presented arguments in favour of the interesting idea
that morphological segregation is primarily based on a privileged
cluster direction, perhaps related to the supercluster's main
direction. In the clusters studied by Andreon, early-type galaxies
show elongated distributions whereas the distribution of spirals
is rather isotropic.
In order to study whether a privileged direction is the
source of the morphological segregation we discuss the distribution of the
galaxies as a function of their cluster-centric position angle, .To avoid edge effects, only galaxies with distances r<70' from the
cluster centre are considered. Fig.10 shows the resulting
distributions for S+Irr and E+S0 galaxies, respectively. Both type classes
show a peak at
(west),
corresponding to the well-known chain of bright galaxies. This peak
is stronger for E+S0, whereas S+Irr show their strongest maximum near
(north-east).
For a quantitative analysis of the angular distributions, we apply the Wilcoxon test (U-test), because it is a robust statistical test which requires neither assumptions on the nature of the underlying distribution nor data binning. The U-test states whether the distributions of two independent data samples are different by direct comparison of the two sets; it is regarded as one of the most powerful nonparametric tests (e.g., Siegel & Castellan [1988]). To reduce the influence of a possible misclassification, we exclude all galaxies with ambiguous and/or uncertain morphological classification.
Firstly, we compare the cluster-centric galaxy position angles with those of an artificial
sample of the same size but with an isotrope distribution around the cluster
centre. The comparison shows that the galaxies are not uniformly distributed
around the centre (error probability
), no matter which magnitude range
(B<16, B<17, B<18, all B) and which galaxy type (S, S0+E, all) is considered.
These non-uniformities can be an artifact due to patchy foreground extinction.
Therefore, we directly compare the angular distributions of the different morphological types
with each other. The probabilities, that each pair of types has the same distribution,
are derived from U-tests and are
listed in Table2. To maximise the number of galaxies,
on the one hand, and
to reduce the influence of background galaxies, on the other,
we determined the probabilities twice: (a) for galaxies with B<18 and (b) for B<17.
The resulting probabilities are generally similar.
We find significant differences (error probability
)
in the angular distribution of
E, S0 and E+S0 types compared to S, whereas E and S0 are similarly
distributed around the cluster centre. These segregations are detected
in the inner part of the cluster (r<30'), which is dominated by E and S0 galaxies,
as well as in the outer part (r>30'), where spirals dominate.
Figure10 suggests a spatial segregation between S+Irr and
E+S0 galaxies in east-western direction. Therefore, we compare the
galaxy distributions of different morphological types in right ascension
and declination
, again by means of the U-test.
We consider the inner region (r<30') and the outer region (30'<r<70')
separately. We find statistically significant differences (error probability
) in
: the probability, that E+S0 galaxies and S+Irr galaxies
with B<18 have the same distribution in
is only 0.3%. In
contrast, we find no significantly different distributions in
,even when we choose less stringent significance levels up to error
probabilities of 30% and more.
This means that the distributions of E+S0 and S+Irr galaxies indeed differ
significantly in right ascension, whereas a significant deviation in declination
could not be found.
A recent analysis of the X-ray surface brightness
profile of A426 from ROSAT PSPC data by
Ettori et al. ([1998]) indicates strong deviations from an
isothermal profile both east and west of the X-ray centre.
This has been interpreted as evidence for groups merging with
the main body of the cluster. While the western deviation has
been related to the position of head-tail radio galaxy IC310,
the galaxies in the
field of the eastern excess have not been considered yet.
In Fig.11, the "morphological ratio'' f
is shown for the galaxies in an east-west strip of the width
of , centred on
NGC1275 (which is very close to the X-ray centre, see e.g.
Table2 in Ettori et al.). Also shown is the distribution of
the corresponding number density of galaxies along the strip.
The distribution of the brightest galaxies (
)shows a clear asymmetry, with more galaxies on the western side
(the prominent chain). For fainter galaxies
(
), the asymmetry is less pronounced
with a local maximum at the position of the
eastern X-ray excess (between 20 and 50 arcmin from the X-ray centre).
Compared with the galaxies in the
area of the prominent chain, the morphological mix in the area
of the eastern X-ray excess is strongly weighted towards early types.
Due to the strong eastward decrease in the number density of bright
galaxies there are, unfortunately, only few radial velocities
available in this field.
- Summary
To summarise, we find clear evidence for morphological segregation
in the Perseus cluster. A strong radial segregation and a strong density
segregation is clearly indicated. A segregation due to a privileged
direction is confirmed in several independent tests: the cluster centre of
spirals is displaced east of the cluster centre of E+S0 galaxies.
Furthermore, the angular distribution of both types around the cluster
centre and their distribution
in right ascension are significantly different. Most pronounced is the
privileged eastward direction in the distribution of E+S0 types.
The analysis of ROSAT PSPC observations of the Perseus cluster yields
a clear eastward excess of the distribution of the intracluster medium
(Ettori et al. [1998]).
This fact is in agreement with the conclusion by Andreon et al.
([1996]) that the privileged direction of morphological segregation
in the Perseus cluster is aligned with the direction of the
outer isophotes of the X-ray emission.
The investigation of galaxy alignments may provide clues to the formation and evolution of galaxies, and a large number of studies have searched for non-random effects in the orientation of galaxies relative to larger structures (e.g., Djorgovski [1987], and references therein). The results are still rather contradictory, but there are some indications for alignments of disk galaxies in both the Virgo (Hu et al. [1995]) and the Coma cluster (Wu et al. [1997]) of galaxies. Gregory et al. ([1981]) found a statistically significant (1.6% error probability) bimodal distribution for the position angles, PA, of both E and S galaxies in the Perseus supercluster, with one peak coinciding with the position angle of the supercluster filament. No correlation of PA with redshift or position in the supercluster was found.
In this subsection, we examine the distribution of PA for the 643
galaxies in the Perseus cluster with an ellipticity .Our sample contains considerably more galaxies than the sample
investigated by Gregory et al., yet it covers only a small fraction of the
Perseus Supercluster.
Two different statistical tests are applied to estimate the confidence
of the hypothesis that the position angles in our sample are not uniformly
distributed. We choose a rather low significance level of 90% (i.e. error
probability 10%) at which the null hypothesis of a uniform PA
distribution is considered to be disproved.
Firstly, we repeat the tests employed by Gregory et al.
([1981])
to detect non-uniformities in the PA distribution of
(a) galaxies brighter B25=17,
(b) galaxies brighter B25=18, and
(c) known cluster members.
The resulting values either prove that the PA distribution
is significantly different from a random distribution, or show that
it is consistent with a random one,
depending on the chosen starting angle of the first bin.
Obviously, the way of binning strongly influences the results. We, therefore,
reduce the original bin width of
down to
,
,
,
, and
, respectively.
Still, we can not unambiguously disprove the null hypothesis.
The same results are obtained if only one morphological type is considered.
In a second test series, we employ the U-test to compare
the galaxy position angles with artificial samples of the same size containing
uniformly distributed angles.
The U-test is more powerful than the -test, because it avoids binning.
The results are listed in Table3.
For all morphological types, we find no significant difference between the
observed distribution of galaxy position angles and a uniform distribution.
The PA distribution of the known cluster members is also consistent with
a uniform distribution.
The PA distribution of E+S0 galaxies and S+Irr galaxies closely match as well.
Finally, we applied the Kolmogorov-Smirnov test to the samples (a) to (c). Again, the results show that the distribution of PA is consistent with a random one on a 90% significance level.
Our results suggest a uniform distribution of the galaxy position angles, i.e. the Perseus galaxies are not preferably orientated towards a particular direction.
![]() |
Figure 12: Luminosity function of all catalogued galaxies in the field, i.e. number of galaxies N vs. magnitude B25 in 0.5mag bins. Filled circles: original data without correction for background contamination, open circles: background-corrected data. Straight, dashed line: number of background galaxies per 0.5mag bin, derived from Eq.(2) |
The luminosity function (LF) for all galaxies is shown in
Fig.12, along with the number-magnitude relation for
background galaxies (according to Eq.2) and the background-corrected LF.
The uncertainties in the LF are dominated by the probably
irregular Galactic foreground extinction and by background
contamination at fainter magnitudes.
For type-dependent LFs (Fig. 13), further uncertainties
arise from the morphological classification. With regard to these
uncertainties we have not tried to transform the measured B25
magnitudes into magnitudes.
Background contamination is expected to be unimportant for B25<17.
In the magnitude range
14.5<B25<17.5, the LF is reasonably fitted by a power law
with slope
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![]() |
Figure 13:
Luminosity functions for different morphological types:
S (solid, ![]() ![]() ![]() ![]() |
![]() |
![]() |
Figure 15:
Comparison of the LF for all spirals (solid) with the LF
for spirals with projected cluster-centric distances
![]() |
It is more reasonable to consider the LFs for different morphological types (Binggeli et al. [1988]; Jerjen et al. [1992]; Jerjen & Tammann [1997]; Andreon [1998b]). In Fig.13, we show the results for A426. The data are listed in Table4. The counting convention from Sect.7.5 has been used. We can compare Fig.13 with the type-dependent composite LFs constructed by Andreon ([1998b]) from 5 clusters (Virgo, Fornax, Centaurus, Coma, Cl0939+4713). Firstly, we agree with Andreon that the LFs of Es, S0s and spirals are different but overlap largely in luminosity. Furthermore, Es show a rather broad distribution. On the other hand, we find disagreement with regard to S0s: from Andreon's data (his Table1) we expect a strong peak in the S0 LF near B25 = 16.5, where we indeed find the maximum, which is, however, much less pronounced than is expected from Andreon's LF. Nevertheless, S0s have the narrowest distribution both in Andreon's composite LF and in our A426 data.
The most obvious feature in
Fig.13 is the strong increase in the spiral LF
in the magnitude range where background contamination is not
significant. For we find
,i.e. steeper than the total LF.
In the same magnitude range, the slope of the LF for all galaxies except spirals
is only
, even if we assume that there is no
spiral among the unclassified galaxies. This result does not well
agree with the assumption that different morphological types have the same LF.
One can argue that strong conclusions about the LFs
are hampered by the possibility of irregular Galactic foreground extinction.
This holds especially for the LF of spirals which are preferentially located
in the external parts of the cluster, where extinction is largest
(Sect.7.1). The effect of foreground extinction on the spiral LF
is essentially twofold. Firstly, the observed LF will become steeper
than the true, extinction-corrected LF since the luminosities of the galaxies
are under-estimated. For illustration, we performed
Monte-Carlo simulations of the spiral LF using about 105 galaxies.
Starting with the observed LF from Fig.13,
we assume that a fraction g of the spirals is affected by
additional foreground extinction (in addition to the mean extinction AB=0.8 adopted for the
inner cluster region),
where
is randomly distributed in the interval
.The corresponding extinction-corrected LFs are shown in
Fig.14 for g=0.5 and
and 1.5mag, respectively. The interpretation of Fig.14 is that uncorrected
foreground extinction yields an apparent steepening of the observed LF
near its maximum, i.e. at
.The effect becomes stronger for higher values of g and
, of course. Thus, we can not definitely exclude
the possibility that the observed slope of the spiral LF
is influenced by extinction. At the bright end (
),
however, the slope is expected to be nearly unaffected.
A quantitative correction of the LF can be made only
on the basis of a detailed extinction map.
Secondly,
extinction may impair the visibility of the fainter outer part of spirals.
Predominantly fainter objects will
be either misclassified (for example as Es if only the brighter bulges
are detected) or classified as unknown (? in Fig.13)
and will drop out of the statistics.
As a consequence of this
misclassification effect,
the observed spiral LF is expected to be shallower than the true one.
To summarise, these both extinction effects work in opposite directions
with regard to the observed slope of the spiral LF, and it is difficult
to estimate the net effect.
According to the IRAS 100m map (see Ettori et al.
1998), the region with projected clustercentric distances
seems significantly less affected by Galactic extinction than the
more distant regions, in particular north-eastward and south-westward,
respectively. In Fig.15, we show the LF for
spirals with r<50' along with the total spiral LF
from Fig.13. The comparison yields no
significant difference, though the trend shown in Fig.14
is slightly indicated. The net effect of the extinction on the slope of the
spiral LF for
seems to be negligible.
Therefore, we guess that the stronger increase in the observed LF
of spirals at brighter magnitudes, compared to other types,
is probably real.
The combined apparent magnitudes B25 of all galaxies in our
survey yield a total magnitude .
When we correct for background galaxies according to Eq.(2),
the total luminosity is reduced by at most 0.14mag.
The contribution of non-cluster members to the total
apparent luminosity is therefore
%.
On the other hand, an unknown number of faint cluster galaxies is not included in
our sample. A quick estimate shows that, under the assumption
that the sample is essentially complete up to B25=18, more than 103
additional faint galaxies would be necessary to significantly alter
the total luminosity. By applying galaxy luminosity functions from
other studies of either field galaxies or cluster galaxies
(Jerjen et al. [1992]; Driver et al. [1995]; De Propris &
Pritchet [1998]),
the contribution of missed faint galaxies to the total luminosity
is estimated to be less than 0.1mag.
From the total apparent luminosity
combined with a distance modulus of
36.0mag
(assuming AB=0.8mag, KS83),
the total B-band luminosity of the Perseus cluster galaxies within the
central 10 square-degree is
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