A&A 433, 807-814 (2005)
DOI: 10.1051/0004-6361:20041411
F. Mannucci 1 -
M. Della Valle2,3 -
N. Panagia3,
-
E. Cappellaro4 -
G. Cresci5 -
R. Maiolino2 -
A. Petrosian6 -
M. Turatto7
1 -
CNR - IRA, Largo E. Fermi 5, 50125 Firenze, Italy
2 - INAF, Osservatorio Astrofisico di Arcetri, Largo E. Fermi 5, 50125
Firenze, Italy
3 - Space Telescope Science Institute, 3700 San Martin Drive,
Baltimore, MD 21218, USA
4 - INAF, Osservatorio Astronomico di Capodimonte, salita Moiariello a
Capodimonte 16, 80131 Napoli, Italy
5 - Dipartimento di Astronomia, Universitá di Firenze,
Largo E. Fermi 5, 50125, Firenze, Italy
6 - Byurakan Astrophysical Observatory and Isaac Newton Institute of
Chile, Armenian Branch, Byurakan 378433, Armenia
7 - INAF, Osservatorio Astronomico di Padova, vicolo dell'Osservatorio 5,
35122 Padova, Italy
Received 4 June 2004 / Accepted 17 November 2004
Abstract
We compute the rate of supernovae (SNe) of different types
along the Hubble sequence normalized to the near-infrared luminosity
and to the stellar mass of the parent galaxies. This is made possible
by the new complete catalog of near-infrared galaxy magnitudes
obtained by 2MASS. We find that the rates of all SN types, including
Ia, Ib/c and II, show a sharp dependence on both the morphology and
the (B-K) colors of the parent galaxies and, therefore, on the
star formation activity. In particular we find, with a high
statistical significance, that the type Ia rate in late type galaxies
is a factor
20 higher than in E/S0. Similarly, the type Ia rate
in the galaxies bluer than B-K=2.6 is about a factor of 30 larger
than in galaxies with B-K>4.1. These findings can be explained by
assuming that a significant fraction of Ia events in late
spirals/irregulars originates in a relatively young stellar component.
Key words: stars: supernovae: general - infrared: galaxies
The supernova (SN) rate normalized to the stellar mass of the
parent galaxies contains unique information on the initial
mass function of stars in the range of masses between about 3 and
100
(e.g. Madau et al. 1998),
therefore it is a very
powerful tool for understanding the formation and the chemical
evolution of the galaxies and constraining their star formation
histories. In particular, the rate of the so called "core-collapse''
(CC) supernovae, i.e. type II and Ib/c, which have massive progenitors
(e.g. Woosley et al. 2002), reflects the instantaneous birth
rate of stars more massive than 8
(e.g. Iben & Renzini
1983), whereas the trend of the frequency of type Ia SNe
from ellipticals to late spirals can provide deep insights in the
controversial nature
of the binary companion in type Ia events
(see for example Hamuy et al. 2003; Livio & Riess 2003).
In this
paper we focus our attention on the dependence of the SN rate
on the morphological Hubble type and on the B-K color of the parent
galaxies. The empirical grounds for this kind of study are provided by
the supernova surveys carried out in the local Universe in the past
years (e.g. Cappellaro et al. 1999, hereafter C99) or still ongoing,
such as LOTOSS (Filippenko et al. 2001). Systematic
surveys make it possible to compute the SN rates by applying the control time
technique (Zwicky 1942) after taking into account the various
selection effects (e.g. Cappellaro et al. 1997, hereafter C97).
In all cases, the SN
rate is normalized to some quantity somehow related
to the galaxy "sizes''. The quantity most commonly used is the luminosity
in the optical B band (e.g. van den Bergh & Tammann 1991;
Tammann et al. 1994), assumed to be a measure of the stellar mass at least for galaxies
of the same morphological class (Tammann 1974). Thus, the classical
SN unit (SNuB) is defined as number of events per century per
1010
in the B band.
More recently, C99 and Mannucci et al. (2003) used the
far-infrared
luminosity, commonly considered to be proportional to the Star
Formation Rate (SFR) (e.g., Hirashita et al. 2003), to
normalize the SN rate, thus expressing the rates in SNuIR.
In their most recent determination of the local rates C99 found: a) the rates of types Ib/c and II SNe are null in the E/S0 galaxies and show a moderate increase from Sa to Sd types; b) a marginally significant decrease of type II rates is also observed from Sd to Irr. c) the rate of type Ia SNe measured in SNuB is almost constant along the Hubble sequence from elliptical to Sd galaxies and shows a modest increase toward the irregular and peculiar galaxies (admittedly with a low statistical significance). The interpretation of the latter result is not obvious: if type Ia SNe are related to old stellar populations, one would expect a decreasing rate through the whole morphological Hubble sequence from E/S0 to Irr. The problem may be due to the normalization to the B luminosity, which is a poor tracer of the stellar mass along the whole Hubble sequence (see Sect. 2).
In this paper we intend to go
beyond this approach and derive the rates of the various types of
SNe normalized to the stellar mass of the parent galaxies as
inferred from the K-band luminosity.
This is now possible thanks to the Two Micron All Sky Survey (2MASS
, Jarrett et al. 2003) whose catalog of
near-infrared magnitudes of extended objects is now complete. In
Sect. 3 the input catalog will be presented, in
Sects. 4 and 5 the near-infrared
magnitudes and the recipe to compute the mass will be discussed. In
the next sections we will present the results and their
interpretation.
In the past decades the luminosity in the B band has been used as
a rough gauge of the mass of the galaxies. Indeed B luminosity has been for
long time the only available photometric measurement for most systems
observed in the local Universe. Since the presence of a young stellar
component can contribute significantly to the B luminosity in the late
Hubble type galaxies, the proportionality between B luminosity and
stellar mass is expected to change dramatically along the Hubble
sequence. As an example, we note that, after using the galaxy colors
by Fioc & Rocca-Volmerange (1999) to compute the M/L ratio as in
Bell & de Jong (2001, hereafter BJ01), a difference of a factor of 10 is
found in the stellar mass between an elliptical and an irregular
galaxy with the same B magnitude and colors typical of their
classes. Large differences can also be found within each class of
galaxies: as an example, a range of a factor of 3 in mass is found for
Sb galaxies having (B-K) colors within ![]()
of the average of
their class.
In addition we note that the B flux is the result of combined emission from old stars, emission from young populations, and absorption by dust, with the relative contributions changing along the Hubble sequence. Even if B light would be an acceptable measure of the stellar mass in the E/S0 galaxies, it is a very poor tracer of mass along the whole Hubble sequence.
In the past years, a number of authors (van den Bergh 1990; Della Valle & Livio 1994; Panagia 2000) had normalized the rate of type Ia SNe to the near-infrared H and K bands, which are better tracers of stellar mass than B light. They found a sharp increase of the production of type Ia SNe toward late morphological types (see also Mannucci et al. 2003). However, in those the computation of the normalized SN rate was carried out by using average colors for the parent galaxies, because at that time the individual near-infrared measurements were not available for most galaxies. Recently, the 2MASS collaboration released their catalog (Jarrett et al. 2003), and now an accurate normalization of the SN rate to the total stellar mass has become possible.
In this study we used the SN catalog from C99. This sample is a
compilation of 136 SNe
discovered by
five groups: the SN search of the Padova group with the Asiago Schmidt
telescopes, the Sternberg Institute search at the Crimea observatory,
the visual search by R. Evans, the survey by the Observatoire of the
Côte d'Azur, and the Calan/Tololo search. The
full descriptions of these searches and the relative references are
given in C97. These searches
were chosen because all the information for the computation of the
control time and of the observational bias, such as the
galaxy sample, the
frequency of the observations and the limit magnitudes, were
available. Only SNe in galaxies of known luminosity, colors,
morphology, inclination and distance can be considered in our study.
Therefore, even if the merging of the five original catalogs yields
about 250 SNe, the sample used by C99 includes only 136 events
that have occurred in galaxies reported in the RC3 catalog (de Vaucouleurs et al. 1991) and in the LEDA database
.
The SNe in the final catalog have an average distance of 38 Mpc,
with 90% of them below 85 Mpc.
The computational procedure to correct for the selection effects is described in C97 and is based on several ingredients such as the absolute magnitude at maximum, the light evolution in the B band, the average extinction, the correction for inclination of the spiral galaxy with respect to the line of sight, the fraction of SNe lost in the overwhelming brightness of the galaxy nuclei. For consistency, we used the same assumptions and procedures as in C97 and C99.
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Figure 1: Upper panel: the histogram of the number of galaxies in the input C99 catalog (in white) as a function of the morphological index Tis compared with that of the galaxies having a 2MASS detection in K (in gray). The fraction of detected galaxies is shown over each bin. Lower panel: histogram of the number of SNe as a function of the morphological index of the parent galaxy. In white the input C99 catalog, in grey the catalog with retrieved K-band magnitude. |
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Figure 2: The absolute K-band magnitude of the galaxies detected by 2MASS is compared to that of the undetected galaxies (see text). It is apparent that most the of galaxies missing from the 2MASS catalog are local dwarfs contributing very little to the total K-band luminosity and mass. The difference between the median of the two distribution is about 5 mag. |
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We cross-correlated the catalog of the 9346 galaxies of C99
with the 2MASS Extended Source Catalog (XSC) at IRSA
to obtain the near-IR magnitudes.
The coordinates were
obtained from the HyperLeda catalog
(Paturel et al. 1989; Prugniel & Héraudeau 1998).
Among the possible choices of photometric measurements in
the 2MASS catalog, we used the total photometry obtained by
extrapolating the fit of a Sersic function
to the galaxy radial profile
(k_m_ext in the 2MASS nomenclature, see Jarrett et al. 2003, for
details). This is the photometric
measurement best suited to represent the total magnitude to be compared
with the RC3 total B magnitudes. We retrieved 8349 galaxies present
in the 2MASS XSC, i.e., 89% of the input catalog.
Figure 1 shows the distribution of
the morphological indices of the galaxies with available K
magnitudes compared to the
distribution of the original C99 catalog (upper panel).
It shows that the 2MASS
catalog contains the near-infrared magnitudes of essentially all
the galaxies with morphological types
between E and Sd, while about 2/3 of the Irr are missing. Most of them
are actually present at a faint level in the 2MASS images, at least in J,
but have not been retrieved by the XSC software.
We can estimate an upper limit to the contribution to the total K-band luminosity from the galaxies not detected by 2MASS assuming they all have a K-band magnitude equal to the survey limit for extended objects of K=13.5 (see www.ipac.caltech.edu/2mass/overview/about2mass.html). Figure 2 shows the resulting absolute magnitudes: most of the galaxies undetected by 2MASS are local dwarf galaxies, small systems which are bright in the B band but faint in the K band. Their contribution to the total K-band luminosity of the total galaxy sample is below the tiny fraction of 0.3%, and it is below 5% even if only the Irr galaxies are considered. For this reason the incompleteness of the 2MASS XSC catalog is not a serious problem for the computation of the rates.
This is confirmed by the fact that only 1 SN out of the input list of 136 events occurred in a galaxy not present in the 2MASS catalog. This SN was therefore removed from the sample (see Fig. 1, lower panel).
For 64 galaxies (0.77% of the sample) the morphological classification is absent or very uncertain. These galaxies were excluded from the sample when the SN rate was computed as a function of the morphology (Sect. 6) but were used to compute the SN rate as a function of the B-K color (Sect. 7).
The final numbers of SNe and galaxies used in our computations are reported in Table 1. The non integer numbers of SNe are due to the presence of a few SNe with incomplete or unknown classification which were divided into different classes, as explained in C97.
Table 1: Number of SNe and galaxies per morphological bin.
The total stellar masses of the galaxies can be derived from the observed
broad-band fluxes by fitting them with spectrophotometric galaxy evolution
models (e.g.,
Brinchmann & Ellis 2000; Dickinson et al. 2003). When the redshift
and the morphological type of a galaxy are known, these methods
are expected to give rather accurate results: for a given Initial Mass
Function (IMF) the typical uncertainties in the total masses are less
than 40%. Larger uncertainties, up to a factor of two, are associated to
the IMF as the low mass stars give a dominant contribution to the
total mass and a secondary one to the luminosity. For example a
difference of a factor of two in galaxy mass is found between the Salpeter
(1955) IMF, which is rich in low-mass stars, and the Kroupa (2001) IMF,
which has a shallower slope for masses below 0.5
.
Fortunately, as long
as no systematic differences of IMF are present along the Hubble
sequence, this uncertainty only has the effect of shifting up and down
the total mass without introducing relative changes along the Hubble
sequence.
We estimate the mass of the galaxies by using the method developed by BJ01. These authors computed the mass-to-light ratio (M/L) by using galaxy evolutionary synthesis models and found a tight correlation between M/L and the optical-to-near-IR colors: for a given K-band magnitude, bluer galaxies are less massive because they have younger populations. Therefore, the stellar mass can be derived from the K-band luminosity and the B-K color, which is an indicator of the mean age of the population. Based on the use of the luminosities in two bands only, this method can be applied to large samples of galaxies with data available for a limited number of filters. This is our case as most of the galaxies monitored during the SN searches have B and K-band magnitudes available.
As mentioned above, the stellar mass derived depends on the adopted IMF which cannot be easily constrained from the data and therefore must be assumed a priori. BJ01 use a Salpeter IMF and scale down by a factor of 0.7 the resulting M/L ratio to obtain "maximum disk'' mass, i.e., the maximum mass compatible with the observed rotation curve.
BJ01 constructed their models to reproduce the properties of the spiral galaxies. These galaxies show a wide range of properties, from the quiescent S0 to the very active Sd, and this is why these models can produce a wide range of colors. For example, the B-V color range covered by the BJ01 models goes from 0.29 to 0.95, corresponding, respectively, to the average color of the irregulars (B-V=0.27) and of the ellipticals (B-V=0.96, Fukugita et al. 1995). As a consequence these models can be used to compute the M/L ratio along the whole Hubble sequence, from ellipticals to irregulars.
BJ01 tested the robustness of their method by
using several independent evolutionary models, and
studied the effect of introducing secondary bursts
of star formation (galaxies become brighter but bluer) or
dust extinction (galaxies become fainter but redder).
Apart from the effect of the IMF,
the uncertainties in the M/L from this method
are about 0.4 dex peak-to-peak.
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Figure 3: Distribution of galaxy stellar mass for the different morphological classes. |
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From the coefficients provided in Table 1 of BJ01 we
derived the relation
giving the stellar mass from the K-band luminosity LK and the total color
(B-K):
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(1) |
As a consistency check, we compared the mass distribution
of our galaxy sample with that
derived by Kauffmann et al. (2003) for
120 000 local galaxies observed by the Sloan Digital Sky Survey (SDSS).
These authors use a completely different method based on two stellar absorption
indices, the 4000 Å break and the Balmer line H
.
Despite the differences in the selection of the galaxy samples and in the
methods to estimate the masses,
the two distributions are remarkably similar: in the SDSS sample, half of the
total stellar mass is contained in galaxies of less than
,
which is in fair agreement with the
for
the present sample.
In both cases the peak of the contribution to the total stellar mass comes
from galaxies of about
.
This also implies that the present sample is a fair representation of the local
universe as observed in the optical
by modern wide-area surveys as the SDSS.
The results are also consistent with those
derived from models
based on a larger number of photometric bands
(e.g., Saracco et al. 2004; Drory et al. 2004).
Table 2:
SN rates normalized to the K-band luminosity and to the stellar
mass. The errors are 1
values and contain the contribution
of the
Poisson statistics of the SN number, often dominant, and of several
other uncertainties, as explained in C97. The upper limits correspond
to 90% confidence levels.
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Figure 4:
Upper panel: SN rate per K band luminosity as a function of
morphological index expressed in SNuK (number of SN per century per
1010 |
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The SN rates computed both in units of K-band
luminosity and stellar mass are shown in Table 2 and in
Fig. 4.
In the first case the rates are expressed in number of SNe per century
per 1010 K-band solar luminosity (SNuK), using a
K band magnitude of the Sun of 3.41 (Allen 1973)
corresponding to a solar luminosity in the K band
of
erg/s.
In the second case they are expressed in
number of SNe per century and per 1010 solar
masses in stars (SNuM).
The errors include the Poisson errors
due to the SN statistics as well as the uncertainties on the input parameters
and on the bias corrections as explained in C97 and C99. For the first
time these rates are derived in a fully consistent way by using the M/L ratios derived from the color of each galaxy and not average M/L ratios (Tammann 1974)
or average colors (Panagia 2000; Mannucci et al. 2003).
The rates for the Irr galaxies have large uncertainties because of the small sample of SNe. Nevertheless, a clear increase of the SN rates from E/S0 to S0a/b to Sbc/d to Irr can be seen for all the SN types. In particular, the lower panel of Fig. 4 shows that all types of SNe in spirals and Irr have a remarkably similar behavior, with the rates in the Irr galaxies being 12-15 times larger than those in the S0a/b galaxies (see Table 2).
Qualitatively the result is the same as that derived by Mannucci et al. (2003)
by using average colors, but the difference of rates along the Hubble sequence
is even more pronounced:
there the SN Ia rate in the Sbc/d galaxies was found to be
a factor of 2 higher than that in the E/S0, to be compared with the factor of 4 of the present work, and that in the Irr galaxies a factor of 7 higher than
in E/S0, to be compared with the factor of
17 found here.
Despite the small number of SNe, the statistical significance of the difference between the type Ia rate in E/S0 and late spirals/irregulars is high: the rate observed in E/S0 would correspond to 0.4 SNe for the Irr galaxies, instead of the observed number of 6.8: such a value is excluded by the Poisson statistics at a significance level higher that 0.9995 When the other sources of errors are also included, the final significance remains above 99%.
The SFR is related both to the morphology and to the color of the galaxies (e.g., Kennicutt 1998). These are not one-to-one relations, as the dust content, the star formation history and the presence of recent mergers introduce large spreads. Nevertheless the SFR-color relation is probably tighter than the SFR-morphology one as the color is more directly related to stellar population than is the morphology. For this reason we computed the SN rates also after binning the galaxies according to their B-K colors. To increase the number of objects in each color bin we add up two types of CC SNe.
Table 3: Number of SNe, number of galaxies and SN rate per unit mass in SNuM per color bin. The upper limit is at 90% confidence level.
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Figure 5:
Upper panel: SN rate per K band luminosity
expressed in SNuK (number of SN per century per
1010 |
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The results are shown in Table 3 and plotted in Fig. 5. It is evident that the rate of the CC SNe has a strong dependence on the galaxy colors, as already noted, e.g., by C99 when normalizing to the B band. The rate of Type Ia SNe also changes rapidly with colors, although not as quickly as for the CC SNe. This dependence is produced by the normalization to the stellar mass as it is not present in C99. It also differs from the results by Turatto et al. (1994) who, on the basis of a limited sample of 5 SNe, studied the type Ia SN rate in early type galaxies, finding no dependence on any properties of the parent galaxies, such as ISM content in gas or dust. The variation of the SN rates with the galaxy color is discussed in detail in the next section.
The thin dashed line in the lower panel of Fig. 5 shows
the relation between the
B-K color and the CC SN rate expected from a simple model of a spiral galaxy.
To obtain this, first we computed the expected relation between the
B-K color
and the SFR by using
the GALAXEV models (Bruzual & Charlot 2003) with solar metallicity
and an exponentially declining SFR with an e-folding time of 2 Gyr.
This model can reproduce the properties of a wide range of galaxies,
from early-type spirals to irregulars, just by selecting the appropriate
age since the onset of the star formation
(see, for example, Pozzetti et al. 1996).
Second, the SFR was converted into an expected SN rate by integrating
the IMF for masses between 8 and 40
(see, for example, Madau et al. 1998).
As a consequence we have no free parameter in plotting this line.
The model considered is very simple, as
it includes only one star formation history,
only solar metallicity and no dust. Nevertheless
it is evident from Fig. 5 that
it accurately predicts the behavior of the CC SN rate
as a function of galaxy color,
confirming that the progenitors of the CC SNe are young populations related to the ongoing star formation.
It is also evident that the number of CC SNe actually observed
is lower by about a factor of 2 than the model predictions.
This is not unexpected as the model considered here
is very simple: as an example,
reducing the metallicity of the galaxies to 40% solar would
produce galaxies with colors bluer by about
,
greatly
reducing the
discrepancy. Nevertheless, this is also consistent with the
claims from near-IR SN searches (as Mannucci et al. 2003)
that a considerable fraction of the SN expected CC SNe are missing
from the optical
searches because of the presence of large dust extinction.
We have used the near-infrared photometry by 2MASS to compute the SN rates normalized to both the K luminosity and the mass in stars of the galaxies. We group the parent galaxies either according to their Hubble types (Fig. 4 and Table 2) or to their B-K color (Fig. 5 and Table 3). A close inspection of these figures reveals the following:
Our results can also be expressed in terms of the delay time
between a newly born white dwarf (i.e. the primary)
and the SN explosion (indicated by
in the parametrization
by Madau et al. 1998).
Since the time
scale of the stellar evolution for stars near 8
is about
50 Myr, our results lend support to the models of progenitors
characterized by a "short'' delay time. This point will be discussed
in detail
in a forthcoming paper (Mannucci et al. 2004, in preparation).
The existence of an order of magnitude difference in the rates between late spirals/irregulars and ellipticals implies that the frequency of binary systems exploding as a type Ia SN per unit time changes appreciably when the parent population ages. This is not totally unexpected in the theoretical framework of the double degenerate scenario. For example Livio (2001) (see also Yungelson et al. 1994) predicts a decrease of a factor of 10 of the merger rate in the "old'' (1010 yr) stellar population with respect to the "young'' (108 yr) stellar component.
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Figure 6: The rate of the type Ia SNe (thick solid line) is compared with the result of a toy model (thin dashed line) in which the rate is reproduced by a constant value, independent of color and fixed at the value measured in the ellipticals, plus 40% of the rate of the CC SNe (see Fig. 5). The model reproduces the observed rate well. |
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The first term is due to the "old'' progenitors, responsible of most SNe-Ia in the ellipticals, about 50% in S0a/b, about 20% in Sbc/d and a few % in the Irr. The second term is roughly proportional to the SFR (assuming that the CC SN rate tracks the instantaneous SFR) and dominates in the late-type galaxies.
We note that the type Ia SN rate in perfectly quiescent galaxies,
corresponding to the first (constant) term in Eq. (2),
could be even lower. Indeed, the type Ia SN rate in radio-loud
early type galaxies appears to be enhanced, by a factor
4,
with respect to the radio-quiet sample (Della Valle & Panagia 2003;
Della Valle et al. 2004).
The latter (
0.023+0.012-0.008) is similar to the
value measured here for the reddest galaxies
0.027 SNuM, (see
Table 3). In conclusion, all of this
provides (additional) empirical support for the idea, proposed in the
past years (Della Valle & Livio 1994; Ruiz-Lapuente et al. 1995) that SNe Ia in late- and early-type galaxies may
originate from different types of progenitors and/or through
different explosive channels.