A&A 423, 867-880 (2004)
DOI: 10.1051/0004-6361:20035740
Y. C. Liang 1,2 - F. Hammer 1 - H. Flores 1 - D. Elbaz 3 - D. Marcillac 3 - C. J. Cesarsky 4
1 - GEPI, Observatoire de Paris, Section de Meudon, 92195 Meudon Cedex, France
2 -
National Astronomical Observatories, Chinese Academy of Sciences, No. 20A Datun Road,
Chaoyang District, Beijing 100012, PR China
3 -
CEA, Saclay-Service d'Astrophysique, Orme des Merisiers, 91191
Gif-sur-Yvette Cedex, France
4 -
ESO, Karl-Schwarzschild Strasse 2, 85748 Garching bei Munchen, Germany
Received 25 November 2003 / Accepted 26 April 2004
Abstract
One hundred and five 15 m-selected objects
in three ISO (
)
deep survey fields (CFRS 3
,
UDSR and UDSF)
are studied on the basis of their high-quality optical spectra with resolution R>1000
from VLT/FORS2.
92 objects (88%) have secure redshifts, ranging from 0 to 1.16 with
a median value of
.
Considerable care is taken in estimating the extinction properties of individual
galaxy, which can seriously affect diagnostic diagrams and estimates of
star formation rates (SFRs) and of metal abundances. Two independent estimates of the extinction
have been made, e.g. Balmer line ratio and
energy balance between infrared (IR) and H luminosities.
For most of the sources, we find a good agreement between the two extinction
coefficients (within
0.64 rms in AV, the extinction in V band), with median values of
AV(IR) = 2.36 and AV(Balmer)= 1.82 for z>0.4 luminous IR galaxies (LIRGs).
At z >0.4, our sample show
many properties (IR luminosity, continuum color, ionization and extinction)
strikingly in common with those of local
(IRAS) LIRGs studied by Veilleux et al. (1995).
Thus, our sample can provide a good
representation of LIRGs in the distant Universe.
We confirm that most (>77%) ISO 15 m-selected galaxies are dominated by star formation.
Oxygen abundances in interstellar medium in the galaxies
are estimated from the extinction-corrected
"strong'' emission line ratios (e.g. [O II]/H
,
[O III]/H
and [O III]/[O II]).
The derived 12+log(O/H) values range from 8.36 to 8.93 for the z>0.4 galaxies
with a median value of 8.67.
Distant LIRGs present a metal content less than half of that of the local
bright disks (i.e. L*).
Their properties
can be reproduced with infall models although one has to limit the infall time to avoid
overproduction of metals at late times. The models predict that total masses (gas + stars) of the distant LIRGs are
from
to
.
A significant fraction of distant large disks are indeed LIRGs.
Such massive disks could have formed
50% of their metals and
stellar masses since
.
Key words: galaxies: abundances - galaxies: evolution - galaxies: ISM - galaxies: photometry - galaxies: spiral - galaxies: starburst
The IRAS all-sky survey
detected tens of thousands of galaxies
with far-infrared (far-IR) radiation luminosities from less than
to
up to a moderate redshift (
).
However, luminous infrared galaxies (LIRGs) are not typical of local galaxy population,
and they account for only
2% of the local bolometric
luminosity density (Soifer et al. 1987; Sanders & Mirabel 1996).
However, the COsmic Background Explorer (COBE) observations imply that there
likely exists a very significant contribution of dust-obscured star formation
at high redshifts (Puget et al. 1996; Genzel & Cesarsky 2000). The ISO made
it possible to study the infrared emission of galaxies at
,
which
plays an important role in understanding the co-moving star formation density
evolution with look-back time. The ISO mid infrared camera (ISOCAM) (Cesarsky
et al. 1996) is
103 times more sensitive and has 60 times higher
spatial resolution than IRAS. The mid-IR ISOCAM 15
m source counts provide
evidence for strong IR light density evolution, as revealed by the strong
excess of 15
m counts above the predictions of non-evolution models at sub-mJy (Elbaz et al. 1999; Aussel et al. 1999). The cosmic infrared background
resolved by ISOCAM shows that the co-moving density of infrared light due to
the luminous IR galaxies (
)
was more than 40 times larger at
than today (Elbaz et al. 2002). The main driver for
this evolution is the luminous infrared starburst galaxies seen by ISO at z>0.4, which form stars at a rate of more than
yr-1(Flores et al. 1999).
Based on the correlation analysis of deep X-ray and mid-IR observations in
Lockman Hole and Hubble Deep Field North (HDF-N), Fadda et al. (2002) found
that the active galactic nuclei (AGN) contribution to the 15 m background
is only
%. They concluded that the population of IR luminous galaxies
detected in the ISOCAM deep surveys, and the cosmic infrared background sources
themselves, are mostly dust-obscured starbursts (also see Elbaz et al. 2002).
Reviews of extragalactic results from ISO can be found in Genzel &
Cesarsky (2000), Franceschini et al. (2001) and Elbaz & Cesarsky (2003).
Recently, Flores et al. (2004a) studied the interstellar extinction and SFRs of 16 luminous infrared galaxies in Canada-France Redshift Survey (CFRS) 3and 14
fields using the spectra from the European Southern Observatory
(ESO) Very Large Telescope (VLT) and Canada-France-Hawaii Telescope (CFHT).
They found that the extinction coefficients obtained from H
/H
(using the VLT/FORS2 or CFHT spectra) and H
/H
(combining the VLT/FORS2 and VLT/ISAAC spectra) are in agreement, and that SFRs
derived from H
are consistent with those from infrared luminosities,
except for the galaxies near the ultra luminous IR galaxy (ULIRG) regime
(
).
Spectrophotometric properties of IRAS galaxies have been studied in detail, providing a full diagnostic of their ISM properties (Veilleux et al. 1995, hereafter V95; Kim et al. 1995). However, at higher redshifts, studies of ISOCAM sources have mostly focused on source counts and SFRs. Very little is known about chemical properties of distant LIRGs, including their metal content, and the main objective of this paper is to fill this gap.
In the local Universe, metallicity is well correlated with the absolute
luminosity (stellar mass) of galaxies over a wide magnitude range (e.g. 7-9 mag) (Zaritsky et al. 1994; Richer & McCall 1995; Telles & Terlevich 1997;
Contini et al. 2002; Melbourne & Salzer 2002; Lamareille et al. 2004). Some
results have been obtained on the luminosity-metallicity (L-Z) relations in
the intermediate-redshift Universe. Kobulnicky & Zaritsky (1999) found that
the L-Z relations of 14 intermediate-z emission line galaxies with
0.1<z<0.5 are consistent with those of the local spiral and irregular
galaxies studied by Zaritsky et al. (1994), Telles & Terlevich (1997) and
Richer & McCall (1995). The 16 CFRS galaxies at
studied by Liang
et al. (2004) fall well in the region occupied by the local spiral galaxies
(from Zaritsky et al. 1994).
At higher redshifts, Kobulnicky et al. (2003) have obtained the L-Z relations of 64 galaxies from the Deep Groth Strip Survey (DGSS) which have
been separated into three redshift ranges (
z =0.2-0.4, 0.4-0.6, and 0.6-0.82). In the highest redshift bin galaxies are brighter by 1 mag
relatively to those in the lowest redshift bin and brighter by
2.4 mag
compared to the local (z <0.1) field galaxies (from Kennicutt 1992a,b,
hereafter K92, and Jansen et al. 2000a,b, hereafter J20). Such a result is
confirmed by Maier et al. (2004). These studies contrast with the results of
Lilly et al. (2003), who have found that the L-Z relation of
most of their 66 CFRS
galaxies with 0.5<z<1 is similar to that of the local galaxies from J20.
However, Lilly et al. (2003) have assumed a constant AV=1 for accounting
for dust extinction. In this study, we investigate the L-Z relation for LIRGs
in z>0.4 Universe, after a detailed account for their dust extinction
properties.
This paper is organized as it follows. In Sect. 2, we describe the sample
selection, the observations and the data reduction and analysis, while the
redshift distribution and the spectrophotometric properties are presented in
Sect. 3. Sections 2 and 3 are aiming at assessing whether our resulting sample
can be used to test the properties of distant LIRGs. Flux measurements,
interstellar extinction and SFRs of the galaxies are shown in Sect. 4. It
includes a detailed comparison between extinction parameter deduced from
Balmer line ratio to that derived from mid-IR luminosity. In Sect. 5, we
discuss the diagnostic diagrams to test the AGN contribution as well as the
ionization properties. In Sect. 6, we present the luminosity-metallicity
relation (based on oxygen abundances) of distant LIRGs which is compared to
other galaxy samples. Discussion and conclusion are given in Sects. 7 and 8. Throughout this paper, a cosmological model with H0=70 km s-1 Mpc-1,
and
has been adopted.
Our sample galaxies were selected from three ISO deep survey fields: CFRS 3,
Ultra-Deep-Survey-Rosat (UDSR) and Ultra-Deep-Survey-FIRBACK (UDSF)
fields.
The CFRS was carried out in five moderate to high galactic latitude
(b
)
survey fields of area 10
chosen to match the field of view of the MOS multiobject spectrograph on the 3.6 m CFHT. The 14
and 3
fields
have been deeply imaged with the ISOCAM. Combining the deep IR observation
and the deep optical and radio data, Flores et al. (1999) studied the 78 ISOCAM sources detected in the 14
field down to a 15
m flux
250
Jy. In the CFRS 3
field, 70 sources were detected, with the
15
m fluxes in the range of 170-2100
Jy (Flores et al. 2004a,b,
in preparation).
The UDSR field refers to the Marano field (centered at
(2000
15
09
,
(2000
13
57
), which is a deep ROSAT
observation field. The deep (
80 or 120 ks integration time) XMM-Newton
observations (Giedke et al. 2001, 2003) and the optical
identifications were also done (Lamer et al. 2003). FIRBACK is a deep survey
conducted with the ISOPHOT instrument aboard the ISO at an effective
wavelength of 175
m. The total survey covers more than 4 square degrees
located in one Southern and two Northern fields (Puget et al. 1999; Lagache &
Dole 2001). For the UDSR and UDSF fields, very deep ISOCAM follow-up have
been done (Elbaz et al. 2004) reaching flux limits three times lower than for
the CFRS fields.
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Figure 1:
a) The IR luminosity log(
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In total, 105 objects were selected for VLT/FORS2 spectral observations from
the three fields. The basic data of the target galaxies are given in Tables 1
and 2. The columns are the slit numbers (also CFRS name in Table 1), the 2000 epoch coordinates, redshift z, I or R band photometric and spectral
magnitudes in the AB system, aperture correction factor by comparing the
photometric and spectral I or R band magnitudes, absolute B band magnitude MB in the AB system, the spectral types of the objects, and the related infrared data including 15 m fluxes, far-IR luminosities and IR-SFRs.
The IR luminosities (and deduced SFRs) have been calculated using the
procedure given in Elbaz et al. (2002) and are given in Tables 1 and 2. They
are based on mid-IR fluxes which show good correlations with radio and far-IR
measurements in the local Universe (Elbaz et al. 2002). In the distant
Universe, these estimates agree within a factor of 2 with those based on
H luminosities (Flores et al. 2004a). Figure 1a shows the
distribution (the shaded region) of the inferred IR luminosity (8-1000
m) of the 55 ISO/15
m-detected objects with z>0.4 (the called
"high-z'' sample in the following parts of this paper) in the three fields
for VLT/FORS2 spectroscopic observation (see Sect. 3 for redshifts) with a
median value of log(
.
Figure 1b
shows the corresponding distribution of the 38 z>0.4 objects in the UDSR and
UDSF fields with a median value of log(
,
and
the distribution of the objects in the CFRS 3
field with a median value of 11.55. The difference is simply related to the different flux limits
adopted in UDSR and UDSF fields on one side and on the CFRS 3
field, on
the other side. However, our high-z sample exhibits IR luminosity
distribution very similar to local IRAS galaxies studied by V95 and Kim et al.
(1995), in which the median log(
for the Bright
Galaxies (BGSs) and 11.38 for the Warm Galaxies (WGSs) (in
Fig. 1a, the dotted-line for BGSs, and the dashed-line for WGSs). We believe that our sample can be used to probe the properties of distant LIRGs over an IR luminosity range comparable to that of V95.
Spectrophotometric observations of the 105 targets were obtained during three
nights with the ESO 8 m VLT using the FORS2 with R600, I600 at a resolution of 5 Å and covering the possible wavelength range between 5000 and 9200 Å. The slit width is 1.2
and the slit length is 10
.
Spectra were extracted and wavelength-calibrated using
the IRAF
package. Flux calibration was done using 15 min
exposures of 3 photometric standard stars per field. In addition, for one
field (CFRS), we have compared the spectrophotometry to the V and I photometries and found a very good agreement. To ensure the reliability of
the data, all spectrum extractions as well as lines measurements were
performed by using the SPLOT program.
A rest-frame spectrum of one typical galaxy of our sample, UDSR23, is given in
Fig. 2. The strong emission lines (e.g.
3727, H
,
H
,
5007) and the
obvious absorption lines are marked. The continuum has been convolved except
at the locations of the marked emission lines using the softwares developed by
our group (Hammer et al. 2001; Gruel 2002). The adopted
convolution factors are 7 pixels and then 15 pixels.
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Figure 2:
Rest-frame spectrum of one of the sample galaxies, UDSR23.
It is a luminous infrared galaxy with log(
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Redshifts are identified by using the emission and/or absorption lines.
Column (4) of Tables 1 and 2 gives the z values of the
objects. Redshift distributions of the combined and the individual three
fields are shown in Fig. 3. The corresponding median redshifts are
in the combined sample,
in the CFRS,
in the UDSR and
in the UDSF. The
redshift peak around z=0.70 in the UDSF field (six galaxies) shows a velocity
dispersion of
1390 km s-1, a typical value for a galactic
cluster. The corresponding six objects are UDSF06, 07, 08, 21, 26a and 26b. In
the UDSR
field, four objects (UDSR11, 12, 13 and 16) show a redshift peak
around z=0.166, which may correspond to a velocity dispersion of
129 km s-1, a typical value for a galactic group.
The redshift distributions are consistent with the results in some other
ISOCAM survey fields, e.g., the
in the CFRS 14
field
(Flores et al. 1999) and 0.585 in the HDF-N (Aussel et al. 1999).
Franceschini et al. (2003) found a peak at
for their 21 objects
in the Hubble Deep Field South (HDF-S) field, which they suggested to be a
cluster or a large galaxy concentration. The similarities between the
IR luminosities as redshift distribution of our sample to those of other
studies lead us to assume that our sample can be used to test the properties
of distant LIRGs. About 81% (75/92) of the redshift-identified galaxies show
obvious and strong emission line (EL) (see Col. 9 of Tables 1 and 2).
The corresponding EL galaxies fraction of ISO-detected objects
is
85%. Table 3 summarizes the redshift identifications and
spectral types of the galaxies in our sample.
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Figure 3: Redshift distributions (bin=0.08) of the sample galaxies in the combined and the individual three fields. |
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The fluxes of the emission lines are measured using the SPLOT package. The
stellar absorption under the Balmer lines is estimated from the synthesized
stellar spectra obtained using the stellar spectra of Jacoby et al.
(1984). To do so, we use the spectra of four stellar types (e.g.
A, B, F and G types) to synthesize the "galactic'' continuum and absorption
lines. Then, the "pure'' emission Balmer lines are obtained through reducing
the underlying stellar absorption. The corresponding error budget of
emission line flux is deduced by a quadratic addition of three independent
errors: the first one is related to the use of stellar templates to fit
stellar absorption lines and continuum; the second one comes from the
differences among independent measurements performed by Liang, Flores
and Hammer; the third one is from the Poisson noises from both sky and
objects, and it actually dominates the error budget. The flux
measurements of emission lines and their percent errors are given in
Table 4 for high-z galaxies, and in Table 5 for low-z galaxies.
Three low-z galaxies are also given in Table 4 for their H fluxes.
To obtain reliable global fluxes of emission lines
of the galaxies, we should notice that the 1.2
slit of VLT observations does not always contain the whole galaxy. Thus, the fluxes of the
emission lines are corrected by an aperture factor derived by comparing the
photometric magnitudes to the spectral magnitudes at
(for CFRS field) or
(for UDSR and UDSF fields) bands. The aperture
correction factors are given in Col. 7 of Tables 1 and 2.
The extinction inside the galaxy can be derived using the decrement between
the two Balmer lines: H/H
for our high-z galaxies, and
H
/H
for the low-z galaxies. Case B recombination with a
density of 100 cm-3 and a temperature of 10 000 K was adopted, the
predicted ratio is 0.466 for
/
and 2.87 for
(Osterbrock 1989). Using the interstellar
extinction law given by Fitzpatrick (1999) with R=3.1 (
R=A(V)/E(B-V)), the
extinction can be readily determined. Using the Balmer decrement method we
find a median extinction of AV(Balmer)=1.68 (=1.82 for the z>0.4sample). Extinction corrected Balmer lines (either H
or H
)
can
be used to estimate the SFR, which could be then tested by comparison with SFR obtained from infrared flux.
To compare the SFRs from IR and Balmer lines,
we adopt the calibrations
from Kennicutt (1998) based on the
Salpeter's initial mass function (IMF) (Salpeter 1955)
with lower and higher mass cutoffs of 0.1 and 100 .
The median SFR
of our sample galaxies
is about 31
yr-1 for the z>0.4 galaxies (it is
19
yr-1 when the low-z galaxies are included).
The obtained median SFR
is about 28
yr-1 for z>0.4 galaxies. For most galaxies,
SFR
are consistent with SFRs estimated from infrared luminosities
(Fig. 4a).
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Figure 4:
a) The SFRs estimated from the extinction corrected Balmer lines
(Io(H
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Because of the large uncertainties related to the measurements of the
H line, we need to verify the quality of our derived extinction. This
can be done assuming that the infrared data provide a robust SFR estimate
for IR-luminous galaxies (Elbaz et al. 2002; Flores et al. 2004a). We
estimate a new dust extinction coefficient, AV(IR), by comparing the
infrared SFR with the SFR calculated from the optical H
emission line:
the energy balance between IR and H
luminosities. Figure 4b
shows that the derived AV(IR) is consistent with AV(Balmer) for most
galaxies, most of them falling in the
0.64 rms discrepancy. Few objects
however lie outside the
0.64 rms as shown in Fig. 4b (also
see Table 6). For three of them (filled squares, CFRS10, CFRS19 and UDSF13)
showing AV(IR) much larger than AV(Balmer), we believe that the
discrepancy could be related to a possible overestimate of the IR flux due to
contamination by neighboring ISO sources (the "possible flux blending''
sources).
The derived median value of AV(IR) is 2.18 (=2.36 for z>0.4 galaxies)
for our sample, which is slightly larger than the extinction derived from
optical Balmer lines. This trend might be related to the fact that infrared
radiation includes fluxes from the optical thick H II regions, which
might be obscured to contribute to the detected optical emission lines. An
extreme example is CFRS25, CFRS03.0932, which shows AV(Balmer)= 1.04 and
AV(IR)= 3.77. It is an extreme edge-on disk galaxy with an inclination
of 79
(Zheng et al. 2004). Most of the optical light of the
whole galaxy is strongly hidden by dust (screen effect), and the detected
optical Balmer lines just trace the star formation of a few optical-thin
H II regions lying on the edge of the galaxy.
The median extinction in our sample is lower than those of the local IRAS
sample by V95 who obtained the median E(B-V) (= AV/3.1) values 0.99 for
the H II LIRGs, and 1.14 for the LINERs. This could be due to the
fact that V95 only studied the central 2 kpc parts of the IRAS
galaxies, which could be more affected by dust than the whole galaxy light
as studied in distant galaxies. The derived median extinction of our
galaxies is comparable to that of radio-detected Sloan Digital Sky Survey
(SDSS) galaxies
(
/1.25=1.6, Hopkins et al. 2003). It is much higher
than those of the local normal star forming galaxies for which the median
(K92 and J20).
Comparison between the extinctions derived from IR and optical Balmer lines
(Fig. 4b) provides a significant reduction of the error bars derived from
the single H/H
ratio, to
0.64 for AV. This might also provide a
useful diagnostic for the dust and star formation properties in individual galaxies.
In the following, we have to adopt a reliable AV which describes as best as possible the global
properties of each individual galaxy. The one based on the H
/H
ratio shows
a large uncertainty because it is based on the faint H
emission line. Diagnostic
diagrams and metal abundance determination often depend on the [O II]
3727/H
ratio and
then on the adopted extinction coefficient. It is uncertain whether such a ratio can be obtained as
a global parameter for a given galaxy. On the other hand, using AV(IR) could lead to
overestimates of the extinction (and then to underestimates of the metal abundance) since it
accounts for the most obscured regions. However the good correlation found by
Flores et al. (2004a) between SFR
and SFR
for LIRGs implies that strong obscuration are not
preponderant in the energy balance for these galaxies. Because our study of the metal abundances
is only based on starbursts and LIRGs (no ULIRGs), we adopt in the following AV(IR) for
estimating the extinction, while paying attention to how our results would be affected if using
AV(Balmer).
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Figure 5:
The far-IR luminosities and color excesses (extinction)
as functions of continuum colors for our sample galaxies:
a) IR luminosities,
b) extinction for the high-z sample,
c) extinction for the low-z sample.
The continuum colors are defined as the ratios of the continuum levels close
to the lines (no extinction correction) (on both sides ![]() |
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The continuum colors of our sample galaxies are determined by the ratios of
the continuum levels at 4861 Å and 3660 Å (C4861/C3660, for the
high-z sample) and at 6563 Å and 4861 Å (C6563/C4861, for the
low-z sample) (no extinction correction). We use the same three IR luminosity bins as V95 for log(
/
)
(
11, between 11 and 12, and
12) in the following studies. Figure 5a
shows the IR luminosity against the C4861/C3660 color for our sample
galaxies. It seems that this plot shows that the more IR luminous galaxies with
log(
/
have redder colors than the less luminous
galaxies with log(
/
.
However, the
trend is very weak(less than 1
)
and similar to the result of V95
(their Fig. 17, for C6563/C4861 vs. IR luminosity). Figure 5b shows
the color excess (extinction) against the C4861/C3660 color for our sample.
It shows a weak positive correlation, i.e., the redder color, the higher
dust extinction, which is similar to that of the local IRAS sample shown by
Fig. 5 of V95 (with C6563/C4861 color). Figure 5c shows the color
excess against the C6563/C4861 color for the low-z sample. It seems that a
weak correlation exists as well, similar to that of V95 (on their Fig. 5).
The median color C6563/C4861 value is about 0.4. If the dust extinction is
considered to correct the continuum color roughly, the median color
(C6563/C4861)0 ("0'' means extinction correction) is about 0.35, which is
similar to the value 0.4 obtained by V95 for their local IRAS sample (their
Fig. 16).
The diagram of log([O II] 3727/H
)
vs.
log([O III]
4959, 5007/H
)
can be used to
distinguish the H II region-like objects from the LINERs and
Seyferts. The H II region-like objects can be H II region in external
galaxies, starbursts, or H II region galaxies, objects known to be
photoionized by OB stars.
Figure 6a gives the diagnostic diagram for our z >0.4 galaxies, and shows that most of the objects are H II region galaxies,
and are consistent with the theoretical fitting of the local extragalactic
H II regions (the solid line, from McCall et al. 1985). The dashed
line shows the photoionization limit for a stellar temperature of 60 000 K
and empirically delimits the Seyfert 2 area from the H II region
area (also see Hammer et al. 1997). From this plot, eight objects are
identified to be AGNs, including five LINERs (CFRS17, 32, 33, UDSR04 and UDSF32) and three Seyfert 2 galaxies (UDSR09, UDSF13, 28). An AGN fraction of 23% is identified from the diagnostic diagram. However, this ratio
can be decreased to 11% when AV(Balmer) instead of AV(IR) is used to
correct the emission line fluxes. One reason for this is the higher
extinction of AV(IR) results in higher [O II] emission line flux
corrected by extinction, hence, a higher LINER fraction. The AGN fraction
is consistent with previously reported results (17%, Fadda et al. 2002).
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Figure 6: a) Diagnostic diagram for our high-z sample. The solid line shows the theoretical sequence from McCall et al. (1985), which fits the local extragalactic H II regions well with metallicity decreasing from left to right. b), c) Diagnostic diagrams for the low-z sample, with symbols as in Fig. 5, and the long-dashed lines are taken from Kewley et al. (2001), others are from Osterbrock (1989). |
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For the low-z galaxies, the diagnostic diagrams of
[O III] 5007/H
vs.
[S II]
6716, 6731/H
and
[O III]
5007/H
vs.
[N II]
6583/H
are available to diagnose their
source of ionization
(Veilleux & Osterbrock 1987; Osterbrock 1989).
Figures 6b and c
show these properties of the sample galaxies.
From the [S II]/H
vs. [O III]/H
relations,
most of the galaxies are LINERs with low ionization levels.
However, from the [N II]/H
vs. [O III]/H
relations,
most of the galaxies are H II region galaxies since
only two objects (20%) show the LINER character (UDSR06, 11).
Also, most of them will be classified to be "Star Forming'' galaxies
by using the corresponding diagnostic for the SDSS sample
(Kauffmann et al. 2003; Brinchmann et al. 2003).
Thus, to study the diagnostic diagrams of such emission line galaxies,
these two diagrams are needed simultaneously (also see Liang et al. 2004).
Considering the limits given by Kewley et al. (2001)
(the long-dashed lines in Figs. 6b and c),
most of the low-z galaxies would be classified as H II regions.
It may infer that most of them occupy a region intermediate between
LINERs and H II regions.
The ([O II] 3727/[O III]
5007)
emission line ratio
follows a sequence from
low-excitation H II regions to high-excitation H II regions
(Baldwin et al. 1981).
Figure 7 shows the
log([O III]
5007/H
)
vs. log([O II]
3727/[O III] 5007)
diagnostic relation for our sample,
compared with that for local IRAS LIRGs of V95.
Most of our galaxies lie in the bottom right region
indicating low ionization levels ([O III]/H
).
The apparent excess of high ionization objects in V95 could be attributed to the fact
that they only studied the central
2 kpc of the IRAS galaxies, and that they could be
more sensitive to a possible high ionization central AGN. Another possible selection bias in V95 might also
contribute to this excess, since they have been able to detect [O II]
3727 line only in their brightest and more
distant sources, which likely include more objects with high ionization levels.
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Figure 7:
[O III]![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
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Chemical properties of gas and stars within a galaxy are like a fossil record chronicling its history of star formation and its present evolutionary status. The high quality optical spectra from VLT/FORS2 make it possible, for the first time, to obtain the chemical abundances in ISM for such a large sample of high-z LIRGs.
On the diagnostic diagram of log([O II]
/H
)
vs. log([O III]
/H
), the local
H II region samples with different metallicities lie in different
areas. Moreover, they follow the empirical sequence from McCall et al.
(1985), which fits the local H II galaxies well with metallicity
decreasing from the left to the right (see Fig. 12 of Hammer et al. 1997).
The corresponding relations for our galaxies are given in
Fig. 8a (the larger points), together with the local
H II regions with different metallicities (the smaller points, the
representative metallicities of the different symbols are shown in the box
on the bottom right, Z0 is the solar metallicity). The solid line shows
the theoretical sequence from McCall et al. (1985). This diagram shows that
our high-z H II region galaxies fall in the local sample well, and
have metallicities of 0.5
.
One non-ISO galaxy,
UDSF26a, perhaps has low metallicity with
.
It seems
that there is no obvious difference in metallicities between the more
luminous infrared H II galaxies (log(
)
and
other less luminous infrared samples (log(
).
This plot shows that the horizontal-axis parameter, log([O III]
/H
), can trace the metallicities of the
H II galaxies roughly, following a trend that increasing values (up to
1.0) corresponds to lower metal abundances. Also, this ratio is almost
independent of extinction. Therefore, we further obtain the log(
)
vs. log([O III]
/H
)
(no extinction correction) relation shown by Fig. 8b, in which
more data points are included though their H
emission lines (for
extinction) and/or [O II]
3727 shift out of the rest-frame
spectra. Figure 8b indicates that there is almost no obvious
correlation between the two parameters, if one exists, a very weak
correlation may show the decreasing [O III]/H
ratio following
the increasing IR luminosity for the high-z galaxies when the three
Seyfert 2 galaxies (with log([O III]
/H
)
are excluded.
The "direct'' method to determine chemical compositions requires the electron
temperature and the density of the emitting gas (Osterbrock 1989).
In a best-case scenario, the electron temperature of the ionized medium
can be derived from the ratio of a higher excitation auroral line, such as
[O III]
to [O III]
.
However, [O III]
is too weak to be measured except in extreme
metal-poor galaxies, and becomes extremely weak in more metal-rich environments
due to abundant heavy elements reducing collision excitation of the upper levels.
In this case, the
oxygen abundances may be determined from the ratio of [O II]+[O III] to H
lines ("strong line'' method).
The general parameter is R23:
![]() |
Figure 8:
a) The relation between log([O II]
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Open with DEXTER |
![]() |
12-2.939-0.2x-0.237x2- 0.305x3 | ||
![]() |
|||
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(1) |
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Figure 9:
The MB-metallicity relation of our distant LIRGs
(with the typical uncertainty of 0.08 dex on metallicity),
compared with other samples and Pegase2 models:
a) with the local galaxies from K92 and J20; the vertical arrow connecting with
the solid fit line shows the maximal extinction effect on MB,
assuming an average extinction
correction of AV=2.36.
b) Pegase2 infall models are
superimposed assuming a total mass of
![]() ![]() ![]() ![]() ![]() ![]() |
Open with DEXTER |
Due to the limits of wavelength ranges, [O II]
emission lines
shift out of the visible wavelength
in the low-z galaxies. Oxygen abundances in ISM of
these galaxies can be estimated by R3 parameter for this case (Edmunds & Pagel 1984):
Then, their
values can be obtained
using the empirical relation proposed by Vacca & Conti (1992)
(also see Coziol et al. 2001):
For the solar metallicity, Anders & Grevesse (1989) obtained a value of
,
Grevesse & Sauval (1998) got 8.83, whereas Allende Prieto
et al. (2001) gave a preferred solar value of 8.68. Therefore, in the
following, our discussion is based wherever possible on
values
rather than metallicities relative to solar, in order to avoid confusion.
In the local Universe, metallicity is well correlated with the absolute luminosity of galaxies (Zaritsky et al. 1994; Contini et al. 2002; Melbourne & Salzer 2002; Lamareille et al. 2004). Based on the current understanding of cosmic evolution, the volume-averaged star formation rate was higher in the past (Madau et al. 1996; Lilly et al. 1996; Flores et al. 1999) and the overall metallicity in the Universe at earlier times was correspondingly lower. We might expect galaxies to be considerably brighter at a given metallicity (i.e. luminosity evolution) if they are forming stars at higher rates. A high or intermediate redshift galaxy sample ought to be systematically displaced from the local sample in the L-Z plane if individual galaxies reflect these cosmic evolution processes. However, if local effects such as the gravitational potential and "feedback'' from stellar winds and supernova regulate the star formation and chemical enrichment process, the L-Z relation might be less dependent on the cosmic epoch. In fact, feedback could confuse the use of metallicity as a simple metric (Garnett 2002).
Figure 9 presents the MB vs.
relations
for our LIRG sample, compared with the local (from K92 and J20)
and the other two high-z samples
(from Kobulnicky et al. 2003 and Lilly et al. 2003).
The MB values of the compared samples have been corrected to be the same
cosmological model as ours and in the AB system.
The linear least-squares fits for the
corresponding galaxy samples are also given
by considering the metallicity as an independent variable.
Figure 9a compares the L-Z relation for the LIRGs to that of
local disks (K92 and J20), which are restricted to moderately star forming
galaxies (EW(H
Å) following Kobulnicky et al. (2003). For the
local disks, there is a correlation between LB and Z, with some
dispersion at low luminosity, which could be related to different star
formation histories at different epochs. For the brightest/more abundant
disks, this might be translated into a mass-abundance relation, assuming
that their B lights are dominated by emissions from intermediate or old
stellar populations. Most of the low redshift sample galaxies (the
triangles) lie in the disk locus, which could be simply related to the
fact that they show moderate SFRs, and are not so different from the local
disks. Two of the low-z galaxies (CFRS09, 13) show high metal abundances
). They are the so-called "CFRS H
-single'' galaxies
studied by Liang et al. (2004), and are over-abundant spirals. The situation
for distant LIRGs is far more complex. At a given metal abundance,
all of them
show much larger B luminosities than local disks, which corresponds to
mag at the median
(with the median
MB = -21.24). These galaxies show
0.3 dex lower metallicity
than that of the local disks
with the similar B luminosity (e.g. the median
MB=-21.24).
Adopting AV(Balmer) instead of AV(IR) would move the
median metal abundance value of our galxies by +0.03 dex.
The small MB variation with metallicity is probably related to
selection effect because distant ISOCAM sources likely correspond to luminous
(and massive?) systems (also see Franceschini et al. 2003). As an aside, they
are also consistent with an infall model (single-zone Pegase2 from Fioc &
Rocca-Volmerange 1999) as displayed in Fig. 11 of Kobulnicky et al. (2003)
for a
galaxy (our Fig. 9b). The model
assumes a SFR proportional to the gas mass where the galaxy is built by
exponentially decreasing infall of primordial gas with an infall timescale
of 5 Gyr (the solid line with pentagons). Here the nucleosynthesis yields of
stars (from the B-series models of Woosley & Weaver 1995) have been
arbitrarily reduced by a factor of 2 to avoid overproduction of metals at
late times (see Kobulnicky et al. 2003). The dispersion of the points around
this relation may be reproduced by adding singular burst of star formation
of
on the model galaxy.
However, we believe that Fig. 9a does not tell us all of the
story. Indeed, distant LIRGs show SFRs extending from 30 to several hundreds
of yr-1 and high gas extinctions. Conversely to local
quiescent disks, their B luminosities are dominated by young stars, and as
such, are strongly affected by dust effects. The latter cannot be accurately
estimated from their spectral energy distribution, without a careful
modelling of stellar populations, IMF and of the dust geometry. We can
estimate the maximal B luminosity of distant LIRGs, which can be reached if
all blue stars were embedded in the ionized gas. This "maximal'' dust
correction is represented in Fig. 9a by a big vertical arrow
connecting with the linear least-squares fit of our high-z LIRGs sample,
assuming an average extinction correction AV(IR)=2.36 (or 3 mag at 4350 Å). Then, at a given metal abundance, LIRGs have B luminosities by
far larger than those of the local disks, which excess
ranging
from 2.5 mag to more than 5 mag at the median
.
Assuming an
infall gas model, distant LIRGs could be interpreted as forming very massive
systems with total mass ranging from
to
,
which extend from massive disks to massive ellipticals.
It is valuable to notice that, at the given magnitude (the median
value), the metallicity of the distant LIRGs are also lower by 0.3
dex than those of other local samples (Contini et al. 2002; Lamareille et al. 2004; Melbourne & Salzer 2002). Because the above studies are based
on UV or H
emission, they mostly include low luminosity (mass?)
systems in the local Universe. In Fig. 9a we have chosen to
compare our results to those of more massive objects, i.e. the spiral
galaxies from K92 and J20, because this provides us a better tool to
understand evolutionary effects.
Figure 9c compares the distant LIRGs with the high-z galaxies
from Kobulnicky et al. (2003) with
0.4<z<0.82 (EW(H Å).
Kobulnicky et al. estimated the O/H values using R23 and O32 parameters obtained from the corresponding equivalent widths of the lines,
which are believed to be less affected by dust extinction (see Kobulnicky &
Phillips 2003). The metallicities of their galaxies are in similar range to
ours, but the galaxies are fainter at a given metallicity. The median
(MB,
)
of their sample is about (8.64, -20.08). The difference
between the two samples decreases at increasing metallicity, from
mag at
to
at
.
The
is
1 mag at the median
abundance of 8.67 of our LIRGs. This discrepancy in MB reflects that our
sample galaxies are brighter and possibly more massive than the rest-frame
blue selected sample of DGSS galaxies.
Figure 9d compares the distant LIRGs with the distant CFRS sample
studied by Lilly et al. (2003). The MB values of the two galaxy samples
are very similar, from about -19.8 to -22.5. The linear least-squares
fits of the two samples (the solid line is for our sample, and the
long-dashed line is for Lilly's sample) show a non-significant difference in
L-Z relation:
mag. For reasons of clarity, we have
restricted the sample of Lilly et al. (2003) to the CFRS 3
and 14
fields, which have been surveyed by ISOCAM. Among this subsample of 42 galaxies, 10 have been identified to be LIRGs by ISO (shown as
in Fig. 9d). The derived oxygen abundances by Lilly
et al. for these 10 ISO-galaxies show a median value of
,
which is
0.3 dex higher than the median value of our distant LIRG sample. Indeed, Lilly et al. (2003) assumed a constant extinction of
AV=1 for all their galaxies, which strongly underestimates the average
extinction for LIRGs, and then, leads to underestimated
[O II]
ratios, hence the overestimated oxygen
abundances. This effect has been checked by us in investigating the
properties of two common galaxies in the two samples. For CFRS02
(AV=3.24) and CFRS06 (AV=2.74),
Lilly et al. (2003) found the 0.5 dex
and 0.3 dex larger
values than our estimates, respectively.
If one assumes an average
AV=2.36 for LIRGs in the Lilly et al. sample,
this would move all the corresponding points (full triangles) towards a
lower metallicity by
0.3 dex. Extinction effects could thus reconcile
Lilly et al.'s results with those of Kobulnicky et al. (2003).
We have gathered a sample of 105 ISOCAM galaxies for which we present
detailed optical spectroscopic properties. The sample, although slightly
biased towards high IR luminosity, shows several strikingly similar
properties with the local sample of IRAS galaxies studied by V95 and Kim et al. (1995). This includes a similar IR luminosity distribution, continuum
color, extinction and ionizing properties. We believe that our sample
provides a good representation of distant LIRG properties. We also confirm
that, for >77% of the distant LIRGs selected by ISOCAM at 15 m, star
formation is responsible for most of their IR emission.
ISO distant galaxies present a L-Z diagram strikingly different from that of
local disks. Distant LIRGs are forming stars at very large rates, and their
L-Z diagram is almost an horizontal line reaching the local disk L-Z correlation: they are the systems actively building up their metal content.
At the median luminosity (
MB = -21.24), their median
is
about 0.3 dex smaller than the local disk value, and even less if we correct
the MB value for extinction. It is unlikely that this discrepancy is
related to our determination of metallicity, because we have adopted the
conservative assumption that all distant LIRGs lie on the upper branch of
the R23 - O/H diagram, i.e. with
.
In the
following, we investigate the relation between distant LIRGs and
present-day disk galaxies.
LIRGs can reach the local disk locus by either a progressive enrichment of
their metal content or fading. Both cases are somewhat extreme. Single-zone
infall models with infall time from
to 5 Gyr could easily reproduce
the link between distant LIRGs, the distant large disks, and the local
massive disks (see Fig. 9b). These models predict the total masses
of galaxies range from
to
.
The
latter mass value comes from the maximal B band luminosity (see Sect. 6.3.1). As noticed by Kobulnicky et al. (2003), reducing the infall time
(to values down to few 108 years) would lead to overproduction of
metal at later times. However, we believe that simple infall models cannot
apply during the whole history of the galaxy: several factors can prevent the
star formation from being held at very large rates, including disk self
regulation (Silk 1997), gas consumption or small timescales related to
merging events.
A major problem is the uncertainty about the characteristic infall time: if much smaller than 1 Gyr, distant LIRGs might fade away after the burst and be progenitors of low mass disks. It is likely that LIRGs correspond to specific events of strong star formation in galaxy history: if associated to mergers, such events should be rather short, within few 107 to 108 years, leading to relatively small amounts of formed stellar mass and metals. Indeed, several consecutive bursts are predicted by merging simulations. Several minor merger events may occur in a Hubble time. The study of the Balmer absorption lines of these LIRGs will be presented in a forthcoming paper (Marcillac et al. 2004), in which they will be used to quantify the mass fraction of stars born during the starbursts as well as the duration of these bursts.
LIRG morphologies suggest that a noticeable amount of them are intimately
linked with the population of large disks. Using HST color maps of 34 distant LIRGs drawn from the CFRS sample, Zheng et al. (2004) showed that 36% of the LIRGs have disk morphologies and only 17% are major mergers of
two galactic disks, which confirms the preliminary study in Flores et al.
(1999). Lilly et al. (1998) have gathered a small but representative sample
of large disks (
)
at
,
which appears
in number density comparable to that of local large disks. Restricting this
sample to the two CFRS fields surveyed by ISO (3
and 14
), 6 (30%)
of the 19 large disks are LIRGs (
from 3 to
)
detected by ISO (4 of them are indeed detected by ISO but 2 of them are in the supplementary catalog of Flores et al. 1999; also see Zheng
et al. 2004). If we assume that the sample of Lilly et al. (1998) is a good
representation of massive disks in the 0.5< z <1 volume, and that a large
fraction of them are experiencing strong star forming episodes (LIRGs), this
could constraint the amount of metal/stellar mass they have formed. The
elapsed time between z=1 and z=0.5 is
2.7 Gyr, and if 30% of
distant disks are experiencing strong star formation episodes (LIRGs), infall
time likely averages to a value close to 1 Gyr: this would suffice to produce
an amount of metal to reach the upper metal branch of local massive disks.
Unfortunately, at present, we only have a few K band measurements for the
sample galaxies studied here to estimate their stellar masses. However,
Zheng et al. (2004) has derived rest-frame K-band luminosities ranging from
to
for 24 of their distant
LIRGs. The characteristic time for doubling the stellar masses of the
distant LIRGs ranges from 108 to 109 years. Since in the very
simple model (1 Gyr infall) described above, a noticeable fraction of the gas
was not converted into stars, this supports our view that LIRGs are related
to the formation of massive systems (
,
mostly large
disks). On average,
large disks could double their metal content
and their stellar mass to reach the massive spiral locus at z<0.5.
This is consistent with Franceschini et al. (2003), who found that the
distant IR sources in the HDF-S are hosted by massive galaxies
(
), with an observed median star forming activity
parameter,
Gyr.
Our result is globally in agreement with that of Franceschini et al. (2003) who
found that the host galaxies of ISO sources are massive members of groups
with typically high rates of star formation (
to 300
yr-1),
and suggested that the faint ISOCAM galaxies appear to form a composite population,
including moderately active but very massive spiral-like galaxies, and very
luminous ongoing starbursts, in a continuous sequence.
A large sample (105) ISO/15 m-selected sources in three ISO deep survey fields
(CFRS 3
,
UDSR and UDSF) are studied on the basis of
their high quality VLT/FORS2 spectra and the infrared data from ISO.
Among the 92 redshift-identified objects,
75 (64 with z>0.4) are classified to be EL galaxies.
66 (55 with z>0.4) objects are EL galaxies out of the
77 ISOCAM 15
m detected sources.
This is by far the largest sample of spectra of distant ISO galaxies.
We present here their properties derived from the emission lines.
The redshift distribution (
)
is consistent with that of previous studies,
and some galaxies belong to a
cluster (in the UDFS field)
or to a
galaxy group (in the UDSR field). This study provides us:
Acknowledgements
We are very grateful to Dr. Jarle Brinchmann for the very detailed and valuable comments which have greatly helped us in improving this paper. We thank Dr. Nicolas Gruel for providing us an up-dated version of his software; we are grateful to Dr. Xianzhong Zheng for his comments and suggestions. We thank Dr. David Koch for his help to improve the English language in the text. We also thank Dr. Xiang-Ping Wu for valuable discussions about the cosmological parameters. This work has been supported by grants of the French Ministry of Education and of the K. C. WONG Education Foundation and CNRS.
Table 1:
Basic data of the sample galaxies in CFRS 3
field.
Table 2: Basic data of the sample galaxies in UDSR and UDSF fields.
Table 3: Redshift-identification and spectral types of the galaxies in the three fields. "ELGs'' means "Emission Line Galaxies'', "ETGs'' means "Early-Type Galaxies'', "z-poor'' means the redshift can be gotten even the Type is not clear from the spectrum.
Table 4:
Measured emission line fluxes (F)
in unit of 10-17 (ergs cm-2 s-1) and the errors in percent for the high-z EL galaxies. "9997'' means the line is
blended with strong sky line, "9998'' means there is no corresponding emission line detected
at the line position, and "9999'' means the line is shifted outside of the rest-frame
wavelength range. "o5'' means [O III]5007, and "o4'' means [O III]4959.
Table 5:
Measured emission line fluxes ()
in unit of 10-17 (ergs cm-2 s-1) and the errors in percent in the low-z EL galaxies
in CFRS/UDSR/UDSF fields (C/R/F).
Table 6:
The extinction AV(Balmer), AV(IR), the SFR
,
"flux blending'' factor "FB'', the continuum colors, some important emission line ratios,
the oxygen abundance in ISM and the spectral types from the diagnostic diagrams
("H'' for H II region galaxies, "L'' for LINERs and "S'' for Seyfert 2)
for the sample galaxies. [O II] = [O II]
3727,
[O III] = [O III]
4959 + [O III]
5007,
and [O III]5 = [O III]
5007. "FB'' (Col. 4) refers to the possible flux blending:
"3'' means "possible flux blending'', "1'' means "isolated'', "0'' means "non-ISO detected''.
For oxygen abundances (Col. 12), the right up-description
"L'' means the values are determined from R3 parameter.
The uncertainties of the line ratios and metallicity are from the uncertainties of extinction and
emission line flux measurements. The typical 30% uncertainty of SFR
will result
in a typical 0.03 dex discrepancy on the derived values.
Table 7: The extinction AV from Balmer decrement, SFRs, important emission line ratios, oxygen abundance in ISM and continuum colors of the low-z galaxies. "nc'' means no extinction correction for the emission line fluxes. The uncertainties of the line ratios and metallicity are from the uncertainties of extinction and emission line flux measurements.