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TRACING THE COSMIC METAL EVOLUTION IN THE LOW-REDSHIFT INTERGALACTIC MEDIUM*

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Published 2014 November 4 © 2014. The American Astronomical Society. All rights reserved.
, , Citation J. Michael Shull et al 2014 ApJ 796 49 DOI 10.1088/0004-637X/796/1/49

0004-637X/796/1/49

ABSTRACT

Using the Cosmic Origins Spectrograph aboard the Hubble Space Telescope, we measured the abundances of six ions (C iii, C iv, Si iii, Si iv, N v, and O vi) in the low-redshift (z ⩽ 0.4) intergalactic medium (IGM). Both C iv and Si iv have increased in abundance by a factor of ∼10 from z ≈ 5.5 to the present. We derive ion mass densities, ρion ≡ Ωionρcr, with Ωion expressed relative to the closure density. Our models of mass-abundance ratios, (Si iii/Si iv) $= 0.67^{+0.35}_{-0.19}$, (C iii/C iv) $= 0.70^{+0.43}_{-0.20}$, and $(\Omega _{{\rm C\,\scriptsize{III}}} + \Omega _{\rm C\,\scriptsize{IV}}) / (\Omega _{\rm Si\,\scriptsize{III}} + \Omega _{\rm Si\,\scriptsize{IV}}) = 4.9^{+2.2}_{-1.1}$, are consistent with the photoionization parameter log U = −1.5 ± 0.4, hydrogen photoionization rate ΓH = (8 ± 2) × 10−14 s−1 at z < 0.4, and specific intensity I0 = (3 ± 1) × 10−23 erg cm−2 s−1 Hz−1 sr−1 at the Lyman limit. Consistent ionization corrections for C and Si are scaled to an ionizing photon flux Φ0 = 104 cm−2 s−1, baryon overdensity Δb ≈ 200 ± 50, and "alpha-enhancement" (Si/C enhanced to three times its solar ratio). We compare these metal abundances to the expected IGM enrichment and abundances in higher photoionized states of carbon (C v) and silicon (Si v, Si vi, and Si vii). Our ionization modeling infers IGM metal densities of (5.4 ± 0.5) × 105M Mpc−3 in the photoionized Lyα forest traced by the C and Si ions and (9.1 ± 0.6) × 105M Mpc−3 in hotter gas traced by O vi. Combining both phases, the heavy elements in the IGM have mass density ρZ = (1.5 ± 0.8) × 106M Mpc−3 or ΩZ ≈ 10−5. This represents 10% ± 5% of the metals produced by (6 ± 2) × 108M Mpc−3 of integrated star formation with yield ym = 0.025 ± 0.010. The missing metals at low redshift may reside within galaxies and in undetected ionized gas in galactic halos and circumgalactic medium.

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1. INTRODUCTION

It is still uncertain whether a "missing-metals" problem exists for galaxies and the intergalactic medium (IGM). The problem was originally proposed (Pettini 1999) as a mismatch between the expected production rate of heavy elements (metals) and the observed metallicities in galaxies and quasar absorption-line systems. The metal-production rate, $\dot{\rho }_Z = y_m \dot{\rho }_*$, can be related to $\dot{\rho }_*$, the star formation rate (SFR) density, times the metal yield, ym, estimated to lie in the range 0.016–0.048, depending on the stellar initial mass function (IMF) and nucleosynthetic yields of massive stars and supernovae (Madau & Dickinson 2014). The majority of the heavy elements produced by star formation in the last 10–13 Gyr were undetected in damped Lyα absorbers (DLAs; Wolfe et al. 2003) or Lyman-break galaxies (Steidel et al. 1999). Several solutions were proposed for this missing-metals problem, including the possibility that heavy elements are stored in gaseous halos or expelled to the IGM by galactic winds (Ferrara et al. 2005; Bouché et al. 2007) or into the circumgalactic medium (CGM), as suggested by Tumlinson et al. (2011).

Early tests of the IGM hypothesis measured the metallicity at redshifts z ≈ 2–4 (Songaila 2001, 2005; Pettini et al. 2003; Boksenberg et al. 2003; Schaye et al. 2003; Aguirre et al. 2004) using quasar absorption lines of C iv (λλ1548, 1551) and Si iv (λλ1393, 1403). These rest-frame ultraviolet (UV) lines are observable with ground-based telescopes for absorption systems that shift into the optical band at z > 1.5. Shorter-wavelength transitions of O vi (λλ1032, 1038), Si iii (λ1206), and C iii (λ977) are shifted into the optical at higher redshifts, but confusion with the strong Lyα forest complicates their measurement. Metal absorption-line studies have now been extended to larger redshifts z ≈ 5–6 (Simcoe 2006, 2011; Becker et al. 2009; Ryan-Weber et al. 2006, 2009), with three recent studies (Simcoe et al. 2011; D'Odorico et al. 2013; Cooksey et al. 2013) superseding prior work at high redshift. At z < 1.5, most diagnostic absorption lines fall in the ultraviolet and require observations from space with the Hubble Space Telescope (HST) and Far Ultraviolet Spectroscopic Explorer (Penton et al. 2000, 2004; Danforth & Shull 2005, 2008; Cooksey et al. 2010).

In this paper, we analyze the metal-line results obtained from our recent survey of the low-redshift IGM with the Cosmic Origins Spectrograph (COS) on HST (Danforth et al. 2014). Observing at low redshifts avoids the complications of the Lyα forest, probes the absorbers directly in the rest-frame UV, and provides access to a wider range of ionization states. The current COS survey provides the largest sample of low-z IGM absorbers to date, with a total redshift pathlength Δz ≈ 20 in H i. In Section 2 we describe the portion of the survey relevant to the column-density distributions and mass densities of six metal ions, for which we have accumulated a substantial number of absorbers. Our results are described in Section 3, where we derive low-z mass densities, Ωion, for all six ions. The availability of data from adjacent ionization states of the same element (C iii, C iv and Si iii, Si iv) allows us to estimate photoionization conditions and correct for unseen ion states. Because line-blanketing by the Lyα forest is generally not a problem (<2% at low redshifts), these abundances provide accurate values of nucleosynthetically interesting abundance ratios (O/C, O/N, and Si/C). In Section 4, we summarize the low-z metallicity and its relevance to SFR history and assess whether a missing-metals issue still exists.

2. OBSERVATIONAL DATA

We have observed six ions (C iii, C iv, N v, O vi, Si iii, and Si iv) in the low-redshift IGM, using the HST COS (Green et al. 2012) in the medium-resolution mode (R ≈ 18, 000, Δv ≈ 17 km s−1) with the G130M and G160M gratings that cover 1135–1796 Å. Complete results of our IGM survey in the far-UV are given in Danforth et al. (2014), a study of 75 active galactic nucleus (AGN) sight lines that detected over 2500 H i absorption systems accompanied by more than 350 metal-line systems. Table 1 provides details on the ions, the number of metal-ion absorbers, their atomic data, and the accessible redshift ranges covered by the G130M and G160M gratings.

Table 1. Absorption-Line Dataa

Ion λ0 (Å) f z-Range log Nminb τ0b
zminzmax (N in cm−2)
C iii 977.020 0.757 0.16–0.84 12.67 0.443
C iv 1548.204 0.176 0.00–0.16 12.87 0.176
N v 1238.821 0.116 0.00–0.45 13.15 0.116
O vi 1031.926 0.133 0.10–0.74 13.38 0.0819
Si iii 1206.500 1.63 0.00–0.49 12.15 1.18
Si iv 1393.760 0.513 0.00–0.29 12.53 0.428

Notes. aColumns (1)–(4) list observed ion, rest wavelength (λ0), and absorption oscillator strength (f) from Morton (2003) and redshift range observable between 1135 and 1796 Å in these primary transitions with the COS gratings (G130M and G160M). bNmin is the minimum column density corresponding to the 30 m Å equivalent width used as a lower cutoff for the survey. Possible line saturation is gauged by the optical depth at line center, τ0 = (5.99 × 10−4)(N13fλ/b25), where N13 is the column density in units of 1013 cm−2, λ is in Å, and b25 is the Doppler parameter in units of 25 km s−1.

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To obtain gas-phase IGM metal abundances, we follow the standard technique of measuring absorption lines of the UV resonance transitions of key ion species and making ionization corrections. Most metallicity surveys are made with one or both lines of the doublet transitions of C iv (2s–2p 1548.204, 1550.781 Å) and Si iv (3s–3p 1393.760, 1402.773 Å) owing to their line strength and accessibility longward of the Lyα forest (λrest > 1215.67 Å). Although line-blanketing by the Lyα forest becomes strong at high redshift, our COS survey has access to the doublet transition of O vi (2s–2p 1031.926, 1037.617 Å) and single-line absorption from strong transitions of C iii (2s2–2s 2p 977.020 Å) and Si iii (3s2–3s 3p 1206.500 Å). This list is supplemented by the N v doublet (2s–2p 1238.82, 1242.804 Å). The C iii and C iv absorbers are not present in the same gas because C iii λ977 shifts into the G130M band at z > 0.162, and C iv λ1548 shifts out of the G160M band at z > 0.160. Thus, the ion–ratio comparisons with COS data are statistical. We have also examined the C iii/ C iv ratio in our STIS + FUSE survey (Tilton et al. 2012) where both lines are present in the same absorbers; we find good agreement with the COS results.

3. RESULTS AND INTERPRETATION

3.1. Metal-ion Abundances in the IGM

We express the mass density of a metal ion, ρion = Ωionρcr, relative to ρcr, the cosmological closure density. For Hubble constant H0 = (70 km s−1Mpc−1)h70, we can write $\rho _{\rm cr} = (3 H_0^2/8 \pi G) = 9.205 \times 10^{-30} h_{70}^2 \,{\rm g \,cm}^{-3}$, or in more convenient galactic units, $1.36 \times 10^{11} h_{70}^2 \, M_{\odot } \,{\rm Mpc}^{-3}$. The mean comoving baryon overdensity (at z = 0) is written $\bar{\rho }_b = [\Omega _b \rho _{\rm cr} (1-Y_p)/m_H] \approx 1.90 \times 10^{-7}$ cm−3, appropriate for Ωb = 0.0461 (Hinshaw et al. 2013) and primordial helium abundance Yp = 0.2485 (Aver et al. 2013). The ion mass density is found by integrating over its observed column-density distribution function (CDDF) of absorbers, $f(N,z) \equiv (\partial ^2 {\cal N} / \partial N \, \partial z)$, as described in Tilton et al. (2012),

Equation (1)

The integral is performed as a sum over logarithmic bins of size Δlog N ≈ 0.2. The range of integration is set at the lower end (Nmin) by our 30 m Å equivalent width threshold and at the upper end (Nmax) by the column density where absorber statistics become uncertain. Depending on the slope of the distribution, f(N, z)∝N−β, we can make corrections for absorption systems outside this range. Appendix A describes our formalism for fitting these distributions and integrating power-law fits to f (N, z). This technique provides a check on the numerical integration and allows us to assess the fiducial metal content, extrapolated to column densities above and below the observed range.

Table 2 gives the Ωion values for all six ions, measured in low-z surveys with HST/STIS (Tilton et al. 2012) and HST/COS (Danforth et al. 2014). Although our metal absorber list is large, there is considerable overlap with prior studies (Danforth & Shull 2008; Cooksey et al. 2011; Tilton et al. 2012). We express values of Ωion in units of $10^{-8} h_{70}^{-1}$. All values from our previous STIS survey were recalculated from the Tilton et al. (2012) absorber lists to match the column density ranges in Table 2. We then compare the low-z measurements to values from previous surveys, including Songaila (2001, 2005), Becker et al. (2009), Simcoe (2006), Simcoe et al. (2011), and Ryan-Weber et al. (2006). All values of Ωion were revised to agree with our adopted (ΛCDM) cosmological parameters, h = 0.7, Ωm = 0.275, and ΩΛ = 0.725.

Table 2. Summary of Metal–Ion Densitiesa

Iona Nabsa Range in (log N)a Ωion(STIS)a Ωion(COS)a
(N in cm−2) (in $10^{-8} h_{70}^{-1}$) (in $10^{-8} h_{70}^{-1}$)
C iii 77 12.67–14.19 $4.6^{+1.8}_{-0.8}$ $7.1^{+1.9}_{-1.2}$
C iv 49 12.87–14.87 $8.1^{+4.6}_{-1.7}$ $10.1 ^{+5.6}_{-2.4}$
N v 37 13.15–14.01 $0.9^{+1.3}_{-0.5}$ $1.9^{+0.6}_{-0.4}$
O vi 212 13.38–14.83 $33.9^{+9.3}_{-4.1}$ $38.6^{+4.8}_{-3.2}$
Si iii 87 12.15–13.44 $1.1^{+0.8}_{-0.3}$ $1.4^{+0.3}_{-0.2}$
Si iv 31 12.53–13.94 $4.5^{+3.0}_{-1.2}$ $2.1^{+1.0}_{-0.5}$

Notes. aColumns (1)–(3) list the observed ions and the number of absorbers in the COS survey in the stated range of ion column densities (log N). Minimum column density (Nmin) corresponds to 30 m Å equivalent width in primary diagnostic line (Table 1). Maximum (Nmax) corresponds to the last measured absorber at which survey statistics are reliable. Columns (4) and (5) list IGM mass density (at low z) of six ions, quoted as the fractional contribution (Ωion = ρioncr) to closure density. These values are derived from the HST/STIS survey (Tilton et al. 2012, revised as noted in text) and the HST/COS survey (Danforth et al. 2014).

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The distributions in column density were shown in Danforth et al. (2014) plotted versus column density, Nion, for C iv, Si iv, C iii, Si iii, and O vi. These distributions illustrate the systematic uncertainties inherent in computing values of Ωion from Equation (1) over the measured range of column densities (log Nmin < log N < log Nmax). For several ions, the discrete sums are sensitive to the small number of absorbers at the high end, as well as the reduced pathlength Δz for absorbers at the low end. As was done by previous authors (Cooksey et al. 2010, 2013; D'Odorico et al. 2013), we fit power laws to the CDDF and extrapolate to a standard range of column densities as discussed in Appendix A and Table 3. These distributions are often more useful to observers than the single parameter Ωion, and they convey information about the sparse statistics for metal absorbers at both low and high column densities.

Table 3. Column-Density Distribution Fitsa

Ion C0(weak) β(weak) C0(strong) β(strong) log Nb log Nmin log Nmax Ωionb
($10^{-8}\,h_{70}^{-1}$)
C iv 2.7 ± 1.6 1.5 ± 0.2 1.6 ± 0.3 2.0 ± 0.2 13.546 12.87 15.0 10.2
Si iv 0.2 ± 0.1 1.8 ± 0.1 ... ... ... 12.53 15.0 3.2
O vi 9.6 ± 0.9 1.6 ± 0.1 11 ± 2 3.9 ± 0.6 14.026 13.38 15.0 46.4
N v 0.4 ± 0.1 2.1 ± 0.2 ... ... ... 13.15 15.0 3.5

Notes. aPower-law fits to the cumulative column density distribution, $d{\cal N}(>N)/dz$, of the form C0(N/N0)−β, with fiducial column N0 = 1014 cm−2. Ions Si iv and N v are fitted with a single power law, whereas C iv and O vi are fitted with a double power law (for weak and strong absorbers) matched at a break column density log Nb. bValue of ion density parameter, Ωion, integrating power-law distribution from Nmin to Nmax, using Equations (A4), (A5), or (A6) in Appendix A.

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Figure 1 shows the evolution of $\Omega _{\rm C\,\scriptsize{IV}}$ with redshift. The C iv data include high-redshift measurements (z ≈ 4.5–6) by Pettini et al. (2003), Becker et al. (2009), Ryan-Weber et al. (2009), Simcoe et al. 2011), and D'Odorico et al. (2013). We corrected the Pettini results for our values of H0 and Ωm using the scaling $\Omega _{\rm ion} \propto \Omega _m^{1/2} h^{-1}$. Values at intermediate redshifts (z ≈ 1.6–4.5) are taken from surveys by Boksenberg et al. (2003), D'Odorico et al. (2010), and Boksenberg & Sargent (2014). The latter paper includes updated values for $\Omega _{\rm C\,\scriptsize{IV}}$ provided by A. Boksenberg (2014, private communication). The data at z < 1 come from the HST survey by Cooksey et al. (2010) reported in two redshift bins: $\Omega _{\rm C\,\scriptsize{IV}} = 6.24^{+2.88}_{-2.14}$ ($10^{-8} h_{70}^{-1}$) from 17 C iv absorbers at 〈z〉 = 0.383 and $\Omega _{\rm C\,\scriptsize{IV}} = 6.35^{+2.52}_{-1.99}$($10^{-8} h_{70}^{-1}$) from 19 C iv absorbers at 〈z〉 = 0.786. For the entire redshift sample, they found $\Omega _{\rm C\,\scriptsize{IV}} = 6.20^{+1.82}_{-1.52}$ ($10^{-8} h_{70}^{-1}$) from 36 C iv absorbers at 〈z〉 = 0.654. The lowest-redshift points at 〈z〉 < 0.1 come from the Colorado group's surveys: $\Omega _{\rm C\,\scriptsize{IV}} = 7.7 \pm 1.5$ ($10^{-8} h_{70}^{-1}$) from 24 C iv absorbers (Danforth & Shull 2008), $\Omega _{\rm C\,\scriptsize{IV}} = 8.1^{+4.6}_{-1.7}$ ($10^{-8} h_{70}^{-1}$) from 29 C iv absorbers (Tilton et al. 2012), and $\Omega _{\rm C\,\scriptsize{IV}} = 10.1^{+5.6}_{-2.4}$ ($10^{-8} h_{70}^{-1}$) from 49 C iv absorbers (Danforth et al. 2014).

Figure 1.

Figure 1. Redshift evolution of C iv mass density with $\Omega _{\rm C\,\scriptsize{IV}}$ expressed relative to closure density in units of $10^{-8} \, h_{70}^{-1}$. Our HST/COS low-redshift measurement is shown together with values from past surveys. The lower envelope includes a survey at 1.5 < z < 4 (Cooksey et al. 2013) that measures strong absorbers, whereas the upper envelope includes weaker absorbers, with column densities in various ranges from $13.4 < \log N_{\rm C\,\scriptsize{IV}} < 15$ (D'Odorico et al. 2013), 12–15 (D'Odorico et al. 2010), 12.0–14.5 (Boksenberg et al. 2003), and 12.9–14.9 (Danforth et al. 2014). Taking into account corrections (see Appendix A) for these different N ranges, the C iv abundance has evidently increased by a factor of 10 since z ≈ 5.

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Figure 2 shows the evolution of $\Omega _{\rm Si\,\scriptsize{IV}}$ with redshift, including high-redshift measurements (z ≈ 2–5) by Songaila (2001, 2005) converted to our parameters (H0 and Ωm). We also show data at z ≈ 2.4 (Scannapieco et al. 2006), at z ≈ 3.3 (Aguirre et al. 2004), and at z = 1.9–4.5 (Boksenberg & Sargent 2014). The latter paper includes new values for $\Omega _{\rm Si\,\scriptsize{IV}}$ provided by A. Boksenberg (2014, private communication.) The low-redshift data come from the HST survey by Cooksey et al. (2011) at z < 1. The lowest-redshift points at 〈z〉 < 0.1 are based on the Colorado group's recent surveys: $\Omega _{\rm Si\,\scriptsize{IV}} = 4.5^{+3.0}_{-1.2}$ ($10^{-8} h_{70}^{-1}$) from 30 Si iv absorbers (Tilton et al. 2012) and $\Omega _{\rm Si\,\scriptsize{IV}} = 2.1^{+1.0}_{-0.5}$ ($10^{-8} h_{70}^{-1}$) from 31 Si iv absorbers (Danforth et al. 2014). Evidently, the Si iv measurements still have some uncertainty arising from the column density distribution function.

Figure 2.

Figure 2. Redshift evolution of Si iv mass density with $\Omega _{\rm Si\,\scriptsize{IV}}$ expressed relative to closure density in units of $10^{-8} \, h_{70}^{-1}$. Our HST/COS low-redshift measurement is shown together with values from past surveys with minimum column densities $\log N_{\rm Si\,\scriptsize{IV}}$ of 12.0 (Songaila 2001, 2005), 12.0 (Scannapieco et al. 2006), 12.0 (Boksenberg & Sargent 2014), and 12.5 (Danforth et al. 2014). The Si iv abundance has increased by greater than a factor of 10 since z ≈ 5.

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3.2. Metagalactic Ionizing Background

In Section 3.3 we will analyze the ionization states of C, Si, and O probed by the observed ions. This analysis requires photoionization modeling using estimates of the metagalactic flux of ionizing photons. Through analytic formulae, we can relate the hydrogen photoionization rate ΓH for optically thin absorbers to the specific intensity Iν and its value I0 at the Lyman limit (912 Å), as well as to Φ0, the one-sided (unidirectional) flux of ionizing photons. Because there has been some debate in the modeling literature over the strength of the metagalactic ionizing radiation field, we begin with clear definitions of flux and intensity. Part of the confusion arises from geometric differences between an isotropic radiation field, appropriate for intergalactic space far from individual sources, and a unidirectional radiation field arising from a single nearby source. In models for the local-source case, all photons enter the absorber at normal incidence from one side. In the isotropic case, half of the photons are directed into the forward hemisphere, and half are directed backward. One must also account for the angular dependence of the radiation, with 〈cos θ〉 = 1/2 averaged over the forward hemisphere. Thus, for an isotropic radiation field, the unidirectional flux Φ0 = nγ(c/4), and for the local source, Φ0 = nγc, where nγ is the number density of ionizing photons. Geometric factors are less critical for optically thin absorber models, but one must be careful when using flux or intensity parameters to derive nγ, the photoionization parameter U = nγ/nH, and the ionization fractions of H, He, and heavy elements.

The ionizing radiation background remains somewhat uncertain, despite two decades of estimating its strength and spectrum (Haardt & Madau 1996, 2001, 2012; Shull et al. 1999; Faucher-Giguère et al. 2009). Figure 3 shows several estimates of the ionizing background in the extreme ultraviolet (EUV) and soft X-ray. The labels (HM01, HM05, HM12, and FG11) refer to published or unpublished tabulations based on earlier publications. The HM05 spectrum refers to the 2005 August update to the Haardt & Madau (2001) radiation field2, and the FG11 spectrum refers to the 2011 December update3 to the spectrum in Faucher-Giguère et al. (2009). The PL spectrum refers to our constructed broken power-law distribution consistent with recent HST/COS composite spectrum (Shull et al. 2012) in the EUV (500–912 Å) and connected to soft X-ray observations in the Lockman Hole (Hasinger 1994). The hard X-ray background (Churazov et al. 2007) from 10–100 keV has been included in some backgrounds (HM01, HM05, and HM12); these energetic photons have little effect on the ionization state of H, He, and heavy elements.

Figure 3.

Figure 3. Several ionizing continua at z = 0 are explored in our analysis of ionization corrections. These spectral energy distributions (SEDs) plot the monochromatic flux, νFν ≡ 4π(νIν) from HM12 (Haardt & Madau 2012), HM05 (unpublished 2005 tabulation from Haardt & Madau 2001), and FG11 (revised tabulation from Faucher-Giguère et al. 2009). The PL is a broken power-law SED that connects the Fν∝ν−1.41 AGN composite EUV spectrum (Shull et al. 2012) to the soft X-ray (1 keV) spectrum of AGN in the Lockman Hole (Hasinger 1994). These SEDs are flux-normalized to common values Φ0 = 1.0 × 104 photons cm−2 s−1, the unidirectional, normally incident photon flux (see Appendix B).

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The hydrogen-ionizing background Φ0 and photoionization rate ΓH of HM12 have been questioned (Kollmeier et al. 2014) as inconsistent with the column density distribution of low-redshift Lyα (H i) absorbers (Danforth et al. 2014). The numerical simulations in the Kollmeier et al. (2014) analysis were based on the HM12 background, which was deemed too low by a factor of five. However, they noted better agreement when the HM01 background was used. A similar comparison (Egan et al. 2014) also obtained agreement with the Lyα distribution, based on the HM01 ionizing background used in our group's grid-code (Enzo) simulations (Smith et al. 2011). The primary difference between HM01 and HM12 radiation fields comes from different assumptions about the escape fraction (fesc) of Lyman continuum (LyC) radiation from galaxies (Shull et al. 1999). In the HM12 formulation, the ionizing background is dominated by AGN, the escape fraction is parameterized as fesc(z) ≈ (1.8 × 10−4)(1 + z)3.4, and galaxies make almost no contribution to the photoionization rate at z < 2. Such low values of fesc are probably unrealistic, because the usual observational constraints (direct LyC detection, diffuse Hα emission, and metal-ion ratios) depend on small-number statistics and geometric uncertainties. If the LyC photons escape through vertical cones above star-forming regions in galactic disks (Dove & Shull 1994), the observational constraints require large samples to deal with inclination bias. High-redshift surveys (Shapley et al. 2006) find either large transmitted LyC fluxes or none at all. As a consequence, if fesc were only 5%, one would need to survey well over 20 galaxies to obtain a statistically accurate escape fraction.

Systematic uncertainties also affect indirect limits on the metagalactic background from diffuse Hα emission (Stocke et al. 1991; Donahue et al. 1995; Vogel et al. 1995; Weymann et al. 2001). Translating Hα surface brightnesses into limits on Φ0 or ΓH requires assumptions about emitting geometries and radiative transfer of LyC. Adams et al. (2011) used integral-field spectroscopy to set deep limits on Hα emission from the outskirts of two low-surface-brightness, edge-on Sd galaxies, UGC 7321 and UGC 1281. They constrained the H i photoionization rate to be ΓH < 2.3 × 10−14 s−1 (UGC 7321) and ΓH < 14 × 10−14 s−1 (UGC 1281). The UGC 7321 limit comes from a (5σ) absence of Hα, and it lies well below previous observational limits and theoretical predictions. However, we are reluctant to adopt such a low value of ΓH or Φ0 from a single object4. Their method of inferring the metagalactic flux Φ0 and ionization rate ΓH relies on a large and uncertain geometric correction for the gas cloud aspect ratio, Atot/Aproj, of total exposed area to projected area. As noted by Stocke et al. (1991), this ratio is 4 for a sphere and π for a cylinder viewed transversely. The value $\langle A_{\rm tot} / A_{\rm proj} \rangle = 24.8^{+3.4}_{-1.5}$ adopted by Adams et al. (2011) is based on the projection of a homogeneous thin disk viewed nearly edge-on, whereas the Hα emission likely arises in smaller clumps of gas, whose geometries are probably closer to spheres or cylinders. With the inferred ionizing flux scaling as Φ0∝(Atot/Aproj)−1, their lower limit arises from a six to eight times larger aspect ratio compared to values for spherical or cylindrical clouds.

In view of the extensive experimental and theoretical literature on metagalactic fluxes, hydrogen ionization rates, and IGM ionization conditions, the limits on low-redshift ionizing radiation remain uncertain. In Section 3.3, we use ratios of adjacent ion stages (C iii/C iv and Si iii/Si iv) from IGM absorption-line spectroscopy to constrain ionizing flux Φ0 ≈ 104 cm−2 s−1. A similar technique (Tumlinson et al. 1999), based on the ions Fe i/Fe ii and Mg i/Mg ii in the low-redshift absorption system around NGC 3067 probed by the background QSO 3C 232, gave a lower limit of Φ0 > 2600 cm−2 s−1. Our models in Section 3.3 are scaled to Φ0 ≈ 104 cm−2 s−1, ΓH ≈ (8 ± 2) × 10−14 s−1, and I0 ≈ (3 ± 1) × 10−23erg cm−2 s−1 Hz−1 sr−1. These parameters are in reasonable agreement with past calculations, observational estimates (other than the single galaxy probed by Adams et al. 2011), and our low-redshift absorber data on C iii, C iv, Si iii, and Si iv. We now explore this issue quantitatively.

For an isotropic radiation field of specific intensity Iν, the normally incident photon flux per frequency is (πIν/hν) into an angle-averaged, forward directed effective solid angle of π steradians. The isotropic photon flux striking an atom or ion is 4π(Iν/hν). The hydrogen photoionization rate follows by integrating this photon flux times the photoionization cross section over the frequency from the threshold (ν0) to .

Equation (2)

Here, we define the dimensionless variable x = ν/ν0 and approximate the frequency dependence of specific intensity and photoionization cross section by power laws, Iν = I0(ν/ν0)−α and σν = σ0(ν/ν0)−β, where σ0 = 6.30 × 10−18 cm2 and β ≈ 3. The integrated unidirectional flux of ionizing photons is

Equation (3)

which can be related to the density of hydrogen-ionizing photons by Φ0 = nγ(c/4). We note that this definition differs by a factor of one-fourth from that given in Cloudy, which adopts the convention that Φ0 = nγc, appropriate for all photons arriving at normal incidence from one direction. We then use I0 = (hα/π)Φ0 to relate ΓH to the flux and spectrum parameters:

Equation (4)

Equation (5)

We will see that Φ4 ≈ 1 and I−23 ≈ 3 give reasonable fits to the ionization ratios, where we scale the incident flux of ionizing photons and specific intensity to characteristic values, Φ0 = (104 cm−2 s−14 and I0 = (10−23 erg cm−2 s−1 Hz−1 sr−1)I−23 at the hydrogen Lyman limit (hν0 = 13.60 eV). We adopt β ≈ 3 for hydrogen and an AGN composite spectrum (Shull et al. 2012) with mean spectral index α ≈ 1.41 between 1.0–1.5 ryd. For these parameters, we can write the photoionization parameter U = nγ/nH as

Equation (6)

where the absorber hydrogen density is nH = (1.90 × 10−7 cm−3b at z = 0 with baryon overdensity scaled to Δb ≡ 100Δ100. Because U∝Φ0b, one can rescale the baryon density to lower values of ionizing flux, if so desired.

Recent calculations of the metagalactic ionizing background (Haardt & Madau 2012) yield a hydrogen photoionization rate, which can be fitted to ΓH = (2.28 × 10−14 s−1)(1 + z)4.4 over the range 0 ⩽ z ⩽ 0.7. This HM12 ionization rate at z = 0 would correspond to Φ0 = [ΓH(α + β)/4σ0 α] ≈ 2630 cm−2 s−1 and I−23 ≈ 0.823 for the radio-quiet AGN spectral index (α = 1.57) assumed by HM12. These fluxes are lower by a factor of three compared to the z = 0 metagalactic radiation fields from AGN and galaxies calculated by Shull et al. (1999), $I_{\rm AGN} = 1.3^{+0.8}_{-0.5} \times 10^{-23}$ and $I_{\rm Gal} = 1.1^{+1.5}_{-0.7} \times 10^{-23}$, respectively. Adding these two values with propagated errors gives a total intensity and hydrogen ionization rate of $I_{\rm tot} = 2.4^{+1.7}_{-0.9} \times 10^{-23} \; {\rm erg \,cm}^{-2} \,{\rm s}^{-1} \,{\rm Hz}^{-1} \,{\rm sr}^{-1}$ and $\Gamma _{\rm H} = 6.0^{+4.2}_{-2.1} \times 10^{-14} \; {\rm s}^{-1}$. These backgrounds are consistent with those that we estimate below from the C and Si ionization states. The difference between these radiation fields appears to be the small contribution of galaxies assumed in the HM12 background compared to that of Shull et al. (1999), HM01, and HM05. For these reasons, as well as the issues raised by Kollmeier et al. (2014), we normalize our modeled spectral energy distributions (SEDs) to unidirectional, normally incident fluxes Φ0 = 104 cm−2 s−1, corresponding to specific intensity I0 ≈ 3 × 10−23 erg cm−2 s−1 Hz−1 sr−1 and hydrogen photoionization rate ΓH ≈ 8 × 10−14 s−1.

3.3. Metal Densities at Low Redshift

The IGM metal density traced by these six ion species can be estimated by correcting for unseen ionization states and scaling to total metal abundances. For the latter, we initially adopted solar abundances to compute the fractional contributions of C, Si, or O to the total metal abundances by mass. However, after comparing the C and Si abundances, we prefer an abundance pattern in which alpha-process elements (e.g., Si and O) are enhanced relative to C owing to early nucleosynthesis sources by massive stars. In high-redshift spectra, observers usually measure C iv and Si iv, and sometimes C ii and Si ii, but they often lack the important intermediate ion states C iii and Si iii, whose absorption lines at 977.0 Å and 1206.5 Å can be confused by the Lyα forest. Here, in our low-z survey, we measure C iii and C iv as well as Si iii and Si iv. We use the mean (statistical) values of the ratios of adjacent ion states, C iii/C iv and Si iii/Si iv, to constrain the IGM density and the strength and shape of the ionizing radiation background. We then use the ionization corrections for C and Si to estimate consistent individual metallicities. By comparing these metallicities to their expected abundance ratios, we derive additional constraints on Si/C abundance enhancement, radiation field, and IGM density.

The mean observed ionization fractions of the ensemble of metal-line absorbers are

Equation (7)

We will show that, for a range of ionizing background shapes, these ratios are consistent with the photoionization parameter log U ≈ −1.5 ± 0.4. As noted earlier, U = nγ/nH expresses the density ratio of ionizing photons to hydrogen, where nH = (1.90 × 10−7 cm−3b(1 + z)3, with baryon overdensity Δb. Because the absorption lines of C iii λ977 and C iv λ1548 redshift in and out of the COS G130M and G160M bands at z ≈ 0.16, our COS survey does not observe C iii and C iv in the same absorbers. Thus, there may be some concern that these ions are experiencing different radiation fields, in which the ionization parameter U(z)∝(1 + z)1.4 for an ionization rate ΓH∝(1 + z)4.4 and hydrogen density nH∝(1 + z)3. In the COS sample (Danforth et al. 2014) the mean redshifts of the carbon absorbers are $\langle z_{{\rm C\,\scriptsize{III}}} \rangle = 0.35$ and $\langle z_{\rm C\,\scriptsize{IV}} \rangle = 0.06$, so we might expect a 0.15 dex offset in U between those absorbers. However, we have also examined low-redshift data from our FUSE and STIS survey (Tilton et al. 2012), in which both ions are seen in the same absorbers. In those 28 absorbers, with $\langle z_{{\rm C\,\scriptsize{III}}} \rangle = 0.15$ and $\langle z_{\rm C\,\scriptsize{IV}} \rangle = 0.056$, the C iii/C iv ratios are essentially the same as in the COS data. Therefore, we choose to make no correction for possible small offsets in the radiation field.

We explore the ionizing spectra and their effects on the observed ion densities through a series of photoionization calculations with version 13.03 of Cloudy, last described by Ferland et al. (2013). All spectra were flux-normalized to Φ0 = 104 cm−2 s−1. The hydrogen density was related to the baryon overdensity Δb, and the metallicity in the simulations was taken as 0.1 solar, consistent with inferences for the mean in the low-z IGM (Shull et al. 2012). The input spectra consisted of a variety of SEDs of ionizing photons, reflecting the uncertain intensities in the EUV and soft X-ray (Shull et al. 2012; Haardt & Madau 2012; Faucher-Giguère et al. 2009). We constrain the SED from the observed abundance ratios of adjacent ionization states, C iii/C iv and Si iii/Si iv, and then estimate the total mass densities of C and Si,

Equation (8)

Equation (9)

The second parenthetical terms in these relations are the ionization correction factors, abbreviated CFC and CFSi, which quantify the amount of C and Si in higher ion states. As discussed more fully in Appendix B, ionizing EUV photons can produce helium-like carbon (C v) by ionizing C iv at energies E ⩾ 64.49 eV. The EUV photons also make Si v, Si vi, and Si vii with production threshold energies 33.49 eV (from Si iii), 45.14 eV (from Si iv), and 166.77 eV (from Si v), respectively. These ions can also be produced by inner-shell ionization by soft X-rays (E ⩾ 1.9 keV) followed by Auger electron emission, which boosts the ionization by two or more stages. Further discussion and analytic estimates of the abundances of higher ion states of C and Si are provided in Appendix B.

Figure 4 shows the ratios, C iii/C iv and Si iii/Si iv, as functions of Δb, and Figure 5 shows the ionization correction factors CFC and CFSi versus Δb for various SEDs. Our Cloudy photoionization models of the observed C and Si ion ratios, together with their uncertainties, suggest that Δb ≈ 70–230 for the HM12 and PL spectral distributions. The agreement is not as good with the FG11 and HM05 background, with HM12 and PL models providing better agreement. The correction factors corresponding to the two observed stages of C and Si are ${\rm CF}_{\rm C} = \Omega _{\rm C} / \left[ \Omega _{{\rm C\,\scriptsize{III}}} + \Omega _{\rm C\,\scriptsize{IV}} \right] = 2.0^{+1.0}_{-0.5}$ and ${\rm CF}_{\rm Si} = \Omega _{\rm Si} / \left[ \Omega _{\rm Si\,\scriptsize{III}} + \Omega _{\rm Si\,\scriptsize{IV}} \right] = 6^{+4}_{-3}$.

Figure 4.

Figure 4. Mean ion abundance ratios, C iii/C iv (top) and Si iii/Si iv (bottom), for five ionizing SEDs, labeled in the box. Baryon overdensity Ωb is scaled to an ionizing photon flux Φ0 = 104 cm−2 s−1 for all SEDs. The top two curves (HM05; Faucher-Giguère et al. 2009) yield somewhat higher ratios than observed (yellow bands), whereas the three lower curves (Haardt & Madau et al. 2012 and broken power-law PL) give ratios consistent with our low-redshift COS observations, $\Omega _{{\rm C\,\scriptsize{III}}} / \Omega _{\rm C\,\scriptsize{IV}} = 0.70^{+0.43}_{-0.20}$ and $\Omega _{\rm Si\,\scriptsize{III}} / \Omega _{\rm Si\,\scriptsize{IV}} = 0.67^{+0.35}_{-0.19}$.

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Figure 5.

Figure 5. Ionization correction factors for total carbon and silicon relative to the two observed ion states, (C iii + C iv) and (Si iii + Si iv), vs. baryon overdensity Δb. Curves correspond to ionizing continua labeled in boxes and plotted in Figure 3. Vertical (blue) band shows the range of Δb = 200 ± 50 that provides consistent ionization corrections and metallicities for Si and C with enhanced Si/C. All SEDs are scaled to ionizing photon fluxes Φ0 = 104 cm−2 s−1. See further discussion in Section 3.2.

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An additional constraint comes from the C and Si metallicities inferred from our ionization corrections, which must be consistent with their relative abundances by mass. For solar abundances, the Si/C ratio is ρSiC = 0.238 by mass, but our survey suggests that Si must be enhanced by a factor of three (Figure 6), probably owing to "alpha-process" nucleosynthesis. Using the observed mass densities in Table 2, $(\Omega _{{\rm C\,\scriptsize{III}}} + \Omega _{\rm C\,\scriptsize{IV}}) = 17.2^{+5.9}_{-2.7}$ $(10^{-8} h_{70}^{-1})$ and $(\Omega _{\rm Si\,\scriptsize{III}} + \Omega _{\rm Si\,\scriptsize{IV}}) = 3.5^{+1.0}_{-0.5}$ $(10^{-8} h_{70}^{-1})$, we can relate the Si/C abundance ratio to the ion correction factors:

Equation (10)

From the constraints in Figures 46, we find that Δb ≈ 200  ±  50 for ionizing flux Φ0 = 104 cm−2 s−1. If one were to lower the ionizing background flux to Φ0 = (3000–5000) cm−2 s−1, our ionization models for the C and Si ion ratios would require rescaling the baryon overdensity to Δb = 50–100 to keep U constant. As can be seen in Figures 4 and 5, the ionization correction factors become unrealistically large, particularly for the silicon ions, ${\rm Si_{\rm tot}} / ({\rm Si\,\scriptsize{III}} + {\rm Si\,\scriptsize{IV}})$. Thus, the observed metal-line systems probably reside in higher-density regions than the Lyα-forest systems at lower column densities. The observed ionization ratios of C iii/C iv and Si iii/Si iv provide additional evidence for a higher metagalactic radiation field, Φ0 ≈ 104 cm−2 s−1 and ionization rate ΓH ≈ 8 × 10−14 s−1. These values, while still uncertain, are consistent with theoretical calculations (Haardt & Madau 2001; Shull et al. 1999) and inferences from the Lyα column-density distribution (Kollmeier et al. 2014; Egan et al. 2014).

Figure 6.

Figure 6. Ratio of the Si and C ionization correction factors, CFSi/CFC, plotted vs. baryon overdensity Δb for several SEDs labeled in the box, all scaled to an ionizing photon flux Φ0 = 104 cm−2 s−1. Self-consistency requires that the inferred metallicities agree with the Si/C mass-density ratio, which is 0.238 for solar abundances or 3 × higher for alpha-enhanced Si/C. This condition requires a ratio, ${\rm CF}_{\rm Si} / {\rm CF}_{\rm C} = (1.17^{+0.52}_{-0.25}) \left[ (\rho _{\rm Si} / \rho _{\rm C}) / 0.238 \right]$, shown for Si/C in solar ratio (bottom band in yellow) and enhanced by a factor of three (top band in blue).

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Thus, the enhanced Si/C abundances are consistent with the PL, FG11, and HM05 radiation fields, but not with HM12. However, the constraints are not always in full agreement. Our choice of Δb is guided primarily by the need for sensible (finite and consistent) ionization correction factors for C and Si (Figures 5 and 6). Our inference of enhanced Si/C and softer radiation fields was also based on these consistency arguments. High radiation fields in the EUV and soft X-ray produce far too many high ions (C v, Si v, Si vi, and Si vii) to be consistent with the expected metallicities. Because the high ionization states of Si are sensitive to hard EUV and soft X-ray photons, the Si ionization correction curves in Figure 5 are too high for the HM12 radiation field, which has elevated fluxes between 3 and 300 Å. The bottom panel of Figure 5 shows that CFSi > 10 for Δb ⩽ 300, inconsistent with the values of CFC unless the Si/C abundance is enhanced above solar ratios. Figure 4 shows that the adjacent ion ratios for C iii/C iv and Si iii/Si iv are somewhat inconsistent with the softer radiation backgrounds (FG11 and HM05), preferring the HM12 and PL distributions. Clearly, there is a need for additional work to infer the uncertain metagalactic background between 2 and 20 ryd, particularly between the He ii edge (54.4 eV) and the soft X-ray band (0.3–3 keV) responsible for inner-shell ionization of many metal ions.

The total metal abundance, ΩZ, can be estimated by dividing ΩC, ΩSi, and ΩO by the individual mass fractions of these elements relative to all heavy elements. From the recent solar abundance calculations of Caffau et al. (2011), the relevant fractions are 18.2% (C), 4.34% (Si), and 44.0% (O). Using our corrections for ionization state and metal fractions of C and Si, we find mean mass densities of ΩC = 3.4 × 10−7 and ΩSi = 2.1 × 10−7. If we divide these parameters by the solar mass fractions of C (18.2%) and Si (4.34%), the photoionized Lyα-forest absorbers at low redshift traced by C iii, C iv, Si iii, and Si iv would correspond to total metal mass densities ΩZ = 1.9 × 10−6 from carbon or ΩZ = 4.8 × 10−6 from silicon. To make these two metallicity estimates consistent, we require Si/C to be enhanced by a factor of three relative to solar abundances. Such enhancements of alpha-process elements, [O/Fe] ≈+0.5, have also been seen in metal-poor halo stars (Akerman et al. 2004) and in low-metallicity DLAs (Pettini et al. 2008). For example, in a survey of 20 metal-poor DLAs, Cooke et al. (2011) found a mean value [O/Fe] = +0.39 ± 0.12.

We then recalculate the metal fractions, enhancing the abundances by a factor of three for all alpha-process elements: even-Z nuclei from atomic number Z = 8 to 20 (O through Ca). The mass fractions become 7.95% (C), 5.70% (Si), and 58.0% (O), and the inferred metal abundances are ΩZ = 4.3 × 10−6 from carbon and ΩZ = 3.7 × 10−6 from silicon. With the Si/C enhancement, we infer a consistent value ΩZ = (4.0 ± 0.5) × 10−6 in the photoionized gas, or a mass density (5.4 ± 0.7) × 105M Mpc−3. We can perform a similar estimate of metal abundance from O vi, the single observed ion stage of oxygen. Numerous observations and models suggest that O vi can be formed from both photoionization and collisional ionization. As shown in Figure 7, the fraction of O vi from photoionization is expected to be small in the photoionized absorbers at Δb = 200 ± 50. In the hot gas, reflecting the fragility of its Li-like ionization state, the maximum O vi abundance fraction in collisional ionization equilibrium is $f_{\rm O\,\scriptsize{VI}} \approx 0.2$. Cosmological N-body hydrodynamic simulations (Smith et al. 2011; Shull et al. 2012) of the low-redshift IGM, accounting for both photoionization and collisional ionization, show that O vi exists in multiphase gas, with inhomogeneous distributions of metallicity (Z/Z) and ionization fraction $f_{\rm O\,\scriptsize{VI}}$. In these calculations, the IGM-averaged product is $\langle (Z/Z_{\odot }) f_{\rm O\,\scriptsize{VI}} \rangle = 0.01$, a factor of two lower than the frequently assumed values of Z/Z = 0.1 and $f_{\rm O\,\scriptsize{VI}} = 0.2$. Here, we assume an ionization fraction $f_{\rm O\,\scriptsize{VI}} = \Omega _{\rm O\,\scriptsize{VI}} / \Omega _{\rm O} = 0.1$ and an oxygen-to-metals fraction ΩOZ = 0.58, appropriate for all alpha-process elements enhanced by a factor of three. The observed value in Table 2, $\Omega _{\rm O\,\scriptsize{VI}} = 38.6^{+4.8}_{-3.2}$ ($10^{-8} h_{70}^{-1}$) corresponds to ΩO = (3.9 ± 0.5) × 10−6 and total metal abundance ΩZ = (6.7 ± 0.8) × 10−6. The metal density in the O vi-traced gas is ρZ = (9.1 ± 0.6) × 105M Mpc−3.

Figure 7.

Figure 7. Ionization fraction of O vi vs. baryon overdensity Δb for several metagalactic radiation fields. All SEDs are scaled to an ionizing photon flux Φ0 = 104 cm−2 s−1. The top two curves show the fraction for the full HM12 (Haardt & Madau 2012) background, and for that found when removing photons above the carbon K-edge (E ⩾ 290 eV). The three lower curves assume other backgrounds: PL (broken power law), HM05 (Haardt & Madau 2001), and FG11 (Faucher-Giguère et al. 2009). In the latter three cases, the photoionized O vi fraction is small at Δb ≈ 200 ± 50.

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For the total IGM metal density, we combine the values for photoionized gas (traced by the C and Si ions) with the hot gas (traced by O vi). The total metal density in both phases of the low-z IGM is ρZ = (1.4 ± 0.9) × 106M Mpc−3 or ΩZ ≈ 10−5. As we discuss in the next section, this corresponds to ∼10% of the expected heavy elements produced by cosmic star formation, integrated from z ≈ 8 down to z = 0. The resulting metal density, (1.5 ± 0.8) × 107M Mpc−3, is estimated from the integrated SFR density, ρ* = (6 ± 2) × 108M Mpc−3, assuming a mean metal yield ym = 0.025 ± 0.010.

3.4. Metal-Production History

We now estimate the global metal-production, based on cosmological parameters and observations of the cosmic SFR history. Several groups have integrated the metal-production density. Pettini (1999) suggested that ρZ ≈ 4.5 × 106M Mpc−3 of metals were produced by z = 2.5, with a metal-production yield ym = 1/42 from star formation between 11–13 Gyr. In a follow-up analysis, Pettini (2006) revised this to 3.4 × 106M Mpc−3 now assuming ym = 1/64. Bouché et al. (2007) integrated the parameterized SFR history from Cole et al. (2001) with ym = 1/42 to find 4 × 106M Mpc−3 down to z = 2 and 2.13 × 107M Mpc−3 down to z = 0.

In our current low-redshift IGM survey, we are interested in the star formation and metal production down to z = 0. We adopt somewhat larger error bars on ρ* and ρZ that reflect systematic uncertainties in measuring the SFR history and computing the metal yield. These include a large (typically factor of five) dust correction to the SFR history applied between 1 < z < 4 (Bouwens et al. 2011). Translating galactic luminosity density into mass density also requires assumptions about the stellar IMF, including its mass range, slope, and low-mass turnover. Similar assumptions affect the metal yield (Madau & Dickinson 2014), which can range from ym = 0.016 to 0.032 for a Salpeter or Chabrier IMF counting the metals produced by massive stars between 10 and 40 M. Metal contributions from higher-mass stars are cut off by core collapse into black holes. The range increases to ym = 0.023–0.048 if the black hole cutoff is raised to 60 M. Studies of the dependence of metal production on cutoff (Brown & Woosley 2013) suggest a range 25 M < MBH < 60 M. Some of the uncertainty in metal production is offset with the conversion from UV light to mass because the same massive stars produce both UV photons and metals (Madau & Shull 1996).

Adding appropriate uncertainties in the SFR measurements and dust corrections, we adopt an integrated stellar mass density ρ* ≈ (6 ± 2) × 108M Mpc−3. In their review, Madau & Dickinson (2014) quote ρ* = 5.8 × 108M Mpc−3 from their model SFR history, in good agreement with the value (6.0 ± 1.0) × 108M Mpc−3 found by Gallazzi et al. (2008). As a final check, we integrated the SFR history (Bouwens et al. 2011) from z = 8 to the present. Over the past 10 Gyr, the SFR density, expressed in units M yr−1Mpc−3, falls dramatically, from $\dot{\rho }_* \approx 0.1$ at t = 10 Gyr (z = 1.76) to $\dot{\rho }_* \approx 0.01$ (z ≈ 0). The SFR density is well-fitted in look-back time (t) over the range 0 < t < 10 Gyr by $\log \dot{\rho }_* = -2.0 + (t / 10 \, {\rm Gyr})$, equivalent to the exponential form:

Equation (11)

Integrated back to 10 Gyr (0 < z < 1.76), this gives a total density of star formation, ρ* = (0.01)(1010yr)(9/2.3026) = 3.9 × 108M Mpc−3. From t = 10–11 Gyr (1.76 < z < 2.4) the SFR density is near its peak value (0.1 M yr−1Mpc−3) and contributes ∼1 × 108M Mpc−3. The declining star formation from z = 2.4 to z ≈ 8 (Bouwens et al. 2011) adds a similar metal density, for an integrated total of 6 × 108M Mpc−3.

Taking into account uncertainties in IMF and metal production, we adopt a metal yield ym = 0.025 ± 0.010 and predict an integrated metal density ρZ = (1.5 ± 0.8) × 107M Mpc−3. This corresponds to a fractional metal density ΩZ = (1.1 ± 0.7) × 10−4 with combined uncertainties in integrated SFR and metal yield. Some of these metals stay locked into stellar remnants, others remain within the galactic interstellar medium, and some are blown into the CGM and IGM. Estimates of the metal fractions in these components range from 60%–70% (Bouché et al. 2007; Peeples et al. 2014). For the CGM and IGM surveys, the primary issues are (1) How many metals were expelled by galactic winds? (2) In what thermal phase and ionization state do they reside? (3) How many metals are undetected owing to their existence in higher ionization states?

A considerable mass of metals resides in the halos of galaxies, in the CGM, and probably in gas expelled to the IGM. We estimate the galactic-halo contribution from the luminosity function of the Millennium Survey (Driver et al. 2005) with their Schechter-function parameters (ϕ* = 0.0177h3Mpc−3, α = −1.13). We compute a galactic space density $3.8\times 10^{-3} \, h_{70}^3\, {\rm Mpc}^{-3}$, converting from h to h70 and integrating between 0.5 and 1.5L* (effective bandwidth of 0.63L*). We multiply by an estimated fraction, fSF ≈ 0.3, of active star-forming galaxies and the mean mass of metals per halo, 2.65 × 107M, found in O vi absorbers from the COS–Halos study (Tumlinson et al. 2011, 2013) and scaled to total metals using the likely range of oxygen mass fractions (50 ± 10%). We obtain a metal density ρZ ≈ 3 × 104M Mpc−3 corresponding to ΩZ ≈ 2 × 10−7. This is only a small fraction of the cosmic metal production, but there are large uncertainties in these estimates. The star-forming fraction fSF depends on which stellar mass M* one chooses (Ilbert et al. 2013; Baldry et al. 2012), whereas the integrated SFR, with its dust correction, is probably uncertain by a factor of two (Karim et al. 2011; Madau & Dickinson 2014).

Our best estimate is that the low-z IGM contains 10% ± 5% of the cosmic metals, which agrees with estimates for the metal abundance in various thermal phases of the IGM. For example, we can combine the mean IGM metallicity, ZIGM, to the solar metallicity, Z ≈ 0.0153, by mass (Caffau et al. 2011) with the cosmological baryon density, Ωb ≈ 0.0461, measured by microwave background experiments (Hinshaw et al. 2013). Our recent baryon census (Shull et al. 2012) found that the low-z Lyα forest contains 28 ± 11% of the baryons, with the shock-heated WHIM traced by O vi and broad Lyα absorbers containing 25% ± 8%. The expected metal densities in the Lyα forest and O vi-traced WHIM would then be

Equation (12)

In our survey, the observed ion states (C iii, C iv, Si iii, and Si iv) with ionization corrections suggested that 4% of the cosmic metals reside in the photoionized IGM, with an additional 6% in hotter gas traced by O vi. The inferred metal densities were (5.4 ± 0.7) × 105M Mpc−3 or ΩZ = (4 ± 0.5) × 10−6 for the Lyα absorbers and (9.1 ± 0.6) × 105M Mpc−3 or ΩZ = (6.7 ± 0.5) × 10−6 for the O vi-traced WHIM. These densities correspond to mean metallicities of 2% solar (Lyα forest) and 4% solar (WHIM), both with substantial uncertainty from the ionization corrections. One expects large variations in the IGM metallicity owing to incomplete metal transport and mixing.

Finally, it is appropriate to ask whether the ions in this survey can be described, in either photoionization or collisional ionization equilibrium, with the alpha-enhanced abundance pattern as discussed above. Most observations and cosmological simulations suggest that the low-z IGM absorbers are multiphase gas, with contributions from photoionization at T ≈ 104 K (for H i, C iii, C iv, Si iii, and Si iv) and hotter, shock-heated gas at T ≈ 105.5 ± 0.5 K containing much of the O vi. The oxygen ionization correction is less certain than those of C and Si; some of the O vi may be photoionized and double-counted in the Lyα forest traced by C and Si ions. Below, we compare ratios of the observed ion states for the elements (O/C), (O/Si), (C/Si), (N/C), and (N/O) to their values assuming relative solar abundances:

Equation (13)

For reference, the solar mass-abundance ratios can be derived from the abundances by number (Caffau et al. 2011): ρOC = (16/12)(nO/nC) = 2.43, ρOSi = (16/28)(nO/nSi) = 8.65, ρCSi = (12/28)(nC/nSi) = 4.18, ρNC = (14/12)(nN/nC) = 0.25, and ρNO = (14/16)(nN/nO) = 0.12. From photoionization modeling of the C and Si ions5 we only obtain a consistent metallicity if Si/C is enhanced by a factor of three over solar values. The (O/C) and (C/Si) ratios are comparable to the solar abundances (Asplund et al. 2009; Caffau et al. 2011), whereas the (O/Si) ratio is somewhat larger. As often is the case, N is underabundant relative to both C and O, although with just a single measured ion state (N v and O vi) these ratios are not necessarily accurate indicators of total abundances. However, the observed mass–density ratio, $\Omega _{\rm N\,\scriptsize{V}} / \Omega _{\rm O\,\scriptsize{VI}} \approx 0.049$ may indicate that (N/O) ≈ 40% of the solar ratio. From an analysis (Pettini & Cooke 2012) of the nitrogen metallicity dependence on primary and secondary nucleosynthesis, this ratio suggests that the sources of this gas likely had metallicity well above the metal-poor floor at log (N/O) = −2.3.

4. CONCLUSIONS AND DISCUSSION

A fundamental uncertainty in any missing-metals survey is set by estimates of the total metal-production rates from the integrated SFR history and metal yields. Our UV survey finds that the low-z IGM contains 10 ± 5% of the metal density ρZ = (1.5 ± 0.8) × 107M Mpc−3 integrated to z = 0. The bulk of the metals are likely contained in stars and ISM within galaxies (Bouchè et al. 2007) and in hot gas in galactic halos and the CGM (Peeples et al. 2014). The efficiency of metal transport is still uncertain, as recently injected metals may not extend from their galactic sources, given the outflow speeds and finite lifetimes of the flows (Oppenheimer & Davé 2008). Thus, it is no surprise that only 10% of the metals have made it into the IGM, with many more located in galactic halos and the CGM (Tumlinson et al. 2013; Stocke et al. 2013).

Our HST/COS survey of QSO metal-line absorbers provides the largest current sample of metallicity in the low-redshift IGM. Of particular importance are abundances of adjacent ion stages, whose ratios C iii/C iv and Si iii/Si iv improve the ionization corrections. Because the production of high ions of C and Si have different dependences on EUV and X-ray photons, their individual ionization corrections constrain the ionizing background and baryon overdensity. We correct the measured ion densities of the adjacent ion states, $(\Omega _{{\rm C\,\scriptsize{III}}} + \Omega _{\rm C\,\scriptsize{IV}})$ and $(\Omega _{\rm Si\,\scriptsize{III}} + \Omega _{\rm Si\,\scriptsize{IV}})$, by factors $\Omega _{\rm C} / \left[ \Omega _{{\rm C\,\scriptsize{III}}} + \Omega _{\rm C\,\scriptsize{IV}} \right] = 2.0^{+1.0}_{-0.5}$ and $\Omega _{\rm Si} / \left[ \Omega _{\rm Si\,\scriptsize{III}} + \Omega _{\rm Si\,\scriptsize{IV}} \right] = 6^{+4}_{-3}$ to derive elemental mass densities ΩC = 3.4 × 10−7 and ΩSi = 2.1 × 10−7. Consistency of the C and Si metallicities requires that Si/C be enhanced by a factor of three over solar abundances. Presumably, other alpha-process elements (even-Z nuclei from O through Ca) are also enhanced. The inferred Si/C enhancement in the low-z IGM suggests that these metals were injected at the peak of star formation (z ≈ 1–3) by young stellar populations whose massive stars provided alpha-process nucleosynthesis.

The total metal abundance in the low-z, photoionized Lyα forest absorbers is ΩZ = (4.0 ± 0.5) × 10−6, consistent with the individual values ΩZ = 4.3 × 10−6 inferred from carbon and ΩZ = 3.7 × 10−6 from silicon. A similar exercise for O vi gives ΩO = 3.9 × 10−6 and ΩZ = 6.7 × 10−6. Because O vi likely traces a different thermal phase than the photoionized C and Si ions, these two densities are additive, yielding a total IGM metal density of ΩZ ≈ 10−5. This density is ∼10% of the metals produced by cosmic star formation. Additional metals reside in the halos and CGM of galaxies as probed in absorption lines of O vi (Tumlinson et al. 2013), C iv (Borthakur et al. 2013), and Ca ii (Zhu & Ménard 2013). Quantitative estimates of the total metal content in these reservoirs will require UV and X-ray absorption-line measurements that cover the range of ionization states in this multiphase gas (Stocke et al. 2013; Werk et al. 2014) located 50–300 kpc from galaxies, both within and beyond their virial radii (Shull 2014).

The primary conclusions of our low-redshift IGM metal survey are as follows.

  • 1.  
    For six metal ions in the IGM surveyed by HST/COS spectra (Danforth et al. 2014) at 〈z〉 ≈ 0.14, we find cosmic mass densities Ωion ≡ ρioncr (in units $10^{-8} \, h_{70}^{-1}$) of $\Omega _{\rm C\,\scriptsize{IV}} = 10.1^{+5.6}_{-2.4}$, $\Omega _{{\rm C\,\scriptsize{III}}} = 7.1^{+1.9}_{-1.2}$, $\Omega _{\rm O\,\scriptsize{VI}} = 38.6^{+4.8}_{-3.2}$, $\Omega _{\rm Si\,\scriptsize{IV}} = 2.1^{+1.0}_{-0.5}$, $\Omega _{\rm Si\,\scriptsize{III}} = 1.4^{+0.3}_{-0.2}$, and $\Omega _{\rm N\,\scriptsize{V}} = 1.9^{+0.6}_{-0.4}$ integrated over column-density ranges specified in Table 2.
  • 2.  
    Our survey includes key intermediate ion stages (C iii and Si iii) as well as C iv and Si iv. The mean mass–abundance ratios of the survey, C iii/C iv $\approx 0.70^{+0.43}_{-0.20}$ and Si iii/Si iv $\approx 0.67^{+0.35}_{-0.19}$, are consistent with a metagalactic ionizing background with photoionization parameter log U = −1.5 ± 0.4. A suite of photoionization models yields correction factors for higher ion stages and requires that Si/C be enhanced by a factor of three above solar abundances.
  • 3.  
    Applying photoionization corrections to (C iii + C iv) and (Si iii + Si iv), we estimate a metal density of ΩZ ≈ (4.0 ± 0.5) × 10−6 or 4% of the predicted metal production. For hot IGM traced by O vi, we find ΩZ ≈ (6.7 ± 0.8) × 10−6 or 6% of the metal production. Combining the two reservoirs, we estimate that the low-z IGM contains 10 ± 5% of the total metal production, (1.5 ± 0.8) × 107M Mpc−3, predicted from integrated star formation, (6 ± 2) × 108M Mpc−3 with yields ym ≈ 0.025 ± 0.010.
  • 4.  
    For several ionization backgrounds (at z ≈ 0), our photoionization models of the metal absorbers are consistent with a soft ionizing background above the He ii edge with ionizing intensity I0 = (3 ± 1) × 10−23 erg cm−2 s−1 Hz−1 sr−1 at the hydrogen Lyman limit. These backgrounds correspond to one-sided ionizing flux Φ0 ≈ 104 cm−2 s−1 and hydrogen ionization rate ΓH ≈ (8 ± 2) × 10−14 s−1. These values need additional observational constraints, but they are consistent with previous theoretical calculations (Haardt & Madau 2001; Shull et al. 1999) and inferences from the Lyα column-density distribution (Kollmeier et al. 2014; Egan et al. 2014).
  • 5.  
    The photoionization parameter log U = −1.5 ± 0.4 with baryon overdensities Δb ≈ 200 ± 50 and Si/C = 3 times solar abundances. This overdensity corresponds to nH ≈ 10−4.25 ± 0.10 cm−3 at 〈z〉 = 0.14, a hydrogen gas density typical of that in extended galactic-halo gas.
  • 6.  
    Given the uncertainties in integrated SFR and metal production and the demonstrated existence of reservoirs of metals (galactic stars, galactic halos, CGM, and hotter gas), there is probably no compelling reason to require a missing-metals problem. Further UV and X-ray measurements of these galactic and CGM reservoirs and their ionization conditions will be needed to quantify this metal census.

Looking toward future improvements in these metal surveys, we note the uncertainties in the metal-ion column density distributions at the high end: log N > 15.0 (C iv and O vi), log N > 13.5 (Si iii), log N > 14.0 (Si iv), and log N > 14.5 (C iii). From power-law fits to these CDDFs, we see that better characterization would be most useful for Si iv, N v, and Si iii. The Si abundances are less secure than those of C, owing to a smaller number of Si iv absorbers and consistent with the scatter in low-z measurements of $\Omega _{\rm Si\,\scriptsize{IV}}$ (Danforth & Shull 2008; Cooksey et al. 2011; Tilton et al. 2012; Danforth et al. 2014). The total redshift path lengths in the medium-resolution COS bands (G130M and G160M) from 1135–1796 Å vary considerably by ion: Δz ≈ 20 (H i), 18 (Si iii), 13 (Si iv), 17 (N v), 13 (O vi), 10 (C iii), and 8 (C iv). The lines of C iv and Si iv redshift out of the G160M band at z > 0.16 and z > 0.29, respectively. Longer-wavelength HST surveys would require considerably more observing time with less efficient gratings. Additional ionization states would also help to characterize the ionization modeling. In the UV, surveys of the lower ions (C ii and Si ii) would complement our measurements of intermediate ion states (C iii, C iv, Si iii, and Si iv). To better constrain the uncertain high-energy background radiation and inner-shell ionization, it would be helpful to observe the expected higher ion states in X-ray absorbers (C v, C vi, O vii, O viii, Si v, Si vi, and Si vii).

We thank George Becker, Alec Boksenberg, Bob Carswell, Mark Giroux, Max Pettini, and Joop Schaye for helpful discussions and comments on metal-line measurements in the IGM and ionizing backgrounds. This research was supported by the STScI COS grant (NNX08-AC14G) at the University of Colorado Boulder. J.M.S. thanks the Institute of Astronomy at Cambridge University for their stimulating scientific environment and support through the Sackler Visitor Program.

APPENDIX A: ANALYTIC ESTIMATES OF Ωion

Equation (1) gives an expression for the mass density of an ion, involving an integral over the column density distribution function (CDDF), denoted by $f(N,z) \equiv (\partial ^2 {\cal N} / \partial N \, \partial z)$. In our IGM survey (Danforth et al. 2014), we fitted the cumulative distribution of column densities (N) to a power law,

Equation (A1)

where C0 is the normalization at fiducial column density N0 = 1014 cm−2. For several ions (O vi and C iv) we fitted piecewise continuous power laws for strong and weak absorbers. We obtain the CCDF by differentiating the cumulative distribution with respect to N,

Equation (A2)

With x = N/N0 and N0 = 1014 cm−2, the fractional ion density becomes

Equation (A3)

an expression that can be evaluated for each of the segments of the CCDF fits. From this integral, we see that distributions with β < 2 are dominated by high-N absorbers (near Nmax), whereas expressions with β > 2 are dominated by low-N absorbers (near Nmin).

Equation (A4)

Equation (A5)

Equation (A6)

Table 3 gives the fitting parameters (C0, β) for the six metal ions in our survey and the resulting values of Ωion, which can be compared with the discrete numerical integrals over logarithmic bins, Δlog N = 0.2, given in Table 2.

APPENDIX B: PHOTOIONIZATION RATES AND IONIZING FLUXES

In this Appendix we discuss analytic approximation to the equilibrium ionization ratios of high ions of C and Si. In the approximation that each ionization stage of an element is coupled only to those immediately above and below, the ionization fractions, fi, can be derived by solving pairwise along the "rungs of the ladder." Consider two adjacent ion stages, Si iv and Si v, in photoionization equilibrium with the abundance ratio $n_{\rm Si\,\scriptsize{V}} / n_{\rm Si\,\scriptsize{IV}} \approx (\Gamma _{\rm Si\,\scriptsize{IV}} / n_e \alpha _{\rm Si\,\scriptsize{IV}})$. Here, $\Gamma _{\rm Si\,\scriptsize{IV}}$ (s−1) is the photoionization rate of Si iv  and $\alpha _{\rm Si\,\scriptsize{IV}}$ (cm3 s−1) is the recombination rate coefficient from Si v to Si iv. For an isotropic radiation field with specific intensity of power-law form, Iν = Ii(ν/νT)−α, at energies hν ⩾ hνT above the ionization threshold (ET = hνT) of Si iv, and for photoionization cross sections fitted to power-law form, σν = σT(ν/νT)−β, one can derive the photoionization rate,

Equation (B1)

The photoionization cross section is scaled to a threshold value of 1 Mb (10−18cm2), where a fit to the Si iv tabulation by Verner et al. (1996) gives σT = 0.314 Mb and β ≈ 1.15 between ET and 1.4ET. The intensity at the Si iv threshold (ET = 45.14 eV) is written $I_i = J_0 \, \xi _{\rm Si\,\scriptsize{IV}}$, reduced by a factor $\xi _{\rm Si\,\scriptsize{IV}}$ from its value I0 = (10−23erg cm−2 s−1 Hz−1 sr−1)J−23 at the hydrogen Lyman limit (hν0 = 13.60 eV). For a power-law radiation field, $\xi _{\rm Si\,\scriptsize{IV}} = (\nu _{\rm Si\,\scriptsize{IV}} / \nu _0)^{-\alpha } \approx 0.186$ for α = 1.4, and $\Gamma _{\rm Si\,\scriptsize{IV}} = (4.35 \times 10^{-16}$ s$^{-1}) I_{-23} (\xi _{\rm Si\,\scriptsize{IV}} / 0.186)$. The recombination rate coefficient at temperature T = (104K)T4 is approximated (Shull & Van Steenberg 1982) as $\alpha _{\rm Si\,\scriptsize{IV}} \approx (5.5 \times 10^{-12}$ cm3 s$^{-1}) T_4^{-0.821}$. The electron density in the IGM absorber $n_e = 1.167 \bar{n}_H \Delta _b = (2.22 \times 10^{-7}\, {\rm cm}^{-3}) \Delta _b$ for overdensity Δb = 100Δ100 and fully ionized helium with abundance y = nHe/nH = 0.0833. Thus, for (α + β) = 2.55, we have

Equation (B2)

One can perform the same exercise for the Si v and Si vi pair, where a fit to Si v photoionization cross sections (Verner et al. 1996) gives σT = 2.61 Mb at threshold, ET = 166.77 eV, rising to 3.2–3.4 Mb between 170–200 eV and then declining from 200 to 300 eV with σν∝ν−2.1. The recombination rate coefficient $\alpha _{\rm Si\,\scriptsize{V}} = (1.2 \times 10^{-11}$ cm3 s$^{-1}) T_4^{-0.735}$, and the Si v flux-reduction factor is $\xi _{\rm Si\,\scriptsize{V}} = (166.77/13.60)^{-1.4} \approx 0.030$. We estimate that $\Gamma _{\rm Si\,\scriptsize{V}} \approx (5.6 \times 10^{-16} \,{\rm s}^{-1}) (\xi _{\rm Si\,\scriptsize{V}}/0.030)$ and

Equation (B3)

Evidently, Si v and Si vi are likely to have significant ionization fractions for Δb ⩽ 100, if the ionizing radiation field falls off as a power law, (ν/ν0)−α at hν ≫ 1 ryd above the Si iv and Si v edges. Inner-shell ionization by X-rays above the K-edges, 1910 eV, 1930 eV, and 1950 eV for Si iii, Si iv, and Si v, respectively, followed by Auger electron emission (Weisheit 1974; Donahue & Shull 1991), will enhance the Si v and Si vi abundances. Following K-shell ionization, Si iii will jump to Si vi or Si vii with two or three Auger electrons released depending on whether the inner-shell (1s) vacancy is filled by a 2s or 2p electron. The difference arises because of valence (3s) electrons, which can be released when a 2p electron drops into a 2s vacancy. Similarly, a K-shell ionization of Si iv will release either one or two Auger electrons, producing Si vi or Si vii.

Carbon, with fewer electrons, offers a somewhat different response to K-shell ionization, with threshold energies at 296 eV, 317 eV, and 347 eV for C ii, C iii, and C iv, respectively. With three electrons, C iv (1s2 2s) will release no Auger electrons to fill the K-shell vacancy, but C iii (1s2 2s2) will release a single 2s electron through the Auger process. Thus, inner-shell ionization of C iii and C iv will both produce C v. For C iv valence-shell (2s) photoionization, σT = 0.656 Mb at ET = 64.49 eV, and β ≈ 1.7 between ET and 1.4ET from the tabulated cross sections (Verner et al. 1996). The radiative recombination rate coefficient $\alpha _{\rm C\,\scriptsize{IV}} \approx (7.5 \times 10^{-12} {\rm cm}^3 \,{\rm s}^{-1}) T_4^{-0.817}$. Thus, for a ν−1.4 (α = 1.4) radiation field, a flux-reduction factor $\xi _{\rm C\,\scriptsize{IV}} = (64.49/13.60)^{-1.4} \approx 0.113$, and (α + β) = 3.5, the photoionization rate $\Gamma _{\rm C\,\scriptsize{IV}} \approx (4.54 \times 10^{-16} \,{\rm s}^{-1}) I_{-23} \;(\xi _{\rm C\,\scriptsize{IV}} / 0.113)$, and we have

Equation (B4)

Footnotes

  • Based on observations made with the NASA/ESA Hubble Space Telescope, obtained from the data archive at the Space Telescope Science Institute. STScI is operated by the Association of Universities for Research in Astronomy, Inc., under NASA Contract NAS5-26555.

  • Unpublished version of the metagalactic Quasars+Galaxies ionizing spectra described in Haardt & Madau (2001) and provided for inclusion in Cloudy.

  • Their stringent limit comes from UGC 7321, whereas the limit toward UGC 1281 is a factor of six higher. In a subsequent AAS abstract (Uson et al. 2012) the same authors claim to have detected Hα emission toward UGC 7321, with an inferred ΓH = 3.4 × 10−14 s−1 that is larger than their 2011 upper limit.

  • Because the ionization corrections for C and Si respond in different ways to EUV and X-ray photoionization (see Appendix B), the Si/C abundance ratio inferred from just the two observed ion states, C iii and C iv  compared to Si iii and Si iv, is not an accurate measure of the total abundances.

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10.1088/0004-637X/796/1/49