Abstract

The observed extragalactic background light (EBL) is affected by light attenuation due to absorption of light by galactic and intergalactic dust in the Universe. Even galactic opacity of 10–20 per cent and minute universe intergalactic opacity of 0.01 mag h Gpc−1 at the local Universe have a significant impact on the EBL because obscuration of galaxies and density of intergalactic dust increase with redshift as (1 + z)3. Consequently, intergalactic opacity increases and the Universe becomes considerably opaque at z > 3. Adopting realistic values for galactic and intergalactic opacity, the estimates of the EBL for the expanding dusty universe are close to observations. The luminosity density evolution fits well measurements. The model reproduces a steep increase of the luminosity density at z < 2, its maximum at z = 2–3, and its decrease at higher redshifts. The increase of the luminosity density at low z is not produced by the evolution of the star formation rate but by the fact that the Universe occupied a smaller volume in previous epochs. The decline of the luminosity density at high z originates in the opacity of the Universe. The calculated bolometric EBL ranges from 100 to 200 nW m−2 sr−1 and is within the limits of 40 and 200 nW m−2 sr−1 of current EBL observations. The model predicts 98 per cent of the EBL coming from radiation of galaxies at z < 3.5. Accounting for light extinction by intergalactic dust implies that the Universe was probably more opaque than dark for z > 3.5.

1 INTRODUCTION

Dust is an important component of the interstellar medium being formed by grains with diameters typically less than 1 μm. The dust grains interact with the stellar radiation. They absorb and scatter the starlight causing wavelength-dependent light extinction and re-emit the absorbed energy at infrared (IR) and far-infrared (FIR) wavelengths (Draine 20032011). The extinction of starlight due to dust and its re-radiation has been observed and modelled by many authors (Mathis 1990; Charlot & Fall 2000; Draine 2003; Tuffs et al. 2004; Draine & Li 2007; da Cunha, Charlot & Elbaz 2008; Popescu et al. 2011). Since galaxies contain interstellar dust, they lose their transparency and the starlight of more distant background galaxies is reddened and dimmed when passing through a foreground galaxy (González et al. 1998; Alton, Bianchi & Davies 2001). The reduction of light depends on the galactic opacity, which is controlled by the type of the galaxy, its dust content, and the galaxy inclination (Goudfrooij et al. 1994; Calzetti 2001; Holwerda et al. 2005a,b, 2007; Finkelman et al. 20082010; Lisenfeld et al. 2008).

The intergalactic attenuation is much lower than the galactic attenuation and varies with distance from galaxies. High attenuation is observed, for example, in cluster centres being measured by reddening of background objects behind the clusters (Chelouche, Koester & Bowen 2007; Bovy, Hogg & Moustakas 2008; Muller et al. 2008; Ménard et al. 2010) or by evaluating an excess of high-redshift QSOs around low-redshift galaxies (Boyle, Fong & Shanks 1988; Romani & Maoz 1992). Since the intergalactic absorption of light is very weak, the intergalactic dust is colder than the interstellar dust, and the absorbed energy is re-radiated in the microwave spectrum.

The light absorption by galactic and intergalactic dust produces a wavelength-dependent galactic and universe opacity, and affects the observed spectral energy distribution (SED) as well as the total energy of the extragalactic background light (EBL). The light from distant galaxies might be obscured by foreground galaxies or reduced by intergalactic absorption. Dimming of light by intergalactic absorption is particularly significant for galaxies at high redshifts, because the optical depth of the Universe strongly increases with redshift, see Ménard et al. (2010, their fig. 9) or Imara & Loeb (2016, their fig. 1).

This paper is a follow-up to Vavryčuk (2016) where the stellar EBL is studied for the static dusty universe. Here, the luminosity density evolution and the bolometric EBL are studied for the expanding dusty universe. The EBL is calculated for a variety of possible scenarios and the EBL sensitivity is tested to several cosmological parameters. We show how the predicted luminosity density and the EBL fit observations. Finally, we discuss consequences of the universe opacity for the darkness of the early Universe.

2 THEORY

Total (bolometric) energy flux I received per unit area and time from galaxies in an expanding universe is expressed as an integral over redshift z,
(1)
where
(2)
is the dimensionless Hubble parameter, c is the speed of light, H0 is the Hubble constant, j (z) is the luminosity density, zmax is the maximum redshift considered, Ωm is the total matter density, ΩΛ is the dimensionless cosmological constant, and τ(z) is the redshift-dependent optical depth. Equation (1) is valid for a matter-dominated universe and is identical with the standard formulas (Peebles 1993, his equation 13.51; Dwek et al. 1998, their equation 9; Peacock 1999, his equations 3.85 and 3.89) except for the exponential term with optical depth τ(z) expressed as
(3)
where κ is the mean opacity of galaxies, λ(z) is the mean intergalactic attenuation along a ray path for galaxies at z, and γ(z) is the mean free path of a light ray between galaxies at z,
(4)
with a being the mean galaxy radius and n = n(z) the galaxy number density at z. The optical depth (equation 3) comprises the intergalactic light extinction along a ray and the obscuration effect when distant background galaxies are obscured by a foreground galaxy (Harrison 1990; Knutsen 1997). The obscuration is weighted by the galactic opacity κ which is 1 for a fully opaque galaxy and 0 for a fully transparent galaxy.
If we assume the luminosity of galaxies and the mass within a comoving volume constant in time, expansion of the Universe causes the luminosity density j(z) in equation (1) to depend on redshift as
(5)
where the zero subscript denotes the reference quantity related to the Universe at present. The fourth power of (1 + z) originates in the constant galaxy number density n in the comoving volume causing its apparent increase in the proper volume (the proper number density)
(6)
and additionally by an increase of the arrival rate of photons by (1 + z) due to a closer distance between emitting sources at redshift z. Equation (5) is well known from observations of the luminosity density at redshifts z < 1 (Franceschini et al. 2001; Lagache, Puget & Dole 2005; Franceschini, Rodighiero & Vaccari 2008). However, so far this equation has been interpreted as a consequence of the evolution of the star formation rate, see Section 5.2.

The difficulties with finding a proper redshift dependence of the luminosity density in the EBL formulas originated in ignoring the increase of the arrival rate of photons by (1 + z) and/or in fixing the reference luminosity density to an early epoch rather than to the present epoch of the Universe. Obviously, fixing to the early cosmic times is possible and mathematically correct (Peacock 1999, his equation 3.95) but not applicable to calculating the EBL using the luminosity density j0 measured at z = 0.

The change of the proper volume with redshift does not affect the number density n of galaxies only (see equation 6), but also the number density nD of dust grains, the mean free path γ, and the intergalactic attenuation λ in equation (3), which become the following functions of redshift
(7)
where subscript ‘0’ means the quantity at z = 0. In addition, the galactic and intergalactic opacities are frequency dependent, according to the ‘1/λ extinction law’, where λ is the wavelength of light (Mathis 1990; Calzetti, Kinney & Storchi-Bergmann 1994; Charlot & Fall 2000). Hence, equation (1) is expressed as
(8)
where the effective optical depth τ(z) reads
(9)
The term (1 + z΄)4 in equation (9) comprises an increase of the number density of galaxies and of dust grains with (1 + z΄)3 and an increase of galactic and intergalactic opacities with (1 + z΄) due to the 1/λ extinction law. Since wavelengths measured at z = 0 gradually decrease with redshift when going back in time, the opacities increase along a ray.
For transparent galaxies with zero intergalactic attenuation, equation (8) simplifies to
(10)
This integral diverges for infinite zmax for the matter-dominated as well as radiation-dominated universe which looks apparently erroneous and unphysical. The divergence is, however, correct being a consequence of the assumed model which is unphysical. The model predicts an enormously high galaxy luminosity density because of (1) the time-independent mean galaxy luminosity, (2) conservation of the galaxy number density in the comoving volume, and (3) the high concentration of galaxies within a small volume at high redshifts. The galaxy luminosity density is so high that the integrand in equation (10) does not vanish for z → ∞ and the total EBL summed over all redshifts diverges.

The divergence of equation (10) disproves the opinion that Olbers’ paradox is eliminated by considering a model of expanding universe of finite age. For example, Wesson, Valle & Stabell (1987) and Wesson (1991) argue that the finite age of the Universe implies that galaxies have not had time to populate the intergalactic space with enough photons to make it bright. The above calculations reveal that such arguments are not correct and that the finite age of the Universe is not a decisive factor. Similarly, the expansion of the Universe does not eliminate Olbers’ paradox, as supposed by some authors (Peacock 1999, p. 355). The decline of light energy due to the redshift is not enough for suppressing the enormously high light intensity received from high-redshift galaxies.

The divergence of the EBL is removed by considering the obscuration of galaxies and intergalactic attenuation of light due to the partial opacity of the Universe. Since the real values of the galactic opacity and intergalactic attenuation are non-zero, the attenuation–obscuration term in equations (8) and (9) becomes significant at high redshifts and causes the total EBL to be finite. This is clear because the density of the intergalactic matter responsible for the light absorption and the probability that foreground galaxies obscured background galaxies were much higher in the early Universe than at the present epoch (Peebles 1993, p. 322). The Universe is significantly opaque at high redshifts and thus the divergence is eliminated by light extinction. Alternatively, the divergence of the EBL is eliminated if the mean luminosity or the number density of galaxies significantly declines at high redshifts.

3 PARAMETERS FOR MODELLING

For calculating the EBL intensity and its evolution in the model of expanding dusty universe, we need observations of the mean galactic and intergalactic opacities and the luminosity density and its evolution.

3.1 Galaxy luminosity density and its evolution

The luminosity density is a rather well-constrained cosmological parameter standardly determined from the Schechter function (Schechter 1976). It has been measured by large flux-limited redshift surveys 2dFGRS (Cross et al. 2001), SDSS (Blanton et al. 20012003), or CS (Geller et al. 1997; Brown et al. 2001). The luminosity function in the R band was estimated to be (1.84 ± 0.04) × 108h L Mpc−3 for the SDSS data (Blanton et al. 2003) and (1.9 ± 0.6) × 108h L Mpc−3 for the CS data (Brown et al. 2001).

Since the SED of galaxies differs from that of stars, the luminosity density j0 for z = 0 measured at some specified frequency band must further be corrected. The SED of galaxies has remarkably higher values in the IR spectrum and this ‘energy excess’ is dependent on the galaxy type (see Fig. 1). The correction for the energy excess in the IR spectrum can be calculated from the bolometric luminosities of a galaxy and Sun LG and L, normalized to a common R-band value
(11)
where kexcess is called the excess ratio. Since the excess ratio is galaxy-type dependent (for basic galaxy templates, see Table 1), the mean excess ratio must be calculated by weighted averaging according to relative distribution of individual galaxy types in the Universe. Adopting estimates of the excess ratio from Table 1, we get the weighted mean excess ratio in the range of kexcess = 1.4–2.0 (see Table 2) and the mean bolometric luminosity density at z = 0
(12)
SEDs of four galaxy templates (blue line) of the SWIRE template library (Silva et al. 1998; Berta et al. 2003) with the SED of Sun (red line). The SEDs are normalized to have the same value at the R band.
Figure 1.

SEDs of four galaxy templates (blue line) of the SWIRE template library (Silva et al. 1998; Berta et al. 2003) with the SED of Sun (red line). The SEDs are normalized to have the same value at the R band.

Table 1.

Excess ratio for 13 SED galaxy templates of the SWIRE library. Extremely high values for star-forming galaxies are not taken into account in further calculations of the mean excess ratio, because their occurrence is statistically insignificant at z = 0.

Galaxy typeEll2Ell5Ell13S0SaSbScSdSdmSpi4N6090N6240M82
Excess ratio1.251.341.391.631.661.942.132.863.005.458.5510.4410.36
Galaxy typeEll2Ell5Ell13S0SaSbScSdSdmSpi4N6090N6240M82
Excess ratio1.251.341.391.631.661.942.132.863.005.458.5510.4410.36
Table 1.

Excess ratio for 13 SED galaxy templates of the SWIRE library. Extremely high values for star-forming galaxies are not taken into account in further calculations of the mean excess ratio, because their occurrence is statistically insignificant at z = 0.

Galaxy typeEll2Ell5Ell13S0SaSbScSdSdmSpi4N6090N6240M82
Excess ratio1.251.341.391.631.661.942.132.863.005.458.5510.4410.36
Galaxy typeEll2Ell5Ell13S0SaSbScSdSdmSpi4N6090N6240M82
Excess ratio1.251.341.391.631.661.942.132.863.005.458.5510.4410.36
Table 2.

Effective opacity of galaxies and excess ratio. w is the frequency of galaxy types in regular clusters, see Bahcall (1999, table 4), AV is the inclination-averaged visual attenuation, κV is the visual galactic opacity, and kexcess is the excess ratio defined in equation (11).

Galaxy typewAVκVkexcess
(per cent)(mag)
Elliptical350.06 ± 0.020.05 ± 0.021.3 ± 0.1
Spiral200.70 ± 0.200.48 ± 0.152.4 ± 0.7
Lenticular450.30 ± 0.100.24 ± 0.081.6 ± 0.3
Weighted average0.29 ± 0.090.22 ± 0.081.7 ± 0.3
Galaxy typewAVκVkexcess
(per cent)(mag)
Elliptical350.06 ± 0.020.05 ± 0.021.3 ± 0.1
Spiral200.70 ± 0.200.48 ± 0.152.4 ± 0.7
Lenticular450.30 ± 0.100.24 ± 0.081.6 ± 0.3
Weighted average0.29 ± 0.090.22 ± 0.081.7 ± 0.3
Table 2.

Effective opacity of galaxies and excess ratio. w is the frequency of galaxy types in regular clusters, see Bahcall (1999, table 4), AV is the inclination-averaged visual attenuation, κV is the visual galactic opacity, and kexcess is the excess ratio defined in equation (11).

Galaxy typewAVκVkexcess
(per cent)(mag)
Elliptical350.06 ± 0.020.05 ± 0.021.3 ± 0.1
Spiral200.70 ± 0.200.48 ± 0.152.4 ± 0.7
Lenticular450.30 ± 0.100.24 ± 0.081.6 ± 0.3
Weighted average0.29 ± 0.090.22 ± 0.081.7 ± 0.3
Galaxy typewAVκVkexcess
(per cent)(mag)
Elliptical350.06 ± 0.020.05 ± 0.021.3 ± 0.1
Spiral200.70 ± 0.200.48 ± 0.152.4 ± 0.7
Lenticular450.30 ± 0.100.24 ± 0.081.6 ± 0.3
Weighted average0.29 ± 0.090.22 ± 0.081.7 ± 0.3

The luminosity density is not constant but redshift dependent (Madau, Pozzetti & Dickinson 1998; Kochanek et al. 2001; Lonsdale et al. 2003). The observed luminosity density displays a strong increase with redshift, which is best described as (1 + z)4 for z less than 1 (Franceschini et al. 20012008; Hopkins 2004; Lagache et al. 2005). This is a luminosity density evolution averaged over different galaxy types. The observed sharply increasing evolution of the luminosity density with redshift means that the background was considerably more powerful in the recent past (Gilmore et al. 2012). The luminosity density culminates at redshifts about 2–3 and then monotonically decreases (Bouwens et al. 20072011). This decline is observed at all wavelengths (Somerville et al. 2012) but the most complete measurements are for the UV luminosity based on the Lyman break galaxy selections. In recent years, the UV measurements were extended for redshifts up to 10–12 (Bouwens et al. 20112015; Oesch et al. 2014).

3.2 Galactic opacity

The methods for measuring galactic opacity usually perform multi-wavelength statistical analysis of the colours and number counts of background galaxies produced by a foreground galaxy (for a review, see Calzetti 2001). The elliptical galaxies are most transparent with an effective extinction AV of 0.04–0.08 mag. The spiral and irregular galaxies are more opaque. Holwerda et al. (2005b) report that attenuation of the disc in the face-on view is formed by two components: the first one is optically thicker (AI = 0.5–4 mag) being related to the spiral arms, and the second one is constant and optically thinner related to the disc (AI = 0.5 mag). Typical values for the inclination-averaged extinction are at the B band (Calzetti 2001): 0.3–0.4 mag for the irregular galaxies, 0.5–0.75 mag for Sa-Sab galaxies, and 0.65–0.95 mag for the Sb-Scd galaxies.

Considering estimates of the distribution of specific galaxy types in the Universe and their mean visual extinctions (see Table 2), and recalculating extinctions to opacities
(13)
we can calculate the overall visual opacity of galaxies using weighted averaging
(14)
which is
(15)

3.3 Universe opacity

Ménard et al. (2010) estimated visual intergalactic attenuation to be AV = (1.3 ± 0.1) × 10−2 mag at distance from a galaxy up to 170 kpc, and AV = (1.3 ± 0.3) × 10−3 mag at distance up to 1.7 Mpc. Similar values are presented by Muller et al. (2008) and Chelouche et al. (2007) for the visual attenuation produced by intracluster dust. However, the intergalactic attenuation increases with redshift. Hence, effectively transparent universe at zero redshift becomes opaque (optically thick) at redshifts of z = 1–3 (Davies et al. 1997). The strong increase of intergalactic extinction with redshift is also reported by Ménard et al. (2010) by correlating the brightness of ∼85 000 quasars at z > 1 with the position of 24 million galaxies at z ∼ 0.3 derived from the SDSS survey. The authors obtained extinction AV of about 0.03 mag at z = 0.5 but to about 0.05–0.09 mag at z = 1.

The universe opacity has been intensively studied also in relation to the accelerated expansion of the Universe revealed by unexpected dimming of Type Ia supernovae (SNe Ia), see Riess et al. (1998) and Perlmutter et al. (1999). The key issue was to estimate a contribution of the universe opacity to SNe Ia dimming. This was done by analysing a violation of the cosmic distance duality (CDD) also known as the Etherington's reciprocity law (Etherington 1933), being valid for all non-dissipative cosmological models based on Riemannian geometry (Ellis 2007). Combining SNe Ia data with measurements of the Hubble expansion, Avgoustidis et al. (2010) confirmed the violation of the CDD and estimated the optical depth of the Universe at visible wavelengths to be 0.01 at redshifts ranging from 0.2 to 0.35. Similar values have also been obtained by other authors (Nair, Jhingan & Jain 2012; Holanda, Carvalho & Alcaniz 2013). In addition, consistent opacity was recently reported by Xie et al. (2015) who studied the luminosity and redshifts of the quasar continuum at the data sample of 90 000 objects and estimated the effective dust density nσV ∼ 0.02 h Gpc−1 at z < 1.5. Due to the increase of the dust density with redshift z, the extinction magnitude can reach a value of AV = 1 at z = 3 (Xie et al. 2015, their fig. 5). Since attenuation at IR wavelengths is much lower than in the visible spectrum, the bolometric attenuation A would be about twice lower than AV (Mathis 1990; Lim & Tan 2014).

3.4 Opacity ratio

Extinction of light of galaxies is caused (1) by the galactic opacity causing obscuration of background galaxies by partially opaque foreground galaxies, and (2) by the universe opacity produced by light absorption by intergalactic dust. These two effects are responsible for absorption of the EBL energy which is mathematically described by equation (9) for optical depth τ(z). The proportion of the EBL energy absorbed by galaxies and by intergalactic dust can be quantified by the so-called opacity ratio
(16)
which is a redshift-independent constant. If attenuation of light due to galactic and intergalactic dust follows the same extinction law, the opacity ratio becomes also frequency independent.

Considering observations of the galactic and intergalactic opacity, and the mean free path of light between galaxies, the opacity ratio is estimated to be in the range of 5–40 with an optimum value of 13 (see Table 3 and Fig. 2). This indicates that light radiated by galaxies is predominantly absorbed by intergalactic dust. Absorption of light due to galaxy obscuration is much lower.

Opacity ratio Rκ evaluating the relative impact of the intergalactic opacity and the obscuration of galaxies on the total EBL. The ratio is shown as a function of intergalactic visual attenuation AV and mean free path between galaxies γ. The galactic opacity is κV = 0.22. The open circle marks the position for the optimum value Rκ = 13.4.
Figure 2.

Opacity ratio Rκ evaluating the relative impact of the intergalactic opacity and the obscuration of galaxies on the total EBL. The ratio is shown as a function of intergalactic visual attenuation AV and mean free path between galaxies γ. The galactic opacity is κV = 0.22. The open circle marks the position for the optimum value Rκ = 13.4.

Table 3.

Opacity ratio. n is the number density of galaxies, γ is the mean free path between galaxies defined in equation (4), κV is the mean visual opacity of galaxies, AV is the visual intergalactic extinction, λV is the visual intergalactic extinction coefficient, and Rκ is the opacity ratio calculated using equation (16). The mean effective radius of galaxies a is considered to be 10 kpc in equation (4), see Vavryčuk (2016).

ValuenγκVAVλVRκ
(h3 Mpc−3)(h−1 Gpc)(mag h Gpc−1)(h Gpc−1)
Minimum Rκ0.0151300.300.0150.01386.0
Maximum Rκ0.0252100.140.0300.027641.4
Optimum Rκ0.0201600.220.0200.018413.4
ValuenγκVAVλVRκ
(h3 Mpc−3)(h−1 Gpc)(mag h Gpc−1)(h Gpc−1)
Minimum Rκ0.0151300.300.0150.01386.0
Maximum Rκ0.0252100.140.0300.027641.4
Optimum Rκ0.0201600.220.0200.018413.4
Table 3.

Opacity ratio. n is the number density of galaxies, γ is the mean free path between galaxies defined in equation (4), κV is the mean visual opacity of galaxies, AV is the visual intergalactic extinction, λV is the visual intergalactic extinction coefficient, and Rκ is the opacity ratio calculated using equation (16). The mean effective radius of galaxies a is considered to be 10 kpc in equation (4), see Vavryčuk (2016).

ValuenγκVAVλVRκ
(h3 Mpc−3)(h−1 Gpc)(mag h Gpc−1)(h Gpc−1)
Minimum Rκ0.0151300.300.0150.01386.0
Maximum Rκ0.0252100.140.0300.027641.4
Optimum Rκ0.0201600.220.0200.018413.4
ValuenγκVAVλVRκ
(h3 Mpc−3)(h−1 Gpc)(mag h Gpc−1)(h Gpc−1)
Minimum Rκ0.0151300.300.0150.01386.0
Maximum Rκ0.0252100.140.0300.027641.4
Optimum Rκ0.0201600.220.0200.018413.4

4 OBSERVATIONS OF EBL

The EBL covers the near-ultraviolet, visible, and near- and far-infrared wavelengths in the range from 0.1 to 1000 μm. The direct EBL data were provided by the COBE mission, by the ISO instruments at IR wavelengths, and by the SCUBA instrument at submillimetre wavelengths (Cooray 2016). These measurements are appended by integrating light from extragalactic source counts. The cumulative brightness of galaxies yields a lower limit since the number of unresolved sources is unknown (Madau & Pozzetti 2000; Hauser & Dwek 2001; Fazio et al. 2004; Dole et al. 2006; Thompson, Quataert & Waxman 2007). The upper limits on the EBL are obtained by analysing high-energy gamma-rays from distant blazars attenuated by pair production with the EBL photons (Kneiske et al. 2004; Dwek & Krennrich 2005; Aharonian et al. 2006; Stecker, Malkan & Scully 2006; Abdo et al. 2010; Primack et al. 2011; Gilmore et al. 2012).

The SED of the EBL has two peaks: at visible-to-near-infrared wavelengths (0.7–2 μm) corresponding to stellar light, and at FIR wavelengths (100–200 μm) corresponding to thermal radiation of dust in galaxies (Schlegel, Finkbeiner & Davis 1998; Calzetti et al. 2000). Although the EBL spectrum has been measured by many experiments, the uncertainties are large (see Fig. 3). The most significant uncertainties now seem to be in the 20-100 μm wavelength range (Bernstein 2007). Integrating the lower and upper limits of the SEDs shown in Fig. 3, the total EBL should fall between 40 and 200 nW m−2 sr−1. The most likely value of the total EBL from 0.1 to 1000 μm is about 100 nW m−2 sr−1 (Hauser & Dwek 2001; Bernstein, Freedman & Madore 2002a,b,c; Bernstein 2007).

SED of the EBL with estimates of its minimum and maximum limits (black lines). The observations reported by various authors are marked by colour symbols (modified after Domínguez et al. 2011).
Figure 3.

SED of the EBL with estimates of its minimum and maximum limits (black lines). The observations reported by various authors are marked by colour symbols (modified after Domínguez et al. 2011).

5 RESULTS

5.1 Predicted EBL and saturation redshift

Estimating individual cosmological parameters and their uncertainties from observations (see Table 4), we can calculate the EBL intensity using equations (8) and (9) for varying redshift zmax. The calculated EBL intensity is mostly sensitive to the universe opacity and luminosity density, see Fig. 4. We consider an optimum luminosity density with three values of the universe opacity (Fig. 4a) and an optimum universe opacity with three values of the luminosity density (Fig. 4b). Fig. 5 displays the cumulative EBL if both the universe opacity and luminosity density are varying. Figs 4 and 5 indicate that (1) neglecting the attenuation–obscuration (red lines) produces remarkable effects on the EBL for redshifts z > 1, and (2) the EBL is formed mostly by light of galaxies at low redshifts. The contribution of high-redshift galaxies to the EBL is almost negligible. If we define the so-called saturation redshift z* as the redshift up to which 98 per cent of the EBL is received, we get the EBL to be saturated at redshift of z* = 3.4. If the attenuation–obscuration is neglected, the EBL diverges.

The cumulative bolometric EBL (i.e. the EBL received for galaxies with redshift up to z) as a function of redshift z. (a) The EBL is shown for the bolometric universe opacity of 0.0075 (blue dotted line), 0.010 (blue solid line), and 0.015 mag h Gpc−1 (blue dashed line). The bolometric luminosity density j is 3.1 × 108 h L⊙ Mpc−3. (b) The EBL is shown for the luminosity density j of 2.5 × 108 (blue dashed line), 3.1 × 108 (blue solid line), and 3.8 × 108 h L⊙ Mpc−3 (blue dotted line). The bolometric universe opacity is 0.01 mag h Gpc−1 at zero redshift. For the other parameters, see Table 4 (optimum values). The red line shows the EBL when the attenuation–obscuration term is neglected (see equation 10). The shadow zone indicates the range of the observed EBL.
Figure 4.

The cumulative bolometric EBL (i.e. the EBL received for galaxies with redshift up to z) as a function of redshift z. (a) The EBL is shown for the bolometric universe opacity of 0.0075 (blue dotted line), 0.010 (blue solid line), and 0.015 mag h Gpc−1 (blue dashed line). The bolometric luminosity density j is 3.1 × 108h L Mpc−3. (b) The EBL is shown for the luminosity density j of 2.5 × 108 (blue dashed line), 3.1 × 108 (blue solid line), and 3.8 × 108h L Mpc−3 (blue dotted line). The bolometric universe opacity is 0.01 mag h Gpc−1 at zero redshift. For the other parameters, see Table 4 (optimum values). The red line shows the EBL when the attenuation–obscuration term is neglected (see equation 10). The shadow zone indicates the range of the observed EBL.

The cumulative bolometric EBL as a function of redshift z. The EBL is shown for A = 0.0075 mag h Gpc−1 and j = 3.8 × 108 h L⊙ Mpc−3 (blue dotted line); A = 0.010 mag h Gpc−1 and j = 3.1 × 108 h L⊙ Mpc−3 (blue solid line), and A = 0.015 mag h Gpc−1 and j = 2.5 × 108 h L⊙ Mpc−3 (blue dashed line). For the other parameters, see Table 4 (optimum values). The red line shows the EBL when the attenuation–obscuration term is neglected (see equation 10). The shadow zone indicates the range of the observed EBL.
Figure 5.

The cumulative bolometric EBL as a function of redshift z. The EBL is shown for A = 0.0075 mag h Gpc−1 and j = 3.8 × 108h L Mpc−3 (blue dotted line); A = 0.010 mag h Gpc−1 and j = 3.1 × 108h L Mpc−3 (blue solid line), and A = 0.015 mag h Gpc−1 and j = 2.5 × 108h L Mpc−3 (blue dashed line). For the other parameters, see Table 4 (optimum values). The red line shows the EBL when the attenuation–obscuration term is neglected (see equation 10). The shadow zone indicates the range of the observed EBL.

Table 4.

Input cosmological parameters and resultant EBL. AV is the visual intergalactic extinction, A is the bolometric intergalactic extinction, kexcess is the excess ratio defined in equation (11), jR is the R-band luminosity density (Blanton et al. 2003), j is the bolometric luminosity density obtained by multiplying jR by the excess ratio kexcess, z* is the saturation redshift, and Itheor and Iobs are the predicted and observed EBL intensities. All input parameters are taken at the zero redshift, and h is 67.7.

ValueAVAjRkexcessjz*ItheorIobs
(mag h Gpc−1)(mag h Gpc−1)(108h L Mpc−3)(108h L Mpc−3)(nW m−2 sr−1)(nW m−2 sr−1)
Minimum EBL0.0300.0151.801.42.53.09740
Maximum EBL0.0150.00751.882.03.83.8196200
Optimum EBL0.0200.0101.841.73.13.4145100
ValueAVAjRkexcessjz*ItheorIobs
(mag h Gpc−1)(mag h Gpc−1)(108h L Mpc−3)(108h L Mpc−3)(nW m−2 sr−1)(nW m−2 sr−1)
Minimum EBL0.0300.0151.801.42.53.09740
Maximum EBL0.0150.00751.882.03.83.8196200
Optimum EBL0.0200.0101.841.73.13.4145100
Table 4.

Input cosmological parameters and resultant EBL. AV is the visual intergalactic extinction, A is the bolometric intergalactic extinction, kexcess is the excess ratio defined in equation (11), jR is the R-band luminosity density (Blanton et al. 2003), j is the bolometric luminosity density obtained by multiplying jR by the excess ratio kexcess, z* is the saturation redshift, and Itheor and Iobs are the predicted and observed EBL intensities. All input parameters are taken at the zero redshift, and h is 67.7.

ValueAVAjRkexcessjz*ItheorIobs
(mag h Gpc−1)(mag h Gpc−1)(108h L Mpc−3)(108h L Mpc−3)(nW m−2 sr−1)(nW m−2 sr−1)
Minimum EBL0.0300.0151.801.42.53.09740
Maximum EBL0.0150.00751.882.03.83.8196200
Optimum EBL0.0200.0101.841.73.13.4145100
ValueAVAjRkexcessjz*ItheorIobs
(mag h Gpc−1)(mag h Gpc−1)(108h L Mpc−3)(108h L Mpc−3)(nW m−2 sr−1)(nW m−2 sr−1)
Minimum EBL0.0300.0151.801.42.53.09740
Maximum EBL0.0150.00751.882.03.83.8196200
Optimum EBL0.0200.0101.841.73.13.4145100

Figs 6(a) and (b) show the EBL and saturation redshift z* for various combinations of the bolometric intergalactic attenuation and the relative luminosity density (i.e. the ratio between the actual and optimum luminosity densities). The EBL varies from 70 to 250 nW m−2 sr−1 with the optimum value of 145 nW m−2 sr−1 (see Fig. 6a). The saturation redshift z* depends mainly on the intergalactic attenuation (see Fig. 6b); it varies from 3 to 4.5 with the optimum value of 3.4. It means that the Universe becomes effectively opaque for redshifts higher than z* > 3.4, and the contribution of light of galaxies to the EBL is negligible for galaxies at larger distances.

The bolometric EBL (a) and saturation redshift z* (b) as a function of the universe opacity and the relative luminosity density. The redshift z* is defined as the redshift at which the cumulative EBL reaches 98 per cent of its final value. The relative luminosity density is normalized to its optimum value 3.1 × 108 h L⊙ Mpc−3 (see Table 4). The EBL is in W m−2 sr−1. The black open circles mark the positions of the optimally chosen parameters.
Figure 6.

The bolometric EBL (a) and saturation redshift z* (b) as a function of the universe opacity and the relative luminosity density. The redshift z* is defined as the redshift at which the cumulative EBL reaches 98 per cent of its final value. The relative luminosity density is normalized to its optimum value 3.1 × 108h L Mpc−3 (see Table 4). The EBL is in W m−2 sr−1. The black open circles mark the positions of the optimally chosen parameters.

The predicted bolometric EBL varies roughly from 100 to 200 nW m−2 sr−1 with the optimum value of 145 nW m−2 sr−1 (see Table 4). The range of the predicted values of the EBL is broad being produced by a limited accuracy of input parameters. However, the limits for the observed EBL are also large (see Fig. 3). The lower and upper limits of the EBL obtained from observations are 40 and 200 nW m−2 sr−1 (Hauser & Dwek 2001; Bernstein et al. 2002a,b,c; Bernstein 2007); hence, the predicted EBL is within the range of current observations. Taking into account all simplifications made in calculations, the agreement is excellent.

5.2 Luminosity density evolution

The significance of the universe opacity can be tested and verified on modelling of the redshift-dependent luminosity density. Since the evolution of the luminosity density is measured at some frequency ν, we have to modify equation (8) to be frequency dependent:
(17)
where Iν is the frequency-dependent EBL intensity, jν(z) is the frequency-dependent luminosity density at redshift z corrected to the dust attenuation
(18)
where jν0 is the luminosity density at frequency ν and at zero redshift, and τν(z) is the optical depth at frequency ν and redshift z
(19)
with κν being the galactic opacity at frequency ν, and λν0 the intergalactic attenuation at frequency ν and at zero redshift. The term (1 + z)3 in equation (7) is substituted by (1 + z)2 in equation (19) because the opacities depend on the frequency of light at each point of a ray. Since κν0 and λν0 are rest-frame quantities corresponding to a frequency at the source (but not at the observation point), the opacities decrease along a ray because the wavelengths gradually increase due to the expansion.

A formula for the optical depth similar to equation (19) has also been reported by Peebles (1993, his equation 13.42), More, Bovy & Hogg (2009), Johansson & Mörtsell (2012), Imara & Loeb (2016), and others. Their derivation is, however, different. It is based on calculating the probability that a light ray intersects dust grains at redshift z in the interval dz when the dust density nD increases according to equation (7). Optical depth τ is then obtained by time integration along a ray. This procedure ignores, however, two following effects. First, the arrival rate of photons increases with redshift z, so that light absorption by dust per time also increases with z. Secondly, the absorption of photons decreases with z because of its frequency dependence described by the 1/λ extinction law. Since the two effects are mutually eliminated, the formula of Peebles (1993, his equation 13.42), More et al. (2009, their equation 12), and other authors is identical with equation (19).

Figs 7 and 8 show the optical depth, extinction correction, and observed and predicted UV luminosity densities as a function of redshift for z < 10. The intergalactic attenuation at UV wavelengths is in the range of 0.06–0.085 mag h Gpc−1 being about three times higher than attenuation at visual wavelengths λV = 0.02 h Gpc−1 (Xie et al. 2015). The optical depth increases from 0 to 10 (Figs 7a and b), while the extinction correction (i.e. the coefficient correcting the luminosity) drops from 1 to 1 × 10−5 (Figs 7c and d) in the range of redshifts 0 < z < 10. Considering this attenuation in equation (18), we reproduce a steep increase of the luminosity density at low redshifts, the position of the maximum at z ∼ 3 as well as the decrease of the luminosity density at high redshifts (Fig. 8).

The optical depth (a and b) and the extinction correction (c and d) as a function of redshift z. Left plots – the logarithmic scale, right plots – the linear scale. The universe opacity at UV wavelengths AUV is 8.5 × 10−2 (blue dotted line), 7.0 × 10−2 (blue solid line), and 6.0 × 10−2 mag h Gpc−1 (blue dashed line).
Figure 7.

The optical depth (a and b) and the extinction correction (c and d) as a function of redshift z. Left plots – the logarithmic scale, right plots – the linear scale. The universe opacity at UV wavelengths AUV is 8.5 × 10−2 (blue dotted line), 7.0 × 10−2 (blue solid line), and 6.0 × 10−2 mag h Gpc−1 (blue dashed line).

The UV luminosity density as a function of redshift. Observations are taken from Schiminovich et al. (2005, grey rectangles), Reddy & Steidel (2009, green rectangles), Bouwens et al. (2014a, blue rectangles), McLure et al. (2013, magenta rectangles), Ellis et al. (2013, orange rectangle), Oesch et al. (2014, light blue rectangle), and Bouwens et al. (2014b, yellow rectangles). The predicted luminosity is shown for the transparent universe (red solid line) and the opaque universe with UV intergalactic extinction of 0.06 (dashed black line), 0.07 (solid black line), and 0.085 mag h Gpc−1 (dotted black line). The galaxy number density in the comoving volume and the mean galaxy luminosity are assumed to be independent of redshift.
Figure 8.

The UV luminosity density as a function of redshift. Observations are taken from Schiminovich et al. (2005, grey rectangles), Reddy & Steidel (2009, green rectangles), Bouwens et al. (2014a, blue rectangles), McLure et al. (2013, magenta rectangles), Ellis et al. (2013, orange rectangle), Oesch et al. (2014, light blue rectangle), and Bouwens et al. (2014b, yellow rectangles). The predicted luminosity is shown for the transparent universe (red solid line) and the opaque universe with UV intergalactic extinction of 0.06 (dashed black line), 0.07 (solid black line), and 0.085 mag h Gpc−1 (dotted black line). The galaxy number density in the comoving volume and the mean galaxy luminosity are assumed to be independent of redshift.

The increase of the luminosity density at low z in Fig. 8 is produced by a transformation from the comoving to the proper volume of the Universe in the luminosity integral (17). Physically, the increase originates in the fact that the Universe occupied a smaller volume in previous epochs. The decline of luminosity at redshifts z > 3 in Fig. 8 is caused by intergalactic attenuation which rapidly increases with redshift and causes the Universe to be significantly opaque. This result questions the standard interpretation of the luminosity density evolution as a direct consequence of the evolution of the star formation rate in the Universe. As shown above, the relation between the luminosity density evolution and the star formation rate is not as simple as assumed, and the culmination of the luminosity density at z ∼ 3 does not necessarily mean a high star formation rate at this epoch.

5.3 Global stellar mass density history

So far, we have assumed a constant comoving galaxy number density with cosmic time. If the comoving galaxy number density evolves with redshift, the luminosity density jν0 = jν0(z) is expressed using a redshift-dependent global stellar mass density ρ(z) and the luminosity of the Sun L
(20)
and equation (18) reads
(21)
This equation can be used for determining the stellar mass density history ρ(z) using observations of the luminosity density jν(z) and optical depth τν(z).

Since we consider the global stellar mass-to-light ratio constant with cosmic time in equation (20), the obtained ρ(z) might not be very accurate at high redshifts (Papovich, Dickinson & Ferguson 2001; Conroy 2013; Madau & Dickinson 2014). However, the errors due to this simplification are probably lower than those produced by uncertainties in current observations of the luminosity density jν(z) and optical depth τν(z).

The star formation rate and the global stellar mass density history have been determined and interpreted from observations of the luminosity density evolution by many authors, see e.g. Lilly et al. (1996), Madau et al. (1998), Dickinson et al. (2003), Hopkins & Beacom (2006), Somerville et al. (20082012), and Madau & Dickinson (2014). Their approach is, however, different because the attenuation term in equation (21) is neglected
(22)
In this way, they obtain an ‘apparent’ stellar mass density ρA(z), which is biased because it includes the redshift-dependent universe opacity
(23)

Fig. 9(a) shows observations of the apparent stellar mass density ρA(z) (colour circles) together with theoretical predictions calculated by equation (23) for a constant ρ and three alternative levels of intergalactic attenuation at UV wavelengths in the range of 0.06–0.085 mag h Gpc−1 used for fitting the luminosity density evolution in Fig. 8. Fig. 9(a) demonstrates that the exponential decay of the apparent stellar mass density ρA(z) can fully originate in the universe opacity. If the true universe opacity is weaker than that assumed in the modelling, the true stellar mass density must exponentially decline with redshift. The actual value of this decline is obtained after correcting ρA(z) for attenuation (see Fig. 9b for several possible scenarios).

(a) The apparent global stellar mass history (Apparent SMH). The colour circles show observations reported by Pérez-González et al. (2008, grey), Pozzetti et al. (2010, green), Kajisawa et al. (2009, blue), Marchesini et al. (2009, red), Reddy et al. (2012, cyan), González et al. (2011, black), Lee et al. (2012, magenta), and Yabe et al. (2009, yellow). The values are summarized in table 2 of Madau & Dickinson (2014). The black lines show the apparent stellar mass history calculated using equation (23) with the UV intergalactic extinction of 0.06 (dashed line), 0.07 (solid line), and 0.085 mag h Gpc−1 (dotted line). The dotted line is also nearly identical with the stellar mass history predicted by a semi-analytic approach of Somerville et al. (2012, their fig. 4, right-hand panel, the solid black line showing prediction for the WMAP5 model). (b) The corrected global stellar mass history (Corrected SMH). The black lines show the stellar mass history after eliminating the effect of the universe opacity assuming AUV of 0.085 (solid line A), 0.065 (dashed line B), 0.045 (dashed line C), 0.025 (dashed line D), and 0.000 mag h Gpc−1 (dotted line E).
Figure 9.

(a) The apparent global stellar mass history (Apparent SMH). The colour circles show observations reported by Pérez-González et al. (2008, grey), Pozzetti et al. (2010, green), Kajisawa et al. (2009, blue), Marchesini et al. (2009, red), Reddy et al. (2012, cyan), González et al. (2011, black), Lee et al. (2012, magenta), and Yabe et al. (2009, yellow). The values are summarized in table 2 of Madau & Dickinson (2014). The black lines show the apparent stellar mass history calculated using equation (23) with the UV intergalactic extinction of 0.06 (dashed line), 0.07 (solid line), and 0.085 mag h Gpc−1 (dotted line). The dotted line is also nearly identical with the stellar mass history predicted by a semi-analytic approach of Somerville et al. (2012, their fig. 4, right-hand panel, the solid black line showing prediction for the WMAP5 model). (b) The corrected global stellar mass history (Corrected SMH). The black lines show the stellar mass history after eliminating the effect of the universe opacity assuming AUV of 0.085 (solid line A), 0.065 (dashed line B), 0.045 (dashed line C), 0.025 (dashed line D), and 0.000 mag h Gpc−1 (dotted line E).

6 DISCUSSION

The theoretical analysis of the EBL disproves the opinion that Olbers’ paradox is eliminated by considering a model of expanding universe of finite age (Wesson et al. 1987; Wesson 19891991). The calculations show that the finite age of the Universe is not a decisive factor. The EBL diverges provided the Universe and galaxies are transparent, and the number density of galaxies in the comoving volume and the mean galaxy luminosity do not change with cosmic time. The EBL divergence is produced by radiation of galaxies at high redshifts when the galaxies are concentrated in a small volume. The divergence is removed by the universe opacity and/or by the universe darkness at high redshifts.

The opacity of galaxies and intergalactic space is caused by light absorption by dust. Dust in galaxies affects mostly the stellar EBL. It causes a partial opacity of foreground galaxies and thus reduces the intensity of stellar light from distant background galaxies. The stellar energy absorbed by dust is further re-emitted at the IR and FIR wavelengths. Hence, the galactic dust affects the spectral characteristics of the EBL by transforming the stellar to IR and FIR light but has little effect on the total EBL. By contrast, the impact of the intergalactic dust on the EBL is different. The intergalactic dust causes non-zero opacity of the Universe which is quite minute being about 0.01 mag h Gpc−1, so the local Universe appears effectively transparent. However, the opacity increases with redshift and the Universe becomes considerably opaque at redshifts z > 3. This increase has been confirmed by observations and supported by theoretical works of several authors (Ménard et al. 2010; Johansson & Mörtsell 2012; Xie et al. 2015; Imara & Loeb 2016). Since the intergalactic dust is colder than the galactic dust, the absorbed EBL is re-radiated in the microwave spectrum.

The calculations of the EBL in the Universe with redshift-dependent opacity yield a satisfactory fit with observations. The predicted bolometric EBL of 100–200 nW m−2 sr−1 is within the limits of the observed values of 40–200 nW m−2 sr−1 in the band of wavelengths from 0.1 to 1000 μm. Similarly, the predicted luminosity density evolution fits the luminosity measurements (Fig. 8). The model reproduces a steep increase of the luminosity density at z < 2, its maximum at z = 2–3, and finally its decrease at higher redshifts. The increase of the luminosity density at low z does not originate in the evolution of the star formation rate as commonly assumed but in the change of the proper volume of the Universe which must be considered in the luminosity integrals. The decrease of the luminosity density at high z originates in the opacity of the early Universe.

By contrast, current calculations of the EBL neglect the universe opacity and assume a transparent universe even at high redshifts. The observed luminosity density evolution is ascribed to the evolution of the global stellar mass density in the Universe (Madau et al. 19961998; Hopkins 2004; Hopkins & Beacom 2006; Bouwens et al. 200720112015; Domínguez et al. 2011; Gilmore et al. 2012; Somerville et al. 2012). The EBL divergence is eliminated by darkness of the early Universe caused by decline of the global stellar mass density at high redshifts.

To figure out whether and to which extent the early Universe was opaque and/or dark is intricate because of trade-off between the both phenomena. The observations of the evolution of the galaxy number density and the global stellar mass density are not decisive. They are based on measurements of the overall effect of the universe opacity and darkness with no power to separate them. The observations of the universe opacity are more convincing (Ménard et al. 2010; Johansson & Mörtsell 2012; Xie et al. 2015; Imara & Loeb 2016) but still display large uncertainties. Considering the opacity within the current error limits, the acceptable models predict a much lower decline of the global stellar mass density with redshift than commonly assumed. The decline is even negligible for the universe opacity of AUV = 7–8.5 × 10−2 mag h Gpc−1. If the true universe opacity is lower than this value, the early Universe (2 < z < 10) is partially dark and partially opaque. In this case, we have to figure out why the decline of the global stellar mass density with redshift obeys the same exponential law as for attenuation.

For resolving the balance between the universe opacity and darkness, we need more accurate measurements of the universe opacity and further detailed studies of the luminosity, number density, and stellar mass evolution of high-redshift galaxies. For example, observations of a different growth of the number and stellar mass densities of massive quiescent and star-forming galaxies from high to low redshift reported by Hopkins et al. (2010), van Dokkum et al. (2010), Brammer et al. (2011), and Tomczak et al. (2014) and others might have partly origin in the frequency- and redshift-dependent universe opacity and can provide some constraints on it. Obviously, interpretations of the luminosity density evolution in terms of the universe opacity could revise our understanding of the global star formation and stellar mass histories at the early epoch of the Universe.

In order to keep the problem simple, we focused on effects with a major impact on the EBL. For example, we ignored gravitational lensing in the EBL calculations. The lensing can affect radiation by focusing or defocusing beams of light and produces local perturbations of the EBL (Bartelmann & Schneider 2001). However, since the average flux must be conserved (Peacock 19861999), the overall value of the EBL should be unaffected. We also avoided analysing the spectral distribution of the EBL and studied the UV luminosity density evolution and the bolometric EBL only. Since the bolometric luminosity of galaxies is probably less sensitive to their age, we partly eliminated the problems related to the evolution of galaxies and to evolution of their SEDs. Obviously, predicting the SED of the EBL is a more complicated task in which the evolution of galaxies in time cannot be ignored (Domínguez et al. 2011; Primack et al. 2011; Gilmore et al. 2012). Hence, a more accurate modelling of the EBL should include calculations of the SED of the EBL considering wavelength-dependent galactic and universe opacities, evolution of galaxies, and knowledge of the history of the universe expansion including its acceleration.

Acknowledgments

I thank an anonymous reviewer for helpful comments and Alberto Domínguez for providing me kindly with Fig. 3.

REFERENCES

Abdo
A. A.
et al. ,
2010
,
ApJ
,
723
,
1082

Aharonian
F.
et al. ,
2006
,
Nature
,
440
,
1018

Alton
P. B.
,
Bianchi
S.
,
Davies
J.
,
2001
,
Ap&SS
,
276
,
949

Avgoustidis
A.
,
Burrage
C.
,
Redondo
J.
,
Verde
L.
,
Jimenez
R.
,
2010
,
J. Cosmol. Astropart. Phys.
,
10
,
024

Bahcall
N. A.
,
1999
, in
Dekel
A.
,
Ostriker
J. P.
, eds,
Formation of Structure in the Universe
.
Cambridge Univ. Press
,
Cambridge
, p.
135

Bartelmann
M.
,
Schneider
P.
,
2001
,
Phys. Rep.
,
340
,
291

Bernstein
R. A.
,
2007
,
ApJ
,
666
,
663

Bernstein
R. A.
,
Freedman
W. L.
,
Madore
B. F.
,
2002a
,
ApJ
,
571
,
56

Bernstein
R. A.
,
Freedman
W. L.
,
Madore
B. F.
,
2002b
,
ApJ
,
571
,
85

Bernstein
R. A.
,
Freedman
W. L.
,
Madore
B. F.
,
2002c
,
ApJ
,
571
,
107

Berta
S.
,
Fritz
J.
,
Franceschini
A.
,
Bressan
A.
,
Pernechele
C.
,
2003
,
A&A
,
403
,
119

Blanton
M. R.
et al. ,
2001
,
AJ
,
121
,
2358

Blanton
M. R.
et al. ,
2003
,
ApJ
,
592
,
819

Bouwens
R. J.
,
Illingworth
G. D.
,
Franx
M.
,
Ford
H.
,
2007
,
ApJ
,
670
,
928

Bouwens
R. J.
et al. ,
2011
,
Nature
,
469
,
504

Bouwens
R. J.
et al. ,
2014a
,
ApJ
,
793
,
115

Bouwens
R. J.
et al. ,
2014b
,
ApJ
,
795
,
126

Bouwens
R. J.
et al. ,
2015
,
ApJ
,
803
,
34

Bovy
J.
,
Hogg
D. W.
,
Moustakas
J.
,
2008
,
ApJ
,
688
,
198

Boyle
B. J.
,
Fong
R.
,
Shanks
T.
,
1988
,
MNRAS
,
231
,
897

Brammer
G. B.
et al. ,
2011
,
ApJ
,
739
,
24

Brown
W. R.
,
Geller
M. J.
,
Fabricant
D. G.
,
Kurtz
M. J.
,
2001
,
AJ
,
122
,
714

Calzetti
D.
,
2001
,
PASP
,
113
,
1449

Calzetti
D.
,
Kinney
A. L.
,
Storchi-Bergmann
T.
,
1994
,
ApJ
,
429
,
582

Calzetti
D.
,
Armus
L.
,
Bohlin
R. C.
,
Kinney
A. L.
,
Koornneef
J.
,
Storchi-Bergmann
T.
,
2000
,
ApJ
,
533
,
682

Charlot
S.
,
Fall
S. M.
,
2000
,
ApJ
,
539
,
718

Chelouche
D.
,
Koester
B. P.
,
Bowen
D. V.
,
2007
,
ApJ
,
671
,
L97

Conroy
C.
,
2013
,
ARA&A
,
51
,
393

Cooray
A.
,
2016
,
R. Soc. Open Sci.
,
3
,
150555

Cross
N.
et al. ,
2001
,
MNRAS
,
324
,
825

da
Cunha E.
,
Charlot
S.
,
Elbaz
D.
,
2008
,
MNRAS
,
388
,
1595

Davies
J. I.
,
Phillipps
S.
,
Trewhella
M.
,
Alton
P.
,
1997
,
MNRAS
,
291
,
59

Dickinson
M.
,
Papovich
C.
,
Ferguson
H. C.
,
Budavári
T.
,
2003
,
ApJ
,
587
,
25

Dole
H.
et al. ,
2006
,
A&A
,
451
,
417

Domínguez
A.
et al. ,
2011
,
MNRAS
,
410
,
2556

Draine
B. T.
,
2003
,
ARA&A
,
41
,
241

Draine
B. T.
,
2011
,
Physics of the Interstellar and Intergalactic Medium
.
Princeton Univ. Press
,
Princeton, NJ

Draine
B. T.
,
Li
A.
,
2007
,
ApJ
,
657
,
810

Dwek
E.
,
Krennrich
F.
,
2005
,
ApJ
,
618
,
657

Dwek
E.
et al. ,
1998
,
ApJ
,
508
,
106

Ellis
G. F. R.
,
2007
,
Gen. Relativ. Gravit.
,
39
,
1047

Ellis
R. S.
et al. ,
2013
,
ApJ
,
763
,
L7

Etherington
I. M. H.
,
1933
,
Phil. Mag.
,
15
,
761

Fazio
G. G.
et al. ,
2004
,
ApJS
,
154
,
39

Finkelman
I.
et al. ,
2008
,
MNRAS
,
390
,
969

Finkelman
I.
et al. ,
2010
,
MNRAS
,
409
,
727

Franceschini
A.
,
Aussel
H.
,
Cesarsky
C. J.
,
Elbaz
D.
,
Fadda
D.
,
2001
,
A&A
,
378
,
1

Franceschini
A.
,
Rodighiero
G.
,
Vaccari
M.
,
2008
,
A&A
,
487
,
837

Geller
M. J.
et al. ,
1997
,
AJ
,
114
,
2205

Gilmore
R. C.
,
Somerville
R. S.
,
Primack
J. R.
,
Domínguez
A.
,
2012
,
MNRAS
,
422
,
3189

González
R. A.
,
Allen
R. J.
,
Dirsch
B.
,
Ferguson
H. C.
,
Calzetti
D.
,
Panagia
N.
,
1998
,
ApJ
,
506
,
152

González
V.
,
Labbé
I.
,
Bouwens
R. J.
,
Illingworth
G.
,
Franx
M.
,
Kriek
M.
,
2011
,
ApJ
,
735
,
L34

Goudfrooij
P.
,
de
Jong T.
,
Hansen
L.
,
Norgaard-Nielsen
H. U.
,
1994
,
MNRAS
,
271
,
833

Harrison
E. R.
,
1990
, in
Bowyer
S.
,
Leinert
C.
, eds,
Proc. IAU Symp. 139, The Galactic and Extragalactic Background Radiation
.
Kluwer
,
Dordrecht
, p.
3

Hauser
M. G.
,
Dwek
E.
,
2001
,
ARA&A
,
39
,
249

Holanda
R. F. L.
,
Carvalho
J. C.
,
Alcaniz
J. S.
,
2013
,
J. Cosmol. Astropart. Phys.
,
4
,
027

Holwerda
B. W.
,
Gonzalez
R. A.
,
Allen
R. J.
,
van
der Kruit P. C.
,
2005a
,
AJ
,
129
,
1381

Holwerda
B. W.
,
Gonzalez
R. A.
,
Allen
R. J.
,
van
der Kruit P. C.
,
2005b
,
AJ
,
129
,
1396

Holwerda
B. W.
et al. ,
2007
,
AJ
,
134
,
2226

Hopkins
A. M.
,
2004
,
ApJ
,
615
,
209

Hopkins
A. M.
,
Beacom
J. F.
,
2006
,
ApJ
,
651
,
142

Hopkins
P. F.
et al. ,
2010
,
ApJ
,
715
,
202

Imara
N.
,
Loeb
A.
,
2016
,
ApJ
,
816
,
L16

Johansson
J.
,
Mörtsell
E.
,
2012
,
MNRAS
,
426
,
3360

Kajisawa
M.
et al. ,
2009
,
ApJ
,
702
,
1393

Kneiske
T. M.
,
Bretz
T.
,
Mannheim
K.
,
Hartmann
D. H.
,
2004
,
A&A
,
413
,
807

Knutsen
H.
,
1997
,
Eur. J. Phys.
,
18
,
295

Kochanek
C. S.
et al. ,
2001
,
ApJ
,
560
,
566

Lagache
G.
,
Puget
J.-L.
,
Dole
H.
,
2005
,
ARA&A
,
43
,
727

Lee
K.-S.
et al. ,
2012
,
ApJ
,
752
,
66

Lilly
S. J.
,
Le
Fevre O.
,
Hammer
F.
,
Crampton
D.
,
1996
,
ApJ
,
460
,
L1

Lim
W.
,
Tan
J. C.
,
2014
,
ApJ
,
780
,
L29

Lisenfeld
U.
,
Relaño
M.
,
Vílchez
J.
,
Battaner
E.
,
Hermelo
I.
,
2008
, in
Hunt
L. K.
,
Madden
S. C.
,
Schneider
R.
, eds,
Proc. IAU Symp. 255, Low-Metallicity Star Formation: From the First Stars to Dwarf Galaxies
.
Cambridge Univ. Press
,
Cambridge
, p.
260

Lonsdale
C. J.
et al. ,
2003
,
PASP
,
115
,
897

McLure
R. J.
et al. ,
2013
,
MNRAS
,
432
,
2696

Madau
P.
,
Dickinson
M.
,
2014
,
ARA&A
,
52
,
415

Madau
P.
,
Pozzetti
L.
,
2000
,
MNRAS
,
312
,
L9

Madau
P.
,
Ferguson
H. C.
,
Dickinson
M. E.
,
Giavalisco
M.
,
Steidel
C. C.
,
Fruchter
A.
,
1996
,
MNRAS
,
283
,
1388

Madau
P.
,
Pozzetti
L.
,
Dickinson
M.
,
1998
,
ApJ
,
498
,
106

Marchesini
D.
,
van
Dokkum P. G.
,
Förster
Schreiber N. M.
,
Franx
M.
,
Labbé
I.
,
Wuyts
S.
,
2009
,
ApJ
,
701
,
1765

Mathis
J. S.
,
1990
,
ARA&A
,
28
,
37

Ménard
B.
,
Scranton
R.
,
Fukugita
M.
,
Richards
G.
,
2010
,
MNRAS
,
405
,
1025

More
S.
,
Bovy
J.
,
Hogg
D. W.
,
2009
,
ApJ
,
696
,
1727

Muller
S.
,
Wu
S.-Y.
,
Hsieh
B.-C.
,
González
R. A.
,
Loinard
L.
,
Yee
H. K. C.
,
Gladders
M. D.
,
2008
,
ApJ
,
680
,
975

Nair
R.
,
Jhingan
S.
,
Jain
D.
,
2012
,
J. Cosmol. Astropart. Phys.
,
12
,
028

Oesch
P. A.
et al. ,
2014
,
ApJ
,
786
,
108

Papovich
C.
,
Dickinson
M.
,
Ferguson
H. C.
,
2001
,
ApJ
,
559
,
620

Peacock
J. A.
,
1986
,
MNRAS
,
223
,
113

Peacock
J. A.
,
1999
,
Cosmological Physics
.
Cambridge Univ. Press
,
Cambridge

Peebles
P. J. E.
,
1993
,
Principles of Physical Cosmology
.
Princeton Univ. Press
,
Princeton, NJ

Pérez-González
P. G.
et al. ,
2008
,
ApJ
,
675
,
234

Perlmutter
S.
et al. ,
1999
,
ApJ
,
517
,
565

Popescu
C. C.
,
Tuffs
R. J.
,
Dopita
M. A.
,
Fischera
J.
,
Kylafis
N. D.
,
Madore
B. F.
,
2011
,
A&A
,
527
,
A109

Pozzetti
L.
et al. ,
2010
,
A&A
,
523
,
A13

Primack
J. R.
,
Domínguez
A.
,
Gilmore
R. C.
,
Somerville
R. S.
,
2011
, in
Aharonian
F. A.
,
Hofmann
W.
,
Rieger
F. M.
, eds,
AIP Conf. Ser. Vol. 1381, 25th Texas Symposium on Relativistic Astrophysics (Texas 2010)
.
Am. Inst. Phys.
,
New York
, p.
72

Reddy
N. A.
,
Steidel
C. C.
,
2009
,
ApJ
,
692
,
778

Reddy
N.
et al. ,
2012
,
ApJ
,
744
,
154

Riess
A. G.
et al. ,
1998
,
AJ
,
116
,
1009

Romani
R. W.
,
Maoz
D.
,
1992
,
ApJ
,
386
,
36

Schechter
P.
,
1976
,
ApJ
,
203
,
297

Schiminovich
D.
et al. ,
2005
,
ApJ
,
619
,
L47

Schlegel
D. J.
,
Finkbeiner
D. P.
,
Davis
M.
,
1998
,
ApJ
,
500
,
525

Silva
L.
,
Granato
G. L.
,
Bressan
A.
,
Danese
L.
,
1998
,
ApJ
,
509
,
103

Somerville
R. S.
,
Hopkins
P. F.
,
Cox
T. J.
,
Robertson
B. E.
,
Hernquist
L.
,
2008
,
MNRAS
,
391
,
481

Somerville
R. S.
,
Gilmore
R. C.
,
Primack
J. R.
,
Domínguez
A.
,
2012
,
MNRAS
,
423
,
1992

Stecker
F. W.
,
Malkan
M. A.
,
Scully
S. T.
,
2006
,
ApJ
,
648
,
774

Thompson
T. A.
,
Quataert
E.
,
Waxman
E.
,
2007
,
ApJ
,
654
,
219

Tomczak
A. R.
et al. ,
2014
,
ApJ
,
783
,
85

Tuffs
R. J.
,
Popescu
C. C.
,
Völk
H. J.
,
Kylafis
N. D.
,
Dopita
M. A.
,
2004
,
A&A
,
419
,
821

van
Dokkum P. G.
et al. ,
2010
,
ApJ
,
709
,
1018

Vavryčuk
V.
,
2016
,
Ap&SS
,
361
,
198

Wesson
P. S.
,
1989
,
J. Br. Astron. Assoc.
,
99
,
10

Wesson
P. S.
,
1991
,
ApJ
,
367
,
399

Wesson
P. S.
,
Valle
K.
,
Stabell
R.
,
1987
,
ApJ
,
317
,
601

Xie
X.
,
Shen
S.
,
Shao
Z.
,
Yin
J.
,
2015
,
ApJ
,
802
,
L16

Yabe
K.
,
Ohta
K.
,
Iwata
I.
,
Sawicki
M.
,
Tamura
N.
,
Akiyama
M.
,
Aoki
K.
,
2009
,
ApJ
,
693
,
507

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