Abstract
The origin of the extragalactic gamma‐ray background (EGRB) is an important open issue in the gamma‐ray astronomy. There are many theories about the origin of EGRB: (1) some truly diffuse processes, such as dark matter (DM) annihilation or decay, which can produce gamma rays; (2) gamma rays produced by energetic particles accelerated through induced shock waves during structure formation of the universe; (3) a lot of unidentified sources, including normal galaxies, starbursts and active galactic nuclei (AGNs), contain a large number of energetic particles and can emit gamma rays. Among various extragalactic sources, blazars including flat spectral radio quasars (FSRQs) and BL Lac objects are one of the most possible sources for EGRB. As continuous accumulation of the data observed by the Fermi Gamma‐Ray Space Telescope, it is possible to directly construct gamma‐ray luminosity function (GLF) of the blazars involving evolution information. In this chapter, based on the largest clean sample of AGNs provided by Fermi Large Area Telescope (LAT), we mainly study blazar's GLFs and their contribution to EGRB. In our study, we separately construct GLFs of FSRQs and BL Lacs and then estimate the contributions to EGRB, respectively. Further, we discuss the diffuse gamma ray from other astrophysical sources and the other possible origins of the EGRB.
Keywords
- blazars
- gamma‐ray radiation
- luminosity function
- the extragalactic gamma‐rays background
1. Introduction
The large area telescope (LAT [1]) onboard Fermi gamma‐ray space telescope (Fermi) has measured the extragalactic diffuse gamma‐ray background and then provided useful information for us to study the origins of the extragalactic gamma‐ray background (EGRB) [2–5]. However, the origin of the EGRB is still an unsolved problem. Observationally, an isotropic component of the EGRB emission was first detected by the SAS‐2 satellite [6, 7] and subsequently measured by the energetic gamma‐ray experiment telescope (EGRET) [8–10]. Due to the higher sensitivity of Fermi‐LAT than that of EGRET, the observed integrated flux above 100 MeV by the LAT is
Similar to the extragalactic EGRET sky, blazars are the largest source class identified by Fermi extragalactic sky and their contribution to the EGRB has been widely discussed. Typical estimated contributions of unresolved blazars to the EGRB range from 10 to 100% [13–36]. Blazars are divided into two main subgroups: BL Lac objects and FSRQs [37]. Among the gamma‐ray blazar sample, the number of FSRQs detected by Fermi‐LAT is smaller than that of BL Lac objects (e.g., 2FGL, 3FGL). FSRQs generally show softer spectrum in the gamma‐ray band (e.g., [38]), which is to be detected harder than BL Lac objects at a given significant limit. On the one hand, BL Lacs are reputed as the population of extragalactic sources that show a negative or no cosmological evolution [39–42], but FSRQs are regarded as those with a positive cosmological evolution, which is similar to the population of X‐ray‐selected, radio‐quiet AGNs [43–45]. Ajello et al. [32] suggested that BL Lacs have a more complex evolution. At the modest redshift region, most BL Lac classes show a positive evolution with a space density peaking. Meanwhile, their results suggest that the evolution of low‐luminosity, high‐synchrotron‐peaked (HSP) BL Lac objects is strong negative with number density increasing for low redshift range (
The extragalactic gamma‐ray sky provides an amount of gamma‐ray sources and allows us to obtain the information about the evolution of sources and estimate their contributions to the EGRB. Because the blazar's contribution is the main content of research on this chapter, the detail about how to build the gamma‐ray luminosity function (GLF) will be discussed in Section 2. In Section 3, a brief description about how to estimate different components’ contributions to the EGRB is given and finally, we give the conclusions and discussions in Section 4.
2. The gamma‐ray luminosity function
Since the Fermi‐LAT has detected and identified more and more gamma‐ray sources and observed previously detected objects in greater detail, the method by using the gamma‐ray luminosity function (GLF) to estimate the EGRB of resolved sources has become much more reliable. In this approach, the GLF involving the evolution of redshift as well as the distribution of spectral indices of a given source class can be established for all known sources and the observed population can be extrapolated to lower fluxes.
2.1. Function derivation
As professed in Ref. [31], there is a classical approach to obtain the luminosity function, which is on account of 1/VMAX method provided by Schmidt [60] to deal with redshift bins. However, this method has a fault, which is known to introduce bias in each binning. For a small sample and/or a large span of parameters, if the bins contained significant evolution, the method would result in a loss of important information. In order to constrain the model parameters for various models of the evolving GLF, a maximum likelihood method is adopted, which is first introduced by Marshall et al. [61]. The likelihood function
where
where
For a given GLF, the redshift distribution, luminosity distribution and photon index distribution can be divided into three intervals of size
The source count distribution can be derived as follows:
where
Through minimized Eq. (3), we can obtain the best‐fitting parameters of the models. There are multiple parameters in our various models to find the best in observational data in a multidimensional model parameter space; the MCMC technique can be employed for its high efficiency to constrain the model parameters. In this method, the Metropolis‐Hastings algorithm that generates samples from the posterior distribution using a Markov Chain is used when sampling the model parameters and the probability density distributions of the model parameters are asymptotically proportional to the number density of the sample points. For each parameter set
2.2. Models description
The GLF models for different source classes are uncertainty. Currently, there are two methods for constructing the blazars’ GLF: the first method is to build the GLF by assuming a relationship between the GLF and the luminosity function in a lower energy band, for example, that the GLF relates to radio luminosity function (RLF) or to the X‐ray luminosity function (XLF) (e.g., [14, 16, 17, 19, 23, 28, 48, 69–72]); the second method is to construct the GLF directly using observed gamma‐ray data of blazars (e.g., [15, 17, 22]). Before the Fermi era, constructing the GLF model indirectly was used more frequently due to the small EGRET samples, which results in blazar's contribution between the range of 10 and 100%. In next sections, we briefly review those models for directly constructing the GLF.
2.2.1. The pure density evolution
The pure density evolution (PDE) model is the simplest scenario of evolution and the GLF has a following form:
where
2.2.2. The pure luminosity evolution
In the pure luminosity evolution (PLE) model, the GLF can be expressed as follows:
where
2.2.3. The luminosity‐dependent density evolution
In the luminosity‐dependent density evolution (LDDE) model, the GLF evolution is decided by a redshift cutoff that depends on luminosity and the GLF can be given by
where
The detailed description about PLE and LDDE models can be found in sections 4.1 and 4.2 from Ref. [32]. These models also can be applied to X‐ray band, to determine the information of evolution of sources in X‐ray band (e.g., [62]). With the increase in the number of the detected sources, the evolutionary form of those sources becomes more complicated and the updated forms of those models can be found in Ref. [33], which allows the Gaussian mean
2.3. The cosmological evolution
In Fermi sample, the large redshift range between
3. The extragalactic gamma‐ray background
The origin of the EGRB has been widely discussed for various gamma‐ray‐emitting sources in literature. Fermi has observed gamma‐ray emission from blazars, star‐forming galaxies, radio galaxies, GRBs and high‐latitude pulsars. Ajello et al. [33] and Di Mauro and Donato [36] suggested that blazars, star‐forming galaxies and radio galaxies are the main contributors to the EGRB. For those emitting sources, we focus on how to estimate the contribution of unresolved objects to the EGRB below, based on the best‐fitting GLF (space density of sources).
The differential intensity of the EGRB radiation can be expressed as follows:
where
where
The electrons and positrons are produced due to the interaction between very high energy (VHE) photons from TeV sources and ultraviolet‐infrared photons of EBL. The pairs could scatter the cosmic microwave background (CMB) radiation to high‐energy background radiation through the inverse Compton scattering process (e.g., [76–83]). This cascading emission is regarded as a contributor to the EGRB if the flux of the cascade flux is lower than the detector's sensitivity. Now, we consider only the first generation of the electron‐positron pairs produced by the gamma‐ray absorption to obtain the cascade emission because the emission from the second generation or more than second generation of created pairs can be negligible at the GeV band [21]. The formulation of the cascade flux is given as follows [84]:
where
It is noted that there are two possible contributions for the cascade emission to the EGRB because the pairs are deflected by the extragalactic magnetic field (EGMF), which is shown in Figure 3. In case I, the cascade emission can contribute to the EGRB if the flux of the cascade emission is lower than that of the LAT sensitivity. In case II, although the flux of the cascade emission is larger than that of the LAT sensitivity, the angle between the redirected secondary gamma‐ray photons and the line of sight is larger than that of the LAT point‐spread function (PSF) (i.e.,
3.1. Blazars
Blazars emit gamma rays via the inverse Compton scattering processes and/or hadronic processes and dominate extragalactic gamma‐ray sources. Therefore, it is naturally expected that blazars contribute the main EGRB. However, its fraction was very uncertain in the EGRET era due to its small samples. At the same time, its fraction also severely depends on GLF. Blazars are divided into two main subgroups: BL Lac objects and FSRQs [37]. Figure 4 shows FSRQs’ EGRB spectra with LDDE model and BL Lacs’ EGRB spectra with PDE model. Compared to FSRQs, BL Lacs have lower gamma‐ray luminosities, lower redshifts and harder spectral indices in statistics (e.g., [86]). Thus, BL Lacs can provide a significant part in the contribution of blazar to the EGRB above 10 GeV. From Figure 4, we find out that the cascade emission from BL Lacs has a rather large fraction of the total EGRB energy flux and contrary to that of FSRQs, which may be caused by harder spectrum for BL Laces. Therefore, the contribution from BL Lacs cascade emission to the EGRB cannot be negligible. Based on the effect of the EGMF on the cascade contribution from blazars, Yan [84] have studied the effect of cascade radiation on the contribution to the EGRB using a simple semi‐analytical model. They suggested that if the strength of the EGMF is large enough (
3.2. Radio galaxies
Radio galaxies are one of the largest subclasses of radio‐loud AGNs. It is more in number than blazars in the entire sky. Even though radio galaxies are fainter than blazars, Fermi‐LAT has just detected gamma rays from ~15 extragalactic sources, including 12 FR Is and 3 FR IIs [87]. In order to estimate the contribution to the EGRB from radio galaxies, their GLF is required. We must obtain indirectly the GLF due to the limited Fermi radio galaxy samples. Relying on a correlation between the luminosities in the radio and gamma‐ray frequencies, Inoue [48] converted the RLF [88] into the GLF and estimated about 25% of EGRB can be solved by radio galaxies (see Figure 5). This uncertainty significantly depends on the limited sample and the errors between the gamma ray and radio luminosity correlation.
3.3. Star‐forming galaxies
The Fermi‐LAT has detected gamma‐ray from ~9 star‐forming (SF) galaxies [2]. Those gamma rays are produced by interactions between cosmic rays and gas or interstellar radiation fields, including the decay of neutral pion and electron interactions (bremsstrahlung and inverse Compton scattering). Similar to radio galaxies, it is not straightforward to construct the GLF because of the limited star‐forming galaxy sample. Generally, the correlations between the IR wavelength and gamma‐ray region are used to predict the gamma‐ray diffuse emission for the unresolved SF galaxy population. Different from other types of source, the SF gamma‐ray average spectrum is difficult to firmly establish due to the paucity of statistics. Milky Way‐like SF galaxies (MW model) and an assumed power‐law spectrum (PL model) are proposed by Ackermann et al. [89] to express an average spectrum of SF Galaxies. In particular, the two predictions are different above 5 GeV, where the MW model softens significantly. Therefore, using the correlation between infrared and gamma‐ray luminosities, based on the well‐established infrared luminosity functions and the SF gamma‐ray average spectrum, the GLF of star‐forming galaxies is well built and the contribution of star‐forming galaxies to the EGRB can be estimated as 10–30% of the EGRB at >0.1 GeV [89], which can be seen in Figure 5.
It should be noted that about 95% of the EGRB can be naturally explained by blazars, star‐forming galaxies and radio galaxies in the 0.1–820 GeV range. Only modest space is left for other diffuse processes such as dark matter interactions, which suggests that other gamma‐ray‐emitting sources’ contribution can be neglected. Ajello et al. [33] also concluded that the result of their simulation gave an upper limit on DM self‐annihilation cross sections, which is similar to that from the independent types of analysis (e.g., [59]).
4. Conclusion and discussion
In this chapter, we reviewed the origin of EGRB and estimated the contribution of unsolved gamma‐ray‐emitting sources from Fermi‐LAT to the EGRB based on the construction of the corresponding GLFs. Since Fermi‐LAT has higher sensitivity and provides numerous gamma‐ray‐emitting sources for studies, we found two important results: (i) the redshift evolutionary information of gamma‐ray sources, particularly for blazars; HBLs show strong negative cosmological evolution, while FSRQs and luminous BL Lacs show positive evolution like as Seyferts and the cosmic star formation history. (ii) Fermi sources’ contribution to the EGRB; blazars clearly contribute to most of the EGRB (≈40-62%), as well as radio galaxies and star‐forming galaxies can occupy for the rest room of the EGRB [33, 36]. These results suggest that the contributions of other emitting sources have only little space to the EGRB. However, the uncertainties associated with these predictions from radio galaxies and star‐forming galaxies are still quite large because of the small samples. This situation is very similar to blazar studies in the early EGRET era. Therefore, further data will be required to construct the GLFs and precisely evaluate the contributions from those two populations.
Now, there are still some unresolved problems. We have not seen the signature of dark matter particles in the EGRB spectrum, although they are considered as the possible origin of EGRB. As we known, Fermi‐LAT has accurately measured the EGRB spectrum and the anisotropy of the EGRB [4] and the emission from dark matter is anisotropic and its spatial pattern is unique and predictable [90]. Therefore, we can obtain an upper limit on the annihilation cross section by comparing the expected EGRB angular power spectrum from dark matter annihilation with the measured spectrum. The work of Ajello et al. [33] shown that an analysis of the EGRB and its components can constrain diffuse emission mechanisms such as DM annihilation. Di Mauro and Donato [36] probed a possible emission coming from the annihilation of WIMP DM in the halo of our galaxy and found that the DM component can very well fit the EGRB data together with the realistic emission from a number of unresolved extragalactic sources.
The value of the EGMF has still not been determined. Since the pairs scatter CMB photons to GeV energies by Compton mechanism for cascade process around a TeV sources, Fermi‐LAT could measure those GeV photons, which would give a straight measurement of the EGMF. As continuous accumulation of the data observed and the further development of detection equipment, the imprint of the EGMF may be found in the gamma-ray spectrum and/or flux [79, 80, 91]. The EGMF imprint might also be found in the angular anisotropy of the EGRB [92]. If the effect of cascade depending on the EGMF cannot be neglected [84], the electron‐positron pairs produced in cascade process could be deflected by a high value of the EGMF, which makes GeV photons more isotropic. Therefore, the EGRB spectrum with the anisotropy could probe the strength of EGMF [87].
References
- 1.
Atwood, W. B.; Abdo, A. A.; Ackermann, M.; Althouse, W.; Anderson, B.; et al. The large area telescope on the Fermi gamma‐ray space telescope mission. The Astrophysical Journal. 2009; 697 (2):1071–1102. doi:10.1088/0004‐637X/697/2/1071 - 2.
Abdo, A. A.; Ackermann, M.; Ajello, M.; Allafort, A.; Antolini, E.; et al. The first catalog of active galactic nuclei detected by the Fermi large area telescope. The Astrophysical Journal. 2010; 715 (1): 429–457. doi:10.1088/0004‐637X/715/1/429 - 3.
Abdo, A. A.; Ackermann, M.; Ajello, M.; Atwood, W. B.; Baldini, L.; Ballet, J.; et al. Spectrum of the isotropic diffuse gamma‐ray emission derived from first‐year Fermi large area telescope data. Physical Review Letters. 2010; 104 (10):101101. doi:10.1103/PhysRevLett.104.101101 - 4.
Ackermann, M.; Ajello, M.; Albert, A.; Baldini, L.; Ballet, J.; Barbiellini, G.; et al. Anisotropies in the diffuse gamma‐ray background measured by the Fermi LAT. Physical Review D. 2012; 85 (8):083007. doi:10.1103/PhysRevD.85.083007 - 5.
Ackermann, M.; Ajello, M.; Albert, A.; Atwood, W. B.; Baldini, L.; Ballet, J.; et al. The spectrum of isotropic diffuse gamma‐ray emission between 100 MeV and 820 GeV. The Astrophysical Journal. 2015; 799 (1):86, 24 pp. doi:10.1088/0004‐637X/799/1/86 - 6.
Fichtel, C. E.; Simpson, G. A.; Thompson, D. J. Diffuse gamma radiation. The Astrophysical Journal. 1978; 222 (1):833–849. doi:10.1086/156202 - 7.
Thompson, D. J.; Fichtel, C. E. Extragalactic gamma radiation—use of galaxy counts as a galactic tracer. Astronomy and Astrophysics. 1982; 109 (2):352–354. - 8.
Osborne, J. L.; Wolfendale, A. W.; Zhang, L. The diffuse flux of energetic extragalactic gamma rays. Journal of Physics G: Nuclear and Particle Physics. 1994; 20 (7):1089–1101. doi:10.1088/0954‐3899/20/7/010 - 9.
Willis, T. D., Observations of the Isotropic Diffuse Gamma-Ray Background with the EGRET Telescope, Ph.D. thesis, Stanford University, Aug 1996 - 10.
Sreekumar, P.; Bertsch, D. L.; Dingus, B. L.; Esposito, J. A.; Fichtel, C. E.; et al. EGRET observations of the extragalactic gamma‐ray emission. The Astrophysical Journal. 1998; 494 (2):523–534. doi:10.1086/305222 - 11.
Strong, A. W.; Moskalenko, I. V.; Reimer, O. A new determination of the extragalactic diffuse gamma‐ray background from EGRET data. The Astrophysical Journal. 2004; 613 (2):956–961. doi:10.1086/423196 - 12.
Ueda, Y.; Akiyama, M.; Hasinger, G.; Miyaji, T.; Watson, M. G. Toward the standard population synthesis model of the x‐ray background: evolution of x‐ray luminosity and absorption functions of active galactic nuclei including compton‐thick populations. The Astrophysical Journal. 2014; 786 (2):104, 28 pp. doi:10.1088/0004‐637X/786/2/104 - 13.
Stecker, F. W.; Salamon, M. H.; Malkan, M. A. The high‐energy diffuse cosmic gamma‐ray background radiation from blazars. The Astrophysical Journal. 1993; 410 (2):L71–L74. doi:10.1086/186882 - 14.
Padovani, P.; Ghisellini, G.; Fabian, A. C.; Celotti, A. Radio‐loud AGN and the extragalactic gamma‐ray background. Monthly Notices of the Royal Astronomical Society. 1993; 260 (3): L21–L24. doi:10.1093/mnras/260.1.L21 - 15.
Chiang, J.; Fichtel, C. E.; von Montigny, C.; Nolan, P. L.; Petrosian, V. The evolution of gamma‐ray‐‐loud active galactic nuclei. The Astrophysical Journal. 1995; 452 :165. doi:10.1086/176287 - 16.
Stecker, F. W.; Salamon, M. H. The gamma‐ray background from blazars: a new look. The Astrophysical Journal. 1996; 464 :600. doi:10.1086/177348 - 17.
Chiang, J.; Mukherjee, R. The luminosity function of the EGRET gamma‐ray blazars. The Astrophysical Journal. 1998; 496 (2):752–760. doi:10.1086/305403 - 18.
Mücke, A.; Pohl, M. The contribution of unresolved radio‐loud AGN to the extragalactic diffuse gamma‐ray background. Monthly Notices of the Royal Astronomical Society. 2000; 312 (1):177–193. doi:10.1046/j.1365‐8711.2000.03099.x - 19.
Narumoto, T.; Totani, T. Gamma‐ray luminosity function of blazars and the cosmic gamma‐ray background: evidence for the luminosity‐dependent density evolution. The Astrophysical Journal. 2006; 634 (1):81–91. doi:10.1086/502708 - 20.
Dermer, C. D. Statistics of cosmological black hole jet sources: blazar predictions for the gamma‐ray large area space telescope. The Astrophysical Journal. 2007; 659 (2):958–975. doi:10.1086/512533 - 21.
Kneiske, T. M.; Mannheim, K. BL Lacertae contribution to the extragalactic gamma‐ray background. Astronomy and Astrophysics. 2008; 479 (1):41–47. doi:10.1051/0004‐6361:20065605 - 22.
Bhattacharya, D.; Sreekumar, P.; Mukherjee, R. Gamma‐ray luminosity function of gamma‐ray bright AGNs. Research in Astronomy and Astrophysics. 2008; 9 (1):85–94. doi:10.1088/1674‐4527/9/1/007 - 23.
Inoue, Y.; Totani, T. The blazar sequence and the cosmic gamma‐ray background radiation in the Fermi era. The Astrophysical Journal. 2009; 702 (1):523–536. doi:10.1088/0004‐637X/702/1/523 - 24.
Abdo, A. A.; Ackermann, M.; Ajello, M.; Antolini, E.; Baldini, L.; Ballet, J.; et al. The Fermi‐LAT high‐latitude survey: source count distributions and the origin of the extragalactic diffuse background. The Astrophysical Journal. 2010; 720 (1):435–453. doi:10.1088/0004‐637X/720/1/435 - 25.
Ghirlanda, G.; Ghisellini, G.; Tavecchio, F.; Foschini, L.; Bonnoli, G. The radio‐γ‐ray connection in Fermi blazars. Monthly Notices of the Royal Astronomical Society. 2011; 413 (2):852–862. doi:10.1111/j.1365‐2966.2010.18173.x - 26.
Stecker, F. W.; Venters, T. M. Components of the extragalactic gamma‐ray background. The Astrophysical Journal. 2011; 736 (1):40, 13 pp. doi:10.1088/0004‐637X/736/1/40 - 27.
Singal, J.; Petrosian, V.; Ajello, M. Flux and photon spectral index distributions of Fermi‐LAT blazars and contribution to the extragalactic gamma‐ray background. The Astrophysical Journal. 2012; 753 (1):45, 11 pp. doi:10.1088/0004‐637X/753/1/45 - 28.
Zeng, H. D.; Yan, D. H.; Sun, Y. Q.; Zhang, L. γ‐Ray luminosity function and the contribution to extragalactic γ‐ray background for Fermi‐detected blazars. The Astrophysical Journal. 2012; 749 (2):151, 8 pp. doi:10.1088/0004‐637X/749/2/151 - 29.
Zeng, H.; Yan, D.; Zhang, L. A revisit of gamma‐ray luminosity function and contribution to the extragalactic diffuse gamma‐ray background for Fermi FSRQs. Monthly Notices of the Royal Astronomical Society. 2013; 431 (1):997–1003. doi:10.1093/mnras/stt223 - 30.
Zeng, H.; Yan, D.; Zhang, L. Gamma‐ray luminosity function of BL Lac objects. Monthly Notices of the Royal Astronomical Society. 2014; 441 (2):1760–1768. doi:10.1093/mnras/stu644 - 31.
Ajello, M.; Shaw, M. S.; Romani, R. W.; Dermer, C. D.; Costamante, L.; et al. The luminosity function of Fermi‐detected flat‐spectrum radio quasars. The Astrophysical Journal. 2012; 751 (2):108, 20 pp. doi:10.1088/0004‐637X/751/2/108 - 32.
Ajello, M.; Romani, R. W.; Gasparrini, D.; Shaw, M. S.; Bolmer, J.; et al. The cosmic evolution of Fermi BL lacertae objects. The Astrophysical Journal. 2014; 780 (1):73, 24 pp. doi:10.1088/0004‐637X/780/1/73 - 33.
Ajello, M.; Gasparrini, D.; Sánchez‐Conde, M.; Zaharijas, G.; Gustafsson, M.; et al. The origin of the extragalactic gamma‐ray background and implications for dark matter annihilation. The Astrophysical Journal Letters. 2015; 800 (2): L27, 7 pp. doi:10.1088/2041‐8205/800/2/L27 - 34.
Di Mauro, M.; Donato, F.; Lamanna, G.; Sanchez, D. A.; Serpico, P. D. Diffuse γ‐ray emission from unresolved BL lac objects. The Astrophysical Journal. 2014; 786 (2):129, 12 pp. doi:10.1088/0004‐637X/786/2/129 - 35.
Di Mauro, M.; Calore, F.; Donato, F.; Ajello, M.; Latronico, L.. Diffuse γ‐ray emission from misaligned active galactic nuclei. The Astrophysical Journal. 2014; 780 (2):161, 14 pp. doi:10.1088/0004‐637X/780/2/161 - 36.
Di Mauro, M.; Donato, F. Composition of the Fermi‐LAT isotropic gamma‐ray background intensity: emission from extragalactic point sources and dark matter annihilations. Physical Review D. 2015; 91 (12):123001. doi:10.1103/PhysRevD.91.123001 - 37.
Urry, C. Megan; Padovani, Paolo. Unified schemes for radio‐loud active galactic nuclei. Publications of the Astronomical Society of the Pacific. 1995; 107 :803. doi:10.1086/133630 - 38.
Acero, F.; Ackermann, M.; Ajello, M.; Albert, A.; Atwood, W. B.; Axelsson, M.; et al. Fermi large area telescope third source catalog. The Astrophysical Journal Supplement Series. 2015; 218 (2):23, 41 pp. doi:10.1088/0067‐0049/218/2/23 - 39.
Rector, Travis A.; Stocke, John T.; Perlman, Eric S.; Morris, Simon L.; Gioia, Isabella M. The properties of the x‐ray‐selected EMSS sample of BL lacertae objects. The Astronomical Journal. 2000; 120 (4):1626–1647. doi:10.1086/301587 - 40.
Caccianiga, A.; Maccacaro, T.; Wolter, A.; Della Ceca, R.; Gioia, I. M. On the cosmological evolution of BL lacertae objects. The Astrophysical Journal. 2002; 566 (1):181–186. doi:10.10 86/338073 - 41.
Beckmann, V.; Engels, D.; Bade, N.; Wucknitz, O. The HRX‐BL Lac sample—evolution of BL lac objects. Astronomy and Astrophysics. 2003; 401 :927–938. doi:10.1051/0004‐6361: 20030184 - 42.
Padovani, P.; Giommi, P.; Landt, H.; Perlman, Eric S. The deep X‐ray radio blazar survey. III. Radio number counts, evolutionary properties and luminosity function of blazars. The Astrophysical Journal. 2007; 662 (1):182–198. doi:10.1086/516815 - 43.
Dunlop, J. S.; Peacock, J. A. The redshift cut‐off in the luminosity function of radio galaxies and quasars. Monthly Notices of the Royal Astronomical Society. 1990; 247 (1):19. - 44.
Ueda, Y.; Akiyama, M.; Ohta, K.; Miyaji, T. Cosmological evolution of the hard x‐ray active galactic nucleus luminosity function and the origin of the hard x‐ray background. The Astrophysical Journal. 2003; 598 (2):886–908. doi:10.1086/378940 - 45.
Hasinger, G.; Miyaji, T.; Schmidt, M. Luminosity‐dependent evolution of soft X‐ray selected AGN. New Chandra and XMM‐Newton surveys. Astronomy and Astrophysics. 2005; 441 (2):417–434. doi:10.1051/0004‐6361:20042134 - 46.
Strong, A. W.; Wolfendale, A. W.; Worrall, D. M.. Origin of the diffuse gamma ray background. Monthly Notices of the Royal Astronomical Society. 1976; 175 :23–27. doi:10.1093/mnras/175.1.23P - 47.
Pavlidou, V.; Fields, B. D. The guaranteed gamma‐ray background. The Astrophysical Journal. 2002; 575 (1):L5–L8. doi:10.1086/342670 - 48.
Inoue, Y. Contribution of gamma‐ray‐loud radio galaxies’ core emissions to the cosmic MeV and GeV gamma‐ray background radiation. The Astrophysical Journal. 2011; 733 (1):66, 9 pp. doi:10.1088/0004‐637X/733/1/66 - 49.
Casanova, S.; Dingus, B. L.; Zhang, B. Contribution of GRB emission to the GeV extragalactic diffuse gamma‐ray flux. The Astrophysical Journal. 2007; 656 (1):306–312. doi:10.1086/510613 - 50.
Faucher‐Giguère, Claude‐André; Loeb, Abraham. The pulsar contribution to the gamma‐ray background. Journal of Cosmology and Astroparticle Physics. 2010; 01 (01):005. doi:10.1088/1475‐7516/2010/01/005 - 51.
Loeb, A.; Waxman, E. Cosmic γ‐ray background from structure formation in the intergalactic medium. Nature. 2000; 405 (6783):156–158. - 52.
Totani, T.; Kitayama, T. Forming clusters of galaxies as the origin of unidentified GEV gamma‐ray sources. The Astrophysical Journal. 2000; 545 (2):572–577. doi:10.1086/317872 - 53.
Inoue, Y.; Totani, T.; Ueda, Y. The cosmic MeV gamma‐ray background and hard x‐ray spectra of active galactic nuclei: implications for the origin of hot AGN coronae. The Astrophysical Journal Letters. 2008; 672 (1): L5. doi:10.1086/525848 - 54.
Dar, A.; Shaviv, N. J. Origin of the high energy extragalactic diffuse gamma ray background. Physical Review Letters. 1995; 75 (17):3052–3055. doi:10.1103/PhysRevLett.75.3052 - 55.
Kalashev, O. E.; Semikoz, D. V.; Sigl, G. Ultrahigh energy cosmic rays and the GeV‐TeV diffuse gamma‐ray flux. Physical Review D. 2009; 79 (6): 063005. doi:10.1103/PhysRevD.79.063005 - 56.
Keshet, U.; Waxman, E.; Loeb, A. The case for a low extragalactic gamma‐ray background. Journal of Cosmology and Astroparticle Physics. 2004; 04 :006. doi:10.1088/1475‐7516/2004/04/006 - 57.
Moskalenko, I. V.; Porter, T. A. Isotropic gamma‐ray background: cosmic‐ray‐induced albedo from debris in the solar system? The Astrophysical Journal Letters. 2009; 692 (1):L54–L57. doi:10.1088/0004‐637X/692/1/L54 - 58.
Bergström, L.; Edsjö, J.; Ullio, P. Spectral gamma‐ray signatures of cosmological dark matter annihilations. Physical Review Letters. 2001; 87 (25):251301. doi:10.1103/PhysRevL ett.87.251301 - 59.
Ackermann, M.; Albert, A.; Anderson, B.; Baldini, L.; Ballet, J.; Barbiellini, G.; Bastieri, D.; Bechtol, K.; Bellazzini, R.; Bissaldi, E.; and 112 coauthors. Dark matter constraints from observations of 25 Milky Way satellite galaxies with the Fermi large area telescope. Physical Review D. 2014; 89 (4):042001. doi:10.1103/PhysRevD.89.042001 - 60.
Schmidt, M. Space distribution and luminosity functions of quasi‐stellar radio sources. The Astrophysical Journal. 1968; 151 :393. doi:10.1086/149446 - 61.
Marshall, H. L.; Tananbaum, H.; Avni, Y.; Zamorani, G.. Analysis of complete quasar samples to obtain parameters of luminosity and evolution functions. The Astrophysical Journal. 1983; 269 (1):35–41. doi:10.1086/161016 - 62.
Ajello, M.; Costamante, L.; Sambruna, R. M.; Gehrels, N.; Chiang, J.; Rau, A.; et al. The evolution of Swift/BAT Blazars and the origin of the MeV background. The Astrophysical Journal. 2009; 699 (1):603–625. doi:10.1088/0004‐637X/699/1/603 - 63.
Kochanek, C. S. The flat‐spectrum radio luminosity function, gravitational lensing, galaxy ellipticities and cosmology. The Astrophysical Journal. 1996; 473 :595. doi:10.1086/178175 - 64.
Fan, Z. H.; Liu, S. M.; Yuan, Q.; Fletcher, L. Lepton models for TeV emission from SNR RX J1713.7–3946. Astronomy and Astrophysics. 2010; 517 :L4, 4 pp. doi:10.1051/0004‐6361/201015169 - 65.
Neal, R. M. Probabilistic Inference Using Markov Chain Monte Carlo Methods, Technical Report. Department of Computer Science, Univ.Toronto: 1993 - 66.
Gamerman, D. Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference. Chapman and Hall: London; 1997 - 67.
Lewis, A.; Bridle, S. Cosmological parameters from CMB and other data: a Monte Carlo approach. Physical Review D. 2002; 66 (10):103511. doi:10.1103/PhysRevD.66.103511 - 68.
MacKay, D. J. C. Information theory, inference and learning algorithms[M]. Cambridge university press, 2003;P 640, ISBN-13: 978-0521642989 - 69.
Zhang, L.; Cheng, K. S.; Fan, J. H. The radio and gamma‐ray luminosities of blazars. Publications of the Astronomical Society of Japan. 2001; 53 (2):207–213. doi:10.1093/pasj/53.2.207 - 70.
Narumoto, T.; Totani, T. Gamma‐ray luminosity function of blazars and the cosmic gamma‐ray background: evidence for the luminosity‐dependent density evolution. Astrophysics and Space Science.2007; 309 (1–4):73–79. doi:10.1007/s10509‐007‐9453‐4 - 71.
Abazajian, K. N.; Blanchet, S.; Harding, J. P. Contribution of blazars to the extragalactic diffuse gamma‐ray background and their future spatial resolution. Physical Review D. 2011; 84 (10):103007. doi:10.1103/PhysRevD.84.103007 - 72.
Li, F.; Cao, X.‐W. BL Lacertae objects and the extragalactic γ‐ray background. Research in Astronomy and Astrophysics. 2011; 11 (8):879–887. doi:10.1088/1674‐4527/11/8/001 - 73.
Finke, J. D.; Razzaque, S.; Dermer, C. D. Modeling the extragalactic background light from stars and dust. The Astrophysical Journal. 2010; 712 (1):238–249. doi:10.1088/0004‐637X/712/1/238 - 74.
Domínguez, A.; Primack, J. R.; Rosario, D. J.; Prada, F.; Gilmore, R. C.; Faber, S. M.; et al. Extragalactic background light inferred from AEGIS galaxy‐SED‐type fractions. Monthly Notices of the Royal Astronomical Society. 2011; 410 (4):2556–2578. doi:10.1111/j.1365‐2966.2010.17631.x - 75.
Inoue, Y.; Inoue, S.; Kobayashi, M. A. R.; Makiya, R.; Niino, Y.; Totani, T. Extragalactic Background Light from hierarchical galaxy formation: gamma‐ray attenuation up to the epoch of cosmic reionization and the first stars. The Astrophysical Journal. 2013; 768 (2):197, 17 pp. doi:10.1088/0004‐637X/768/2/197 - 76.
Fan, Y. Z.; Dai, Z. G.; Wei, D. M. Strong GeV emission accompanying TeV blazar H1426+428. Astronomy and Astrophysics. 2004; 415 :483–486. doi:10.1051/0004‐6361:20034472 - 77.
Murase, K.; Takahashi, K.; Inoue, S.; Ichiki, K.; Nagataki, S. Probing intergalactic magnetic fields in the GLAST era through pair echo emission from TeV blazars. The Astrophysical Journal Letters. 2008; 686 (2): L67. doi:10.1086/592997 - 78.
Yang, C. Y.; Fang, J.; Lin, G. F.; Zhang, L.. Possible GeV Emission from TeV blazars. The Astrophysical Journal. 2008; 682 (2):767–774. doi:10.1086/589326 - 79.
Neronov, A.; Vovk, I. Evidence for strong extragalactic magnetic fields from Fermi observations of TeV blazars. Science. 2010; 328 (5974):73. doi:10.1126/science.1184192 - 80.
Tavecchio, F.; Ghisellini, G.; Foschini, L.; Bonnoli, G.; Ghirlanda, G.; Coppi, P. The intergalactic magnetic field constrained by Fermi/large area telescope observations of the TeV blazar 1ES0229+200. Monthly Notices of the Royal Astronomical Society: Letters. 2010; 406 (1):L70–L74. doi:10.1111/j.1745‐3933.2010.00884.x - 81.
Dermer, C. D.; Cavadini, M.; Razzaque, S.; Finke, J. D.; Chiang, J.; Lott, B. Time delay of cascade radiation for TeV blazars and the measurement of the intergalactic magnetic field. The Astrophysical Journal Letters. 2011; 733 (2):L21. doi:10.1088/2041‐8205/733/2/L21 - 82.
Huan, H.; Weisgarber, T.; Arlen, T.; Wakely, S. P.. A new model for gamma‐ray cascades in extragalactic magnetic fields. The Astrophysical Journal Letters. 2011; 735 (2):L28, 5 pp. doi:10.1088/2041‐8205/735/2/L28 - 83.
Inoue, Y.; Ioka, K. Upper limit on the cosmological gamma‐ray background. Physical Review D. 2012; 86 (2):023003. doi:10.1103/PhysRevD.86.023003 - 84.
Yan, D.; Zeng, H.; Zhang, L. Contribution from blazar cascade emission to the extragalactic gamma‐ray background: what role does the extragalactic magnetic field play? Monthly Notices of the Royal Astronomical Society. 2012; 422 (2):1779–1784. doi:10.1111/j.1365‐2966.2012.20752.x - 85.
Taylor, A. M.; Vovk, I.; Neronov, A. Extragalactic magnetic fields constraints from simultaneous GeV‐TeV observations of blazars. Astronomy & Astrophysics. 2011; 529 :A144, 9 pp. doi:10.1051/0004‐6361/201116441 - 86.
Ackermann, M.; Ajello, M.; Allafort, A.; Antolini, E.; Atwood, W. B.; et al. The second catalog of active galactic nuclei detected by the Fermi large area telescope. The Astrophysical Journal. 2011; 743 (2):171, 37 pp. doi:10.1088/0004‐637X/743/2/171 - 87.
Massaro. F.; Thompson, D. J.; Ferrara, E. C. The extragalactic gamma‐ray sky in the Fermi era. The Astronomy and Astrophysics Review. 2016; 24 :1. - 88.
Willott, C. J.; Rawlings, S.; Blundell, K. M.; Lacy, M.; Eales, S. A. The radio luminosity function from the low‐frequency 3CRR, 6CE and 7CRS complete samples. Monthly Notices of the Royal Astronomical Society. 2001; 322 (3):536–552. doi:10.1046/j.1365‐8711.2001.04101.x - 89.
Ackermann, M.; Ajello, M.; Allafort, A.; Baldini, L.; Ballet, J.; Bastieri, D.; et al. GeV observations of star‐forming galaxies with the Fermi large area telescope. The Astrophysical Journal. 2011; 755 (2):164, 23 pp. doi:10.1088/0004‐637X/755/2/164 - 90.
Ando, S.; Komatsu, E.; Narumoto, T.; Totani, T. Dark matter annihilation or unresolved astrophysical sources? Anisotropy probe of the origin of the cosmic gamma‐ray background. Physical Review D. 2007; 75 (6):063519. doi:10.1103/PhysRevD.75.063519 - 91.
Tavecchio, F.; Ghisellini, G.; Bonnoli, G.; Foschini, L. Extreme TeV blazars and the intergalactic magnetic field. Monthly Notices of the Royal Astronomical Society. 2011; 414 (4):3566–3576. doi:10.1111/j.1365‐2966.2011.18657.x - 92.
Venters, T. M.; Pavlidou, V. Probing the intergalactic magnetic field with the anisotropy of the extragalactic gamma‐ray background. Monthly Notices of the Royal Astronomical Society. 2013; 432 (4):3485–3494. doi:10.1093/mnras/stt697