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1Multi-messenger emissions on cosmic scales

Energy density, surface brightness, flux density and luminosity

An observable directly related to the energy density of an isotropic photon field is the sky surface brightness, from which all the foregrounds have been subtracted. Following the notation of Rybicki & Lightman (1986), the bolometric surface brightness or bolometric intensity, II, is defined as the energy passing through a surface dA\dd A during a time dt\dd t and from a solid angle dΩ\dd \Omega:

dE=IdAdtdΩ,\dd E = I \dd A \dd t \dd \Omega,

with [I]=Wm2sr1[I] = \mathrm{W}\,\mathrm{m}^{-2}\,\mathrm{sr}^{-1}.

The radiative energy density, ε\varepsilon, in a volume dV=cdtdA\dd V = c \dd t \dd A is such as dE=εdVdE = \varepsilon \dd V, so that the average intensity integrated over the sphere is

I=c4πεI = \frac{c}{4\pi} \varepsilon

Following again Rybicki & Lightman (1986), the energy density in a field of particles with momentum between pp and p+dpp + \dd p depends on the number of particles per phase volume, dN/d3xd3p\dd \mathcal{N}/\dd^3 x \dd^3 p as

ενdν=hνdNd3xd3p4πp2dp\varepsilon_\nu \dd \nu = h\nu \frac{\dd \mathcal{N}}{\dd^3 x \dd^3 p} 4\pi p^2 \dd p

dN/d3xd3p\dd \mathcal{N}/\dd^3 x \dd^3 p is invariant under a Lorentz transformation. Indeed dN\dd \mathcal{N} is countable and thus invariant. Under a boost (β,γ)(\beta, \gamma) along the x-axis from the coomving frame (K’) towards the observer’s frame (K), one finds dx=γ1dx\dd x = \gamma^{-1} \dd x' (length contraction) and dpx=γ(dpx+βdE)=γdpx\dd p_x = \gamma (\dd p_{x'} + \beta \dd E') = \gamma \dd p_{x}' for particles with fixed energy (total momentum fixed between pp and p+dpp + \dd p). Thus d3xd3p\dd^3 x \dd^3 p is invariant, quod erat demonstrandum.

One finds

Iνdν=hc(hν)3dNd3xd3pdνI_\nu \dd \nu = \frac{h}{c} (h\nu)^3 \frac{\dd \mathcal{N}}{\dd^3 x \dd^3 p} \dd \nu

so that

Iν/ν3Lorentz invariantI_\nu / \nu^3 \equiv \mathrm{Lorentz\ invariant}

The spectrum of the universe

The multi-messenger extragalactic spectrum. Adapted from this page.

Figure 1:The multi-messenger extragalactic spectrum. Adapted from this page.

The broadband emission from all galaxy populations is responsible for the spectrum of the universe shown in Figure 1. In particular, electromagnetic radiations include the cosmic radio background (CRB) from both active and star-forming galaxies, the cosmic infrared and optical backgrounds (CIB and COB) mostly from nucleosynthesis and dust emission, the cosmic X-ray background (CXB) from active galaxies and the cosmic gamma-ray background (CGB) from jetted active galaxies. The differential measurements of these cosmic backgrounds are of fundamental value: they reflect our knowledge of the distribution of light emitted by star formation, accretion and ejection integrated since the formation of the first astrophysical sources. Although these emissions are only a negligible part of the cosmic energy inventory, they provide us with a cosmological consistency test that is essential for understanding the content and evolution of the post-recombination universe Fukugita & Peebles, 2004.

The values indicated by vertical text in Figure 1 correspond to the energy density of each component, i.e. the integral of the specific intensity multiplied by 4π/c4\pi/c. In particular, it can be verified that the expected energy density from the nucleosynthesis and accretion processes calculated in the previous chapter, i.e. (13+1.5)×103eVm3{\sim}\,(13+1.5) \times 10^3\,\mathrm{eV}\,\mathrm{m^{-3}}, is found in its entirety in the COB and CIB. The energy density from ejection processes around supermassive black holes, expected at 3eVm3{\sim}\,3 \,\mathrm{eV}\,\mathrm{m^{-3}}, is found in the CGB.

The measurements shown in Figure 1 also quantify the degree of darkness of the night sky once the foregrounds are subtracted. It is the history of their emission that provides the solution to the Olbers paradox and the present intensity of these backgrounds that determines the darkness (or rather grayness) of the night sky. We can understand the extragalactic backgrounds at all electromagnetic wavelengths, the so-called extragalactic background light, using synthetic models of galaxy populations. Some unknowns in the extraglactic background light, including tensions between measurements, are nonetheless still the subject of active research. Light emission is fundamentally the result of decay, heating and acceleration of matter. We will explore in the following lessons the knowledge established with photons, in particular through multi-wavelength observations of gamma-ray sources, and to which extent this multi-wavelength knowledge allows us to understand extragalactic backgrounds observed today with other messengers, in particular the extragalactic neutrino background (ENB) between 3030\,TeV and 33\,PeV and the extragalactic cosmic-ray background (ECRB) between 200200\,PeV and 200200\,EeV.

Solution to Exercise 1
  1. We assume the photon field to be isotropic in the disc of Milky Way. Then, we can estimate the photon density as:
εOIR=4πcIOIR=4πcFOIRdΩcosθ\begin{align} \varepsilon_\mathrm{O-IR} &= \frac{4\pi}{c} I_\mathrm{O-IR} \nonumber \\ &= \frac{4\pi}{c} \frac{F_\mathrm{O-IR}}{\int \dd \Omega \cos \theta} \end{align}

where FOIRF_\mathrm{O-IR} is the net flux emitted from one side of the disc and dΩcosθ=2π01cosθdcosθ=π\int \dd \Omega \cos \theta = 2\pi \int_0^1 \cos \theta \dd \cos \theta = \pi. The total flux emitted by the two sides of the disc is 2FOIR=LOIRπR22F_\mathrm{O-IR} = \frac{L_\mathrm{O-IR}}{\pi R^2}, so that

εOIR=4πcIOIR=2cLOIRπR2=2cLOIRπR2(0.50.7)×106eVm3,\begin{align} \varepsilon_\mathrm{O-IR} &= \frac{4\pi}{c} I_\mathrm{O-IR} \\ &= \frac{2}{c} \frac{L_\mathrm{O-IR}}{\pi R^2} &= \frac{2}{c} \frac{L_\mathrm{O-IR}}{\pi R^2} &\approx (0.5-0.7) \times 10^{6} \,\mathrm{eV\,m}^{-3}, \end{align}

i.e. two-to-three times the energy density of the CMB.

εB=B22μ0(1100)1020×6.210182×4π×107eVm3(0.022)×106eVm3,\begin{align} \varepsilon_B & = \frac{B^2}{2\mu_0} \\ & \approx \frac{(1-100) \cdot 10^{-20} \times 6.2 \cdot 10^{18}}{2 \times 4\pi \times 10^{-7}} \,\mathrm{eV\,m}^{-3} \\ & \approx (0.02-2) \times 10^{6} \,\mathrm{eV\,m}^{-3}, \end{align}
  1. The local cosmic-ray intensity can be approximated as J(E)=J0(EE0)p=2×104GeV1m2s1sr1×(E1GeV)2.7J(E) = J_0 \left(\frac{E}{E_0} \right)^{-p} = 2 \times 10^4\, \mathrm{GeV^{-1}}\,\mathrm{m}^{-2}\,\mathrm{s}^{-1}\,\mathrm{sr}^{-1}\times \left(\frac{E}{1\,\mathrm{GeV}} \right)^{-2.7}.

Considering the cosmic-ray velocity to be near the speed of light (which is wrong near 11\,GeV), the energy density of cosmic rays in the Milky Way above E0=1GeVmpc2E_0 = 1\,\mathrm{GeV} \approx m_p c^2 can be approximated by

εCR=4πcE0dE EJ(E)=4πcE02J0p21.2×106eVm3\begin{align} \varepsilon_\mathrm{CR} &= \frac{4\pi}{c} \int_{E_0} \dd E\ E J(E) \\ &= \frac{4\pi}{c} \frac{E_0^2 J_0}{p-2} \\ &\approx 1.2 \times 10^{6} \,\mathrm{eV\,m}^{-3} \end{align}

Interestingly, the three components are close to equipartition.

The spectrum, composition and arrival directions of cosmic rays

The top panel in Figure 3 shows the same cosmic ray spectrum as in Figure 2 multiplied by a power law of index 2.7 in order to better see the different spectral breaks: E2.7J(E)E^{2.7}J(E) is shown as a function of EE. Between the hip at a few hundred GeV and the knee at E35E \approx 3-5\,PeV, the cosmic-ray flux is well described to first order by a power law J(E)E2.7J(E) \propto E^{-2.7}, followed by a break in slope around E150E \approx 150\,PeV corresponding to a softening of the spectrum (intensity decreasing more rapidly with energy), called the second knee. We will return to the link between the first and second knees in section 2.2. At higher energies, around 55\,EeV, we observe a hardening of the spectrum (intensity decreasing less rapidly with energy) followed finally by a softening of the spectrum around 5050\,EeV in the cut-off region.

The second panel in Figure 3 shows the evolution of the mean logarithm of the atomic mass, AA, of the observed cosmic rays as a function of energy. This logarithmic quantity is close to the observables reconstructed with the dedicated instruments. We observe that, on average, lnA0\ln A \approx 0 up to a few tens of GeV, i.e. the composition is dominated by protons. The composition is proton and helium up to the knee, then becomes heavier, possibly containing some iron at the second knee. The measurements between the second knee and the ankle are too sparse to be shown in the figure. Beyond the ankle, the composition becomes heavier again, ranging from helium to a mass close to that of the nuclei of carbon, nitrogen and oxygen.

Simplified view of the cosmic-ray observables. The local cosmic-ray spectrum is scaled to a power E^{2.7} in panel (a) to enhance the features. The mean logarithmic of cosmic-rays is shown in panel (b). Note that \ln A_\mathrm{H} = 0, \ln A_\mathrm{C} \approx 2.5 and \ln A_\mathrm{Fe} \approx 4. The dipole amplitude and right-ascension are displayed in panels (c) and (d), which also includes the right ascension of the Galactic Center. Adapted from .

Figure 3:Simplified view of the cosmic-ray observables. The local cosmic-ray spectrum is scaled to a power E2.7E^{2.7} in panel (a) to enhance the features. The mean logarithmic of cosmic-rays is shown in panel (b). Note that lnAH=0\ln A_\mathrm{H} = 0, lnAC2.5\ln A_\mathrm{C} \approx 2.5 and lnAFe4\ln A_\mathrm{Fe} \approx 4. The dipole amplitude and right-ascension are displayed in panels (c) and (d), which also includes the right ascension of the Galactic Center. Adapted from Becker Tjus & Merten (2020).

The third and fourth panels show the amplitude and right-ascension direction (see Figure 4) of the dipolar component of the cosmic-ray flux as a function of energy. As shown in the third panel and in Figure 5, the amplitude of the dipole around 1010\,TeV relative to that of the monopole (isotropic component) is of the order of 10-3. This amplitude increases with energy in the range in which it is measured, reaching around ten per cent above the ankle.

The cosmic-ray relative flux, \frac{\phi(\vec n)}{\phi_\mathrm{iso}}-1 at energies above {\sim}\,10 \,TeV in equatorial coordinates, smoothed on a 5^\circ angular scale. Adapted by  from .

Figure 5:The cosmic-ray relative flux, ϕ(n)ϕiso1\frac{\phi(\vec n)}{\phi_\mathrm{iso}}-1 at energies above 10{\sim}\,10 \,TeV in equatorial coordinates, smoothed on a 55^\circ angular scale. Adapted by Becker Tjus & Merten (2020) from Ahlers & Mertsch (2017).

Observations of cosmic rays, dissected in terms of flux, composition and arrival direction, suggest the following paradigm. Cosmic rays are mainly of Galactic origin (i.e. from the Milky Way) up to the second knee. This is corroborated by the mean right ascension of their arrival directions aligned with that of the Galactic Centre around PeV energies. At lower energies, around 1010\,TeV, these cosmic rays are affected by local magnetic fields, in particular those of the Local Bubble that extends to a few hundred pc around the Sun and is thought to have originated in a past supernova explosion.

Beyond the ankle, cosmic rays are too energetic to be confined by the Milky Way’s magnetic field. These cosmic rays are extragalactic, i.e. they come from galaxies other than our own. This is supported by the large and increasing amplitude of the dipole above 55\,EeV and by their arrival directions, which are in relatively good agreement with the direction expected from the distribution of galaxies within a few hundred Mpc.

The origin of cosmic rays between the second knee and the ankle, whether Galactic or extragalactic, remains an unsolved problem to this day.

2Candidate sources for cosmic-ray production

Known gamma-ray emitters with and without jets

Bestiary of sources

It is difficult to see the sources of cosmic rays directly on the sky, as cosmic rays are charged nuclei and are therefore deflected by the magnetic fields they pass through. Only anisotropies on angular scales of more than ten degrees have been evidenced to date with cosmic rays. However, we can search for such sources using the neutral messengers that are photons. Gamma rays are now observed up to the PeV energy range. The most complete gamma-ray sky map to date is that obtained by the Fermi-LAT satellite in the GeV range, which is shown in Galactic coordinates in Figure 6.

Skymap in Galactic coordinates of the excess of gamma-rays with energies above 1\,GeV from 5 years of observations with Fermi-LAT. From this page.

Figure 6:Skymap in Galactic coordinates of the excess of gamma-rays with energies above 11\,GeV from 5 years of observations with Fermi-LAT. From this page.

In this spherical coordinate system, the Galactic centre is in the middle of the map and the Galactic plane separates the northern and southern hemispheres. Most of the sources observed at GeV energies are located outside the Galactic Plane. They are mainly jetted active galactic nuclei, the brightest of which are blazars whose axis of emission is aligned with the line of sight, while the others are radio galaxies. The extragalactic universe in gamma rays is also populated by a dozen or so detected starburst galaxies, whose rate of star formation per unit stellar mass exceeds that of our Galaxy: more short-lived massive stars are formed there and end their lives in supernovae. Several hundred gamma-ray bursts have finally been detected in the extragalctic sky, mainly long gamma-ray bursts from explosions of massive stars, up to redshift z>4z>4.

Diffuse emissions from our Galaxy can be seen firstly along the Galactic plane and secondly as peanut-shaped emissions on either side of the Galactic centre: the Fermi bubbles. These bubbles have a similar morphology to those observed in microwaves by the WMAP and Planck satellites and in X-rays by the eROSITA satellite. These large-scale structures are evidence of the past acceleration of cosmic rays in the Milky Way and of the diffusion of these charged particles in the Galactic magnetic field.

Finally, our Galaxy is populated by a myriad of stellar-sized sources. Hollow shells are the remains of supernovae (of which there are two types: core-collapse and thermonuclear, also known as SN1a). Core-collapse supernovae can leave a highly magnetised neutron star in their core after their explosion, which is known as a pulsar. The winds from these pulsars, known as pulsar wind nebulae, fill the space left by the supernova explosion and accelerate electrons and positrons, which re-radiate gamma rays. In more advanced stages of their lives, the diffusion of particles around the pulsar can even lead to extended emission over several degrees, known as TeV halos. Our galaxies also contain numerous gamma-ray sources arising from binary systems: recurrent nova, X-ray binaries and even microquasars, which are the stellar-scale analogue of the jetted active galactic nuclei.

Relativistic beaming

The existence of emission zones with a bulk velocity (relative to the central compact object) approaching the speed of light can be illustrated by the apparent superluminal motion of plasma blobs in astrophysical jets. This apparent velocity exceeding the speed of light is an effect that can be explained by purely geometrical arguments based on classical physics, as the following exercise illustrates.

Solution to Exercise 2
  1. Following the notations in figure 8, the apparent velocity, vappv_\mathrm{app}, of the plasma blob is given by
vapp=Lt2t1=Lti,2ti,1d1d2c=HsinθH/vHcosθ/c=vsinθ1vccosθ,\begin{align} v_\mathrm{app} &= \frac{L}{t_2-t_1} \\ &= \frac{L}{t_{i,2}-t_{i,1} - \frac{d_1-d_2}{c}} \\ &= \frac{H\sin\theta}{H/v - H\cos\theta/c} \\ &= \frac{v\sin\theta}{1 - \frac{v}{c}\cos\theta}, \end{align}

where vv is the physical speed of the plasma blob along the jet in the observer’s frame.

  1. Using β=vc\beta = \frac{v}{c} and t=tan(θ/2)t = \tan(\theta/2), together with standard trigonometry gives:
    vapp=2tβ1+t2(1t2)βv_\mathrm{app} = \frac{2t\beta }{1+t^2 - (1-t^2)\beta}
    So that after a bit of algebra, an apparent speed that is equal to a fraction kk of the speed of light reads
    vapp=kc[(1+β)tβ/k]2=(β/k1/Γ)×(β/k+1/Γ),v_\mathrm{app} = kc \Leftrightarrow \Big[(1+\beta)t - \beta/k\Big]^2 = (\beta/k - 1/\Gamma) \times (\beta/k + 1/\Gamma),
    where Γ=1/1β2\Gamma = 1/\sqrt{1-\beta^2} is the Lorentz factor of the plasma blob.

The right-hand-side equation as a solution if and only if β/k1/Γ0\beta/k - 1/\Gamma \geq 0 i.e. kΓβk \leq \Gamma\beta. As k=vapp/ck = v_\mathrm{app}/c and β<1\beta < 1, one gets Γ>vapp/c\Gamma > v_\mathrm{app}/c i.e. a Lorentz factor larger than 4 for the jet of the active galactic nucleus 3C 279.

Schematic modeling of the radio knot.

Figure 8:Schematic modeling of the radio knot.

The relativistic motion of the plasma blob in jetted astrophysical sources results in anisotropic emission. The motion also increases the energy of the photons and the intensity of the radiation as the region moves towards the observer. The textbook derivation of this relativistic Doppler effect is based on velocity transformations. Alternatively, we use here a more straightforward approach based on the transformation of the energy of an emitted photon.

Assume an isotropic emission of energy EE' in the frame that is comoving with the emitting region, with corresponding four-momentum [E,pxc,pyc,pzc][E' , p_x'c, p_y'c, p_z'c]. The observer receives photons of energy EE in the lab frame along the xx direction, so the observed four-momentum is [E,pxc=E,pyc=0,pzc=0][E, p_xc = E, p_yc = 0, p_zc = 0]. We can get from one frame to the other by a Lorentz-boost (Γ,Γβ)(\Gamma, \Gamma \vec{\beta}) of the emitting region and a rotation by an angle θ from the direction of motion, i.e.

[Epxcpycpzc]=[ΓΓβΓβΓ11][1cosθsinθsinθcosθ1][EE00]\begin{bmatrix} E' \\ p_x'c \\ p_y'c \\ p_z'c \end{bmatrix} = \begin{bmatrix} \Gamma & - \Gamma \beta & & \\ - \Gamma \beta & \Gamma & & \\ & & 1 & \\ & & & 1 \\ \end{bmatrix} \begin{bmatrix} 1 & & & \\ & \cos \theta & -\sin \theta & \\ & \sin \theta & \cos \theta & \\ & & & 1 \\ \end{bmatrix} \begin{bmatrix} E \\ E \\ 0 \\ 0 \end{bmatrix}

The first space-like component reads pxc=ΓE(cosθβ)p_x'c = \Gamma E(\cos\theta-\beta). Photons emitted in the forward direction px>0p_x'>0 thus reach the observer within a cone defined by cosθ>β\cos\theta > \beta. In the ultra-relativistic limit, this inequality reads 1θ2/2>11/(2Γ2)1-\theta^2/2 > 1 - 1/(2\Gamma^2), which defines a cone of half-opening angle θ<1/Γ\theta < 1 /\Gamma. This corresponds to a half-opening angle θmax=1Γ6×(Γ10)1\theta_\mathrm{max} = \frac{1}{\Gamma} \approx 6^\circ \times \big( \frac{\Gamma}{10} \big)^{-1}.

The time-like component equation reads E=ΓE(1βcosθ)E' = \Gamma E (1-\beta\cos\theta). Thus, in the observer’s frame, the energy is enhanced by a Doppler factor δ=E/E\delta = E / E' i.e.

δ=1Γ(1βcosθ).\delta = \frac{1}{\Gamma(1-\beta\cos\theta)}.

This increase in energy E=hνE=h\nu corresponds to an increase in frequency and therefore to a shortening of the observed time scales by a factor δ. In the ultra-relativistic limit and for a jet nearly aligned with the line of site (blazar-like source), this correspond to an energy enhancement or a time shortening by a factor δ1Γ(1[11/(2Γ2)])2Γ\delta \approx \frac{1}{\Gamma\big(1-[1-1/(2\Gamma^2)]\big)} \approx 2 \Gamma that is δ10×(Γ5)\delta \approx 10 \times \big( \frac{\Gamma}{5} \big).

The specific intensity of the source, i.e. its brightness, is also enhanced. As Iν/ν3I_\nu/\nu^3 is Lorentz invariant, the specific intensity is enhanced by a factor δ3\delta^3 and the bolometric intensity, I=0+IνdνI = \int_0^{+\infty} I_\nu \dd \nu, is enhanced by a factor δ410,000×(Γ5)4\delta^4 \approx 10,000 \times \big( \frac{\Gamma}{5} \big)^4.

Solution to Exercise 3
  1. Each shell reaches a radius ri=vi(tti)r_i = v_i(t-t_i), with i=1,2i=1,2 and t2t1=Δtvart_2-t_1 = \Delta t_\mathrm{var}. The internal shock occurs at a distance r=r1=r2r=r_1=r_2 and time t=t1+r/v1=t2+r/v2t = t_1 + r/v_1 = t_2 + r/v_2. Then, Δtvar=r×(1/v11/v2)\Delta t_\mathrm{var} = r\times(1/v_1 - 1/v_2), i.e.
r=Δtvarv1v2v2v1=cΔtvarβ1β2Γ2cΔtvar for Γ1.\begin{align} r &= \Delta t_\mathrm{var} \frac{v_1v_2}{v_2-v_1}\\ &= c\Delta t_\mathrm{var}\frac{\beta}{1-\beta}\\ &\approx 2\Gamma^2 c\Delta t_\mathrm{var} \mathrm{\ for\ } \Gamma\gg 1. \end{align}
  1. The optical depth is the product of a distance, a target density and a cross section. This pure number that quantifies the probability of interaction is Lorentz invariant. We can calculate its value in the isotropic emission frame: τγγ=τγγ=nΔrσγγ\tau_{\gamma\gamma} = \tau_{\gamma\gamma}' = n' \Delta r' \sigma_{\gamma\gamma}, where the distance is Δr=cΔtvar\Delta r'= c \Delta t_\mathrm{var}' (causality argument) and where target photon density is n=εhν=1hν4πcI=1hν4πcL4π(Δr)2n' = \frac{\varepsilon}{h\nu'} = \frac{1}{h\nu'} \frac{4\pi}{c}I' = \frac{1}{h\nu'} \frac{4\pi}{c} \frac{L'}{4\pi (\Delta r')^2}. This yields an optical depth:
τγγ=Lσγγhνc2Δtvar=Lσγγ/c2δ5mec2Δtvar, where δ2Γ is the Doppler factor\begin{align} \tau_{\gamma\gamma} &= \frac{L'\sigma_{\gamma\gamma}}{h\nu' c^2 \Delta t_\mathrm{var}'}\\ &= \frac{L\sigma_{\gamma\gamma}/c^2}{\delta^5 m_e c^2 \Delta t_\mathrm{var}}, \mathrm{\ where\ }\delta \approx 2\Gamma \mathrm{\ is\ the\ Doppler\ factor} \end{align}
  1. The region is partly transparent to photons for τγγ<1\tau_{\gamma\gamma} < 1, i.e. for
δ>(Lσγγ/c2mec2Δtvar)15>(1044×0.1×1028/(3×108))20.5×106×1.6×1019×102)15400,\begin{align} \delta &> \Big( \frac{L\sigma_{\gamma\gamma}/c^2}{m_e c^2 \Delta t_\mathrm{var}} \Big)^\frac{1}{5}\\ &> \Big( \frac{10^{44}\times 0.1\times 10^{-28}/(3\times 10^8))^2}{0.5 \times 10^6 \times 1.6 \times 10^{-19} \times 10^{-2}} \Big)^\frac{1}{5}\\ &\gtrsim 400, \end{align}

which corresponds to Γ200\Gamma \gtrsim 200 in the ultrarelativistic limit.

Injecting this lower bound on the Lorentz factor into the solution to question 1 yields r2×1011r \gtrsim 2 \times 10^{11}\,m i.e. about 1 A.U.

References
  1. Rybicki, G. B., & Lightman, A. P. (1986). Radiative Processes in Astrophysics.
  2. Fukugita, M., & Peebles, P. J. E. (2004). The Cosmic Energy Inventory. \apj, 616(2), 643–668. 10.1086/425155
  3. Becker Tjus, J., & Merten, L. (2020). Closing in on the origin of Galactic cosmic rays using multimessenger information. \physrep, 872, 1–98. 10.1016/j.physrep.2020.05.002
  4. Ahlers, M., & Mertsch, P. (2017). Origin of small-scale anisotropies in Galactic cosmic rays. Progress in Particle and Nuclear Physics, 94, 184–216. 10.1016/j.ppnp.2017.01.004