Cosmic Rays in Galaxy Clusters: Simulations and Perspectives
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- Dorcas Anthony
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1 Cosmic Rays in Galaxy Clusters: Simulations and Perspectives 1 in collaboration with Volker Springel 2, Torsten Enßlin 2 1 Canadian Institute for Theoretical Astrophysics, Canada 2 Max-Planck Institute for Astrophysics, Germany February, 7 27 / Carnegie Mellon University Astrophysics Seminar
2 Outline Introduction to galaxy clusters 1 Introduction to galaxy clusters Properties of galaxy clusters Physical processes in simulations Cosmic ray physics 2 Cosmic ray acceleration Radiative high-resolution cluster simulations Modified X-ray emission and Sunyaev-Zel dovich effect 3 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
3 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Observational properties of galaxy clusters Exploring complementary methods for studying cluster formation Each frequency window is sensitive to different processes and cluster properties: optical: gravitational lensing of background galaxies, galaxy velocity dispersion measure gravitational mass X-ray: thermal plasma emission, F X n 2 th Tth thermal gas with abundances, cluster potential, substructure Sunyaev-Zel dovich effect: IC up-scattering of CMB photons by thermal electrons, F SZ p th cluster velocity, turbulence, high-z clusters radio synchrotron halos: F synchro ε B ε CRe magnetic fields, CR electrons, shock waves diffuse γ-ray emission: F γ n th n CRp CR protons
4 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Observational properties of galaxy clusters Exploring complementary methods for studying cluster formation Each frequency window is sensitive to different processes and cluster properties: optical: gravitational lensing of background galaxies, galaxy velocity dispersion measure gravitational mass X-ray: thermal plasma emission, F X n 2 th Tth thermal gas with abundances, cluster potential, substructure Sunyaev-Zel dovich effect: IC up-scattering of CMB photons by thermal electrons, F SZ p th cluster velocity, turbulence, high-z clusters radio synchrotron halos: F synchro ε B ε CRe magnetic fields, CR electrons, shock waves diffuse γ-ray emission: F γ n th n CRp CR protons
5 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Observational properties of galaxy clusters Exploring complementary methods for studying cluster formation Each frequency window is sensitive to different processes and cluster properties: optical: gravitational lensing of background galaxies, galaxy velocity dispersion measure gravitational mass X-ray: thermal plasma emission, F X n 2 th Tth thermal gas with abundances, cluster potential, substructure Sunyaev-Zel dovich effect: IC up-scattering of CMB photons by thermal electrons, F SZ p th cluster velocity, turbulence, high-z clusters radio synchrotron halos: F synchro ε B ε CRe magnetic fields, CR electrons, shock waves diffuse γ-ray emission: F γ n th n CRp CR protons
6 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Observational properties of galaxy clusters Exploring complementary methods for studying cluster formation Each frequency window is sensitive to different processes and cluster properties: optical: gravitational lensing of background galaxies, galaxy velocity dispersion measure gravitational mass X-ray: thermal plasma emission, F X n 2 th Tth thermal gas with abundances, cluster potential, substructure Sunyaev-Zel dovich effect: IC up-scattering of CMB photons by thermal electrons, F SZ p th cluster velocity, turbulence, high-z clusters radio synchrotron halos: F synchro ε B ε CRe magnetic fields, CR electrons, shock waves diffuse γ-ray emission: F γ n th n CRp CR protons
7 Coma cluster: member galaxies Properties of galaxy clusters Physical processes in simulations Cosmic ray physics optical emission, (credit: Kitt Peak) infra-red emission, (credit: ISO)
8 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Coma cluster: (non-)thermal plasma thermal X-ray emission, (credit: S.L. Snowden/MPE/ROSAT) radio synchrotron emission, (credit: B.Deiss/Effelsberg)
9 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Dynamical picture of cluster formation structure formation in the ΛCDM universe predicts the hierarchical build-up of dark matter halos from small scales to successively larger scales clusters of galaxies currently sit atop this hierarchy as the largest objects that have had time to collapse under the influence of their own gravity cluster are dynamically evolving systems that have not finished forming and equilibrating, τ dyn 1 Gyr two extreme dynamical states of galaxy clusters: merging clusters and cool core clusters, which are relaxed systems where the central gas develops a dense cooling core due to the short thermal cooling times
10 Radiative simulations flowchart Properties of galaxy clusters Physical processes in simulations Cosmic ray physics
11 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Radiative simulations with cosmic ray (CR) physics
12 Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Radiative simulations with extended CR physics
13 Philosophy and description Properties of galaxy clusters Physical processes in simulations Cosmic ray physics An accurate description of CRs should follow the evolution of the spectral energy distribution of CRs as a function of time and space, and keep track of their dynamical, non-linear coupling with the hydrodynamics. We seek a compromise between capturing as many physical properties as possible requiring as little computational resources as necessary Assumptions: protons dominate the CR population a momentum power-law is a typical spectrum CR energy & particle number conservation
14 Philosophy and description Properties of galaxy clusters Physical processes in simulations Cosmic ray physics An accurate description of CRs should follow the evolution of the spectral energy distribution of CRs as a function of time and space, and keep track of their dynamical, non-linear coupling with the hydrodynamics. We seek a compromise between capturing as many physical properties as possible requiring as little computational resources as necessary Assumptions: protons dominate the CR population a momentum power-law is a typical spectrum CR energy & particle number conservation
15 Philosophy and description Properties of galaxy clusters Physical processes in simulations Cosmic ray physics An accurate description of CRs should follow the evolution of the spectral energy distribution of CRs as a function of time and space, and keep track of their dynamical, non-linear coupling with the hydrodynamics. We seek a compromise between capturing as many physical properties as possible requiring as little computational resources as necessary Assumptions: protons dominate the CR population a momentum power-law is a typical spectrum CR energy & particle number conservation
16 CR spectral description Properties of galaxy clusters Physical processes in simulations Cosmic ray physics f (p) = q(ρ) = C(ρ) = dn dp dv = C p α θ(p q) ( ρ ρ ) 1 3 q ( ρ ρ ) α+2 3 C p = P p /m p c n CR = C q1 α α 1 P CR = C ( mpc2 6 B α q 2 2, 3 α ) 2
17 Thermal & CR energy spectra Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Kinetic energy per logarithmic momentum interval: 1 ev 1 kev.1mev dtcr/d log p= p T p(p) f (p) in mp c α=2.2 α=2. α= p
18 Radiative cooling Properties of galaxy clusters Physical processes in simulations Cosmic ray physics Cooling of primordial gas: Cooling of cosmic rays: 1. n =.1 cm τ cool [ Gyr ].1 τ cool [ Gyr ] n =.1 cm T [ K ] q
19 Cosmic rays in clusters flowchart Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect
20 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Observations of cluster shock waves 1E 67-6 ( Bullet cluster ) (NASA/SAO/CXC/M.Markevitch et al.) Abell 3667 (radio: Austr.TC Array. X-ray: ROSAT/PSPC.)
21 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Abell 226: giant radio relic & small halo X-ray (red) & radio (blue, contours) fractional polarization in colour Clarke & Enßlin (26)
22 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Diffusive shock acceleration Fermi 1 mechanism (1) conditions: a collisionless shock wave magnetic fields to confine energetic particles plasma waves to scatter energetic particles particle diffusion supra-thermal particles mechanism: supra-thermal particles diffuse upstream across shock wave each shock crossing energizes particles through momentum transfer from recoil-free scattering off the macroscopic scattering agents momentum increases exponential with number of shock crossings number of particles decreases exponential with number of crossings power-law CR distribution
23 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Diffusive shock acceleration Fermi 1 mechanism (1) conditions: a collisionless shock wave magnetic fields to confine energetic particles plasma waves to scatter energetic particles particle diffusion supra-thermal particles mechanism: supra-thermal particles diffuse upstream across shock wave each shock crossing energizes particles through momentum transfer from recoil-free scattering off the macroscopic scattering agents momentum increases exponential with number of shock crossings number of particles decreases exponential with number of crossings power-law CR distribution
24 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Diffusive shock acceleration Fermi 1 mechanism (2) Spectral index depends on the Mach number of the shock, M = υ shock /c s : log f strong shock weak shock kev 1 GeV log p
25 Gravitational heating by shocks Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect The "cosmic web" today. Left: the projected gas density in a cosmological simulation. Right: gravitationally heated intracluster medium through cosmological shock waves.
26 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Cosmological Mach numbers: weighted by ε diss y [ h -1 Mpc ] 6 4 M εdiss los εdiss los x [ h -1 Mpc ] 1
27 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Cosmological Mach numbers: weighted by ε CR y [ h -1 Mpc ] 6 4 M εcr los εcr los x [ h -1 Mpc ] 1
28 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Cosmological Mach number statistics [ 1 ergs (h 1 Mpc) 3 ] d 2 εdiss(a,m) d log a d logm 1 9 z = 9.2 z = 8.1 z = z = 6.1 z =.1 z = 4.1 z = z = 2. z = 1. z =. 1 6 z = Mach numberm more energy is dissipated at later times mean Mach number decreases with time
29 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Cosmological statistics: CR acceleration [ 1 ergs (h 1 Mpc) 3 ] d 2 εdiss(a,m) d log a d logm 1 9 z = 9.2 z = 8.1 z = z = 6.1 z =.1 z = 4.1 z = z = 2. z = 1. z =. 1 6 z = Mach numberm [ 1 ergs (h 1 Mpc) 3 ] dεdiss,cr(m) d logm dεdiss(m)/(d logm) dεcr(m)/(d logm) all shocks δgas > 1, internal δgas < 1, external Mach numberm more energy is dissipated in weak shocks internal to collapsed structures than in external strong shocks non-radiative simulations: injected CR energy inside cluster makes up only a small fraction of the total dissipated energy
30 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Radiative simulations with extended CR physics
31 Introduction to galaxy clusters Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Radiative cool core cluster simulation: gas density y [ h -1 Mpc ] δgas x [ h -1 Mpc ]
32 Introduction to galaxy clusters Mass weighted temperature 1 1 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect 1 8 y [ h -1 Mpc ] <( 1 + δ gas ) T > [ K ] x [ h -1 Mpc ] 1
33 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Mach number distribution weighted by ε diss y [ h -1 Mpc ] - M εdiss/ εdiss x [ h -1 Mpc ] 1
34 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Relative CR pressure P CR /P total y [ h -1 Mpc ] PCR/Ptot ρgas / ρgas x [ h -1 Mpc ] 1-2
35 4 2-2 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Relative CR pressure P CR /P total y [ h -1 Mpc ] 1-1 PCR/Ptot ρgas / ρgas x [ h -1 Mpc ] 1-2
36 Introduction to galaxy clusters Thermal X-ray emission Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect y [ h -1 Mpc ] S X [ erg cm -2 s -1 h 3 ] y [ h -1 Mpc ] S X [ erg cm -2 s -1 h 3 ] x [ h -1 Mpc ] x [ h -1 Mpc ] 1 ** large, merging cluster, M vir 1 1 M /h small, cool core cluster, M vir 1 14 M /h
37 Introduction to galaxy clusters Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Difference map of S X : S X,CR S X,th y [ h -1 Mpc ] S X difference map: S X,CR - S X,th y [ h -1 Mpc ] S X difference map: S X,CR - S X,th L X / L X (r > h -1 kpc ) = 9 % x [ h -1 Mpc ] L X / L X (r > h -1 kpc ) = 26 % x [ h -1 Mpc ] large, merging cluster, M vir 1 1 M /h small, cool core cluster, M vir 1 14 M /h
38 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Softer effective adiabatic index of composite gas 1.7 radiative simulation 1.6 γ eff R [ h -1 kpc ]
39 Introduction to galaxy clusters Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Compton y parameter in radiative cluster simulation y [ h -1 Mpc ] 1 - Compton y y [ h -1 Mpc ]. 1-6 Compton y x [ h -1 Mpc ] x [ h -1 Mpc ] large, merging cluster, M vir 1 1 M /h small, cool core cluster, M vir 1 14 M /h
40 Introduction to galaxy clusters -1 1 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Compton y difference map: y CR y th y [ h -1 Mpc ] Compton-y difference map: y CR - y th y [ h -1 Mpc ] Compton-y difference map: y CR - y th -1 1 x [ h -1 Mpc ] Y / Y = - 1.6% x [ h -1 Mpc ] Y / Y = -.8% large, merging cluster, M vir 1 1 M /h small, cool core cluster, M vir 1 14 M /h
41 Cosmic ray acceleration Radiative cluster simulations Modified X-ray emission and SZ effect Pressure profiles with and without CRs P CR, P th [Code units] R [ h -1 kpc ]
42 Exploring the memory of structure formation Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission So far, we were asking how the CR pressure modifies thermal cluster observables such as the X-ray emission and the Sunyaev-Zel dovich effect of clusters. These processes tell us only very indirectly (if at all) about the history of structure formation. In contrast, non-thermal processes retain their cosmic memory since their particle population is not in equilibrium. How can we read out this information about non-thermal populations? new era of multi-frequency experiments, e.g.: LOFAR: European interferometric array of radio telescopes at low frequencies (ν (1 24) MHz) Astrosat: Indian satellite that images soft and hard X-rays (E (.3 1) kev) Glast: international high-energy γ-ray space mission (E (.2 3) GeV)
43 Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Hadronic cosmic ray proton interaction
44 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Expected hadronic γ-ray flux of the Perseus cluster IC emission of secondary CRes (B = ), π -decay induced γ-ray emission: dfγ/deγ [X EGRET CRp γ cm 2 s 1 GeV 1 ] α p = 2.1 α p = 2.3 α p = 2. α p = E γ [GeV]
45 Cosmic rays and radiative processes Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
46 Cosmic rays and radiative processes Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
47 Cosmic rays and radiative processes Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
48 Cosmic rays and radiative processes Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
49 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Abell 226: giant radio relic & small halo X-ray (red) & radio (blue, contours) fractional polarization in colour Clarke & Enßlin (26)
50 Introduction to galaxy clusters Cosmic web: density 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] δgas x [ h -1 Mpc ]
51 Introduction to galaxy clusters Cosmic web: Mach number 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission 1 1 y [ h -1 Mpc ] - M εdiss/ εdiss x [ h -1 Mpc ] 1
52 Introduction to galaxy clusters Radio web: primary CRe (1.4 GHz) 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
53 Introduction to galaxy clusters Radio web: primary CRe (1 MHz) 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
54 Introduction to galaxy clusters Radio web: primary CRe (1 MHz) 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
55 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Radio web: primary CRe (1 MHz), slower magnetic decline y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
56 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Models for radio synchrotron halos in clusters Halo characteristics: smooth unpolarized radio emission at scales of 3 Mpc. Different CR electron populations: Primary accelerated CR electrons: synchrotron/ic cooling times too short to account for extended diffuse emission Re-accelerated CR electrons through resonant interaction with turbulent Alfvén waves: possibly too inefficient, no first principle calculations (Jaffe 1977, Schlickeiser 1987, Brunetti 21) Hadronically produced CR electrons in inelastic collisions of CR protons with the ambient gas (Dennison 198, Vestrad 1982, Miniati 21, Pfrommer 24)
57 Cosmic rays and radiative processes Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission
58 Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Radio halos: secondary CRe (1 MHz) y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
59 Introduction to galaxy clusters Radio web + halos 1 MHz 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] S ν [ mjy arcmin -2 h 3 ] x [ h -1 Mpc ] 1-8
60 Introduction to galaxy clusters Radio web + halos: spectral index 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] α ν x [ h -1 Mpc ] -1.4
61 Introduction to galaxy clusters Thermal X-ray emission 1 Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission y [ h -1 Mpc ] S X [ erg cm -2 s -1 h 3 ] x [ h -1 Mpc ] 1-9
62 Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Hadronic γ-ray emission, E γ > 1 MeV y [ h -1 Mpc ] S γ (1 MeV, 1 GeV) [ γ cm -2 s -1 h 3 ] x [ h -1 Mpc ] 1-1
63 Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Inverse Compton emission, E IC > 1 MeV y [ h -1 Mpc ] S IC,total (1 MeV, 1 GeV) [ γ s -1 cm -2 ] x [ h -1 Mpc ] 1-1
64 Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission Inverse Compton emission, E IC > 1 kev y [ h -1 Mpc ] S IC,total (1 kev, 1 kev) [ γ s -1 cm -2 ] x [ h -1 Mpc ] 1-6
65 Summary Introduction to galaxy clusters Overview of non-thermal emission processes Radio synchrotron emission Gamma-ray emission CR physics modifies the intracluster medium in merging clusters and cooling core regions: Galaxy cluster X-ray emission is enhanced up to 3%, systematic effect in low-mass cooling core clusters. Integrated Sunyaev-Zel dovich effect remains largely unchanged while the Compton-y profile is more peaked. LOFAR is expected to see the radio web emission: origin of cosmic magnetic fields. Glast should see hadronic γ-ray emission from clusters: measurement of CR protons and origin of radio halos. exciting experiments allow a complementary view on structure formation as well as fundamental physics!
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