Galaxy Clusters in Hubble Volume Simulations: Cosmological Constraints from Sky Survey Populations

We use gigaparticle N-body simulations to study galaxy cluster populations in Hubble volumes of ΛCDM (Ωm = 0.3, ΩΛ = 0.7) and τCDM (Ωm = 1) world models. Mapping past light cones of locations in the computational space, we create mock sky surveys of dark matter structure to z ≃ 1.4 over 10,000 deg2 and to z ≃ 0.5 over two full spheres. Calibrating the Jenkins mass function at z = 0 with samples of ~1.5 million clusters, we show that the fit describes the sky survey counts to ≲20% accuracy over all redshifts for systems more massive than poor galaxy groups (5 × 1013 h-1 M☉). Fitting the observed local temperature function determines the ratio β of specific thermal energies in dark matter and intracluster gas. We derive a scaling with power spectrum normalization β ∝ σ and find that the ΛCDM model requires σ8 = 1.04 to match β = 1.17 derived from gasdynamic cluster simulations. We estimate a 10% overall systematic uncertainty in σ8, 4% arising from cosmic variance in the local sample and the bulk from uncertainty in the absolute mass scale of clusters. Considering distant clusters, the ΛCDM model matches Extended Medium-Sensitivity Survey and ROSAT Deep Cluster Survey X-ray-selected observations under economical assumptions for intracluster gas evolution. Using transformations of mass-limited cluster samples that mimic σ8 variation, we explore Sunyaev-Zeldovich (SZ) search expectations for a 10 deg2 survey complete above 1014 h-1 M☉. Cluster counts are shown to be extremely sensitive to σ8 uncertainty, while redshift statistics, such as the sample median, are much more stable. Redshift information is crucial to extract the full cosmological diagnostic power of SZ cluster surveys. For ΛCDM, the characteristic temperature at a fixed sky surface density is a weak function of redshift, implying an abundance of hot clusters at z > 1. Assuming constant β, one 8 keV cluster at z > 2 and 10 5 keV clusters at z > 3 are expected in the Sloan Digital Sky Survey area. Too many such clusters can falsify the model; detection of clusters more massive than Coma at z > 1 violates ΛCDM at 95% confidence if their surface density exceeds 0.003 deg-2, or 120 on the whole sky.

[1]  J. Carlstrom,et al.  Cosmological Parameter Extraction from the First Season of Observations with the Degree Angular Scale Interferometer , 2002 .

[2]  P. Hall,et al.  A Measurement of Weak Lensing by Large-Scale Structure in Red-Sequence Cluster Survey Fields , 2002, astro-ph/0202285.

[3]  Stefi A. Baum,et al.  Discovery of Ghost Cavities in the X-Ray Atmosphere of Abell 2597 , 2001 .

[4]  M. White,et al.  Power-spectrum normalization from the local abundance of rich clusters of galaxies , 2001 .

[5]  S.Cole,et al.  The 2dF Galaxy Redshift Survey: spectra and redshifts , 2001, astro-ph/0106498.

[6]  A. Gonzalez,et al.  The Las Campanas Distant Cluster Survey: The Catalog , 2001, astro-ph/0106055.

[7]  K. Thompson,et al.  The Stanford Cluster Search: Scope, Method, and Preliminary Results , 2001 .

[8]  Oxford,et al.  The 2dF QSO Redshift Survey – VI. Measuring Λ and β from redshift-space distortions in the power spectrum , 2001, astro-ph/0106012.

[9]  J. Carlstrom,et al.  Cosmological Parameter Extraction from the First Season of Observations with DASI , 2001, astro-ph/0104490.

[10]  A. Melchiorri,et al.  A Measurement by BOOMERANG of Multiple Peaks in the Angular Power Spectrum of the Cosmic Microwave Background , 2001, astro-ph/0104460.

[11]  C. Baugh,et al.  Cluster correlations in redshift space , 2001, astro-ph/0104313.

[12]  Michael E. Jones,et al.  Surveying the sky with the Arcminute MicroKelvin Imager: expected constraints on galaxy cluster evolution and cosmology , 2001, astro-ph/0103042.

[13]  R. Nichol,et al.  Weak-Lensing Measurements of 42 SDSS/RASS Galaxy Clusters , 2001, astro-ph/0103029.

[14]  G. Luppino,et al.  Mass and Light in the Universe , 2001, astro-ph/0203172.

[15]  A. Liddle,et al.  Sunyaev -Zel'dovich predictions for the Planck Surveyor satellite using the Hubble Volume simulations , 2001, astro-ph/0102352.

[16]  C. Crawford,et al.  Chandra detection of the intracluster medium around 3C 294 at z=1.786 , 2001, astro-ph/0101478.

[17]  L. Guzzo,et al.  The ROSAT-ESO flux limited X-ray (REFLEX) galaxy cluster survey. I. The construction of the cluster sample ? , 2000, astro-ph/0012266.

[18]  A. Evrard,et al.  Confusion of Diffuse Objects in the X-Ray Sky , 2000, astro-ph/0012191.

[19]  M. White The Mass of a halo , 2000, astro-ph/0011495.

[20]  E. Ford,et al.  Evolution of the Cluster Mass Function: Gpc3 Dark Matter Simulations , 2000, astro-ph/0011376.

[21]  J. Peacock,et al.  Simulations of deep pencil-beam redshift surveys , 2000, astro-ph/0011212.

[22]  B. Robertson,et al.  A High-Resolution Study of the Hydra A Cluster with Chandra: Comparison of the Core Mass Distribution with Theoretical Predictions and Evidence for Feedback in the Cooling Flow , 2000, astro-ph/0010224.

[23]  A. Finoguenov,et al.  Details of the mass-temperature relation for clusters of galaxies , 2000, astro-ph/0010190.

[24]  S. Allen,et al.  BeppoSAX observations of three distant, highly luminous clusters of galaxies: RXJ1347-1145, Zwicky 3146 and Abell 2390 , 2000, astro-ph/0010162.

[25]  G. Bernstein,et al.  Weak-Lensing Determination of the Mass in Galaxy Halos , 2000, astro-ph/0010071.

[26]  F. Pearce,et al.  A simulated τCDM cosmology cluster catalogue: the NFW profile and the temperature-mass scaling relations , 2000, astro-ph/0007348.

[27]  M. White,et al.  The Effect of the Cosmic Web on Cluster Weak Lensing Mass Estimates , 2000, astro-ph/0005442.

[28]  A. Evrard,et al.  Four Measures of the Intracluster Medium Temperature and Their Relation to a Cluster’s Dynamical State , 2000, astro-ph/0004309.

[29]  C. Norman,et al.  The Evolution of X-Ray Clusters and the Entropy of the Intracluster Medium , 2000, astro-ph/0003289.

[30]  R. Somerville,et al.  Profiles of dark haloes: evolution, scatter and environment , 1999, astro-ph/9908159.

[31]  A. Banday,et al.  Mining the Sky , 2001 .

[32]  S. Borgani,et al.  The Intracluster Medium in z > 1 Galaxy Clusters , 2000, astro-ph/0012250.

[33]  J. Mohr,et al.  Effects of Preheating on X-Ray Scaling Relations in Galaxy Clusters , 2000, astro-ph/0010584.

[34]  A. Edge,et al.  MACS: A Quest for the Most Massive Galaxy Clusters in the Universe , 2000, astro-ph/0009101.

[35]  C. Baugh,et al.  The Impact of Galaxy Formation on the X-ray Evolution of Clusters , 2000, astro-ph/0006109.

[36]  H. M. P. Couchman,et al.  The mass function of dark matter haloes , 2000, astro-ph/0005260.

[37]  J. Mohr,et al.  The X-Ray Size-Temperature Relation for Intermediate-Redshift Galaxy Clusters , 2000, astro-ph/0004242.

[38]  M. Gladders,et al.  A New Method For Galaxy Cluster Detection. I. The Algorithm , 2000, astro-ph/0004092.

[39]  M. Malkan,et al.  The WARPS survey - IV. The X-ray luminosity-temperature relation of high-redshift galaxy clusters , 2000, astro-ph/0003324.

[40]  J. Patrick Henry,et al.  Measuring Cosmological Parameters from the Evolution of Cluster X-Ray Temperatures , 2000, astro-ph/0002365.

[41]  T. Ponman,et al.  The entropy and energy of intergalactic gas in galaxy clusters , 2000, astro-ph/0002082.

[42]  U. Helsinki,et al.  X-Ray Total Mass Estimate for the Nearby Relaxed Cluster A3571 , 2000, astro-ph/0001162.

[43]  Y. Jing,et al.  Cosmological Smoothed Particle Hydrodynamic Simulations with Four Million Particles: Statistical Properties of X-Ray Clusters in a Low-Density Universe , 2000, astro-ph/0001076.

[44]  J. Mohr,et al.  Expectations for an Interferometric Sunyaev-Zeldovich Effect Survey for Galaxy Clusters , 1999, astro-ph/9912364.

[45]  Istv'an Szapudi St'ephane Colombi Adrian Jenkins Jorg Colberg Experimental cosmic statistics – II. Distribution , 1999, astro-ph/9912238.

[46]  A. Jenkins,et al.  Experimental cosmic statistics - I. Variance , 1999, astro-ph/9912236.

[47]  I. Szapudi,et al.  A Comparison of Estimators for the Two-Point Correlation Function , 1999, The Astrophysical journal.

[48]  D. White Deconvolution of ASCA X-ray data — II. Radial temperature and metallicity profiles for 106 galaxy clusters , 1999, astro-ph/9909467.

[49]  M. Drinkwater,et al.  Constructing the Universe with Clusters of Galaxies , 2000 .

[50]  A. Romer,et al.  A Serendipitous Galaxy Cluster Survey with XMM: Expected Catalog Properties and Scientific Applications , 1999, astro-ph/9911499.

[51]  S. G. Djorgovski,et al.  The Northern Sky Optical Cluster Survey. I. Detection of Galaxy Clusters in DPOSS , 1999, astro-ph/9910173.

[52]  R. Nichol,et al.  The Bright SHARC Survey: The Cluster Catalog , 1999, astro-ph/9907401.

[53]  S. Borgani,et al.  Velocity Dispersions of CNOC Clusters and the Evolution of the Cluster Abundance , 1999, astro-ph/9907323.

[54]  M. Steinmetz,et al.  The Santa Barbara Cluster Comparison Project: A Comparison of Cosmological Hydrodynamics Solutions , 1999, astro-ph/9906160.

[55]  Xiang-Ping Wu,et al.  The LX-T and LX-σ Relationships for Galaxy Clusters Revisited , 1999, astro-ph/9905106.

[56]  D. Kelson,et al.  The Velocity Dispersion of MS 1054–03: A Massive Galaxy Cluster at High Redshift , 1999, astro-ph/9902349.

[57]  L. Guzzo,et al.  A Flux-limited Sample of Bright Clusters of Galaxies from the Southern Part of the ROSAT All-Sky Survey: The Catalog and log N-log S , 1999, astro-ph/9902067.

[58]  Y. Jing The Density Profile of Equilibrium and Nonequilibrium Dark Matter Halos , 1999, astro-ph/9901340.

[59]  Gus Evrard,et al.  Properties of the Intracluster Medium in an Ensemble of Nearby Galaxy Clusters , 1999, astro-ph/9901281.

[60]  Ravi K. Sheth Giuseppe Tormen Large scale bias and the peak background split , 1999, astro-ph/9901122.

[61]  S. Borgani,et al.  Cosmological Constraints from the ROSAT Deep Cluster Survey , 1999, astro-ph/9901017.

[62]  Jounghun Lee,et al.  Comparison of Analytical Mass Functions with Numerical Simulations , 1998, astro-ph/9811004.

[63]  Pre-heated isentropic gas in groups of galaxies , 1998, astro-ph/9809159.

[64]  M. Birkinshaw,et al.  The Sunyaev-Zel’dovich Effect , 1998, astro-ph/9808050.

[65]  M. Scodeggio,et al.  ESO IMAGING SURVEY. VII. DISTANT CLUSTER CANDIDATES OVER 12 SQUARE DEGREES , 1998, astro-ph/9807336.

[66]  A. Evrard,et al.  The LX—T relation and intracluster gas fractions of X-ray clusters , 1998, astro-ph/9806353.

[67]  J. Kepner,et al.  An Automated Cluster Finder: The Adaptive Matched Filter , 1998, astro-ph/9803125.

[68]  J. P. Huchra,et al.  The ROSAT Brightest Cluster Sample — I. The compilation of the sample and the cluster log N—log S distribution , 1998, astro-ph/9812394.

[69]  Richard F. Mushotzky,et al.  Observational Tests of the Mass-Temperature Relation for Galaxy Clusters , 1998, astro-ph/9902151.

[70]  A. Cavaliere,et al.  Hot gas in clusters of galaxies: the punctuated equilibria model , 1998, astro-ph/9810498.

[71]  R. Nichol,et al.  The Hubble Space Telescope Medium Deep Survey Cluster Sample: Methodology and Data , 1998, astro-ph/9808304.

[72]  F. Pearce,et al.  A new parallel PM3 code for very large-scale cosmological simulations , 1998, astro-ph/9805096.

[73]  Xiaohui Fan,et al.  The Most Massive Distant Clusters: Determining Ω and σ8 , 1998, astro-ph/9803277.

[74]  A. Hornstrup,et al.  A Catalog of 203 Galaxy Clusters Serendipitously Detected in the ROSAT PSPC Pointed Observations , 1998, astro-ph/9803099.

[75]  S. Cole,et al.  Measuring omega(0) using cluster evolution , 1998, astro-ph/9802350.

[76]  J. Hjorth,et al.  Calibration of the Mass--Temperature Relation for Clusters of Galaxies , 1998, astro-ph/9802293.

[77]  Maxim Markevitch,et al.  The LX-T Relation and Temperature Function for Nearby Clusters Revisited , 1998, astro-ph/9802059.

[78]  1E 0657–56: A Contender for the Hottest Known Cluster of Galaxies , 1998, astro-ph/9801120.

[79]  G. Lake,et al.  Resolving the Structure of Cold Dark Matter Halos , 1997, astro-ph/9709051.

[80]  S. Burles,et al.  The Deuterium Abundance toward QSO 1009+2956 , 1997, astro-ph/9712109.

[81]  G. Bryan,et al.  Statistical Properties of X-Ray Clusters: Analytic and Numerical Comparisons , 1997, astro-ph/9710107.

[82]  Xiaohui Fan,et al.  Determining the Amplitude of Mass Fluctuations in the Universe , 1997, astro-ph/9709265.

[83]  A. Dey,et al.  An JR-Selected Galaxy Cluster at Z = 1.27 , 1997, astro-ph/9709057.

[84]  H. M. P. Couchman,et al.  Evolution of Structure in Cold Dark Matter Universes , 1997, astro-ph/9709010.

[85]  J. Mohr,et al.  An X-Ray Size-Temperature Relation for Galaxy Clusters: Observation and Simulation , 1997, astro-ph/9707184.

[86]  M. Donahue,et al.  A Very Hot High-Redshift Cluster of Galaxies: More Trouble for Ω0 = 1 , 1997, astro-ph/9707010.

[87]  F. Pearce,et al.  Hydra: a parallel adaptive grid code , 1997, astro-ph/9703183.

[88]  T. Kitayama,et al.  Constraints on the Fluctuation Amplitude and Density Parameter from X-Ray Cluster Number Counts , 1997, astro-ph/9702017.

[89]  Gavin Dalton,et al.  The APM Galaxy Survey — V. Catalogues of galaxy clusters , 1997, astro-ph/9701180.

[90]  R. Bower The entropy-driven X-ray evolution of galaxy clusters , 1997, astro-ph/9701014.

[91]  A. Gonzalez,et al.  Distant Galaxy Clusters Identified from Optical Background Fluctuations , 1996, astro-ph/9612021.

[92]  S. White,et al.  A Universal Density Profile from Hierarchical Clustering , 1996, astro-ph/9611107.

[93]  G. A. Luppino,et al.  Detection of Weak Lensing by a Cluster of Galaxies at z = 0.83 , 1996, astro-ph/9601194.

[94]  U. Pen Normalizing the Temperature Function of Clusters of Galaxies , 1996, astro-ph/9610147.

[95]  M. Malkan,et al.  The Wide-Angle ROSAT Pointed X-Ray Survey of Galaxies, Groups, and Clusters. I. Method and First Results , 1996, astro-ph/9608200.

[96]  U. Seljak,et al.  A Line of sight integration approach to cosmic microwave background anisotropies , 1996, astro-ph/9603033.

[97]  S. Cole,et al.  Using the evolution of clusters to constrain Omega , 1996, astro-ph/9601088.

[98]  A. Liddle,et al.  The cluster abundance in flat and open cosmologies , 1995, astro-ph/9511007.

[99]  A. Evrard,et al.  Mass estimates of X-ray clusters , 1995, astro-ph/9510058.

[100]  S. White,et al.  The Structure of cold dark matter halos , 1995, astro-ph/9508025.

[101]  R. Carlberg,et al.  The Average Mass and Light Profiles of Galaxy Clusters , 1995, astro-ph/9512087.

[102]  J. B. Oke,et al.  The Palomar Distant Clusters Survey. I. The Cluster Catalog , 1995, astro-ph/9511011.

[103]  G. Luppino,et al.  The EMSS catalog of x-ray-selected clusters of galaxies. 1. An atlas of CCD images of 41 distant clusters , 1994, astro-ph/9405069.

[104]  S. White,et al.  The Correlation function of clusters of galaxies and the amplitude of mass fluctuations in the Universe , 1993, astro-ph/9602052.

[105]  S. Cole,et al.  Merger rates in hierarchical models of galaxy formation – II. Comparison with N-body simulations , 1994, astro-ph/9402069.

[106]  S. Morris,et al.  The extended medium sensitivity survey distant cluster sample - X-ray data and interpretation of the luminosity evolution , 1992 .

[107]  P. Lilje Abundance of rich clusters of galaxies : a test for cosmological parameters , 1992 .

[108]  A. Evrard,et al.  Expectations for X-ray cluster observations by the Rosat satellite , 1991 .

[109]  J. R. Bond,et al.  Excursion set mass functions for hierarchical Gaussian fluctuations , 1991 .

[110]  Changbom Park,et al.  Dynamical evolution of topology of large-scale structure. [in distribution of galaxies] , 1991 .

[111]  Joel R. Primack,et al.  Dynamical effects of the cosmological constant. , 1991 .

[112]  Keith A. Arnaud,et al.  A measurement of the mass fluctuation spectrum from the cluster X-ray temperature function , 1991 .

[113]  N. Kaiser Evolution of Clusters of Galaxies , 1991 .

[114]  A. Evrard Formation and Evolution of X-Ray Clusters: A Hydrodynamic Simulation of the Intracluster Medium , 1990 .

[115]  G. Efstathiou,et al.  Galaxy clusters and the amplitude of primordial fluctuations , 1990 .

[116]  Piet Hut,et al.  Core radius and density measurements in N-body experiments Connections with theoretical and observational definitions , 1985 .

[117]  G. Efstathiou,et al.  The evolution of large-scale structure in a universe dominated by cold dark matter , 1985 .

[118]  J. R. Bond,et al.  Cosmic background radiation anisotropies in universes dominated by nonbaryonic dark matter , 1984 .

[119]  William H. Press,et al.  Formation of Galaxies and Clusters of Galaxies by Self-Similar Gravitational Condensation , 1974 .