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Title: On the small-scale clustering of quasars: constraints from the MassiveBlack II simulation

Journal Article · · Monthly Notices of the Royal Astronomical Society
DOI:https://doi.org/10.1093/mnras/stz519· OSTI ID:1498191
ORCiD logo [1];  [1];  [2];  [3]
  1. McWilliams Center for Cosmology, Department of Physics, Carnegie Mellon University, Pittsburgh PA 15213, USA
  2. Department of Physics, Southern Methodist University, 3215 Daniel Ave., Dallas, TX 75225, USA, Department of Physics & Astronomy, University of Utah, Salt Lake City, UT 84112, USA
  3. Department of Physics & Astronomy, University of Wyoming, 1000 University Ave., Laramie, WY 82071, USA

Here, we explore recent high-precision measurements of small-scale quasar clustering (at z ~ 0.5–2 on scales of |$${\sim }25~\mathrm{kpc}\, h^{-1}$$|) from the SDSS in the context of the MassiveBlack II (MBII) cosmological hydrodynamic simulation and conditional luminosity function (CLF) modelling. At these high luminosities (g < 20.85 quasars), the MBII simulation volume (|$$100~\mathrm{cMpc}\, h^{-1}$$| comoving boxsize) has only three quasar pairs at distances of 1–4 Mpc. The black hole masses for the pairs range between |$$M_{\rm bh}\sim 1{\, \rm and\, }3\times 10^{9}~\mathrm{M}_{\odot }\, h^{-1}$$| and the quasar hosts are haloes of |$$M_{\rm h}\sim 1\hbox{--}3\times 10^{14}~\mathrm{M}_{\odot }\, h^{-1}$$|. Such pairs show signs of recent major mergers in the MBII simulation. By modelling the central and satellite AGN CLFs as lognormal and Schechter distributions, respectively (as seen in MBII AGNs), we arrive at CLF models which fit the simulation predictions and observed luminosity function and the small-scale clustering measured for the SDSS sample. Furthermore, the small-scale clustering of our mock quasars is well-explained by central--satellite quasar pairs that reside in |$$M_{\rm h}\gt 10^{14}~\mathrm{M}_{\odot }\, h^{-1}$$| dark matter haloes. For these pairs, satellite quasar luminosity is similar to that of central quasars. Our CLF models imply a relatively steep increase in the maximum satellite luminosity, |$$L^*_{\mathrm{sat}}$$|, in haloes of |$$M_{\rm h}\gt 10^{14}~\mathrm{M}_{\odot }\, h^{-1}$$| with associated larger values of |$$L^*_{\mathrm{sat}}$$| at higher redshift. This leads to increase in the satellite fraction that manifests itself in an enhanced clustering signal at ≲1 Mpch-1. For the ongoing eBOSS-CORE sample, we predict ~200–500 quasar pairs at z ~ 1.5 (with |$$M_{\rm h} \gtrsim 10^{13}~\mathrm{M}_{\odot }\, h^{-1}$$| and |$$M_{\rm bh} \gtrsim 10^{8}~\mathrm{M}_{\odot }\, h^{-1}$$|) at ~25 kpc scales. Such a sample would be ≳ 10 times larger than current pair samples.

Research Organization:
Univ. of Wyoming, Laramie, WY (United States)
Sponsoring Organization:
USDOE Office of Science (SC), High Energy Physics (HEP); National Science Foundation (NSF)
Grant/Contract Number:
SC0019022; ACI-1614853; AST-1517593
OSTI ID:
1498191
Alternate ID(s):
OSTI ID: 1595835
Journal Information:
Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Vol. 485 Journal Issue: 2; ISSN 0035-8711
Publisher:
Royal Astronomical SocietyCopyright Statement
Country of Publication:
United Kingdom
Language:
English
Citation Metrics:
Cited by: 9 works
Citation information provided by
Web of Science

References (47)

The halo occupation distribution of active galactic nuclei: HOD modelling for AGN journal November 2011
THE z = 5 QUASAR LUMINOSITY FUNCTION FROM SDSS STRIPE 82 journal April 2013
The Large-Scale bias of dark Matter Halos: Numerical Calibration and Model Tests journal November 2010
A finer view of the conditional galaxy luminosity function and magnitude-gap statistics journal July 2017
Clustering of intermediate redshift quasars using the final SDSS III-BOSS sample journal September 2015
The Sdss-Iv Extended Baryon Oscillation Spectroscopic Survey: Overview and Early data journal February 2016
Clustering on very small scales from a large sample of confirmed quasar pairs: does quasar clustering track from Mpc to kpc scales? journal February 2017
Halo model at its best: constraints on conditional luminosity functions from measured galaxy statistics journal January 2006
Modelling galaxy clustering: halo occupation distribution versus subhalo matching journal April 2016
The Sdss-Iv Extended Baryon Oscillation Spectroscopic Survey: Quasar Target Selection journal December 2015
SEVEN-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL INTERPRETATION journal January 2011
The halo Occupation Distribution of sdss Quasars journal July 2012
Galaxy Evolution from Halo Occupation Distribution Modeling of DEEP2 and SDSS Galaxy Clustering journal October 2007
Very small scale clustering of quasars from a complete quasar lens survey: Very small scale clustering of quasars journal June 2012
The Sloan Digital Sky Survey Quasar Survey: Quasar Luminosity Function from Data Release 3 journal June 2006
Quasar Clustering from sdss dr5: Dependences on Physical Properties journal May 2009
Binary Quasars in the Sloan Digital Sky Survey: Evidence for Excess Clustering on Small Scales journal January 2006
The clustering of intermediate-redshift quasars as measured by the Baryon Oscillation Spectroscopic Survey: Quasar clustering journal June 2012
The EAGLE project: simulating the evolution and assembly of galaxies and their environments journal November 2014
The 2dF���SDSS LRG and QSO survey: the QSO luminosity function at 0.4 < z < 2.6 journal November 2009
The dark matter haloes of moderate luminosity X-ray AGN as determined from weak gravitational lensing and host stellar masses journal November 2014
Modelling feedback from stars and black holes in galaxy mergers journal August 2005
Clustering, cosmology and a new era of black hole demographics– I. The conditional luminosity function of active galactic nuclei journal September 2016
Discovery of a Pair of [CLC][ITAL]z[/ITAL][/CLC] = 4.25 Quasars from the Sloan Digital Sky Survey journal November 2000
The Halo Occupation Distribution of obscured quasars: revisiting the unification model journal March 2018
Quasar Clustering at 25 h −1 kpc from a Complete Sample of Binaries1 journal May 2008
Energy input from quasars regulates the growth and activity of black holes and their host galaxies journal February 2005
The cosmological simulation code gadget-2 journal December 2005
Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality journal December 2008
GOLDRUSH. II. Clustering of galaxies at z ∼ 4–6 revealed with the half-million dropouts over the 100 deg2 area corresponding to 1 Gpc3 journal November 2017
The 2dF QSO Redshift Survey - XIV. Structure and evolution from the two-point correlation function journal January 2005
Clustering Analyses of 300,000 Photometrically Classified Quasars. II. The Excess on Very Small Scales journal March 2007
The Horizon-AGN simulation: evolution of galaxy properties over cosmic time journal January 2017
Luminosity- and redshift-dependent quasar clustering journal October 2006
Cold Flows and the First Quasars journal January 2012
The illustris simulation: Public data release journal November 2015
The MassiveBlack-II simulation: the evolution of haloes and galaxies to z ∼ 0 journal April 2015
Binary quasars journal November 1999
The merger rates and mass assembly histories of dark matter haloes in the two Millennium simulations: Merger rates journal June 2010
Why Quasar Pairs are Binary Quasars and Not Gravitational Lenses journal January 1999
A CONSTRAINT ON QUASAR CLUSTERING AT z = 5 FROM A BINARY QUASAR journal February 2016
The extended Baryon Oscillation Spectroscopic Survey: Variability selection and quasar luminosity function journal February 2016
A Direct Measurement of the mean Occupation Function of Quasars: Breaking Degeneracies Between halo Occupation Distribution Models journal December 2013
First Measurement of the Clustering Evolution of Photometrically Classified Quasars journal February 2006
Cosmological smoothed particle hydrodynamics simulations: a hybrid multiphase model for star formation journal February 2003
Black hole clustering and duty cycles in the Illustris simulation journal December 2016
The evolution of large-scale structure in a universe dominated by cold dark matter journal May 1985

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