Constraints on Black Hole Growth, Quasar Lifetimes, and Eddington Ratio Distributions from the SDSS Broad Line Quasar Black Hole Mass Function
arXiv:1006.3561 · doi:10.1088/0004-637X/719/2/1315
Abstract
We present an estimate of the black hole mass function (BHMF) of broad line quasars (BLQSOs) that self-consistently corrects for incompleteness and the statistical uncertainty in the mass estimates, based on a sample of 9886 quasars at 1 < z < 4.5 drawn from the Sloan Digital Sky Survey. We find evidence for `cosmic downsizing' of black holes in BLQSOs, where the peak in their number density shifts to higher redshift with increasing black hole mass. The cosmic mass density for black holes seen as BLQSOs peaks at z ~ 2. We estimate the completeness of the SDSS as a function of black hole mass and Eddington ratio, and find that at z > 1 it is highly incomplete at M_BH < 10^9 M_Sun and L / L_Edd < 0.5. We also estimate a lower limit on the lifetime of a single BLQSO phase and we place constraints on the maximum mass of a black hole in a BLQSO. Our estimated distribution of BLQSO Eddington ratios peaks at L / L_Edd ~ 0.05 and has a dispersion of ~ 0.4 dex, implying that most BLQSOs are not radiating at or near the Eddington limit; however the location of the peak is subject to considerable uncertainty. The steep increase in number density of BLQSOs toward lower Eddington ratios is expected if the BLQSO accretion rate monotonically decays with time. Furthermore, our estimated lifetime and Eddington ratio distributions imply that the majority of the most massive black holes spend a significant amount of time growing in an earlier obscured phase, a conclusion which is independent of the unknown obscured fraction. These results are consistent with models for self-regulated black hole growth, at least for massive systems at z > 1, where the BLQSO phase occurs at the end of a fueling event when black hole feedback unbinds the accreting gas, halting the accretion flow.
Accepted by ApJ, 25 pages (emulateapj), 11 figures
References in corpus (44)
- The Cosmic Evolution Survey (COSMOS) -- Overview
- A Cosmological Framework for the Co-Evolution of Quasars, Supermassive Black Holes, and Elliptical Galaxies: I. Galaxy Mergers & Quasar Activity
- Some Aspects of Measurement Error in Linear Regression of Astronomical Data
- A Semi-Analytic Model for the Co-evolution of Galaxies, Black Holes, and Active Galactic Nuclei
- An Observational Determination of the Bolometric Quasar Luminosity Function
- A unified model for AGN feedback in cosmological simulations of structure formation
- Direct cosmological simulations of the growth of black holes and galaxies
- Biases in Virial Black Hole Masses: An SDSS Perspective
- Piecing Together the X-ray Background: Bolometric Corrections for Active Galactic Nuclei
- The evolution of massive black hole seeds
- A synthesis model for AGN evolution: supermassive black holes growth and feedback modes
- Formation of z ~ 6 quasars from hierarchical galaxy mergers
- The Luminosity Function of X-ray Selected Active Galactic Nuclei: Evolution of Supermassive Black Holes at High Redshift
- Fueling Low-Level AGN Activity Through the Stochastic Accretion of Cold Gas
- The effect of radiation pressure on virial black hole mass estimates and the case of Narrow Line Seyfert 1 galaxies
- Dissipation and Extra Light in Galactic Nuclei: II. 'Cusp' Ellipticals
- Gemini Near-infrared Spectroscopy of Luminous z~6 Quasars: Chemical Abundances, Black Hole Masses, and MgII Absorption
- Equal- and unequal-mass mergers of disk and elliptical galaxies with black holes
- An Observed Fundamental Plane Relation for Supermassive Black Holes
- Fuelling Active Galactic Nuclei
- A Theoretical Interpretation of the Black Hole Fundamental Plane
- Cosmic Evolution of Mass Accretion Rate and Metalicity in Active Galactic Nuclei
- Quasars Are Not Light-Bulbs: Testing Models of Quasar Lifetimes with the Observed Eddington Ratio Distribution
- Dissipation and Extra Light in Galactic Nuclei: I. Gas-Rich Merger Remnants
- Black-Hole Mass and Growth Rate at High Redshift
- Dissipation and Extra Light in Galactic Nuclei: III. 'Core' Ellipticals and 'Missing' Light
- Mass Functions of the Active Black Holes in Distant Quasars from the Sloan Digital Sky Survey Data Release 3
- Magellan Spectroscopy of AGN Candidates in the COSMOS Field
- Host Galaxy Bulge Predictors of Supermassive Black Hole Mass
- Gravitational recoil: signatures on the massive black hole population
- The mass function of high redshift seed black holes
- Near Infrared Adaptive Optics Imaging of QSO Host Galaxies
- Observational Constraints on the Dependence of Radio-Quiet Quasar X-ray Emission on Black Hole Mass and Accretion Rate
- Supermassive Black Holes in the Hierarchical Universe: A General Framework and Observational Tests
- The Self-Regulated Growth of Supermassive Black Holes
- Major Galaxy Mergers and the Growth of Supermassive Black Holes in Quasars
- Is there an upper limit to black hole masses?
- Detection of the Transverse Proximity Effect: Radiative Feedback from Bright QSOs
- Cosmological Evolution of the Duty Cycle of Quasars
- Virial Masses of Black Holes from Single Epoch Spectra of AGN
- The thermal-viscous disk instability model in the AGN context
- Eddington ratios of faint AGN at intermediate redshift: Evidence for a population of half-starved black holes
- Modeling active galactic nuclei: ongoing problems for the faint-end of the luminosity function
- Black-hole masses of distant quasars
Cited by in corpus (131)
- Can environmental effects spoil precision gravitational-wave astrophysics?
- What Drives the Growth of Black Holes?
- Obscured Active Galactic Nuclei
- Cosmological simulations of black hole growth: AGN luminosities and downsizing
- Black hole variability and the star formation-AGN connection: Do all star-forming galaxies host an AGN?
- An Alternative Approach To Measuring Reverberation Lags in Active Galactic Nuclei
- An ALMA Survey of Submillimeter Galaxies in the Extended Chandra Deep Field South: The Redshift Distribution and Evolution of Submillimeter Galaxies
- The Radiative Efficiency of Accretion Flows in Individual AGN
- PRIMUS: The dependence of AGN accretion on host stellar mass and color
- Comparing Single-Epoch Virial Black Hole Mass Estimators for Luminous Quasars
- The cosmic evolution of massive black holes in the Horizon-AGN simulation
- Black Hole Growth to z = 2 - I: Improved Virial Methods for Measuring M_BH and L/L_Edd
- Spectral properties of quasars from Sloan Digital Sky Survey data release 14: The catalog
- Evidence for non-evolving FeII/MgII ratios in rapidly accreting z~6 QSOs
- Reverberation Mapping Results for Five Seyfert 1 Galaxies
- Accretion-Driven Evolution of Black Holes: Eddington Ratios, Duty Cycles, and Active Galaxy Fractions
- The First Hyper-Luminous Infrared Galaxy Discovered by WISE
- Black Hole Based Tests of General Relativity
- The LABOCA Survey of the Extended Chandra Deep Field South: Clustering of submillimetre galaxies
- Gemini GNIRS near-infrared spectroscopy of 50 quasars at z>~5.7
- The Relation between Black Hole Mass and Host Spheroid Stellar Mass out to z~2
- The evolution of AGN across cosmic time: what is downsizing?
- The Demographics of Broad Line Quasars in the Mass-Luminosity Plane II. Black Hole Mass and Eddington Ratio Functions
- Supermassive black holes in cosmological simulations I: M_BH-M_star relation and black hole mass function
- GOODS-Herschel: Impact of Active Galactic Nuclei and Star Formation Activity on Infrared Spectral Energy Distributions at High Redshift
- The Most Luminous Galaxies Discovered by WISE
- Faint high-redshift AGN in the Chandra Deep Field South: the evolution of the AGN luminosity function and black hole demography
- No clear submillimetre signature of suppressed star formation amongst X-ray luminous AGNs
- Accretion Rate and the Physical Nature of Unobscured Active Galaxies
- Towards an Understanding of Changing-Look Quasars: An Archival Spectroscopic Search in SDSS
- The Biases of Optical Line-Ratio Selection for Active Galactic Nuclei, and the Intrinsic Relationship between Black Hole Accretion and Galaxy Star Formation
- A Stochastic Model for the Luminosity Fluctuations of Accreting Black Holes
- Origin of the anti-hierarchical growth of black holes
- How to quench a galaxy
- The Demographics of Broad-Line Quasars in the Mass-Luminosity Plane. I. Testing FWHM-Based Virial Black Hole Masses
- CIV Emission Line Properties and Systematic Trends in Quasar Black Hole Mass Estimates
- Clustering of obscured and unobscured quasars in the Bootes field: Placing rapidly growing black holes in the cosmic web
- Radio imaging of the Subaru/XMM-Newton Deep Field - III. Evolution of the radio luminosity function beyond z=1
- The cosmic growth of the active black hole population at 1<z<2 in zCOSMOS, VVDS and SDSS
- X-ray and Ultraviolet Properties of AGN in Nearby Dwarf Galaxies
- Black Holes in the Early Universe
- Observational constraints on the specific accretion-rate distribution of X-ray selected AGN
- Selection effects in the black hole-bulge relation and its evolution
- Iron Opacity Bump Changes the Stability and Structure of Accretion Disks in Active Galactic Nuclei
- Observational Signatures of High-Redshift Quasars and Local Relics of Black Hole Seeds
- On the masses of OJ287 black holes
- Massive Compact Galaxies with High-Velocity Outflows: Morphological Analysis and Constraints on AGN Activity
- On different types of instabilities in black hole accretion discs. Implications for X-ray binaries and AGN
- Quasar Black Hole Mass Estimates in the Era of Time Domain Astronomy
- The Angular Clustering of Infrared-Selected Obscured and Unobscured Quasars
- Supermassive black holes in cosmological simulations II: the AGN population and predictions for upcoming X-ray missions
- Evident black hole-bulge coevolution in the distant universe
- The importance of galaxy interactions in triggering type II quasar activity
- Mass Functions of Supermassive Black Holes Across Cosmic Time
- Jets from Tidal Disruptions of Stars by Black Holes
- X-ray emission from high-redshift miniquasars: self-regulating the population of massive black holes through global warming
- Cosmic Evolution of Black Holes and Spheroids. V. The Relation Between Black Hole Mass and Host Galaxy Luminosity for a Sample of 79 Active Galaxies
- GOODS-Herschel: Separating High Redshift active galactic Nuclei and star forming galaxies Using Infrared Color Diagnostics
- Star Formation in Luminous Quasars at 2<z<3
- Constraints on the black hole spin in the quasar SDSS J094533.99+100950.1
- 3-D Radiative Transfer Calculations of Radiation Feedback from Massive Black Holes: Outflow of Mass from the Dusty "Torus"
- Black hole mass and Eddington ratio distribution functions of X-ray selected broad-line AGNs at z~1.4 in the Subaru XMM-Newton Deep Field
- CIV Line-Width Anomalies: The Perils of Low S/N Spectra
- Constraints on Hyperluminous QSO Lifetimes via Fluorescent Lya Emitters at Z~2.7
- The Globular Cluster/Central Black Hole Connection in Galaxies
- AMUSE-Field I: Nuclear X-ray Properties of Local Field and Group Spheroids across the Stellar Mass Scale
- Study of LINER sources with broad H(alpha) emission. Spectral energy distribution and multiwavelength correlations
- Limits on the high redshift growth of massive black holes
- Cosmological Evolution of Supermassive Black Holes. II. Evidence for Downsizing of Spin Evolution
- Composite Spectral Energy Distributions and Infrared-Optical Colors of Type 1 and Type 2 Quasars
- Statistical Detection of the HeII Transverse Proximity Effect: Evidence for Sustained Quasar Activity for 25 Million Years
- Detection of faint broad emission lines in type 2 AGN: II. On the measurement of the BH mass of type 2 AGN and the unified model
- On the Scatter in the Radius - Luminosity Relationship for Active Galactic Nuclei
- A Candidate Dual AGN at z=1.175
- Cosmological evolution of massive black holes: effects of Eddington ratio distribution and quasar lifetime
- Eddington ratio Distribution of X-ray selected broad-line AGNs at 1.0<z<2.2
- Optical polarization angle and VLBI jet direction in the binary black hole model of OJ287
- Discovery of 24 radio-bright quasars at using low-frequency radio observations
- The black holes of radio galaxies during the "Quasar Era": Masses, accretion rates, and evolutionary stage
- Black Hole Mass Estimates and Rapid Growth of Supermassive Black Holes in Luminous 3.5 Quasars
- The phylogeny of quasars and the ontogeny of their central black holes
- An ultra-luminous quasar at z=5.363 with a ten billion solar mass black hole and a Metal-Rich DLA at z~5
- Modelling the luminosities and sizes of radio galaxies: radio luminosity function at z = 6
- The Halo Occupation Distribution of X-ray-Bright Active Galactic Nuclei: A Comparison with Luminous Quasars
- Accretion Rates of Red Quasars from the Hydrogen P line
- Extreme submillimetre starburst galaxies
- Test of the Formation mechanism of the Broad Line Region in Active Galactic Nuclei
- Obscured GOODS AGN and Their Host Galaxies at z < 1.25: The Slow Black Hole Growth Phase
- Extending Virial Black Hole Mass Estimates to Low-Luminosity or Obscured AGN: the cases of NGC 4395 and MCG -01-24-012
- A Focused, Hard X-ray Look at Arp 299 with NuSTAR
- The mass function of black holes at 1<z<4.5: comparison of models with observations
- Detection of faint broad emission lines in type 2 AGN: I. Near infrared observations and spectral fitting
- The Goldilocks problem of the quasar contribution to reionization
- Modeling the HeII Transverse Proximity Effect: Constraints on Quasar Lifetime and Obscuration
- Ultraviolet Emission-Line Correlations in Hubble/COS Spectra of Active Galactic Nuclei: Single-Epoch Black Hole Masses
- AMUSE-Field II. Nucleation of early-type galaxies in the field vs. cluster environment
- Mapping quasar light echoes in 3D with Lyα forest tomography
- Propulsion of Spacecrafts to Relativistic Speeds Using Natural Astrophysical Sources
- On the cosmological evolution of the black hole - host galaxy relation in quasars
- The Cosmic History of Black Hole Growth from Deep Multiwavelength Surveys
- The host galaxy properties of variability selected AGN in the Pan-STARRS1 Medium-Deep Survey
- HST Spectral Observations near the He II Ly-alpha Break: Implications for He II Reionization
- One-zone models for spheroidal galaxies with a central supermassive black-hole. Self-regulated Bondi accretion
- Evidence for a Young Stellar Population in Nearby Type 1 Active Galaxies
- A hyperluminous obscured quasar at a redshift of z ~ 4.3
- SALT long-slit spectroscopy of CTS C30.10: two-component Mg II line
- Powerful Radio-Loud Quasars are Triggered by Galaxy Mergers in the Cosmic Bright Ages
- Cooling timescale of dust tori in dying active galactic nuclei
- Constraining the epoch of reionization from the observed properties of the high-z Universe
- Reliable Identification of Binary Supermassive Black Holes from Rubin Observatory Time-Domain Monitoring
- Resolving the dynamical mass of a z~1.3 QSO host galaxy using SINFONI and Laser Guide Star assisted Adaptive Optics
- A unifying evolutionary framework for infrared-selected obscured and unobscured quasar host haloes
- Semi-numeric simulations of helium reionization and the fluctuating radiation background
- Shining Light on Merging Galaxies I: The Ongoing Merger of a Quasar with a `Green Valley' Galaxy
- Resolving the Vicinity of Supermassive Black Holes with Gravitational Microlensing
- Gemini Near Infrared Spectrograph - Distant Quasar Survey: Prescriptions for Calibrating UV-Based Estimates of Supermassive Black Hole Masses in High-Redshift Quasars
- SMBH Seeds: Model Discrimination with High Energy Emission Based on Scaling Relation Evolution
- Search for Missing Links Between Two Extreme Wind Speed Profiles : Dark Energy Accretion and Adiabatic Fluid Accretion
- Fundamental properties of Fanaroff-Riley II radio galaxies investigated via Monte Carlo simulations
- Properties and Expected Number Counts of Active Galactic Nuclei and their Hosts in the Far Infrared
- SALT long-slit spectroscopy of HE 0435-4312: fast displacement in the Mg II emission line
- On the Physical Nature of the Source of Ultraluminous X-ray Pulsations
- Evidence that Eddington ratio depends upon a supermassive black hole's mass and redshift: Implications for radiative efficiency
- An Optically Faint Quasar Survey at z~5 in the CFHTLS Wide Field: Estimates of the Black Hole Masses and Eddington Ratios
- AGN Reverberation Mapping
- Semi analytical description of formation of galaxies and clusters of galaxies
- Interstellar Medium in Extremely High Star-Formation Regions: A Prospect of Observations on the Millimetron Space Observatory
- Extracting the Possible Intrinsic Relation between Radiative Efficiency and Mass of QSOs: a Maximum Likelihood Method and its Application to the SDSS DR7 QSOs
- Tidal disruption event rates across cosmic time: forecasts for LSST, Roman, and JWST and their constraints on the supermassive black hole mass function
- Cosmological evolution of gas and supermassive black holes in idealized isolated halos
- Massive black holes and their galaxies