skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Joint Survey Processing. I. Compact Oddballs in the COSMOS Field—Low-luminosity Quasars at z > 6?

Journal Article · · The Astrophysical Journal
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]
  1. California Institute of Technology (CalTech), Pasadena, CA (United States)
  2. Cosmic Dawn Center (DAWN), Copenhagen (Denmark); Univ. of Copenhagen (Denmark)
  3. Space Telescope Science Institute, Baltimore, MD (United States)
  4. Nagoya Univ. (Japan); Univ. of Tokyo (Japan)

The faint-end slope of the quasar luminosity function at z ~ 6 and its implication on the role of quasars in reionizing the intergalactic medium at early times has been an outstanding problem for some time. The identification of faint high-redshift quasars with luminosities of <1044.5 erg s–1 is challenging. They are rare (few per square degree), and the separation of these unresolved quasars from late-type stars and compact star-forming galaxies is difficult from ground-based observations alone. In addition, source confusion becomes significant at >25 mag, with ~30% of sources having their flux contaminated by foreground objects when the seeing resolution is ~0''.7. We mitigate these issues by performing a pixel-level joint processing of ground and space-based data from Subaru/Hyper-SuprimeCam (HSC) and Hubble Space Telescope (HST) Advanced Camera for Surveys (ACS). We create a deconfused catalog over the 1.64 deg2 of the COSMOS field, after accounting for spatial varying point-spread functions and astrometric differences between the two data sets. We identify twelve low-luminosity (MUV ~ –21 mag) z > 6 quasar candidates through (i) their red color measured between ACS/F814W and HSC/i band and (ii) their compactness in the space-based data. Nondetections of our candidates in Hubble DASH data argues against contamination from late-type stars. Our constraints on the faint end of the quasar luminosity function at z ~ 6.4 suggest a negligibly small contribution to reionization compared to the star-forming galaxy population. The confirmation of our candidates and the evolution of number density with redshift could provide better insights into how supermassive galaxies grew in the first billion years of cosmic time.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); National Aeronautics and Space Administration (NASA)
Grant/Contract Number:
AC02-05CH11231; NNN12AA01C
OSTI ID:
1983243
Journal Information:
The Astrophysical Journal, Vol. 929, Issue 1; ISSN 0004-637X
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (84)

Characteristic scales during reionization journal January 2006
Observational Constraints on Cosmic Reionization journal September 2006
HERSCHEL DETECTION OF DUST EMISSION FROM UV-LUMINOUS STAR-FORMING GALAXIES AT 3.3 ≲ z ≲ 4.3 journal September 2012
The Field Substellar Mass Function Based on the Full-sky 20 pc Census of 525 L, T, and Y Dwarfs journal February 2021
Spectroscopic Confirmation of a Population of Normal Star-forming Galaxies at Redshifts z > 3 journal May 1996
The Faint End of the z = 5 Quasar Luminosity Function from the CFHTLS journal February 2018
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package journal August 2018
A Method for Determining the Physical Properties of the Coldest Known Brown Dwarfs journal March 2006
No evidence for a significant AGN contribution to cosmic hydrogen reionization journal November 2017
UltraVISTA: a new ultra-deep near-infrared survey in COSMOS journal August 2012
SExtractor: Software for source extraction journal June 1996
Discoveries from a Near-Infrared Proper Motion Survey Using Multi-Epoch two Micron All-Sky Survey data journal August 2010
First data release of the Hyper Suprime-Cam Subaru Strategic Program journal October 2017
The 2MASS Wide-Field T Dwarf Search. III. Seven New T Dwarfs and Other Cool Dwarf Discoveries journal May 2004
On the Accretion Rates and Radiative Efficiencies of the Highest-redshift Quasars journal February 2017
Cosmic Variance and Its Effect on the Luminosity Function Determination in Deep High‐ z Surveys journal April 2008
Gamma-Ray Bursts and the Early Star-Formation History journal October 2016
The ALPINE-ALMA [C II] survey journal October 2020
The Subaru COSMOS 20: Subaru optical imaging of the HST COSMOS field with 20 filters journal November 2015
COSMOS-DASH: The Evolution of the Galaxy Size–Mass Relation since z ∼ 3 from New Wide-field WFC3 Imaging Combined with CANDELS/3D- HST journal July 2019
The ALPINE–ALMA [C ii] Survey: Multiwavelength Ancillary Data and Basic Physical Measurements journal April 2020
A Sample of Very Young Field L Dwarfs and Implications for the Brown Dwarf “Lithium Test” at Early Ages journal December 2008
Evolution of the AGN UV luminosity function from redshift 7.5 journal June 2019
WISE PHOTOMETRY FOR 400 MILLION SDSS SOURCES journal January 2016
THE FIRST HUNDRED BROWN DWARFS DISCOVERED BY THE WIDE-FIELD INFRARED SURVEY EXPLORER ( WISE ) journal November 2011
The quasar luminosity function at redshift 4 with the Hyper Suprime-Cam Wide Survey journal November 2017
The Global Schmidt Law in Star‐forming Galaxies journal May 1998
The DEIMOS 10K Spectroscopic Survey Catalog of the COSMOS Field journal May 2018
An updated analytic model for attenuation by the intergalactic medium journal June 2014
An Application of Multi-band Forced Photometry to One Square Degree of SERVS: Accurate Photometric Redshifts and Implications for Future Science journal May 2017
Line-Emitting Galaxies Beyond a Redshift of 7: an Improved Method for Estimating the Evolving Neutrality of the Intergalactic Medium journal October 2014
Star counts redivivus. I - A new look at the galaxy at faint magnitudes journal June 1993
The Rest‐Frame Extreme‐Ultraviolet Spectral Properties of Quasi‐stellar Objects journal February 2002
Ionizing radiation from AGNs at z > 3.3 with the Subaru Hyper Suprime-Cam Survey and the CFHT Large Area U-band Deep Survey (CLAUDS) journal September 2021
COSMIC REIONIZATION AND EARLY STAR-FORMING GALAXIES: A JOINT ANALYSIS OF NEW CONSTRAINTS FROM PLANCK AND THE HUBBLE SPACE TELESCOPE journal April 2015
A Volume-limited Sample of Ultracool Dwarfs. I. Construction, Space Density, and a Gap in the L/T Transition journal December 2020
The First Release COSMOS Optical and Near‐IR Data and Catalog journal September 2007
Faint AGNs at z > 4 in the CANDELS GOODS-S field: looking for contributors to the reionization of the Universe journal June 2015
A New Method for Wide-field Near-IR Imaging with theHubble Space Telescope journal December 2016
THE CHANDRA COSMOS LEGACY SURVEY: OVERVIEW AND POINT SOURCE CATALOG journal February 2016
COSMOS2020: A Panchromatic View of the Universe to z ∼ 10 from Two Complementary Catalogs journal January 2022
The Chandra COSMOS Legacy Survey: Compton thick AGN at high redshift journal July 2018
THE CHANDRA COSMOS LEGACY SURVEY: OPTICAL/IR IDENTIFICATIONS journal January 2016
T-PHOT version 2.0: Improved algorithms for background subtraction, local convolution, kernel registration, and new options journal November 2016
THE PAN-STARRS1 DISTANT z > 5.6 QUASAR SURVEY: MORE THAN 100 QUASARS WITHIN THE FIRST GYR OF THE UNIVERSE journal November 2016
THE EVOLUTION OF MASS-SIZE RELATION FOR LYMAN BREAK GALAXIES FROM z = 1 to z = 7 journal August 2012
Astropy: A community Python package for astronomy journal September 2013
The Spectra of T Dwarfs. II. Red Optical Data journal September 2003
THE COSMOS2015 CATALOG: EXPLORING THE 1 < z < 6 UNIVERSE WITH HALF A MILLION GALAXIES journal June 2016
Composite Quasar Spectra from the Sloan Digital Sky Survey journal August 2001
DISCOVERY OF A POSSIBLE COOL WHITE DWARF COMPANION FROM THE AllWISE MOTION SURVEY journal November 2016
A Survey of [CLC][ITAL]z[/ITAL][/CLC] > 5.8 Quasars in the Sloan Digital Sky Survey. I. Discovery of Three New Quasars and the Spatial Density of Luminous Quasars at [CLC][ITAL]z[/ITAL][/CLC] ∼ 6 journal December 2001
Hyper Suprime-Cam: System design and verification of image quality journal September 2017
Evidence for Reionization at [ITAL][CLC]z[/CLC][/ITAL] ∼ 6: Detection of a Gunn-Peterson Trough in a [ITAL][CLC]z[/CLC][/ITAL] = 6.28 Quasar journal December 2001
Analysis of Systematic Effects and Statistical Uncertainties in Angular Clustering of Galaxies from Early Sloan Digital Sky Survey Data journal November 2002
Galactic Stellar and Substellar Initial Mass Function journal July 2003
The COSMOS Survey: Hubble Space Telescope Advanced Camera for Surveys Observations and Data Processing journal September 2007
The Formation and Early Evolution of the Milky Way Galaxy journal January 2000
Cosmic Reionization After Planck: Could Quasars do it all? journal October 2015
The Faint End of the Quasar Luminosity Function at z ∼ 5 from the Subaru Hyper Suprime-Cam Survey journal November 2020
T-PHOT: A new code for PSF-matched, prior-based, multiwavelength extragalactic deconfusion photometry journal September 2015
UV LUMINOSITY FUNCTIONS AT REDSHIFTS z ∼ 4 TO z ∼ 10: 10,000 GALAXIES FROM HST LEGACY FIELDS journal April 2015
The rapid transition from star formation to AGN-dominated rest-frame ultraviolet light at z ≃ 4 journal January 2021
SILVERRUSH. III. Deep optical and near-infrared spectroscopy for Lyα and UV-nebular lines of bright Lyα emitters at z = 6–7†‡ journal November 2017
The Cosmic Evolution Survey (COSMOS): Overview journal September 2007
Space Distribution and Luminosity Functions of Quasi-Stellar Radio Sources journal January 1968
A HIGHLY CONSISTENT FRAMEWORK FOR THE EVOLUTION OF THE STAR-FORMING “MAIN SEQUENCE” FROM z ∼ 0-6 journal September 2014
Efficient Simulations of Early Structure Formation and Reionization journal November 2007
LSST: From Science Drivers to Reference Design and Anticipated Data Products journal March 2019
Subaru High- z Exploration of Low-luminosity Quasars (SHELLQs). V. Quasar Luminosity Function and Contribution to Cosmic Reionization at z = 6 journal December 2018
The ALPINE-ALMA [C II] survey journal October 2020
The ionizing background at the end of reionization journal April 2009
The photometric structure of the inner Galaxy journal June 1997
Overview of the DESI Legacy Imaging Surveys journal April 2019
An 800-million-solar-mass black hole in a significantly neutral Universe at a redshift of 7.5 journal December 2017
CANDELS: THE COSMIC ASSEMBLY NEAR-INFRARED DEEP EXTRAGALACTIC LEGACY SURVEY—THE HUBBLE SPACE TELESCOPE OBSERVATIONS, IMAGING DATA PRODUCTS, AND MOSAICS journal December 2011
Candels: the Cosmic Assembly Near-Infrared deep Extragalactic Legacy Survey journal December 2011
Radiative Transfer in a Clumpy Universe. III. The Nature of Cosmological Ionizing Sources journal April 1999
Absolute Spectral Energy Distributions for White Dwarfs journal February 1974
Revisiting the Integrated Star Formation Law. II. Starbursts and the Combined Global Schmidt Law journal February 2021
SpeX SPECTROSCOPY OF UNRESOLVED VERY LOW MASS BINARIES. I. IDENTIFICATION OF 17 CANDIDATE BINARIES STRADDLING THE L DWARF/T DWARF TRANSITION journal January 2010
The Cosmic Evolution Survey (COSMOS): Subaru Observations of the HST Cosmos Field journal September 2007
On the UV compactness and morphologies of typical Lyman α emitters from z ∼ 2 to z ∼ 6 journal February 2018
Star Formation in Galaxies Along the Hubble Sequence journal September 1998