Cool Core Bias in Sunyaev-Zel’dovich Galaxy Cluster Surveys
Abstract
Sunyaev-Zeldovich (SZ) surveys find massive clusters of galaxies by measuring the inverse Compton scattering of cosmic microwave background off of intra-cluster gas. The cluster selection function from such surveys is expected to be nearly independent of redshift and cluster astrophysics. In this work, we estimate the effect on the observed SZ signal of centrally-peaked gas density profiles (cool cores) and radio emission from the brightest cluster galaxy (BCG) by creating mock observations of a sample of clusters that span the observed range of classical cooling rates and radio luminosities. For each cluster, we make simulated SZ observations by the South Pole Telescope and characterize the cluster selection function, but note that our results are broadly applicable to other SZ surveys. We find that the inclusion of a cool core can cause a change in the measured SPT significance of a cluster between 0.01%–10% at z > 0.3, increasing with cuspiness of the cool core and angular size on the sky of the cluster (i.e., decreasing redshift, increasing mass). We provide quantitative estimates of the bias in the SZ signal as a function of a gas density cuspiness parameter, redshift, mass, and the 1.4 GHz radio luminosity of the central AGN.more »
- Authors:
-
- Harvard Univ., Cambridge, MA (United States)
- Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States). Kavli Inst. of Astrophysics and Space Research
- Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- Publication Date:
- Research Org.:
- Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), High Energy Physics (HEP)
- OSTI Identifier:
- 1226318
- Report Number(s):
- FERMILAB-PUB-15-053-A
Journal ID: ISSN 1538-4357; arXiv eprint number arXiv:1501.04650
- Grant/Contract Number:
- AC02-07CH11359
- Resource Type:
- Accepted Manuscript
- Journal Name:
- The Astrophysical Journal (Online)
- Additional Journal Information:
- Journal Name: The Astrophysical Journal (Online); Journal Volume: 802; Journal Issue: 1; Journal ID: ISSN 1538-4357
- Publisher:
- Institute of Physics (IOP)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS
Citation Formats
Lin, Henry W., McDonald, Michael, Benson, Bradford, and Miller, Eric. Cool Core Bias in Sunyaev-Zel’dovich Galaxy Cluster Surveys. United States: N. p., 2015.
Web. doi:10.1088/0004-637X/802/1/34.
Lin, Henry W., McDonald, Michael, Benson, Bradford, & Miller, Eric. Cool Core Bias in Sunyaev-Zel’dovich Galaxy Cluster Surveys. United States. https://doi.org/10.1088/0004-637X/802/1/34
Lin, Henry W., McDonald, Michael, Benson, Bradford, and Miller, Eric. Wed .
"Cool Core Bias in Sunyaev-Zel’dovich Galaxy Cluster Surveys". United States. https://doi.org/10.1088/0004-637X/802/1/34. https://www.osti.gov/servlets/purl/1226318.
@article{osti_1226318,
title = {Cool Core Bias in Sunyaev-Zel’dovich Galaxy Cluster Surveys},
author = {Lin, Henry W. and McDonald, Michael and Benson, Bradford and Miller, Eric},
abstractNote = {Sunyaev-Zeldovich (SZ) surveys find massive clusters of galaxies by measuring the inverse Compton scattering of cosmic microwave background off of intra-cluster gas. The cluster selection function from such surveys is expected to be nearly independent of redshift and cluster astrophysics. In this work, we estimate the effect on the observed SZ signal of centrally-peaked gas density profiles (cool cores) and radio emission from the brightest cluster galaxy (BCG) by creating mock observations of a sample of clusters that span the observed range of classical cooling rates and radio luminosities. For each cluster, we make simulated SZ observations by the South Pole Telescope and characterize the cluster selection function, but note that our results are broadly applicable to other SZ surveys. We find that the inclusion of a cool core can cause a change in the measured SPT significance of a cluster between 0.01%–10% at z > 0.3, increasing with cuspiness of the cool core and angular size on the sky of the cluster (i.e., decreasing redshift, increasing mass). We provide quantitative estimates of the bias in the SZ signal as a function of a gas density cuspiness parameter, redshift, mass, and the 1.4 GHz radio luminosity of the central AGN. Based on this work, we estimate that, for the Phoenix cluster (one of the strongest cool cores known), the presence of a cool core is biasing the SZ significance high by ~6%. The ubiquity of radio galaxies at the centers of cool core clusters will offset the cool core bias to varying degrees},
doi = {10.1088/0004-637X/802/1/34},
journal = {The Astrophysical Journal (Online)},
number = 1,
volume = 802,
place = {United States},
year = {Wed Mar 18 00:00:00 EDT 2015},
month = {Wed Mar 18 00:00:00 EDT 2015}
}
Web of Science
Works referenced in this record:
Planck early results. VIII. The all-sky early Sunyaev-Zeldovich cluster sample
journal, December 2011
- Ade, P. A. R.; Aghanim, N.; Arnaud, M.
- Astronomy & Astrophysics, Vol. 536
Cosmological Parameters from Observations of Galaxy Clusters
journal, September 2011
- Allen, Steven W.; Evrard, August E.; Mantz, Adam B.
- Annual Review of Astronomy and Astrophysics, Vol. 49, Issue 1
X-Ray Properties of the First Sunyaev-Zel'Dovich Effect Selected Galaxy Cluster Sample from the South pole Telescope
journal, August 2011
- Andersson, K.; Benson, B. A.; Ade, P. A. R.
- The Astrophysical Journal, Vol. 738, Issue 1
The universal galaxy cluster pressure profile from a representative sample of nearby systems (REXCESS) and the Y SZ – M 500 relation
journal, July 2010
- Arnaud, M.; Pratt, G. W.; Piffaretti, R.
- Astronomy and Astrophysics, Vol. 517
ON THE CLUSTER PHYSICS OF SUNYAEV-ZEL'DOVICH AND X-RAY SURVEYS. I. THE INFLUENCE OF FEEDBACK, NON-THERMAL PRESSURE, AND CLUSTER SHAPES ON Y - M SCALING RELATIONS
journal, September 2012
- Battaglia, N.; Bond, J. R.; Pfrommer, C.
- The Astrophysical Journal, Vol. 758, Issue 2
On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. iii. Measurement Biases and Cosmological Evolution of gas and Stellar mass Fractions
journal, October 2013
- Battaglia, N.; Bond, J. R.; Pfrommer, C.
- The Astrophysical Journal, Vol. 777, Issue 2
ERRATUM: “ON THE CLUSTER PHYSICS OF SUNYAEV-ZEL'DOVICH AND X-RAY SURVEYS. III. MEASUREMENT BIASES AND COSMOLOGICAL EVOLUTION OF GAS AND STELLAR MASS FRACTIONS” (2013, ApJ, 777, 123)
journal, December 2013
- Battaglia, N.; Bond, J. R.; Pfrommer, C.
- The Astrophysical Journal, Vol. 780, Issue 2
COSMOLOGICAL CONSTRAINTS FROM SUNYAEV-ZEL'DOVICH-SELECTED CLUSTERS WITH X-RAY OBSERVATIONS IN THE FIRST 178 deg 2 OF THE SOUTH POLE TELESCOPE SURVEY
journal, January 2013
- Benson, B. A.; de Haan, T.; Dudley, J. P.
- The Astrophysical Journal, Vol. 763, Issue 2
A Systematic Study of Radio‐induced X‐Ray Cavities in Clusters, Groups, and Galaxies
journal, June 2004
- Birzan, L.; Rafferty, D. A.; McNamara, B. R.
- The Astrophysical Journal, Vol. 607, Issue 2
The 10 Meter South Pole Telescope
journal, May 2011
- Carlstrom, J. E.; Ade, P. A. R.; Aird, K. A.
- Publications of the Astronomical Society of the Pacific, Vol. 123, Issue 903
INTRACLUSTER MEDIUM ENTROPY PROFILES FOR A CHANDRA ARCHIVAL SAMPLE OF GALAXY CLUSTERS
journal, April 2009
- Cavagnolo, Kenneth W.; Donahue, Megan; Voit, G. Mark
- The Astrophysical Journal Supplement Series, Vol. 182, Issue 1
Radio Sources toward Galaxy Clusters at 30 GHz
journal, June 2007
- Coble, K.; Bonamente, M.; Carlstrom, J. E.
- The Astronomical Journal, Vol. 134, Issue 3
Turbulent gas motions in galaxy cluster simulations: the role of smoothed particle hydrodynamics viscosity
journal, December 2005
- Dolag, K.; Vazza, F.; Brunetti, G.
- Monthly Notices of the Royal Astronomical Society, Vol. 364, Issue 3
The radio properties of a complete, X-ray selected sample of nearby, massive elliptical galaxies
journal, March 2010
- Dunn, R. J. H.; Allen, S. W.; Taylor, G. B.
- Monthly Notices of the Royal Astronomical Society
The X-ray/SZ view of the virial region: II. Gas mass fraction
journal, February 2013
- Eckert, D.; Ettori, S.; Molendi, S.
- Astronomy & Astrophysics, Vol. 551
The cool-core bias in X-ray galaxy cluster samples: I. Method and application to HIFLUGCS
journal, December 2010
- Eckert, D.; Molendi, S.; Paltani, S.
- Astronomy & Astrophysics, Vol. 526
Cooling Flows in Clusters of Galaxies
journal, September 1994
- Fabian, A. C.
- Annual Review of Astronomy and Astrophysics, Vol. 32, Issue 1
DISCOVERY AND COSMOLOGICAL IMPLICATIONS OF SPT-CL J2106-5844, THE MOST MASSIVE KNOWN CLUSTER AT z >1
journal, March 2011
- Foley, R. J.; Andersson, K.; Bazin, G.
- The Astrophysical Journal, Vol. 731, Issue 2
Using the kinematic Sunyaev-Zeldovich effect to determine the peculiar velocities of clusters of galaxies
journal, March 1996
- Haehnelt, M. G.; Tegmark, M.
- Monthly Notices of the Royal Astronomical Society, Vol. 279, Issue 2
Extreme AGN feedback in the MAssive Cluster Survey: a detailed study of X-ray cavities at z>0.3
journal, February 2012
- Hlavacek-Larrondo, J.; Fabian, A. C.; Edge, A. C.
- Monthly Notices of the Royal Astronomical Society, Vol. 421, Issue 2
What is a cool-core cluster? a detailed analysis of the cores of the X-ray flux-limited HIFLUGCS cluster sample
journal, April 2010
- Hudson, D. S.; Mittal, R.; Reiprich, T. H.
- Astronomy and Astrophysics, Vol. 513
Relativistic Corrections to the Sunyaev‐Zeldovich Effect for Clusters of Galaxies
journal, July 1998
- Itoh, Naoki; Kohyama, Yasuharu; Nozawa, Satoshi
- The Astrophysical Journal, Vol. 502, Issue 1
Merger-induced scatter and bias in the cluster mass-Sunyaev-Zel’dovich effect scaling relation: Merger-induced scatter in the M-Y relation
journal, November 2011
- Krause, Elisabeth; Pierpaoli, Elena; Dolag, Klaus
- Monthly Notices of the Royal Astronomical Society, Vol. 419, Issue 2
Spectral Energy Distribution of Radio Sources in Nearby Clusters of Galaxies: Implications for Sunyaev-Zel'Dovich Effect Surveys
journal, March 2009
- Lin, Yen-Ting; Partridge, Bruce; Pober, J. C.
- The Astrophysical Journal, Vol. 694, Issue 2
Radio Active Galaxy Nuclei in Galaxy Clusters: Heating hot Atmospheres and Driving Supermassive Black hole Growth over Cosmic time
journal, January 2013
- Ma, C. -J.; McNamara, B. R.; Nulsen, P. E. J.
- The Astrophysical Journal, Vol. 763, Issue 1
OPTICAL LINE EMISSION IN BRIGHTEST CLUSTER GALAXIES AT 0 < z < 0.6: EVIDENCE FOR A LACK OF STRONG COOL CORES 3.5 Gyr AGO?
journal, November 2011
- McDonald, Michael
- The Astrophysical Journal, Vol. 742, Issue 2
A massive, cooling-flow-induced starburst in the core of a luminous cluster of galaxies
journal, August 2012
- McDonald, M.; Bayliss, M.; Benson, B. A.
- Nature, Vol. 488, Issue 7411
The State of the warm and cold gas in the Extreme Starburst at the core of the Phoenix Galaxy Cluster (Spt-Clj2344-4243)
journal, February 2014
- McDonald, Michael; Swinbank, Mark; Edge, Alastair C.
- The Astrophysical Journal, Vol. 784, Issue 1
The Starburst in the Abell 1835 Cluster Central Galaxy: A Case Study of Galaxy Formation Regulated by an Outburst from a Supermassive Black Hole
journal, September 2006
- McNamara, B. R.; Rafferty, D. A.; Birzan, L.
- The Astrophysical Journal, Vol. 648, Issue 1
Catalog extraction in SZ cluster surveys: a matched filter approach
journal, September 2006
- Melin, J. -B.; Bartlett, J. G.; Delabrouille, J.
- Astronomy & Astrophysics, Vol. 459, Issue 2
The Atacama Cosmology Telescope: Act-Cl J0102–4915 “el Gordo,” a Massive Merging Cluster at Redshift 0.87
journal, February 2012
- Menanteau, Felipe; Hughes, John P.; Sifón, Cristóbal
- The Astrophysical Journal, Vol. 748, Issue 1
The Impact of Galaxy Formation on the Sunyaev‐Zel'dovich Effect of Galaxy Clusters
journal, October 2006
- Nagai, Daisuke
- The Astrophysical Journal, Vol. 650, Issue 2
Hydrodynamic Simulation of Non-Thermal Pressure Profiles of Galaxy Clusters
journal, August 2014
- Nelson, Kaylea; Lau, Erwin T.; Nagai, Daisuke
- The Astrophysical Journal, Vol. 792, Issue 1
Galaxy Clusters Discovered via the Sunyaev-Zel’Dovich Effect in the First 720 Square Degrees of the South pole Telescope Survey
journal, January 2013
- Reichardt, C. L.; Stalder, B.; Bleem, L. E.
- The Astrophysical Journal, Vol. 763, Issue 2
The evolution of cool-core clusters
journal, October 2010
- Santos, J. S.; Tozzi, P.; Rosati, P.
- Astronomy and Astrophysics, Vol. 521
The MUSIC of galaxy clusters – I. Baryon properties and scaling relations of the thermal Sunyaev–Zel'dovich effect
journal, December 2012
- Sembolini, Federico; Yepes, Gustavo; De Petris, Marco
- Monthly Notices of the Royal Astronomical Society, Vol. 429, Issue 1
High-Redshift Cool-Core Galaxy Clusters Detected via the Sunyaev-Zel'Dovich Effect in the South pole Telescope Survey
journal, December 2012
- Semler, D. R.; Šuhada, R.; Aird, K. A.
- The Astrophysical Journal, Vol. 761, Issue 2
The Impact of Halo Properties, Energy Feedback, and Projection Effects on the Mass‐SZ Flux Relation
journal, October 2008
- Shaw, Laurie D.; Holder, Gilbert P.; Bode, Paul
- The Astrophysical Journal, Vol. 686, Issue 1
Analytical model for non-thermal pressure in galaxy clusters
journal, June 2014
- Shi, Xun; Komatsu, Eiichiro
- Monthly Notices of the Royal Astronomical Society, Vol. 442, Issue 1
Every bcg with a Strong Radio agn has an X-Ray cool Core: is the cool Core-Noncool core Dichotomy too Simple?
journal, October 2009
- Sun, M.
- The Astrophysical Journal, Vol. 704, Issue 2
Cooling functions for low-density astrophysical plasmas
journal, September 1993
- Sutherland, Ralph S.; Dopita, M. A.
- The Astrophysical Journal Supplement Series, Vol. 88
Galaxy Clusters Selected with the Sunyaev-Zel'Dovich Effect from 2008 South pole Telescope Observations
journal, September 2010
- Vanderlinde, K.; Crawford, T. M.; de Haan, T.
- The Astrophysical Journal, Vol. 722, Issue 2
Chandra Sample of Nearby Relaxed Galaxy Clusters: Mass, Gas Fraction, and Mass‐Temperature Relation
journal, April 2006
- Vikhlinin, A.; Kravtsov, A.; Forman, W.
- The Astrophysical Journal, Vol. 640, Issue 2
The baseline intracluster entropy profile from gravitational structure formation
journal, December 2005
- Voit, G. M.; Kay, S. T.; Bryan, G. L.
- Monthly Notices of the Royal Astronomical Society, Vol. 364, Issue 3
Robust weak-lensing mass calibration of Planck galaxy clusters
journal, July 2014
- von der Linden, Anja; Mantz, Adam; Allen, Steven W.
- Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 3
The baryon content of galaxy clusters: a challenge to cosmological orthodoxy
journal, December 1993
- White, Simon D. M.; Navarro, Julio F.; Evrard, August E.
- Nature, Vol. 366, Issue 6454
Works referencing / citing this record:
Toward a characterization of X-ray galaxy clusters for cosmology
journal, August 2019
- Käfer, Florian; Finoguenov, Alexis; Eckert, Dominique
- Astronomy & Astrophysics, Vol. 628
A study of high-redshift AGN feedback in SZ cluster samples
journal, June 2017
- Bîrzan, L.; Rafferty, D. A.; Brüggen, M.
- Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2
The cool-core state of Planck SZ-selected clusters versus X-ray-selected samples: evidence for cool-core bias
journal, February 2017
- Rossetti, M.; Gastaldello, F.; Eckert, D.
- Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 2
A census of cool-core galaxy clusters in IllustrisTNG
journal, August 2018
- Barnes, David J.; Vogelsberger, Mark; Kannan, Rahul
- Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 2
The Fraction of Cool-core Clusters in X-Ray versus SZ Samples Using Chandra Observations
journal, July 2017
- Andrade-Santos, Felipe; Jones, Christine; Forman, William R.
- The Astrophysical Journal, Vol. 843, Issue 1
X-Ray Morphological Analysis of the Planck ESZ Clusters
journal, August 2017
- Lovisari, Lorenzo; Forman, William R.; Jones, Christine
- The Astrophysical Journal, Vol. 846, Issue 1
The cool core state of Planck SZ-selected clusters versus X-ray selected samples: evidence for cool core bias
text, January 2017
- Rossetti, M.; Gastaldello, F.; Eckert, D.
- arXiv
The fraction of cool-core clusters in X-ray vs. SZ samples using Chandra observations
text, January 2017
- Andrade-Santos, Felipe; Jones, Christine; Forman, William R.
- arXiv
A Study of High-redshift AGN Feedback in SZ Cluster Samples
text, January 2017
- Bîrzan, L.; Rafferty, D. A.; Brüggen, M.
- arXiv
Towards a characterization of X-ray galaxy clusters for cosmology
text, January 2019
- Käfer, Florian; Finoguenov, Alexis; Eckert, Dominique
- arXiv