Constraints on the optical depth of galaxy groups and clusters
Abstract
Here, future data from galaxy redshift surveys, combined with high-resolutions maps of the cosmic microwave background, will enable measurements of the pairwise kinematic Sunyaev–Zel'dovich (kSZ) signal with unprecedented statistical significance. This signal probes the matter-velocity correlation function, scaled by the average optical depth (τ) of the galaxy groups and clusters in the sample, and is thus of fundamental importance for cosmology. However, in order to translate pairwise kSZ measurements into cosmological constraints, external constraints on τ are necessary. In this work, we present a new model for the intracluster medium, which takes into account star formation, feedback, non-thermal pressure, and gas cooling. Our semi-analytic model is computationally efficient and can reproduce results of recent hydrodynamical simulations of galaxy cluster formation. We calibrate the free parameters in the model using recent X-ray measurements of gas density profiles of clusters, and gas masses of groups and clusters. Our observationally calibrated model predicts the average $${\tau }_{500}$$ (i.e., the integrated τ within a disk of size R 500) to better than 6% modeling uncertainty (at 95% confidence level). If the remaining uncertainties associated with other astrophysical uncertainties and X-ray selection effects can be better understood, our model for the optical depth should break the degeneracy between optical depth and cluster velocity in the analysis of future pairwise kSZ measurements and improve cosmological constraints with the combination of upcoming galaxy and CMB surveys, including the nature of dark energy, modified gravity, and neutrino mass.
- Authors:
-
- Argonne National Lab. (ANL), Lemont, IL (United States); The Univ. of Chicago, Chicago, IL (United States)
- Yale Univ., New Haven, CT (United States)
- Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
- Publication Date:
- Research Org.:
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Sponsoring Org.:
- National Science Foundation (NSF); National Aeronautics and Space Administration (NASA); USDOE Office of Science (SC), National Energy Research Scientific Computing Center (NERSC)
- OSTI Identifier:
- 1366482
- Grant/Contract Number:
- AC02-06CH11357
- Resource Type:
- Accepted Manuscript
- Journal Name:
- The Astrophysical Journal (Online)
- Additional Journal Information:
- Journal Name: The Astrophysical Journal (Online); Journal Volume: 837; Journal Issue: 2; Journal ID: ISSN 1538-4357
- Publisher:
- Institute of Physics (IOP)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS; cosmology: observations; cosmology: theory; galaxies: clusters: intracluster medium; galaxies: groups: general; methods: statistical; X-rays: galaxies: clusters
Citation Formats
Flender, Samuel, Nagai, Daisuke, and McDonald, Michael. Constraints on the optical depth of galaxy groups and clusters. United States: N. p., 2017.
Web. doi:10.3847/1538-4357/aa60bf.
Flender, Samuel, Nagai, Daisuke, & McDonald, Michael. Constraints on the optical depth of galaxy groups and clusters. United States. https://doi.org/10.3847/1538-4357/aa60bf
Flender, Samuel, Nagai, Daisuke, and McDonald, Michael. Fri .
"Constraints on the optical depth of galaxy groups and clusters". United States. https://doi.org/10.3847/1538-4357/aa60bf. https://www.osti.gov/servlets/purl/1366482.
@article{osti_1366482,
title = {Constraints on the optical depth of galaxy groups and clusters},
author = {Flender, Samuel and Nagai, Daisuke and McDonald, Michael},
abstractNote = {Here, future data from galaxy redshift surveys, combined with high-resolutions maps of the cosmic microwave background, will enable measurements of the pairwise kinematic Sunyaev–Zel'dovich (kSZ) signal with unprecedented statistical significance. This signal probes the matter-velocity correlation function, scaled by the average optical depth (τ) of the galaxy groups and clusters in the sample, and is thus of fundamental importance for cosmology. However, in order to translate pairwise kSZ measurements into cosmological constraints, external constraints on τ are necessary. In this work, we present a new model for the intracluster medium, which takes into account star formation, feedback, non-thermal pressure, and gas cooling. Our semi-analytic model is computationally efficient and can reproduce results of recent hydrodynamical simulations of galaxy cluster formation. We calibrate the free parameters in the model using recent X-ray measurements of gas density profiles of clusters, and gas masses of groups and clusters. Our observationally calibrated model predicts the average ${\tau }_{500}$ (i.e., the integrated τ within a disk of size R 500) to better than 6% modeling uncertainty (at 95% confidence level). If the remaining uncertainties associated with other astrophysical uncertainties and X-ray selection effects can be better understood, our model for the optical depth should break the degeneracy between optical depth and cluster velocity in the analysis of future pairwise kSZ measurements and improve cosmological constraints with the combination of upcoming galaxy and CMB surveys, including the nature of dark energy, modified gravity, and neutrino mass.},
doi = {10.3847/1538-4357/aa60bf},
journal = {The Astrophysical Journal (Online)},
number = 2,
volume = 837,
place = {United States},
year = {Fri Mar 10 00:00:00 EST 2017},
month = {Fri Mar 10 00:00:00 EST 2017}
}
Web of Science
Works referenced in this record:
How accurately can the SZ effect measure peculiar cluster velocities and bulk flows?
journal, July 2001
- Aghanim, N.; Górski, K. M.; Puget, J. -L.
- Astronomy & Astrophysics, Vol. 374, Issue 1
Kinematic Sunyaev-Zel'dovich Cosmic Microwave Background Temperature Anisotropies Generated by Gas in Cosmic Structures
journal, January 2008
- Atrio-Barandela, F.; Mücket, J. P.; Génova-Santos, R.
- The Astrophysical Journal, Vol. 674, Issue 2
On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum
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. iv. Characterizing Density and Pressure Clumping due to Infalling Substructures
journal, June 2015
- Battaglia, N.; Bond, J. R.; Pfrommer, C.
- The Astrophysical Journal, Vol. 806, Issue 1
Dark energy constraints from galaxy cluster peculiar velocities
journal, April 2008
- Bhattacharya, Suman; Kosowsky, Arthur
- Physical Review D, Vol. 77, Issue 8
Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey
journal, January 2015
- Bleem, L. E.; Stalder, B.; de Haan, T.
- The Astrophysical Journal Supplement Series, Vol. 216, Issue 2
pygtc: beautiful parameter covariance plots (aka. Giant Triangle Confusograms)
journal, October 2016
- Bocquet, Sebastian; W. Carter, Faustin
- The Journal of Open Source Software, Vol. 1, Issue 6
Exploring the Energetics of Intracluster gas with a Simple and Accurate Model
journal, July 2009
- Bode, Paul; Ostriker, Jeremiah P.; Vikhlinin, Alexey
- The Astrophysical Journal, Vol. 700, Issue 2
The similarity of the stellar mass fractions of galaxy groups and clusters
journal, November 2013
- Budzynski, J. M.; Koposov, S. E.; McCarthy, I. G.
- Monthly Notices of the Royal Astronomical Society, Vol. 437, Issue 2
Is cosmic speed-up due to new gravitational physics?
journal, August 2004
- Carroll, Sean M.; Duvvuri, Vikram; Trodden, Mark
- Physical Review D, Vol. 70, Issue 4
Kinetic Sunyaev-Zeldovich effect from galaxy cluster rotation
journal, December 2002
- Chluba, J.; Mannheim, K.
- Astronomy & Astrophysics, Vol. 396, Issue 2
Kinetic Sunyaev‐Zeldovich Effect from Halo Rotation
journal, July 2002
- Cooray, Asantha; Chen, Xuelei
- The Astrophysical Journal, Vol. 573, Issue 1
Cosmological Constraints from Galaxy Clusters in the 2500 Square-Degree Spt-Sz Survey
journal, November 2016
- Haan, T. de; Benson, B. A.; Bleem, L. E.
- The Astrophysical Journal, Vol. 832, Issue 1
Galaxy redshift surveys selected by neutral hydrogen using the Five-hundred metre Aperture Spherical Telescope: Galaxy redshift surveys using FAST
journal, December 2007
- Duffy, Alan R.; Battye, Richard A.; Davies, Rod D.
- Monthly Notices of the Royal Astronomical Society, Vol. 383, Issue 1
4D gravity on a brane in 5D Minkowski space
journal, July 2000
- Dvali, Gia; Gabadadze, Gregory; Porrati, Massimo
- Physics Letters B, Vol. 485, Issue 1-3
Streaming Velocities as a Dynamical Estimator of Ω
journal, April 1999
- Ferreira, P. G.; Juszkiewicz, R.; Feldman, H. A.
- The Astrophysical Journal, Vol. 515, Issue 1
Simulations of the Pairwise Kinematic Sunyaev–Zel’Dovich Signal
journal, May 2016
- Flender, Samuel; Bleem, Lindsey; Finkel, Hal
- The Astrophysical Journal, Vol. 823, Issue 2
emcee : The MCMC Hammer
journal, March 2013
- Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
- Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925
Stellar and Total Baryon mass Fractions in Groups and Clusters Since Redshift 1
journal, September 2009
- Giodini, S.; Pierini, D.; Finoguenov, A.
- The Astrophysical Journal, Vol. 703, Issue 1
A Census of Baryons in Galaxy Clusters and Groups
journal, September 2007
- Gonzalez, Anthony H.; Zaritsky, Dennis; Zabludoff, Ann I.
- The Astrophysical Journal, Vol. 666, Issue 1
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
Evidence of Galaxy Cluster Motions with the Kinematic Sunyaev-Zel’dovich Effect
journal, July 2012
- Hand, Nick; Addison, Graeme E.; Aubourg, Eric
- Physical Review Letters, Vol. 109, Issue 4
The Atacama Cosmology Telescope: Sunyaev-Zel'dovich selected galaxy clusters at 148 GHz from three seasons of data
journal, July 2013
- Hasselfield, Matthew; Hilton, Matt; Marriage, Tobias A.
- Journal of Cosmology and Astroparticle Physics, Vol. 2013, Issue 07
Correlation Properties of the Kinematic Sunyaev‐Zel’dovich Effect and Implications for Dark Energy
journal, June 2006
- Hernandez‐Monteagudo, Carlos; Verde, Licia; Jimenez, Raul
- The Astrophysical Journal, Vol. 643, Issue 2
The Kinetic Sunyaev‐Zel’dovich Effect from Radiative Transfer Simulations of Patchy Reionization
journal, May 2007
- Iliev, Ilian T.; Pen, Ue‐Li; Bond, J. Richard
- The Astrophysical Journal, Vol. 660, Issue 2
Prospects for Measuring the Relative Velocities of Galaxy Clusters in Photometric Surveys Using the Kinetic Sunyaev-Zel'Dovich Effect
journal, February 2013
- Keisler, Ryan; Schmidt, Fabian
- The Astrophysical Journal, Vol. 765, Issue 2
SEVEN-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL INTERPRETATION
journal, January 2011
- Komatsu, E.; Smith, K. M.; Dunkley, J.
- The Astrophysical Journal Supplement Series, Vol. 192, Issue 2
A future test of gravitation using galaxy cluster velocities
journal, September 2009
- Kosowsky, Arthur; Bhattacharya, Suman
- Physical Review D, Vol. 80, Issue 6
Mass Accretion and its Effects on the Self-Similarity of gas Profiles in the Outskirts of Galaxy Clusters
journal, June 2015
- Lau, Erwin T.; Nagai, Daisuke; Avestruz, Camille
- The Astrophysical Journal, Vol. 806, Issue 1
The Integrated Stellar Content of dark Matter Halos
journal, January 2012
- Leauthaud, Alexie; George, Matthew R.; Behroozi, Peter S.
- The Astrophysical Journal, Vol. 746, Issue 1
Near‐Infrared Properties of Galaxy Clusters: Luminosity as a Binding Mass Predictor and the State of Cluster Baryons
journal, July 2003
- Lin, Yen‐Ting; Mohr, Joseph J.; Stanford, S. Adam
- The Astrophysical Journal, Vol. 591, Issue 2
Scaling properties of a complete X-ray selected galaxy group sample
journal, January 2015
- Lovisari, L.; Reiprich, T. H.; Schellenberger, G.
- Astronomy & Astrophysics, Vol. 573
Dark energy imprints on the kinematic Sunyaev–Zel'dovich signal
journal, July 2014
- Ma, Yin-Zhe; Zhao, Gong-Bo
- Physics Letters B, Vol. 735
The Effects of Clumping and Substructure on Intracluster Medium Mass Measurements
journal, July 1999
- Mathiesen, B.; Evrard, A. E.; Mohr, J. J.
- The Astrophysical Journal, Vol. 520, Issue 1
Modelling shock heating in cluster mergers – I. Moving beyond the spherical accretion model
journal, April 2007
- McCarthy, I. G.; Bower, R. G.; Balogh, M. L.
- Monthly Notices of the Royal Astronomical Society, Vol. 376, Issue 2
THE GROWTH OF COOL CORES AND EVOLUTION OF COOLING PROPERTIES IN A SAMPLE OF 83 GALAXY CLUSTERS AT 0.3 < z < 1.2 SELECTED FROM THE SPT-SZ SURVEY
journal, August 2013
- McDonald, M.; Benson, B. A.; Vikhlinin, A.
- The Astrophysical Journal, Vol. 774, Issue 1
Constraints on Gravity and dark Energy from the Pairwise Kinematic Sunyaev–Zel’Dovich Effect
journal, July 2015
- Mueller, Eva-Maria; Bernardis, Francesco de; Bean, Rachel
- The Astrophysical Journal, Vol. 808, Issue 1
Effect of Internal Flows on Sunyaev‐Zeldovich Measurements of Cluster Peculiar Velocities
journal, April 2003
- Nagai, Daisuke; Kravtsov, Andrey V.; Kosowsky, Arthur
- The Astrophysical Journal, Vol. 587, Issue 2
Gas Clumping in the Outskirts of Λcdm Clusters
journal, March 2011
- Nagai, Daisuke; Lau, Erwin T.
- The Astrophysical Journal, Vol. 731, Issue 1
Testing X‐Ray Measurements of Galaxy Clusters with Cosmological Simulations
journal, January 2007
- Nagai, Daisuke; Vikhlinin, Alexey; Kravtsov, Andrey V.
- The Astrophysical Journal, Vol. 655, Issue 1
A Universal Density Profile from Hierarchical Clustering
journal, December 1997
- Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
- The Astrophysical Journal, Vol. 490, Issue 2
Peculiar velocities in redshift space: formalism, N-body simulations and perturbation theory
journal, May 2014
- Okumura, Teppei; Seljak, Uroš; Vlah, Zvonimir
- Journal of Cosmology and Astroparticle Physics, Vol. 2014, Issue 05
A Simple and Accurate Model for Intracluster Gas
journal, December 2005
- Ostriker, Jeremiah P.; Bode, Paul; Babul, Arif
- The Astrophysical Journal, Vol. 634, Issue 2
Testing cosmological structure formation using redshift-space distortions
journal, February 2009
- Percival, Will J.; White, Martin
- Monthly Notices of the Royal Astronomical Society, Vol. 393, Issue 1
Peculiar cluster velocities from measurements of the kinematic Sunyaev-Zeldovich effect
journal, May 1991
- Rephaeli, Yoel; Lahav, Ofer
- The Astrophysical Journal, Vol. 372
Large-scale inhomogeneities of the intracluster medium: improving mass estimates using the observed azimuthal scatter
journal, May 2013
- Roncarelli, M.; Ettori, S.; Borgani, S.
- Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 4
Robust Optical Richness Estimation with Reduced Scatter
journal, February 2012
- Rykoff, E. S.; Koester, B. P.; Rozo, E.
- The Astrophysical Journal, Vol. 746, Issue 2
The Redmapper Galaxy Cluster Catalog from des Science Verification data
journal, May 2016
- Rykoff, E. S.; Rozo, E.; Hollowood, D.
- The Astrophysical Journal Supplement Series, Vol. 224, Issue 1
Constraints on the richness–mass relation and the optical-SZE positional offset distribution for SZE-selected clusters
journal, October 2015
- Saro, A.; Bocquet, S.; Rozo, E.
- Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 3
A Measurement of the Kinetic Sunyaev-Zel'Dovich Signal Toward macs J0717.5+3745
journal, November 2013
- Sayers, J.; Mroczkowski, T.; Zemcov, M.
- The Astrophysical Journal, Vol. 778, Issue 1
Cosmological simulations of normal-branch braneworld gravity
journal, December 2009
- Schmidt, Fabian
- Physical Review D, Vol. 80, Issue 12
Impact of Cluster Physics on the Sunyaev-Zel'Dovich Power Spectrum
journal, November 2010
- Shaw, Laurie D.; Nagai, Daisuke; Bhattacharya, Suman
- The Astrophysical Journal, Vol. 725, Issue 2
Analytical model for non-thermal pressure in galaxy clusters – III. Removing the hydrostatic mass bias
journal, November 2015
- Shi, Xun; Komatsu, Eiichiro; Nagai, Daisuke
- Monthly Notices of the Royal Astronomical Society, Vol. 455, Issue 3
Detection of the kinematic Sunyaev–Zel'dovich effect with DES Year 1 and SPT
journal, June 2016
- Soergel, B.; Flender, S.; Story, K. T.
- Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 3
Understanding redshift space distortions in density-weighted peculiar velocity
journal, July 2016
- Sugiyama, Naonori S.; Okumura, Teppei; Spergel, David N.
- Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 07
CHANDRA STUDIES OF THE X-RAY GAS PROPERTIES OF GALAXY GROUPS
journal, March 2009
- Sun, M.; Voit, G. M.; Donahue, M.
- The Astrophysical Journal, Vol. 693, Issue 2
The velocity of clusters of galaxies relative to the microwave background. The possibility of its measurement
journal, March 1980
- Sunyaev, R. A.; Zeldovich, Ya. B.
- Monthly Notices of the Royal Astronomical Society, Vol. 190, Issue 3
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 interaction of matter and radiation in a hot-model universe
journal, July 1969
- Zeldovich, Ya. B.; Sunyaev, R. A.
- Astrophysics and Space Science, Vol. 4, Issue 3
Quantifying properties of ICM inhomogeneities
journal, November 2012
- Zhuravleva, I.; Churazov, E.; Kravtsov, A.
- Monthly Notices of the Royal Astronomical Society, Vol. 428, Issue 4
Works referencing / citing this record:
Measuring galaxy cluster masses with CMB lensing using a Maximum Likelihood estimator: statistical and systematic error budgets for future experiments
journal, August 2017
- Raghunathan, Srinivasan; Patil, Sanjaykumar; Baxter, Eric J.
- Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 08
Future constraints on halo thermodynamics from combined Sunyaev-Zel'dovich measurements
journal, November 2017
- Battaglia, Nicholas; Ferraro, Simone; Schaan, Emmanuel
- Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 11
A one-dimensional hydrodynamic model for accretion, cooling, and heating of gas in dark matter haloes from z = 6 to z = 0
journal, February 2019
- Choudhury, Prakriti Pal; Kauffmann, Guinevere; Sharma, Prateek
- Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 3
Intrinsic alignment statistics of density and velocity fields at large scales: Formulation, modeling, and baryon acoustic oscillation features
journal, November 2019
- Okumura, Teppei; Taruya, Atsushi; Nishimichi, Takahiro
- Physical Review D, Vol. 100, Issue 10
Imaging the Thermal and Kinematic Sunyaev–Zel’dovich Effect Signals in a Sample of 10 Massive Galaxy Clusters: Constraints on Internal Velocity Structures and Bulk Velocities
journal, July 2019
- Sayers, Jack; Montaña, Alfredo; Mroczkowski, Tony
- The Astrophysical Journal, Vol. 880, Issue 1
The X-Ray Halo Scaling Relations of Supermassive Black Holes
journal, October 2019
- Gaspari, M.; Eckert, D.; Ettori, S.
- The Astrophysical Journal, Vol. 884, Issue 2
Future constraints on halo thermodynamics from combined Sunyaev-Zel'dovich measurements
text, January 2017
- Battaglia, Nicholas; Ferraro, Simone; Schaan, Emmanuel
- arXiv
Measuring galaxy cluster masses with CMB lensing using a Maximum Likelihood estimator: Statistical and systematic error budgets for future experiments
text, January 2017
- Raghunathan, Srinivasan; Patil, Sanjaykumar; Baxter, Eric J.
- arXiv
"SZ spectroscopy" in the coming decade: Galaxy cluster cosmology and astrophysics in the submillimeter
preprint, January 2019
- Basu, Kaustuv; Erler, Jens; Chluba, Jens
- arXiv
Fast Radio Burst Tomography of the Unseen Universe
preprint, January 2019
- Ravi, Vikram; Battaglia, Nicholas; Burke-Spolaor, Sarah
- arXiv