Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect

Aghanim, N.; Akrami, Y.; Ashdown, M.; Aumont, J.; Baccigalupi, C.; Ballardini, M.; Banday, A. J.; Barreiro, R. B.; Bartolo, N.; Basak, S.; Battye, R.; Benabed, K.; Bernard, J. -P.; Bersanelli, M.; Bielewicz, P.; Bond, J. R.; Borrill, J.; Bouchet, F. R.; Burigana, C.; Calabrese, E.; Carron, J.; Chiang, H. C.; Comis, B.; Contreras, D.; Crill, B. P.; Curto, A.; Cuttaia, F.; de Bernardis, P.; de Rosa, A.; de Zotti, G.; Delabrouille, J.; Di Valentino, E.; Dickinson, C.; Diego, J. M.; Doré, O.; Ducout, A.; Dupac, X.; Elsner, F.; Enßlin, T. A.; Eriksen, H. K.; Falgarone, E.; Fantaye, Y.; Finelli, F.; Forastieri, F.; Frailis, M.; Fraisse, A. A.; Franceschi, E.; Frolov, A.; Galeotta, S.; Galli, S.; Ganga, K.; Gerbino, M.; Górski, K. M.; Gruppuso, A.; Gudmundsson, J. E.; Handley, W.; Hansen, F. K.; Herranz, D.; Hivon, E.; Huang, Z.; Jaffe, A. H.; Keihänen, E.; Keskitalo, R.; Kiiveri, K.; Kim, J.; Kisner, T. S.; Krachmalnicoff, N.; Kunz, M.; Kurki-Suonio, H.; Lamarre, J. -M.; Lasenby, A.; Lattanzi, M.; Lawrence, C. R.; Le Jeune, M.; Levrier, F.; Liguori, M.; Lilje, P. B.; Lindholm, V.; López-Caniego, M.; Lubin, P. M.; Ma, Y. -Z.; Macías-Pérez, J. F.; Maggio, G.; Maino, D.; Mandolesi, N.; Mangilli, A.; Martin, P. G.; Martínez-González, E.; Matarrese, S.; Mauri, N.; McEwen, J. D.; Melchiorri, A.; Mennella, A.; Migliaccio, M.; Miville-Deschênes, M. -A.; Molinari, D.; Moneti, A.; Montier, L.; Morgante, G.; Natoli, P.; Oxborrow, C. A.; Pagano, L.; Paoletti, D.; Partridge, B.; Perdereau, O.; Perotto, L.; Pettorino, V.; Piacentini, F.; Plaszczynski, S.; Polastri, L.; Polenta, G.; Rachen, J. P.; Racine, B.; Reinecke, M.; Remazeilles, M.; Renzi, A.; Rocha, G.; Roudier, G.; Ruiz-Granados, B.; Sandri, M.; Savelainen, M.; Scott, D.; Sirignano, C.; Sirri, G.; Spencer, L. D.; Stanco, L.; Sunyaev, R.; Tauber, J. A.; Tavagnacco, D.; Tenti, M.; Toffolatti, L.; Tomasi, M.; Tristram, M.; Trombetti, T.; Valiviita, J.; Van Tent, F.; Vielva, P.; Villa, F.; Vittorio, N.; Wandelt, B. D.; Wehus, I. K.; Zacchei, A.; Zonca, A.

doi:10.1051/0004-6361/201731489

Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect

Journal Article · Sat Sep 01 00:00:00 EDT 2018 · Astronomy and Astrophysics

DOI:https://doi.org/10.1051/0004-6361/201731489· OSTI ID:1526537

Aghanim, N.; Akrami, Y.; Ashdown, M.; Aumont, J.; Baccigalupi, C.; Ballardini, M.; Banday, A. J.; Barreiro, R. B.; Bartolo, N.; Basak, S.; Battye, R.; Benabed, K.; Bernard, J. -P.; Bersanelli, M.; Bielewicz, P.; Bond, J. R.; Borrill, J.; Bouchet, F. R.; Burigana, C.; Calabrese, E. more »

Using the Planck full-mission data, we present a detection of the temperature (and therefore velocity) dispersion due to the kinetic Sunyaev-Zeldovich (kSZ) effect from clusters of galaxies. To suppress the primary CMB and instrumental noise we derive a matched filter and then convolve it with the Planck foreground-cleaned `2D-ILC' maps. By using the Meta Catalogue of X-ray detected Clusters of galaxies (MCXC), we determine the normalized rms dispersion of the temperature fluctuations at the positions of clusters, finding that this shows excess variance compared with the noise expectation. We then build an unbiased statistical estimator of the signal, determining that the normalized mean temperature dispersion of 1526 clusters is ((ΔT/T)²) = (1.64±0.48)×10^-11. However, comparison with analytic calculations and simulations suggest that around 0.7σ of this result is due to cluster lensing rather than the kSZ effect. By correcting this, the temperature dispersion is measured to be ((ΔT/T)²) = (1.35±0.48)×10^-11, which gives a detection at the 2.8σ level. We further convert uniform-weight temperature dispersion into a measurement of the line-of-sight velocity dispersion, by using estimates of the optical depth of each cluster (which introduces additional uncertainty into the estimate). We find that the velocity dispersion is (v²)=(123000±71000)(kms^-1)², which is consistent with findings from other large-scale structure studies, and provides direct evidence of statistical homogeneity on scales of 600 h^-1Mpc. Our study shows the promise of using cross-correlations of the kSZ effect with large-scale structure in order to constrain the growth of structure.

View Accepted Manuscript (DOE)

Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

Contributing Organization:: Planck Collaboration

Grant/Contract Number:: AC02-05CH11231

OSTI ID:: 1526537

Journal Information:: Astronomy and Astrophysics, Journal Name: Astronomy and Astrophysics Vol. 617; ISSN 0004-6361

Publisher:: EDP SciencesCopyright Statement

Country of Publication:: United States

Language:: English

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Optimistic estimation on probing primordial gravitational waves with CMB B-mode polarization Huang, Qing-Guo; Wang, Sai Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 2 https://doi.org/10.1093/mnras/sty3262	journal	November 2018
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Tuning goodness-of-fit tests† Arrasmith, A.; Follin, B.; Anderes, E. Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 2 https://doi.org/10.1093/mnras/stz066	journal	January 2019
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Probing galaxy cluster and intra-cluster gas with luminous red galaxies Gong, Yan; Ma, Yin-Zhe; Tanimura, Hideki Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4 https://doi.org/10.1093/mnras/stz1177	journal	May 2019
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Statistical properties of polarized CMB foreground maps von Hausegger, Sebastian; Gammelgaard Ravnebjerg, Aske; Liu, Hao Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 4 https://doi.org/10.1093/mnras/stz1582	journal	June 2019
Tracing the quenching history of cluster galaxies in the EAGLE simulation Pallero, Diego; Gómez, Facundo A.; Padilla, Nelson D. Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 1 https://doi.org/10.1093/mnras/stz1745	journal	June 2019
Gone after one orbit: How cluster environments quench galaxies Lotz, Marcel; Remus, Rhea-Silvia; Dolag, Klaus Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 4 https://doi.org/10.1093/mnras/stz2070	journal	July 2019
There is no magnetic braking catastrophe: low-mass star cluster and protostellar disc formation with non-ideal magnetohydrodynamics Wurster, James; Bate, Matthew R.; Price, Daniel J. Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 2 https://doi.org/10.1093/mnras/stz2215	journal	August 2019
The Milky Way’s halo and subhaloes in self-interacting dark matter Robles, Victor H.; Kelley, Tyler; Bullock, James S. Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2 https://doi.org/10.1093/mnras/stz2345	journal	September 2019
On the road to per cent accuracy – II. Calibration of the non-linear matter power spectrum for arbitrary cosmologies Giblin, Benjamin; Cataneo, Matteo; Moews, Ben Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4 https://doi.org/10.1093/mnras/stz2659	journal	September 2019
Fractal statistics in young star clusters: structural parameters and dynamical evolution Hetem, Annibal; Gregorio-Hetem, Jane Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2 https://doi.org/10.1093/mnras/stz2698	journal	October 2019
How much graphene in space? Li, Qi; Li, Aigen; Jiang, B. W. Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 3 https://doi.org/10.1093/mnras/stz2740	journal	October 2019
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Rotation of the CMB polarization by foreground lensing Di Dio, Enea; Durrer, Ruth; Fanizza, Giuseppe Physical Review D, Vol. 100, Issue 4 https://doi.org/10.1103/physrevd.100.043508	journal	August 2019
Probing diffuse gas with fast radio bursts Walters, Anthony; Ma, Yin-Zhe; Sievers, Jonathan Physical Review D, Vol. 100, Issue 10 https://doi.org/10.1103/physrevd.100.103519	journal	November 2019
Nonminimal dark sector physics and cosmological tensions Di Valentino, Eleonora; Melchiorri, Alessandro; Mena, Olga Physical Review D, Vol. 101, Issue 6 https://doi.org/10.1103/physrevd.101.063502	journal	March 2020
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Thermodynamic interpretation of the generalized gravity models with geometry-matter coupling Harko, Tiberiu Physical Review D, Vol. 90, Issue 4 https://doi.org/10.1103/physrevd.90.044067	journal	August 2014
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CMB internal delensing with general optimal estimator for higher-order correlations Namikawa, Toshiya Physical Review D, Vol. 95, Issue 10 https://doi.org/10.1103/physrevd.95.103514	journal	May 2017
Measurement of the pairwise kinematic Sunyaev-Zeldovich effect with Planck and BOSS data Li, Yi-Chao; Ma, Yin-Zhe; Remazeilles, Mathieu Physical Review D, Vol. 97, Issue 2 https://doi.org/10.1103/physrevd.97.023514	journal	January 2018
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A classical non-quantum all-time time-symmetrical zero-energy single-bounce model for the creation, big bang, and death of the universe Fischer, Arthur E. International Journal of Modern Physics D, Vol. 28, Issue 14 https://doi.org/10.1142/s0218271819440243	journal	October 2019
The structure of galactic halos and the microwave temperature maps Amekhyan, A. International Journal of Modern Physics D, Vol. 28, Issue 16 https://doi.org/10.1142/s0218271820400167	journal	October 2019
Internal delensing of Planck CMB temperature and polarization Carron, J.; Lewis, A.; Challinor, Anthony Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.12356	text	January 2017
Sunyaev-Zel'dovich profile fitting with joint AMI-Planck analysis Perrott, Yvette Chanel; Javid, Kamran; Carvalho, P. Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.44998	text	January 2019
Constraints on dark radiation from cosmological probes Rossi, Graziano; Yèche, Christophe; Palanque-Delabrouille, Nathalie RWTH Aachen University https://doi.org/10.18154/rwth-conv-211468	text	January 2015
Large-Scale Features of the Radio Sky and a Model for Loop I Dickinson, Clive Galaxies, Vol. 6, Issue 2 https://doi.org/10.3390/galaxies6020056	journal	May 2018
The Important Role of Cosmic-Ray Re-Acceleration Cardillo, Martina Galaxies, Vol. 7, Issue 2 https://doi.org/10.3390/galaxies7020049	journal	April 2019
HeCS-SZ: THE HECTOSPEC SURVEY OF SUNYAEV–ZELDOVICH-SELECTED CLUSTERS Rines, Kenneth J.; Geller, Margaret J.; Diaferio, Antonaldo The Astrophysical Journal, Vol. 819, Issue 1 https://doi.org/10.3847/0004-637x/819/1/63	journal	February 2016
A case Against Spinning pahs as the Source of the Anomalous Microwave Emission Hensley, Brandon S.; Draine, B. T.; Meisner, Aaron M. The Astrophysical Journal, Vol. 827, Issue 1 https://doi.org/10.3847/0004-637x/827/1/45	journal	August 2016
The link Between Turbulence, Magnetic Fields, Filaments, and star Formation in the Central Molecular zone Cloud G0.253+0.016 Federrath, C.; Rathborne, J. M.; Longmore, S. N. The Astrophysical Journal, Vol. 832, Issue 2 https://doi.org/10.3847/0004-637x/832/2/143	journal	November 2016
DISSECTING THE HIGH- z INTERSTELLAR MEDIUM THROUGH INTENSITY MAPPING CROSS-CORRELATIONS Serra, Paolo; Doré, Olivier; Lagache, Guilaine The Astrophysical Journal, Vol. 833, Issue 2 https://doi.org/10.3847/1538-4357/833/2/153	journal	December 2016
SEARCHING FOR FOSSIL EVIDENCE OF AGN FEEDBACK IN WISE -SELECTED STRIPE-82 GALAXIES BY MEASURING THE THERMAL SUNYAEV–ZEL’DOVICH EFFECT WITH THE ATACAMA COSMOLOGY TELESCOPE Spacek, Alexander; Scannapieco, Evan; Cohen, Seth The Astrophysical Journal, Vol. 834, Issue 2 https://doi.org/10.3847/1538-4357/834/2/102	journal	January 2017
Planck Lensing and Cosmic Infrared Background Cross-correlation with Fermi -LAT: Tracing Dark Matter Signals in the Gamma-Ray Background Feng, Chang; Cooray, Asantha; Keating, Brian The Astrophysical Journal, Vol. 836, Issue 1 https://doi.org/10.3847/1538-4357/836/1/127	journal	February 2017
Modeling the Anomalous Microwave Emission with Spinning Nanoparticles: No PAHs Required Hensley, Brandon S.; Draine, B. T. The Astrophysical Journal, Vol. 836, Issue 2 https://doi.org/10.3847/1538-4357/aa5c37	journal	February 2017
The Fraction of Cool-core Clusters in X-Ray versus SZ Samples Using Chandra Observations Andrade-Santos, Felipe; Jones, Christine; Forman, William R. The Astrophysical Journal, Vol. 843, Issue 1 https://doi.org/10.3847/1538-4357/aa7461	journal	July 2017
X-Ray Morphological Analysis of the Planck ESZ Clusters Lovisari, Lorenzo; Forman, William R.; Jones, Christine The Astrophysical Journal, Vol. 846, Issue 1 https://doi.org/10.3847/1538-4357/aa855f	journal	August 2017
On Graphene in the Interstellar Medium Chen, X. H.; Li, Aigen; Zhang, Ke The Astrophysical Journal, Vol. 850, Issue 1 https://doi.org/10.3847/1538-4357/aa93d5	journal	November 2017
Mitigating Complex Dust Foregrounds in Future Cosmic Microwave Background Polarization Experiments Hensley, Brandon S.; Bull, Philip The Astrophysical Journal, Vol. 853, Issue 2 https://doi.org/10.3847/1538-4357/aaa489	journal	January 2018
Simulating the Galaxy Cluster “El Gordo”: Gas Motion, Kinetic Sunyaev–Zel’dovich Signal, and X-Ray Line Features Zhang, Congyao; Yu, Qingjuan; Lu, Youjun The Astrophysical Journal, Vol. 855, Issue 1 https://doi.org/10.3847/1538-4357/aaab4c	journal	March 2018
First Observation of the Submillimeter Polarization Spectrum in a Translucent Molecular Cloud Ashton, Peter C.; Ade, Peter A. R.; Angilè, Francesco E. The Astrophysical Journal, Vol. 857, Issue 1 https://doi.org/10.3847/1538-4357/aab3ca	journal	April 2018
A New Detection of Extragalactic Anomalous Microwave Emission in a Compact, Optically Faint Region of NGC 4725 Murphy, E. J.; Linden, S. T.; Dong, D. The Astrophysical Journal, Vol. 862, Issue 1 https://doi.org/10.3847/1538-4357/aac5f5	journal	July 2018
Dust–Gas Scaling Relations and OH Abundance in the Galactic ISM Nguyen, Hiep; Dawson, J. R.; Miville-Deschênes, M. -A. The Astrophysical Journal, Vol. 862, Issue 1 https://doi.org/10.3847/1538-4357/aac82b	journal	July 2018
Developing the 3-point Correlation Function for the Turbulent Interstellar Medium Portillo, Stephen K. N.; Slepian, Zachary; Burkhart, Blakesley The Astrophysical Journal, Vol. 862, Issue 2 https://doi.org/10.3847/1538-4357/aacb80	journal	July 2018
Optically Thick H i Does Not Dominate Dark Gas in the Local ISM Murray, Claire E.; Peek, J. E. G.; Lee, Min-Young The Astrophysical Journal, Vol. 862, Issue 2 https://doi.org/10.3847/1538-4357/aaccfe	journal	July 2018
Diffuse X-Ray Emission from the Northern Arc of Loop I Observed with Suzaku Akita, Masahiro; Kataoka, Jun; Arimoto, Makoto The Astrophysical Journal, Vol. 862, Issue 1 https://doi.org/10.3847/1538-4357/aacd08	journal	July 2018
A Projected Estimate of the Reionization Optical Depth Using the CLASS Experiment’s Sample Variance Limited E-mode Measurement Watts, Duncan J.; Wang, Bingjie; Ali, Aamir The Astrophysical Journal, Vol. 863, Issue 2 https://doi.org/10.3847/1538-4357/aad283	journal	August 2018
Planck 2015 Constraints on the Non-flat ΛCDM Inflation Model Ooba, Junpei; Ratra, Bharat; Sugiyama, Naoshi The Astrophysical Journal, Vol. 864, Issue 1 https://doi.org/10.3847/1538-4357/aad633	journal	August 2018
Properties of the Inctracluster Medium Assuming an Einasto Dark Matter Profile Mirakhor, Mohammad S. The Astrophysical Journal, Vol. 866, Issue 2 https://doi.org/10.3847/1538-4357/aadf8b	journal	October 2018
Demonstration of Magnetic Field Tomography with Starlight Polarization toward a Diffuse Sightline of the ISM Panopoulou, Georgia V.; Tassis, Konstantinos; Skalidis, Raphael The Astrophysical Journal, Vol. 872, Issue 1 https://doi.org/10.3847/1538-4357/aafdb2	journal	February 2019
Ultraviolet HST Spectroscopy of Planck Cold Clumps Dirks, Cody; Meyer, David M. The Astrophysical Journal, Vol. 872, Issue 2 https://doi.org/10.3847/1538-4357/aaff5d	journal	February 2019
Magnetic Field Tomography in Two Clouds toward Ursa Major Using H i Fibers Tritsis, Aris; Federrath, Christoph; Pavlidou, Vasiliki The Astrophysical Journal, Vol. 873, Issue 1 https://doi.org/10.3847/1538-4357/ab037d	journal	March 2019
The Halo Mass of Optically Luminous Quasars at z ≈ 1–2 Measured via Gravitational Deflection of the Cosmic Microwave Background Geach, J. E.; Peacock, J. A.; Myers, A. D. The Astrophysical Journal, Vol. 874, Issue 1 https://doi.org/10.3847/1538-4357/ab0894	journal	March 2019
Determination of the Cosmic Infrared Background from COBE /FIRAS and Planck HFI Observations Odegard, N.; Weiland, J. L.; Fixsen, D. J. The Astrophysical Journal, Vol. 877, Issue 1 https://doi.org/10.3847/1538-4357/ab14e8	journal	May 2019
On-sky Performance of the CLASS Q -band Telescope Appel, John W.; Xu, Zhilei; Padilla, Ivan L. The Astrophysical Journal, Vol. 876, Issue 2 https://doi.org/10.3847/1538-4357/ab1652	journal	May 2019
Gas and Dust Properties in the Chamaeleon Molecular Cloud Complex Based on the Optically Thick H i Hayashi, Katsuhiro; Okamoto, Ryuji; Yamamoto, Hiroaki The Astrophysical Journal, Vol. 878, Issue 2 https://doi.org/10.3847/1538-4357/ab2051	journal	June 2019
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 Sayers, Jack; Montaña, Alfredo; Mroczkowski, Tony The Astrophysical Journal, Vol. 880, Issue 1 https://doi.org/10.3847/1538-4357/ab29ef	journal	July 2019
Fermi -LAT γ -Ray Study of the Interstellar Medium and Cosmic Rays in the Chamaeleon Molecular Cloud Complex: A Look at the Dark Gas as Optically Thick H i Hayashi, Katsuhiro; Mizuno, Tsunefumi; Fukui, Yasuo The Astrophysical Journal, Vol. 884, Issue 2 https://doi.org/10.3847/1538-4357/ab4351	journal	October 2019
2 mm GISMO Observations of the Galactic Center. I. Dust Emission Arendt, Richard G.; Staguhn, Johannes; Dwek, Eli The Astrophysical Journal, Vol. 885, Issue 1 https://doi.org/10.3847/1538-4357/ab451c	journal	November 2019
Analytic Calculation of Covariance between Cosmological Parameters from Correlated Data Sets, with an Application to SPTpol Kable, Joshua A.; Addison, Graeme E.; Bennett, Charles L. The Astrophysical Journal, Vol. 888, Issue 1 https://doi.org/10.3847/1538-4357/ab54cc	journal	December 2019
Nonlinear Reconstruction of the Velocity Field Yu, Yu; Zhu, Hong-Ming The Astrophysical Journal, Vol. 887, Issue 2 https://doi.org/10.3847/1538-4357/ab5580	journal	December 2019
A Self-consistent Framework for Multiline Modeling in Line Intensity Mapping Experiments Sun, Guochao; Hensley, Brandon S.; Chang, Tzu-Ching The Astrophysical Journal, Vol. 887, Issue 2 https://doi.org/10.3847/1538-4357/ab55df	journal	December 2019
A New Probe of Line-of-sight Magnetic Field Tangling Clark, S. E. The Astrophysical Journal, Vol. 857, Issue 1 https://doi.org/10.3847/2041-8213/aabb54	journal	April 2018
Violent Quenching: Molecular Gas Blown to 1000 km s ⁻¹ during a Major Merger Geach, J. E.; Tremonti, C.; Diamond-Stanic, A. M. The Astrophysical Journal, Vol. 864, Issue 1 https://doi.org/10.3847/2041-8213/aad8b6	journal	August 2018
Probing Diffuse Gas with Fast Radio Bursts Walters, Anthony; Ma, Yin-Zhe; Sievers, Jonathan arXiv https://doi.org/10.48550/arxiv.1909.02821	text	January 2019
Impact of Next-to-Leading Order Contributions to Cosmic Microwave Background Lensing Marozzi, Giovanni; Fanizza, Giuseppe; Di Dio, Enea American Physical Society https://doi.org/10.5167/uzh-148007	text	January 2017

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