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Title: Planck 2013 results. XXI. Power spectrum and high-order statistics of the Planck all-sky Compton parameter map

Journal Article · · Astronomy and Astrophysics
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We have constructed the first all-sky map of the thermal Sunyaev-Zeldovich (tSZ) effect by applying specifically tailored component separation algorithms to the 100 to 857 GHz frequency channel maps from the Planck survey. This map shows an obvious galaxy cluster tSZ signal that is well matched with blindly detected clusters in the Planck SZ catalogue. To characterize the signal in the tSZ map we have computed its angular power spectrum. At large angular scales (ℓ < 60), the major foreground contaminant is the diffuse thermal dust emission. At small angular scales (ℓ > 500) the clustered cosmic infrared background and residual point sources are the major contaminants. These foregrounds are carefully modelled and subtracted. We thus measure the tSZ power spectrum over angular scales 0.17° ≲ θ ≲ 3.0° that were previously unexplored. The measured tSZ power spectrum is consistent with that expected from the Planck catalogue of SZ sources, with clear evidence of additional signal from unresolved clusters and, potentially, diffuse warm baryons. Marginalized band-powers of the Planck tSZ power spectrum and the best-fit model are given. The non-Gaussianity of the Compton parameter map is further characterized by computing its 1D probability distribution function and its bispectrum. The measured tSZ power spectrum and high order statistics are used to place constraints on σ8.

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:
1523969
Journal Information:
Astronomy and Astrophysics, Journal Name: Astronomy and Astrophysics Vol. 571; ISSN 0004-6361
Publisher:
EDP SciencesCopyright Statement
Country of Publication:
United States
Language:
English

References (83)

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
Templates for the Sunyaev-Zel’Dovich Angular Power Spectrum journal January 2011
XSPECT, estimation of the angular power spectrum by computing cross-power spectra with analytical error bars journal April 2005
Planck 2013 results. XVII. Gravitational lensing by large-scale structure journal October 2014
Planck 2013 results. XIII. Galactic CO emission journal October 2014
Constraints on non-Gaussianity from Sunyaev-Zeldovich cluster surveys journal December 2012
Planck 2013 results. III. LFI systematic uncertainties journal October 2014
High-frequency predictions for number counts and spectral properties of extragalactic radio sources. New evidence of a break at mm wavelengths in spectra of bright blazar sources journal August 2011
Comparison of filters for the detection of point sources in Planck simulations: Comparison of filters in Planck simulations journal July 2006
Planck 2013 results. XVIII. The gravitational lensing-infrared background correlation journal October 2014
The Atacama Cosmology Telescope: likelihood for small-scale CMB data journal July 2013
Discriminating between unresolved point sources and 'negative' Sunyaev-Zel'dovich clusters in cosmic microwave background maps journal October 2003
Planck 2013 results. XIX. The integrated Sachs-Wolfe effect journal October 2014
Planck early results. XVIII. The power spectrum of cosmic infrared background anisotropies journal December 2011
An analytic model for the spatial clustering of dark matter haloes journal September 1996
Planck 2013 results. X. HFI energetic particle effects: characterization, removal, and simulation journal October 2014
The universal galaxy cluster pressure profile from a representative sample of nearby systems (REXCESS) and the Y SZM 500 relation journal July 2010
The Atacama Cosmology Telescope: Sunyaev-Zel'dovich selected galaxy clusters at 148 GHz from three seasons of data journal July 2013
A Unified Empirical Model for Infrared Galaxy Counts Based on the Observed Physical Evolution of Distant Galaxies journal September 2012
Planck 2013 results. XXVII. Doppler boosting of the CMB: Eppur si muove journal October 2014
Planck 2013 results. XXIX. The Planck catalogue of Sunyaev-Zeldovich sources journal October 2014
Galaxy Clusters Discovered via the Sunyaev-Zel’Dovich Effect in the First 720 Square Degrees of the South pole Telescope Survey journal January 2013
Planck 2013 results. VII. HFI time response and beams journal October 2014
Catalog extraction in SZ cluster surveys: a matched filter approach journal September 2006
Sunyaev-Zeldovich Fluctuations from Spatial Correlations between Clusters of Galaxies journal November 1999
A MEASUREMENT OF THE SECONDARY-CMB AND MILLIMETER-WAVE-FOREGROUND BISPECTRUM USING 800 deg 2 OF SOUTH POLE TELESCOPE DATA journal March 2014
Modelling the correlation between the thermal Sunyaev Zel'dovich effect and the cosmic infrared background: tSZ–CIB correlation journal November 2012
MASTER of the Cosmic Microwave Background Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex Cosmic Microwave Background Data Sets journal March 2002
Planck early results. XI. Calibration of the local galaxy cluster Sunyaev-Zeldovich scaling relations journal December 2011
Planck early results. X. Statistical analysis of Sunyaev-Zeldovich scaling relations for X-ray galaxy clusters journal December 2011
Planck 2013 results. XXV. Searches for cosmic strings and other topological defects journal October 2014
Planck 2013 results. II. Low Frequency Instrument data processing journal October 2014
Planck early results. XII. Cluster Sunyaev-Zeldovich optical scaling relations journal December 2011
A Measurement of Secondary Cosmic Microwave Background Anisotropies with two Years of South pole Telescope Observations journal July 2012
Planck 2013 results. XIV. Zodiacal emission journal October 2014
Planck 2013 results. XXX. Cosmic infrared background measurements and implications for star formation journal October 2014
Cosmological parameters from CMB and other data: A Monte Carlo approach journal November 2002
Planck 2013 results. XXVI. Background geometry and topology of the Universe journal October 2014
Planck 2013 results. XXIII. Isotropy and statistics of the CMB journal October 2014
CMB and SZ effect separation with constrained Internal Linear Combinations: CMB and SZ separation with constrained ILC journal November 2010
Characterization of the non-Gaussianity of radio and IR point sources at CMB frequencies: Non-Gaussianity of radio and IR point sources journal March 2012
Impact of Cluster Physics on the Sunyaev-Zel'Dovich Power Spectrum journal November 2010
A comparison of algorithms for the construction of SZ cluster catalogues journal November 2012
Planck 2013 results. IX. HFI spectral response journal October 2014
Planck 2013 results. IV. Low Frequency Instrument beams and window functions journal October 2014
Planck 2013 results. XXIV. Constraints on primordial non-Gaussianity journal October 2014
The Atacama Cosmology Telescope: cosmological parameters from three seasons of data journal October 2013
Planck 2013 results. XXII. Constraints on inflation journal October 2014
Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality journal December 2008
On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum journal September 2012
HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere journal April 2005
The ISW-tSZ cross-correlation: integrated Sachs-Wolfe extraction out of pure cosmic microwave background data: ISW-tSZ: ISW extraction out of CMB data only journal November 2011
Planck intermediate results : VII. Statistical properties of infrared and radio extragalactic sources from the journal February 2013
Simulations of the Sunyaev-Zel'Dovich Power Spectrum with Active Galactic Nucleus Feedback journal November 2010
Planck 2013 results. V. LFI calibration journal October 2014
A simple empirically motivated template for the thermal Sunyaev-Zel’dovich effect journal May 2012
Planck 2013 results. I. Overview of products and scientific results journal October 2014
Planck 2013 results. XXVIII. The Planck Catalogue of Compact Sources journal October 2014
Planck early results. VIII. The all-sky early Sunyaev-Zeldovich cluster sample journal December 2011
Planck 2013 results. XXXI. Consistency of the Planck data journal October 2014
MILCA, a modified internal linear combination algorithm to extract astrophysical emissions from multifrequency sky maps journal October 2013
Biases on the cosmological parameters and thermal Sunyaev-Zel'dovich residuals journal January 2009
PowellSnakes II: a fast Bayesian approach to discrete object detection in multi-frequency astronomical data sets: PowellSnakes II: multi-channel detection journal November 2012
A full sky, low foreground, high resolution CMB map from WMAP journal November 2008
Planck 2013 results. XVI. Cosmological parameters journal October 2014
The Sunyaev-Zel'dovich angular power spectrum as a probe of cosmological parameters journal November 2002
Planck 2013 results. XX. Cosmology from Sunyaev–Zeldovich cluster counts journal October 2014
Atacama Cosmology Telescope: A measurement of the thermal Sunyaev-Zel’dovich effect using the skewness of the CMB temperature distribution journal December 2012
Planck 2013 results. VI. High Frequency Instrument data processing journal October 2014
Filtering techniques for the detection of Sunyaev-Zel'dovich clusters in multifrequency maps journal November 2002
SExtractor: Software for source extraction journal June 1996
The hybrid SZ power spectrum: combining cluster counts and SZ fluctuations to probe gas physics journal August 2004
The pre-launch Planck Sky Model: a model of sky emission at submillimetre to centimetre wavelengths journal May 2013
Planck 2013 results. VIII. HFI photometric calibration and mapmaking journal October 2014
Planck 2013 results. XII. Diffuse component separation journal October 2014
Cosmological constraints from moments of the thermal Sunyaev-Zel’dovich effect journal January 2013
Planck 2013 results. XI. All-sky model of thermal dust emission journal October 2014
The Mexican hat wavelet family: application to point-source detection in cosmic microwave background maps: The Mexican hat wavelet family journal June 2006
Planck 2013 results. XV. CMB power spectra and likelihood journal October 2014
Cosmology with the Sunyaev-Zel’dovich Effect journal September 2002
Detecting bispectral acoustic oscillations from inflation using a new flexible estimator: Detecting bispectral acoustic oscillations from inflation using a new flexible estimator journal September 2010
Bispectrum of the Sunyaev-Zel'Dovich Effect journal October 2012
NINE-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL PARAMETER RESULTS journal September 2013

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Constraints from thermal Sunyaev-Zeldovich cluster counts and power spectrum combined with CMB text January 2017
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Optical validation and characterization of Planck PSZ1 sources at the Canary Islands observatories. I. First year of ITP13 observations text January 2018
Exploring cosmic origins with CORE: Cluster science journal April 2018
Planck 2013 results. XXV. Searches for cosmic strings and other topological defects text January 2013
Planck 2013 results. XVII. Gravitational lensing by large-scale structure journal October 2014
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Planck 2013 results. XVI. Cosmological parameters text January 2013
Planck 2013 results. XXV. Searches for cosmic strings and other topological defects journal October 2014
Planck 2013 results. I. Overview of products and scientific results text January 2013
Planck 2013 Results. XXIV. Constraints on primordial non-Gaussianity text January 2013
Planck intermediate results : XXXVI. Optical identification and redshifts of journal February 2016
Planck 2013 results. XXIX. The Planck catalogue of Sunyaev-Zeldovich sources journal October 2014
Planck 2013 results. XXXI. Consistency of the Planck data journal October 2014
Planck 2013 results. VI. High Frequency Instrument data processing text January 2013
A Measurement of Secondary Cosmic Microwave Background Anisotropies from the 2500 Square-Degree Spt-Sz Survey journal January 2015
Optical validation and characterization of \Planck\ PSZ2 sources at the Canary Islands observatories. I. First year of LP15 observations text January 2019
The Simons Observatory: science goals and forecasts journal February 2019
Planck 2015 results. I. Overview of products and scientific results text January 2015
Planck 2013 results. XVI. Cosmological parameters journal October 2014
Planck 2013 results. XXIX. Planck catalogue of Sunyaev-Zeldovich sources text January 2013
Constraining the Baryon Fraction in the warm hot Intergalactic Medium at low Redshifts with Planck data journal June 2015
Planck 2015 results : XXVI. The Second journal September 2016
Planck 2015 results : XI. CMB power spectra, likelihoods, and robustness of parameters journal September 2016
Constraints from thermal Sunyaev-Zel’dovich cluster counts and power spectrum combined with CMB journal June 2018
Optical validation and characterization of Planck PSZ2 sources at the Canary Islands observatories: I. First year of LP15 observations journal July 2019
Planck 2015 results : VI. LFI mapmaking journal September 2016
Probing the diffuse baryon distribution with the lensing-tSZ cross-correlation text January 2014
Exploring Cosmic Origins with CORE: Cluster Science text January 2017
Planck 2013 results. XXIII. Isotropy and statistics of the CMB journal October 2014
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Characterization of a subsample of the Planck SZ source cluster catalogues using optical SDSS DR12 data journal September 2018
Planck 2013 results. XXVI. Background geometry and topology of the Universe journal October 2014
Planck 2013 results. XI. All-sky model of thermal dust emission journal October 2014
Planck 2013 results. XXII. Constraints on inflation journal October 2014
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