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

Title: CODEX weak lensing mass catalogue and implications on the mass–richness relation

Journal Article · · Monthly Notices of the Royal Astronomical Society
 [1]; ORCiD logo [2]; ORCiD logo [1];  [3];  [4];  [2];  [5];  [6];  [7];  [8];  [9]; ORCiD logo [1]; ORCiD logo [1];  [10]; ORCiD logo [11];  [12];  [13];  [14];  [15];  [16] more »;  [17];  [18] « less
  1. Univ. of Helsinki (Finland)
  2. Stanford Univ., CA (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States)
  3. Argelander-Institut für Astronomie, Bonn (Germany)
  4. Univ. of British Columbia, Vancouver, BC (Canada)
  5. Univ. of Oxford (United Kingdom)
  6. Stockholm Univ. (Sweden)
  7. Observatório Nacional, Rio de Janeiro (Brazil); Univ. of Michigan, Ann Arbor, MI (United States); Univ. of Alabama, Tuscaloosa, AL (United States); Eureka Scientific Inc., Oakland, CA (United States)
  8. Inst. for Astronomy, Honolulu, HI (United States)
  9. Ecole Polytechnique Federale Lausanne (Switzerland); Aix Marseille Univ., Marseille (France)
  10. Univ. of Sao Paulo (Brazil); Ludwig Maximilian Univ. of Munich, Munich (Germany)
  11. Univ. de Toulouse (France)
  12. Istituto Nazionale di Astrofisica (INAF), Trieste (Italy)
  13. Univ. of Sao Paulo (Brazil)
  14. Univ. of Arizona, Tucson, AZ (United States)
  15. Shanghai Astronomical Observatory (SHAO) (China)
  16. Museu de Astronomia e Ciências Afins (MAST), Rio de Janeiro (Brazil)
  17. Univ. of Helsinki (Finland); Univ. of Jyvaskyla (Finland)
  18. Ludwig Maximilian Univ. of Munich, Munich (Germany); Excellence Cluster Origins, Garching (Germany)

The COnstrain Dark Energy with X-ray clusters (CODEX) sample contains the largest flux limited sample of X-ray clusters at 0.35 < z < 0.65. It was selected from ROSAT data in the 10 000 square degrees of overlap with BOSS, mapping a total number of 2770 high-z galaxy clusters. We present here the full results of the CFHT CODEX programme on cluster mass measurement, including a reanalysis of CFHTLS Wide data, with 25 individual lensing-constrained cluster masses. We employ lensfit shape measurement and perform a conservative colour–space selection and weighting of background galaxies. Using the combination of shape noise and an analytic covariance for intrinsic variations of cluster profiles at fixed mass due to large-scale structure, miscentring, and variations in concentration and ellipticity, we determine the likelihood of the observed shear signal as a function of true mass for each cluster. We combine 25 individual cluster mass likelihoods in a Bayesian hierarchical scheme with the inclusion of optical and X-ray selection functions to derive constraints on the slope α, normalization β, and scatter σln λ|μ of our richness–mass scaling relation model in log-space: $${\langle {\rm In}\,\, \lambda\!\!\mid\!\!\mu\rangle = \alpha\mu + \beta,} $$ with μ = ln (M200c/Mpiv), and Mpiv = 1014.81M. We find a slope $$\alpha = 0.49^{+0.20}_{-0.15}$$, normalization $$\exp (\beta) = 84.0^{+9.2}_{-14.8}$$, and $$\sigma _{\ln \lambda | \mu } = 0.17^{+0.13}_{-0.09}$$ using CFHT richness estimates. In comparison to other weak lensing richness–mass relations, we find the normalization of the richness statistically agreeing with the normalization of other scaling relations from a broad redshift range (0.0 < z < 0.65) and with different cluster selection (X-ray, Sunyaev–Zeldovich, and optical).

Research Organization:
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES); Science and Technology Facilities Council (STFC) (United Kingdom); Finnish Academy; Shanghai Committee of Science and Technology; USDOE Office of Science (SC), High Energy Physics (HEP); USDOE Laboratory Directed Research and Development (LDRD) Program; Brazilian National Council for Scientific and Technological Development (CNPq); Coordination for the Improvement of Higher Education Personnel (CAPES); S˜ao Paolo Research Foundation (FAPESP); Science and Technology Facilities Council (STFC); Science and Technology Commission of Shanghai Municipality
Grant/Contract Number:
AC02-76SF00515; ST/N000919/1; 266918; 19ZR1466600; 292882
OSTI ID:
1766077
Alternate ID(s):
OSTI ID: 1765947
Report Number(s):
SLAC-PUB-17589; TRN: US2206288
Journal Information:
Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 1; ISSN 0035-8711
Publisher:
Royal Astronomical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (109)

BLOX: the Bonn lensing, optical, and X-ray selected galaxy clusters: I. Cluster catalog construction journal May 2007
CARS: the CFHTLS-Archive-Research Survey: I. Five-band multi-colour data from 37 sq. deg. CFHTLS-wide observations journal December 2008
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package journal August 2018
Cosmic variance of the galaxy cluster weak lensing signal journal April 2015
Detection of anti-correlation of hot and cold baryons in galaxy clusters journal July 2019
Practical Weak-lensing Shear Measurement with Metacalibration journal May 2017
A Precise Cluster mass Profile Averaged from the Highest-Quality Lensing data journal August 2011
HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere journal April 2005
Weak lensing measurement of the mass–richness relation of SDSS redMaPPer clusters journal December 2016
Weighing the Giants – I. Weak-lensing masses for 51 massive galaxy clusters: project overview, data analysis methods and cluster images journal February 2014
CCCP and MENeaCS: (updated) weak-lensing masses for 100 galaxy clusters journal August 2020
Noise bias in weak lensing shape measurements: Noise bias in lensing shape measurement journal August 2012
Calibration of weak-lensing shear in the Kilo-Degree Survey journal January 2017
The DES Science Verification weak lensing shear catalogues journal May 2016
GREAT3 results – I. Systematic errors in shear estimation and the impact of real galaxy morphology journal May 2015
Scaling relations and mass bias in hydrodynamical f (R) gravity simulations of galaxy clusters journal March 2014
Dark matter halo properties from galaxy–galaxy lensing★ journal May 2013
Mining the gap: evolution of the magnitude gap in X-ray galaxy groups from the 3-square-degree XMM coverage of CFHTLS journal June 2014
Simulation tests of galaxy cluster constraints on chameleon gravity journal July 2016
Testing emergent gravity on galaxy cluster scales journal May 2019
Baryonic Features in the Matter Transfer Function journal April 1998
The XXL Survey: III. Luminosity-temperature relation of the bright cluster sample journal June 2016
The SPTpol Extended Cluster Survey journal March 2020
CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey – imaging data and catalogue products journal June 2013
The XXL Survey: IV. Mass-temperature relation of the bright cluster sample⋆⋆⋆ journal June 2016
IMPROVEMENT OF THE RICHNESS ESTIMATES OF maxBCG CLUSTERS journal August 2009
How well can we determine cluster mass profiles from weak lensing? journal March 2003
Weighing the Giants – III. Methods and measurements of accurate galaxy cluster weak-lensing masses journal February 2014
MaxBCG: A Red‐Sequence Galaxy Cluster Finder journal May 2007
The Red‐Sequence Cluster Survey. I. The Survey and Cluster Catalogs for Patches RCS 0926+37 and RCS 1327+29 journal March 2005
CHANDRA CLUSTER COSMOLOGY PROJECT III: COSMOLOGICAL PARAMETER CONSTRAINTS journal February 2009
The effect on cosmological parameter estimation of a parameter dependent covariance matrix journal March 2019
LoCuSS: Testing hydrostatic equilibrium in galaxy clusters journal December 2015
Weighing the giants – IV. Cosmology and neutrino mass journal November 2014
THE COSMOS2015 CATALOG: EXPLORING THE 1 < z < 6 UNIVERSE WITH HALF A MILLION GALAXIES journal June 2016
COLOSSUS: A Python Toolkit for Cosmology, Large-scale Structure, and Dark Matter Halos journal December 2018
Cold dark matter haloes in the Planck era: evolution of structural parameters for Einasto and NFW profiles journal May 2014
A comparison of weak-lensing masses and X-ray properties of galaxy clusters journal July 2007
The WIRCam Deep Survey: I. Counts, colours, and mass-functions derived from near-infrared imaging in the CFHTLS deep fields⋆ journal August 2012
Chandra centres for COSMOS X-ray galaxy groups: differences in stellar properties between central dominant and offset brightest group galaxies journal November 2018
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
Stable clustering, the halo model and non-linear cosmological power spectra journal June 2003
LoCuSS: THE SUNYAEV–ZEL'DOVICH EFFECT AND WEAK-LENSING MASS SCALING RELATION journal July 2012
The Galaxy-Mass Correlation Function Measured from Weak Lensing in the Sloan Digital Sky Survey journal May 2004
Weak-lensing mass estimates of galaxy groups and the line-of-sight contamination: Weak-lensing mass estimates of galaxy groups journal December 2011
MegaCam: the new Canada-France-Hawaii Telescope wide-field imaging camera conference March 2003
Cosmological Parameters from Observations of Galaxy Clusters journal September 2011
Bayesian galaxy shape measurement for weak lensing surveys – III. Application to the Canada–France–Hawaii Telescope Lensing Survey journal January 2013
KiDS-450: cosmological parameter constraints from tomographic weak gravitational lensing journal November 2016
Matplotlib: A 2D Graphics Environment journal January 2007
Means of confusion: how pixel noise affects shear estimates for weak gravitational lensing: How pixel noise affects shear estimates journal July 2012
The massive galaxy cluster XMMU J1230.3+1339 at z ∼ 1: colour-magnitude relation, Butcher-Oemler effect, X-ray and weak lensing mass estimates★: XMMU J1230.3+1339 at z ∼1 journal January 2011
The NumPy Array: A Structure for Efficient Numerical Computation journal March 2011
The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field. II. journal January 1954
The ROSAT-ESO Flux Limited X-ray (REFLEX) Galaxy cluster survey: V. The cluster catalogue journal September 2004
Selection biases in empirical p(z) methods for weak lensing journal February 2017
The effect of distant large scale structure on weak lensing mass estimates journal May 2001
Mass calibration of the CODEX cluster sample using SPIDERS spectroscopy – I. The richness–mass relation journal March 2019
A Stellar Spectral Flux Library: 1150–25000 Å journal July 1998
Microwave Background Radiation as a Probe of the Contemporary Structure and History of the Universe journal September 1980
The Structure of Cold Dark Matter Halos journal May 1996
SExtractor: Software for source extraction journal June 1996
Second ROSAT all-sky survey (2RXS) source catalogue journal March 2016
GaBoDS: The Garching-Bonn Deep Survey: IV. Methods for the image reduction of multi-chip cameras demonstrated on data from the ESOWide-Field Imager journal July 2005
CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey: CFHTLenS journal October 2012
A Universal Density Profile from Hierarchical Clustering journal December 1997
Large-scale bias and the peak background split journal September 1999
A weak Lensing Study of X-Ray Groups in the Cosmos Survey: form and Evolution of the Mass-Luminosity Relation journal December 2009
Robust weak-lensing mass calibration of Planck galaxy clusters journal July 2014
redMaPPer. I. ALGORITHM AND SDSS DR8 CATALOG journal April 2014
CODEX weak lensing: concentration of galaxy clusters at z ∼ 0.5 journal March 2017
The X-ray brightest clusters of galaxies from the Massive Cluster Survey: The X-ray brightest MACS clusters journal June 2010
emcee : The MCMC Hammer
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067
journal March 2013
Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality journal December 2008
Testing gravity using galaxy clusters: new constraints on beyond Horndeski theories journal July 2016
Optimizing weak lensing mass estimates for cluster profile uncertainty: Optimizing weak lensing mass estimates for cluster profile uncertainty journal July 2011
Weak lensing analysis of RXC J2248.7−4431 journal April 2013
The ROSAT Brightest Cluster Sample -- I. The compilation of the sample and the cluster log N--log S distribution journal December 1998
Towards emulating cosmic shear data: revisiting the calibration of the shear measurements for the Kilo-Degree Survey journal April 2019
Lensing and x-ray mass estimates of clusters (simulations) journal May 2012
Astropy: A community Python package for astronomy journal September 2013
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
CODEX clusters: Survey, catalog, and cosmology of the X-ray luminosity function journal June 2020
The X-Ray Cluster Normalization of the Matter Power Spectrum journal February 2009
On the Accuracy of Weak-Lensing Cluster mass Reconstructions journal September 2011
Dark matter halo concentrations in the Wilkinson Microwave Anisotropy Probe year 5 cosmology journal October 2008
Planck 2015 results : XXVII. The second journal September 2016
SEVEN-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL INTERPRETATION journal January 2011
Weak-lensing mass calibration of redMaPPer galaxy clusters in Dark Energy Survey Science Verification data journal May 2017
Weak lensing analysis of codex clusters using dark energy camera legacy survey: mass–richness relation journal November 2019
Gravitational Lensing by NFW Halos journal May 2000
Formation of Galaxies and Clusters of Galaxies by Self-Similar Gravitational Condensation journal February 1974
The Redmapper Galaxy Cluster Catalog from des Science Verification data journal May 2016
Weak lensing analysis of SZ-selected clusters of galaxies from the SPT and Planck surveys journal June 2014
Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey journal January 2015
Dark Energy Survey Year 1 results: weak lensing mass calibration of redMaPPer galaxy clusters journal October 2018
LoCuSS: scaling relations between galaxy cluster mass, gas, and stellar content journal January 2019
ChainConsumer journal August 2016
A new measure for cosmic shear journal June 1998
A general framework to test gravity using galaxy clusters – I. Modelling the dynamical mass of haloes in f(R) gravity journal March 2018
Array programming with NumPy journal September 2020
COSMOLOGICAL CONSTRAINTS FROM THE SLOAN DIGITAL SKY SURVEY MaxBCG CLUSTER CATALOG journal December 2009
Robust Optical Richness Estimation with Reduced Scatter journal February 2012
Constraints on the richness–mass relation and the optical-SZE positional offset distribution for SZE-selected clusters journal October 2015
Theli: Convenient Reduction of Optical, Near-Infrared, and Mid-Infrared Imaging data journal November 2013
SPIDERS: the spectroscopic follow-up of X-ray-selected clusters of galaxies in SDSS-IV journal September 2016
Testing X‐Ray Measurements of Galaxy Clusters with Cosmological Simulations journal January 2007
The observed growth of massive galaxy clusters - I. Statistical methods and cosmological constraints: Cluster growth: methods and cosmology journal July 2010
HIFLUGCS: X-ray luminosity-dynamical mass relation and its implications for mass calibrations with the SPIDERS and 4MOST surveys journal March 2017

Similar Records

CODEX weak lensing: concentration of galaxy clusters at z ~ 0.5
Journal Article · Sat Mar 04 00:00:00 EST 2017 · Monthly Notices of the Royal Astronomical Society · OSTI ID:1766077

Mass calibration of the CODEX cluster sample using SPIDERS spectroscopy – I. The richness–mass relation
Journal Article · Sat Mar 30 00:00:00 EDT 2019 · Monthly Notices of the Royal Astronomical Society · OSTI ID:1766077

μ⋆ masses: weak-lensing calibration of the Dark Energy Survey Year 1 redMaPPer clusters using stellar masses
Journal Article · Mon Sep 07 00:00:00 EDT 2020 · Monthly Notices of the Royal Astronomical Society · OSTI ID:1766077