The XMM Cluster Survey analysis of the SDSS DR8 redMaPPer catalogue: implications for scatter, selection bias, and isotropy in cluster scaling relations

Author:

Giles P A1ORCID,Romer A K1ORCID,Wilkinson R1ORCID,Bermeo A1,Turner D J1ORCID,Hilton M23ORCID,Upsdell E W1ORCID,Rooney P J1,Bhargava S14,Ebrahimpour L56ORCID,Farahi A7ORCID,Mann R G8ORCID,Manolopoulou M8,Mayers J1,Vergara C1,Viana P T P56ORCID,Collins C A9,Hollowood D10ORCID,Jeltema T10ORCID,Miller C J11ORCID,Nichol R C12,Noorali R10,Splettstoesser M10,Stott J P13ORCID

Affiliation:

1. Department of Physics and Astronomy, University of Sussex , Brighton BN1 9QH, UK

2. Astrophysics Research Centre, University of KwaZulu-Natal , Westville Campus, Durban 4041, South Africa

3. School of Mathematics, Statistics, and Computer Science, University of KwaZulu-Natal , Westville Campus, Durban 4041, South Africa

4. AIM, CEA, CNRS, Université Paris-Saclay, Université Paris Diderot , Sorbonne Paris Cité, F-91191 Gif-sur-Yvette, France

5. Instituto de Astrofísica e Ciências do Espaço, Universidade do Porto, CAUP , Rua das Estrelas, P-4150-762 Porto, Portugal

6. Departamento de Física e Astronomia, Faculdade de Ciências, Universidade do Porto , Rua do Campo Alegre, 687, P-4169-007 Porto, Portugal

7. Department of Statistics and Data Sciences, The University of Texas at Austin , Austin, TX 78712, USA

8. Institute for Astronomy, University of Edinburgh, Royal Observatory , Blackford Hill, Edinburgh EH9 3HJ, UK

9. Astrophysics Research Institute, Liverpool John Moores University , Liverpool Science Park, 146 Brownlow Hill, Liverpool L3 5RF, UK

10. Santa Cruz Institute for Particle Physics, University of California , Santa Cruz, 1156 High St, Santa Cruz, CA 95064, USA

11. Department of Astronomy, University of Michigan , Ann Arbor, MI 48109, USA

12. Institute of Cosmology and Gravitation, Dennis Sciama Building , Burnaby Road, Portsmouth PO1 3FX, UK

13. Department of Physics, Lancaster University , Lancaster LA1 4YB, UK

Abstract

ABSTRACT In this paper, we present the X-ray analysis of Sloan Digital Sky Survey DR8 redMaPPer (SDSSRM) clusters using data products from the XMM Cluster Survey (XCS). In total, 1189 SDSSRM clusters fall within the XMM–Newton footprint. This has yielded 456 confirmed detections accompanied by X-ray luminosity (LX) measurements. Of these clusters, 381 have an associated X-ray temperature measurement (TX). This represents one of the largest samples of coherently derived cluster TX values to date. Our analysis of the X-ray observable to richness scaling relations has demonstrated that scatter in the TX–λ relation is roughly a third of that in the LX–λ relation, and that the LX–λ scatter is intrinsic, i.e. will not be significantly reduced with larger sample sizes. Analysis of the scaling relation between LX and TX has shown that the fits are sensitive to the selection method of the sample, i.e. whether the sample is made up of clusters detected ‘serendipitously’ compared to those deliberately targeted by XMM. These differences are also seen in the LX–λ relation and, to a lesser extent, in the TX–λ relation. Exclusion of the emission from the cluster core does not make a significant impact on the findings. A combination of selection biases is a likely, but yet unproven, reason for these differences. Finally, we have also used our data to probe recent claims of anisotropy in the LX–TX relation across the sky. We find no evidence of anistropy, but stress this may be masked in our analysis by the incomplete declination coverage of the SDSS.

Funder

Science and Technology Facilities Council

Fundação para a Ciência e a Tecnologia

FCT

U.S. Department of Energy

Office of Science

High Energy Physics

Publisher

Oxford University Press (OUP)

Subject

Space and Planetary Science,Astronomy and Astrophysics

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