Robustness of pairwise kinematic Sunyaev–Zel’dovich effect to optical-cluster-selection bias

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Authors: Yu‐Hsiang Hsu, Daniel Gruen, Patricio A. Gallardo, K. Dolag, C. To, Hao‐Yi Wu, I. Marini, Eduardo Rozo
Cited by: 0
References: 63

Abstract

The pairwise kinematic Sunyaev–Zel’dovich (kSZ) effect measures both the pairwise motion between galaxy groups and clusters and the amount of gas within them, providing a tracer for cosmic growth. To interpret the cosmological information in the kSZ measurements, it is crucial to understand the optical-cluster-selection bias on the kSZ observables. Line-of-sight structures that contribute to both the optical observable (e.g., richness) and the cosmological signal can induce a correlation between these two quantities at a fixed cluster mass. The selection bias arising from this correlation is a key systematic effect for cosmological analyses. For cosmological observables such as cluster abundance and weak lensing, controlling this selection bias may help explain the tension between the DES-Y1 results and the Planck constraints. In order to test for a kSZ effect equivalent of such a bias, we adopted an alternative mock richness based on galaxy counts within cylindrical volumes along the line of sight. We applied the cylindrical count method to hydrodynamical simulations across a wide range of galaxy-selection criteria, assigning richness consistent with DES-Y1 to the mock clusters. When comparing optically selected clusters to mass-selected halos, we find no significant bias on pairwise kSZ signals, pairwise velocities, or optical depth within our uncertainty limits of approximately 16, 10, and 8%, respectively.

Fields of Study & Subjects

Spectroscopy and Chemometric Analyses Optical Polarization and Ellipsometry Advanced Statistical Methods and Models

Publication details

Journal / source
Astronomy and Astrophysics
Publisher
EDP Sciences
Volume
712
Pages
A1–A1
Publication date
20 May 2026
Language
EN