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Iterative removal of redshift space distortions from galaxy clustering

Wang, Yuchan; Li, Baojiu; Cautun, Marius

Iterative removal of redshift space distortions from galaxy clustering Thumbnail


Authors

Yuchan Wang

Marius Cautun



Abstract

Observations of galaxy clustering are made in redshift space, which results in distortions to the underlying isotropic distribution of galaxies. These redshift-space distortions (RSD) not only degrade important features of the matter density field, such as the baryonic acoustic oscillation (BAO) peaks, but also pose challenges for the theoretical modelling of observational probes. Here we introduce an iterative nonlinear reconstruction algorithm to remove RSD effects from galaxy clustering measurements, and assess its performance by using mock galaxy catalogues. The new method is found to be able to recover the real-space galaxy correlation function with an accuracy of ∼1%, and restore the quadrupole accurately to 0, on scales s≳ 20 h−1Mpc. It also leads to an improvement in the reconstruction of the initial density field, which could help to accurately locate the BAO peaks. An ‘internal calibration’ scheme is proposed to determine the values of cosmological parameters as a part of the reconstruction process, and possibilities to break parameter degeneracies are discussed. RSD reconstruction can offer a potential way to simultaneously extract the cosmological parameters, initial density field, real-space galaxy positions and large-scale peculiar velocity field (of the real Universe), making it an alternative to standard perturbative approaches in galaxy clustering analysis, bypassing the need for RSD modelling.

Journal Article Type Article
Acceptance Date Jul 10, 2020
Online Publication Date Jul 24, 2020
Publication Date 2020-09
Deposit Date Dec 10, 2019
Publicly Available Date Aug 21, 2020
Journal Monthly Notices of the Royal Astronomical Society
Print ISSN 0035-8711
Electronic ISSN 1365-2966
Publisher Royal Astronomical Society
Peer Reviewed Peer Reviewed
Volume 497
Issue 3
Pages 3451-3471
DOI https://doi.org/10.1093/mnras/staa2136
Public URL https://durham-repository.worktribe.com/output/1281551
Related Public URLs https://arxiv.org/abs/1912.03392

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Copyright Statement
This article has been accepted for publication in Monthly notices of the Royal Astronomical Society. ©: 2020 The Author(s). Published by Oxford University Press on behalf of the Royal Astronomical Society. All rights reserved.






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