The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release

We produce 1000 realizations of synthetic clustering catalogues for each type of the tracers used for the baryon acoustic oscillation and redshift space distortion analysis of the Sloan Digital Sky Surveys-iv extended Baryon Oscillation Spectroscopic Survey final data release (eBOSS DR16), covering...

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Autores: Zhao, Cheng, Chuang, Chia-Hsun, Bautista, Julian, Mattia, Arnaud de, Raichoor, Anand, Ross, Ashley J., Hou, Jiamin, Neveux, Richard, Tao, Charling, Burtin, Etienne, Dawson, Kyle, Torre, Sylvain de la, Gil-Marín, Héctor, Kneib, Jean-Paul, Percival, Will J., Rossi, Graziano, Tamone, Amélie, Tinker, Jeremy L., Zhao, Gong-Bo, Alam, Shadab, Mueller, Eva-Maria
Formato: artículo
Estado:Versión publicada
Fecha de publicación:2021
País:España
Recursos:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/261790
Acesso em linha:http://hdl.handle.net/10261/261790
Access Level:acceso abierto
Palavra-chave:Methods: numerical
Catalogues
Cosmology
Large-scale structure of the universe
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spelling The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data releaseZhao, ChengChuang, Chia-HsunBautista, JulianMattia, Arnaud deRaichoor, AnandRoss, Ashley J.Hou, JiaminNeveux, RichardTao, CharlingBurtin, EtienneDawson, KyleTorre, Sylvain de laGil-Marín, HéctorKneib, Jean-PaulPercival, Will J.Rossi, GrazianoTamone, AmélieTinker, Jeremy L.Zhao, Gong-BoAlam, ShadabMueller, Eva-MariaMethods: numericalCataloguesCosmologyLarge-scale structure of the universeWe produce 1000 realizations of synthetic clustering catalogues for each type of the tracers used for the baryon acoustic oscillation and redshift space distortion analysis of the Sloan Digital Sky Surveys-iv extended Baryon Oscillation Spectroscopic Survey final data release (eBOSS DR16), covering the redshift range from 0.6 to 2.2, to provide reliable estimates of covariance matrices and test the robustness of the analysis pipeline with respect to observational systematics. By extending the Zel'dovich approximation density field with an effective tracer bias model calibrated with the clustering measurements from the observational data, we accurately reproduce the two-and three-point clustering statistics of the eBOSS DR16 tracers, including their cross-correlations in redshift space with very low computational costs. In addition, we include the gravitational evolution of structures and sample selection biases at different redshifts, as well as various photometric and spectroscopic systematic effects. The agreements on the auto-clustering statistics between the data and mocks are generally within 1σ variances inferred from the mocks, for scales down to a few h-1 Mpc in configuration space, and up to $0.3\, h\, Mpc-1 in Fourier space. For the cross correlations between different tracers, the same level of consistency presents in configuration space, while there are only discrepancies in Fourier space for scales above 0.15\, h\, Mpc-1. The accurate reproduction of the data clustering statistics permits reliable covariances for multi-tracer analysis.CZ, AR, and AT acknowledge support from the SNF grant 200020_175751. AR and JPK acknowledge support from the ERC advanced grant LIDA. AdM acknowledges support from the P2IO LabEx (ANR-10-LABX-0038) in the framework ‘Investissements d’Avenir’ (ANR-11-IDEX-0003-01) managed by the Agence Nationale de la Recherche (ANR, France). AJR is grateful for support from the Ohio State University Center for Cosmology and Particle Physics. RN acknowledges support from ANR-17-CE31-0024-01, NILAC. Authors acknowledge support from the ANR eBOSS project (ANR-16-CE31-0021) of the French National Research Agency. GR acknowledges support from the National Research Foundation of Korea (NRF) through Grants No. 2017R1E1A1A01077508 and No. 2020R1A2C1005655 funded by the Korean Ministry of Education, Science and Technology (MoEST), and from the faculty research fund of Sejong University. SA is supported by the European Research Council through the COSFORM Research Grant (#670193).Royal Astronomical SocietyAgence Nationale de la Recherche (France)The Ohio State UniversityNational Research Foundation of KoreaMinistry of Education, Science and Technology (South Korea)Sejong UniversityConsejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]2022202220212022info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/261790reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Ingléshttp://doi.org/10.1093/mnras/stab510Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/2617902026-05-22T06:33:51Z
dc.title.none.fl_str_mv The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
title The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
spellingShingle The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
Zhao, Cheng
Methods: numerical
Catalogues
Cosmology
Large-scale structure of the universe
title_short The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
title_full The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
title_fullStr The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
title_full_unstemmed The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
title_sort The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: 1000 multi-tracer mock catalogues with redshift evolution and systematics for galaxies and quasars of the final data release
dc.creator.none.fl_str_mv Zhao, Cheng
Chuang, Chia-Hsun
Bautista, Julian
Mattia, Arnaud de
Raichoor, Anand
Ross, Ashley J.
Hou, Jiamin
Neveux, Richard
Tao, Charling
Burtin, Etienne
Dawson, Kyle
Torre, Sylvain de la
Gil-Marín, Héctor
Kneib, Jean-Paul
Percival, Will J.
Rossi, Graziano
Tamone, Amélie
Tinker, Jeremy L.
Zhao, Gong-Bo
Alam, Shadab
Mueller, Eva-Maria
author Zhao, Cheng
author_facet Zhao, Cheng
Chuang, Chia-Hsun
Bautista, Julian
Mattia, Arnaud de
Raichoor, Anand
Ross, Ashley J.
Hou, Jiamin
Neveux, Richard
Tao, Charling
Burtin, Etienne
Dawson, Kyle
Torre, Sylvain de la
Gil-Marín, Héctor
Kneib, Jean-Paul
Percival, Will J.
Rossi, Graziano
Tamone, Amélie
Tinker, Jeremy L.
Zhao, Gong-Bo
Alam, Shadab
Mueller, Eva-Maria
author_role author
author2 Chuang, Chia-Hsun
Bautista, Julian
Mattia, Arnaud de
Raichoor, Anand
Ross, Ashley J.
Hou, Jiamin
Neveux, Richard
Tao, Charling
Burtin, Etienne
Dawson, Kyle
Torre, Sylvain de la
Gil-Marín, Héctor
Kneib, Jean-Paul
Percival, Will J.
Rossi, Graziano
Tamone, Amélie
Tinker, Jeremy L.
Zhao, Gong-Bo
Alam, Shadab
Mueller, Eva-Maria
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Agence Nationale de la Recherche (France)
The Ohio State University
National Research Foundation of Korea
Ministry of Education, Science and Technology (South Korea)
Sejong University
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Methods: numerical
Catalogues
Cosmology
Large-scale structure of the universe
topic Methods: numerical
Catalogues
Cosmology
Large-scale structure of the universe
description We produce 1000 realizations of synthetic clustering catalogues for each type of the tracers used for the baryon acoustic oscillation and redshift space distortion analysis of the Sloan Digital Sky Surveys-iv extended Baryon Oscillation Spectroscopic Survey final data release (eBOSS DR16), covering the redshift range from 0.6 to 2.2, to provide reliable estimates of covariance matrices and test the robustness of the analysis pipeline with respect to observational systematics. By extending the Zel'dovich approximation density field with an effective tracer bias model calibrated with the clustering measurements from the observational data, we accurately reproduce the two-and three-point clustering statistics of the eBOSS DR16 tracers, including their cross-correlations in redshift space with very low computational costs. In addition, we include the gravitational evolution of structures and sample selection biases at different redshifts, as well as various photometric and spectroscopic systematic effects. The agreements on the auto-clustering statistics between the data and mocks are generally within 1σ variances inferred from the mocks, for scales down to a few h-1 Mpc in configuration space, and up to $0.3\, h\, Mpc-1 in Fourier space. For the cross correlations between different tracers, the same level of consistency presents in configuration space, while there are only discrepancies in Fourier space for scales above 0.15\, h\, Mpc-1. The accurate reproduction of the data clustering statistics permits reliable covariances for multi-tracer analysis.
publishDate 2021
dc.date.none.fl_str_mv 2021
2022
2022
2022
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/261790
url http://hdl.handle.net/10261/261790
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv http://doi.org/10.1093/mnras/stab510
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Royal Astronomical Society
publisher.none.fl_str_mv Royal Astronomical Society
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.812429

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