The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2

Pauline Zarrouk; Etienne Burtin; Héctor Gil-Marín; Ashley J. Ross; Rita Tojeiro; Isabelle Parîs; Kyle S. Dawson; Adam D. Myers; Will J. Percival; Chia-Hsun Chuang; Gong-Bo Zhao; Julian Bautista; Johan Comparat; Violeta González-Pérez; Salman Habib; Katrin Heitmann; Jiamin Hou; Pierre Laurent; Jean-Marc Le Goff; Francisco Prada; Sergio A. Rodríguez-Torres; Graziano Rossi; Rossana Ruggeri; Ariel G. Sánchez; Donald P. Schneider; Jeremy L. Tinker; Yuting Wang; Christophe Yèche; Falk Baumgarten; Joel R. Brownstein; Sylvain de la Torre; Hélion du Mas des Bourboux; Jean-Paul Kneib; Vivek Mariappan; Nathalie Palanque-Delabrouille; John Peacock; Patrick Petitjean; Hee-Jong Seo; Cheng Zhao

doi:10.1093/mnras/sty506

The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2

Pauline Zarrouk, Etienne Burtin, Héctor Gil-Marín, Ashley J. Ross, Rita Tojeiro, Isabelle Parîs, Kyle S. Dawson, Adam D. Myers, Will J. Percival, Chia-Hsun Chuang, Gong-Bo Zhao, Julian Bautista, Johan Comparat, Violeta González-Pérez, Salman Habib, Katrin Heitmann, Jiamin Hou, Pierre Laurent, Jean-Marc Le Goff, Francisco PradaSergio A. Rodríguez-Torres, Graziano Rossi, Rossana Ruggeri, Ariel G. Sánchez, Donald P. Schneider, Jeremy L. Tinker, Yuting Wang, Christophe Yèche, Falk Baumgarten, Joel R. Brownstein, Sylvain de la Torre, Hélion du Mas des Bourboux, Jean-Paul Kneib, Vivek Mariappan, Nathalie Palanque-Delabrouille, John Peacock, Patrick Petitjean, Hee-Jong Seo, Cheng Zhao

School of Physics and Astronomy

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Abstract

We present the clustering measurements of quasars in configuration space based on the Data Release 14 (DR14) of the Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic Survey. This dataset includes 148,659 quasars spread over the redshift range 0.8 ≤ z ≤ 2.2 and spanning 2112.9 square degrees. We use the Convolution Lagrangian Perturbation Theory (CLPT) approach with a Gaussian Streaming (GS) model for the redshift space distortions of the correlation function and demonstrate its applicability for dark matter halos hosting eBOSS quasartracers. At the effective redshift z_eff = 1.52, we measure the linear growth rate of structure fσ₈(z_eff)= 0.426 ± 0.077, the expansion rate H(z_eff) = 159^{+12}_{-13} (r_s^fid/r_s)km.s^-1.Mpc^-1, and the angular diameterdistance D_A(z_eff)=1850^{+90}_{-115} (r_s/r_s^fid) Mpc, where r_s is the sound horizon at the end of the baryon drag epoch and r_s^fid is its value in the fiducial cosmology. The quoted errors include both systematic and statistical contributions. The results on the evolution of distances are consistent with the predictions of flat Λ-Cold Dark Matter (Λ-CDM) cosmology with Planck parameters, and the measurement of fσ₈ extends the validity of General Relativity (GR) to higher redshifts (z > 1). This paper is released with companion papers using the same sample. The results on the cosmological parameters of the studies are found to be in very good agreement, providing clear evidence of the complementarity and of the robustness of the first full-shape clustering measurements with the eBOSS DR14 quasar sample.

Original language	English
Pages (from-to)	1639-1663
Journal	Monthly Notices of the Royal Astronomical Society
Volume	477
Issue number	2
Early online date	24 Feb 2018
DOIs	https://doi.org/10.1093/mnras/sty506
Publication status	Published - 21 Jun 2018

Keywords

Cosmology: observations
(Cosmology:) large-scale structure of Universe

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10.1093/mnras/sty506

Zarrouk-2018-Clustering-SDSSIV-MNRAS-AAM
© 2018, the Author(s). This work has been made available online in accordance with the publisher’s policies. This is the author created, accepted version manuscript following peer review and may differ slightly from the final published version. The final published version of this work is available at https://doi.org/10.1093/mnras/sty506
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The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample (dataset)
Ata, M. (Creator), Baumgarten, F. (Creator), Bautista, J. (Creator), Beutler, F. (Creator), Bizyaev, D. (Creator), Blanton, M. R. (Creator), Blazek, J. A. (Creator), Bolton, A. S. (Creator), Brinkmann, J. (Creator), Brownstein, J. R. (Creator), Burtin, E. (Creator), Chuang, C.-H. (Creator), Comparat, J. (Creator), Dawson, K. S. (Creator), de la Macorra, A. (Creator), Du, W. (Creator), du Mas des Bourboux, H. (Creator), Eisenstein, D. J. (Creator), Gil-Marin, H. (Creator), Grabowski, K. (Creator), Guy, J. (Creator), Hand, N. (Creator), Ho, S. (Creator), Hutchinson, T. A. (Creator), Ivanov, M. M. (Creator), Kitaura, F.-S. (Creator), Kneib, J.-P. (Creator), Laurent, P. (Creator), Le Goff, J.-M. (Creator), McEwen, J. E. (Creator), Mueller, E.-M. (Creator), Myers, A. D. (Creator), Newman, J. A. (Creator), Palanque-Delabrouille, N. (Creator), Pan, K. (Creator), Paris, I. (Creator), Pellejero-Ibanez, M. (Creator), Percival, W. J. (Creator), Petitjean, P. (Creator), Prada, F. (Creator), Prakash, A. (Creator), Rodriguez-Torres, S. A. (Creator), Ross, A. J. (Creator), Rossi, G. (Creator), Ruggeri, R. (Creator), Sanchez, A. G. (Creator), Satpathy, S. (Creator), Schlegel, D. J. (Creator), Schneider, D. P. (Creator), Seo, H.-J. (Creator), Slosar, A. (Creator), Streblyanska, A. (Creator), Tinker, J. L. (Creator), Fernandes Tojeiro Reynolds, R. M. (Creator), Vargas Magana, M. (Creator), Vivek, M. (Creator), Wang, Y. (Creator), Yeche, C. (Creator), Yu, L. (Creator), Zarrouk, P. (Creator), Zhao, C. (Creator), Zhao, G.-B. (Creator) & Zhu, F. (Creator), Sloan Digital Sky Survey (SDSS), 11 Oct 2017
https://data.sdss.org/sas/dr14/eboss/lss/
Dataset

Cite this

Zarrouk, P., Burtin, E., Gil-Marín, H., Ross, A. J., Tojeiro, R., Parîs, I., Dawson, K. S., Myers, A. D., Percival, W. J., Chuang, C.-H., Zhao, G.-B., Bautista, J., Comparat, J., González-Pérez, V., Habib, S., Heitmann, K., Hou, J., Laurent, P., Le Goff, J.-M., ... Zhao, C. (2018). The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2. Monthly Notices of the Royal Astronomical Society, 477(2), 1639-1663. https://doi.org/10.1093/mnras/sty506

Zarrouk, Pauline ; Burtin, Etienne ; Gil-Marín, Héctor et al. / The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample : measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2. In: Monthly Notices of the Royal Astronomical Society. 2018 ; Vol. 477, No. 2. pp. 1639-1663.

@article{2940c50fcc234ddc9a2b616ce76c2720,

title = "The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2",

abstract = "We present the clustering measurements of quasars in configuration space based on the Data Release 14 (DR14) of the Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic Survey. This dataset includes 148,659 quasars spread over the redshift range 0.8 ≤ z ≤ 2.2 and spanning 2112.9 square degrees. We use the Convolution Lagrangian Perturbation Theory (CLPT) approach with a Gaussian Streaming (GS) model for the redshift space distortions of the correlation function and demonstrate its applicability for dark matter halos hosting eBOSS quasartracers. At the effective redshift zeff = 1.52, we measure the linear growth rate of structure fσ8(zeff)= 0.426 ± 0.077, the expansion rate H(zeff) = 159^{+12}_{-13} (r_s^fid/rs)km.s-1.Mpc-1, and the angular diameterdistance DA(zeff)=1850^{+90}_{-115} (rs/r_s^fid) Mpc, where rs is the sound horizon at the end of the baryon drag epoch and r_s^fid is its value in the fiducial cosmology. The quoted errors include both systematic and statistical contributions. The results on the evolution of distances are consistent with the predictions of flat Λ-Cold Dark Matter (Λ-CDM) cosmology with Planck parameters, and the measurement of fσ8 extends the validity of General Relativity (GR) to higher redshifts (z > 1). This paper is released with companion papers using the same sample. The results on the cosmological parameters of the studies are found to be in very good agreement, providing clear evidence of the complementarity and of the robustness of the first full-shape clustering measurements with the eBOSS DR14 quasar sample.",

keywords = "Cosmology: observations, (Cosmology:) large-scale structure of Universe",

author = "Pauline Zarrouk and Etienne Burtin and H{\'e}ctor Gil-Mar{\'i}n and Ross, {Ashley J.} and Rita Tojeiro and Isabelle Par{\^i}s and Dawson, {Kyle S.} and Myers, {Adam D.} and Percival, {Will J.} and Chia-Hsun Chuang and Gong-Bo Zhao and Julian Bautista and Johan Comparat and Violeta Gonz{\'a}lez-P{\'e}rez and Salman Habib and Katrin Heitmann and Jiamin Hou and Pierre Laurent and {Le Goff}, Jean-Marc and Francisco Prada and Rodr{\'i}guez-Torres, {Sergio A.} and Graziano Rossi and Rossana Ruggeri and S{\'a}nchez, {Ariel G.} and Schneider, {Donald P.} and Tinker, {Jeremy L.} and Yuting Wang and Christophe Y{\`e}che and Falk Baumgarten and Brownstein, {Joel R.} and {de la Torre}, Sylvain and {du Mas des Bourboux}, H{\'e}lion and Jean-Paul Kneib and Vivek Mariappan and Nathalie Palanque-Delabrouille and John Peacock and Patrick Petitjean and Hee-Jong Seo and Cheng Zhao",

year = "2018",

month = jun,

day = "21",

doi = "10.1093/mnras/sty506",

language = "English",

volume = "477",

pages = "1639--1663",

journal = "Monthly Notices of the Royal Astronomical Society",

issn = "0035-8711",

publisher = "Oxford University Press",

number = "2",

}

Zarrouk, P, Burtin, E, Gil-Marín, H, Ross, AJ, Tojeiro, R, Parîs, I, Dawson, KS, Myers, AD, Percival, WJ, Chuang, C-H, Zhao, G-B, Bautista, J, Comparat, J, González-Pérez, V, Habib, S, Heitmann, K, Hou, J, Laurent, P, Le Goff, J-M, Prada, F, Rodríguez-Torres, SA, Rossi, G, Ruggeri, R, Sánchez, AG, Schneider, DP, Tinker, JL, Wang, Y, Yèche, C, Baumgarten, F, Brownstein, JR, de la Torre, S, du Mas des Bourboux, H, Kneib, J-P, Mariappan, V, Palanque-Delabrouille, N, Peacock, J, Petitjean, P, Seo, H-J & Zhao, C 2018, 'The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2', Monthly Notices of the Royal Astronomical Society, vol. 477, no. 2, pp. 1639-1663. https://doi.org/10.1093/mnras/sty506

The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2. / Zarrouk, Pauline; Burtin, Etienne; Gil-Marín, Héctor et al.
In: Monthly Notices of the Royal Astronomical Society, Vol. 477, No. 2, 21.06.2018, p. 1639-1663.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample

T2 - measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2

AU - Zarrouk, Pauline

AU - Burtin, Etienne

AU - Gil-Marín, Héctor

AU - Ross, Ashley J.

AU - Tojeiro, Rita

AU - Parîs, Isabelle

AU - Dawson, Kyle S.

AU - Myers, Adam D.

AU - Percival, Will J.

AU - Chuang, Chia-Hsun

AU - Zhao, Gong-Bo

AU - Bautista, Julian

AU - Comparat, Johan

AU - González-Pérez, Violeta

AU - Habib, Salman

AU - Heitmann, Katrin

AU - Hou, Jiamin

AU - Laurent, Pierre

AU - Le Goff, Jean-Marc

AU - Prada, Francisco

AU - Rodríguez-Torres, Sergio A.

AU - Rossi, Graziano

AU - Ruggeri, Rossana

AU - Sánchez, Ariel G.

AU - Schneider, Donald P.

AU - Tinker, Jeremy L.

AU - Wang, Yuting

AU - Yèche, Christophe

AU - Baumgarten, Falk

AU - Brownstein, Joel R.

AU - de la Torre, Sylvain

AU - du Mas des Bourboux, Hélion

AU - Kneib, Jean-Paul

AU - Mariappan, Vivek

AU - Palanque-Delabrouille, Nathalie

AU - Peacock, John

AU - Petitjean, Patrick

AU - Seo, Hee-Jong

AU - Zhao, Cheng

PY - 2018/6/21

Y1 - 2018/6/21

N2 - We present the clustering measurements of quasars in configuration space based on the Data Release 14 (DR14) of the Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic Survey. This dataset includes 148,659 quasars spread over the redshift range 0.8 ≤ z ≤ 2.2 and spanning 2112.9 square degrees. We use the Convolution Lagrangian Perturbation Theory (CLPT) approach with a Gaussian Streaming (GS) model for the redshift space distortions of the correlation function and demonstrate its applicability for dark matter halos hosting eBOSS quasartracers. At the effective redshift zeff = 1.52, we measure the linear growth rate of structure fσ8(zeff)= 0.426 ± 0.077, the expansion rate H(zeff) = 159^{+12}_{-13} (r_s^fid/rs)km.s-1.Mpc-1, and the angular diameterdistance DA(zeff)=1850^{+90}_{-115} (rs/r_s^fid) Mpc, where rs is the sound horizon at the end of the baryon drag epoch and r_s^fid is its value in the fiducial cosmology. The quoted errors include both systematic and statistical contributions. The results on the evolution of distances are consistent with the predictions of flat Λ-Cold Dark Matter (Λ-CDM) cosmology with Planck parameters, and the measurement of fσ8 extends the validity of General Relativity (GR) to higher redshifts (z > 1). This paper is released with companion papers using the same sample. The results on the cosmological parameters of the studies are found to be in very good agreement, providing clear evidence of the complementarity and of the robustness of the first full-shape clustering measurements with the eBOSS DR14 quasar sample.

AB - We present the clustering measurements of quasars in configuration space based on the Data Release 14 (DR14) of the Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic Survey. This dataset includes 148,659 quasars spread over the redshift range 0.8 ≤ z ≤ 2.2 and spanning 2112.9 square degrees. We use the Convolution Lagrangian Perturbation Theory (CLPT) approach with a Gaussian Streaming (GS) model for the redshift space distortions of the correlation function and demonstrate its applicability for dark matter halos hosting eBOSS quasartracers. At the effective redshift zeff = 1.52, we measure the linear growth rate of structure fσ8(zeff)= 0.426 ± 0.077, the expansion rate H(zeff) = 159^{+12}_{-13} (r_s^fid/rs)km.s-1.Mpc-1, and the angular diameterdistance DA(zeff)=1850^{+90}_{-115} (rs/r_s^fid) Mpc, where rs is the sound horizon at the end of the baryon drag epoch and r_s^fid is its value in the fiducial cosmology. The quoted errors include both systematic and statistical contributions. The results on the evolution of distances are consistent with the predictions of flat Λ-Cold Dark Matter (Λ-CDM) cosmology with Planck parameters, and the measurement of fσ8 extends the validity of General Relativity (GR) to higher redshifts (z > 1). This paper is released with companion papers using the same sample. The results on the cosmological parameters of the studies are found to be in very good agreement, providing clear evidence of the complementarity and of the robustness of the first full-shape clustering measurements with the eBOSS DR14 quasar sample.

KW - Cosmology: observations

KW - (Cosmology:) large-scale structure of Universe

U2 - 10.1093/mnras/sty506

DO - 10.1093/mnras/sty506

M3 - Article

SN - 0035-8711

VL - 477

SP - 1639

EP - 1663

JO - Monthly Notices of the Royal Astronomical Society

JF - Monthly Notices of the Royal Astronomical Society

IS - 2

ER -

Zarrouk P, Burtin E, Gil-Marín H, Ross AJ, Tojeiro R, Parîs I et al. The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2. Monthly Notices of the Royal Astronomical Society. 2018 Jun 21;477(2):1639-1663. Epub 2018 Feb 24. doi: 10.1093/mnras/sty506

The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measurement of the growth rate of structure from the anisotropic correlation function between redshift 0.8 and 2.2

Abstract

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The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample (dataset)

Cite this