Momentum power spectrum of SDSS galaxies by massE cosmic ruler: 2.1×improvement in measure of growth rate
Abstract
ABSTRACT Peculiar motion of galaxies probes the structure growth in the universe. In this study, we employ the galaxy stellar mass-binding energy (massE) relation with only two nuisance parameters to build the largest peculiar-velocity (PV) catalogue to date, consisting of 229 890 ellipticals from the main galaxy sample (MGS) of the Sloan Digital Sky Survey (SDSS). We quantify the distribution of the massE-based distances in individual narrow redshift bins (dz = 0.005), and then estimate the PV of each galaxy based on its offset from the Gaussian mean of the distribution. As demonstrated with the Uchuu-SDSS mock data, the derived PV and momentum power spectra are insensitive to accurate calibration of the massE relation itself, enabling measurements out to a redshift of 0.2, well beyond the current limit of z = 0.1 using other galaxy scaling laws. We then measure the momentum power spectrum and demonstrate that it remains almost unchanged if varying significantly the redshift bin size within which the distance is measured, as well as the intercept and slope of the massE relation, respectively. By fitting the spectra using the perturbation theory model with four free parameters, fσ8 is constrained to fσ8 = 0.459$$^{+0.068}_{-0.069}$$ over Δz = 0.02–0.2, 0.416$$^{+0.074}_{-0.076}$$ over Δz = 0.02–0.1, and 0.526$$^{+0.133}_{-0.148}$$ over Δz = 0.1–0.2. The error of fσ8 is 2.1 times smaller than that by the redshift space distortion (RSD) of the same sample. A Fisher matrix forecast illustrates that the constraint on fσ8 from the massE-based PV can potentially exceed that from the stage-IV RSD in late universe (z<0.5).
- Authors:
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 2301781
- Resource Type:
- Published Article
- Journal Name:
- Monthly Notices of the Royal Astronomical Society
- Additional Journal Information:
- Journal Name: Monthly Notices of the Royal Astronomical Society Journal Volume: 528 Journal Issue: 3; Journal ID: ISSN 0035-8711
- Publisher:
- Oxford University Press
- Country of Publication:
- United Kingdom
- Language:
- English
Citation Formats
Shi, Yong, Zhang, Pengjie, Mao, Shude, and Gu, Qiusheng. Momentum power spectrum of SDSS galaxies by massE cosmic ruler: 2.1×improvement in measure of growth rate. United Kingdom: N. p., 2024.
Web. doi:10.1093/mnras/stae274.
Shi, Yong, Zhang, Pengjie, Mao, Shude, & Gu, Qiusheng. Momentum power spectrum of SDSS galaxies by massE cosmic ruler: 2.1×improvement in measure of growth rate. United Kingdom. https://doi.org/10.1093/mnras/stae274
Shi, Yong, Zhang, Pengjie, Mao, Shude, and Gu, Qiusheng. Tue .
"Momentum power spectrum of SDSS galaxies by massE cosmic ruler: 2.1×improvement in measure of growth rate". United Kingdom. https://doi.org/10.1093/mnras/stae274.
@article{osti_2301781,
title = {Momentum power spectrum of SDSS galaxies by massE cosmic ruler: 2.1×improvement in measure of growth rate},
author = {Shi, Yong and Zhang, Pengjie and Mao, Shude and Gu, Qiusheng},
abstractNote = {ABSTRACT Peculiar motion of galaxies probes the structure growth in the universe. In this study, we employ the galaxy stellar mass-binding energy (massE) relation with only two nuisance parameters to build the largest peculiar-velocity (PV) catalogue to date, consisting of 229 890 ellipticals from the main galaxy sample (MGS) of the Sloan Digital Sky Survey (SDSS). We quantify the distribution of the massE-based distances in individual narrow redshift bins (dz = 0.005), and then estimate the PV of each galaxy based on its offset from the Gaussian mean of the distribution. As demonstrated with the Uchuu-SDSS mock data, the derived PV and momentum power spectra are insensitive to accurate calibration of the massE relation itself, enabling measurements out to a redshift of 0.2, well beyond the current limit of z = 0.1 using other galaxy scaling laws. We then measure the momentum power spectrum and demonstrate that it remains almost unchanged if varying significantly the redshift bin size within which the distance is measured, as well as the intercept and slope of the massE relation, respectively. By fitting the spectra using the perturbation theory model with four free parameters, fσ8 is constrained to fσ8 = 0.459$^{+0.068}_{-0.069}$ over Δz = 0.02–0.2, 0.416$^{+0.074}_{-0.076}$ over Δz = 0.02–0.1, and 0.526$^{+0.133}_{-0.148}$ over Δz = 0.1–0.2. The error of fσ8 is 2.1 times smaller than that by the redshift space distortion (RSD) of the same sample. A Fisher matrix forecast illustrates that the constraint on fσ8 from the massE-based PV can potentially exceed that from the stage-IV RSD in late universe (z<0.5).},
doi = {10.1093/mnras/stae274},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 3,
volume = 528,
place = {United Kingdom},
year = {Tue Jan 30 00:00:00 EST 2024},
month = {Tue Jan 30 00:00:00 EST 2024}
}
https://doi.org/10.1093/mnras/stae274
Works referenced in this record:
Understanding higher-order nonlocal halo bias at large scales by combining the power spectrum with the bispectrum
journal, December 2014
- Saito, Shun; Baldauf, Tobias; Vlah, Zvonimir
- Physical Review D, Vol. 90, Issue 12
Distribution function approach to redshift space distortions. Part IV: perturbation theory applied to dark matter
journal, November 2012
- Vlah, Zvonimir; Seljak, Uroš; McDonald, Patrick
- Journal of Cosmology and Astroparticle Physics, Vol. 2012, Issue 11
Dynamical effects of the cosmological constant
journal, July 1991
- Lahav, Ofer; Lilje, Per B.; Primack, Joel R.
- Monthly Notices of the Royal Astronomical Society, Vol. 251, Issue 1
The IllustrisTNG simulations: public data release
journal, May 2019
- Nelson, Dylan; Springel, Volker; Pillepich, Annalisa
- Computational Astrophysics and Cosmology, Vol. 6, Issue 1
The redshift-space momentum power spectrum – I. Optimal estimation from peculiar velocity surveys
journal, May 2019
- Howlett, Cullan
- Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 4
Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Observatory
journal, April 2021
- Alam, Shadab; Aubert, Marie; Avila, Santiago
- Physical Review D, Vol. 103, Issue 8
nbodykit: An Open-source, Massively Parallel Toolkit for Large-scale Structure
journal, September 2018
- Hand, Nick; Feng, Yu; Beutler, Florian
- The Astronomical Journal, Vol. 156, Issue 4
The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: BAO and RSD measurements from the anisotropic power spectrum of the quasar sample between redshift 0.8 and 2.2
journal, September 2020
- Neveux, Richard; Burtin, Etienne; de Mattia, Arnaud
- Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 1
Joint growth-rate measurements from redshift-space distortions and peculiar velocities in the 6dF Galaxy Survey
journal, April 2020
- Adams, Caitlin; Blake, Chris
- Monthly Notices of the Royal Astronomical Society, Vol. 494, Issue 3
Improved Methods for Estimating Peculiar Velocity Correlation Functions Using Volume Weighting
journal, September 2021
- Wang, Yuyu; Peery, Sarah; Feldman, Hume A.
- The Astrophysical Journal, Vol. 918, Issue 2
Parameterized beyond-Einstein growth
journal, December 2007
- Linder, Eric V.; Cahn, Robert N.
- Astroparticle Physics, Vol. 28, Issue 4-5
A universal relationship between stellar masses and binding energies of galaxies
journal, August 2021
- Shi, Yong; Yu, Xiaoling; Mao, Shude
- Monthly Notices of the Royal Astronomical Society, Vol. 507, Issue 2
The 6dF Galaxy Survey: peculiar velocity field and cosmography
journal, October 2014
- Springob, Christopher M.; Magoulas, Christina; Colless, Matthew
- Monthly Notices of the Royal Astronomical Society, Vol. 445, Issue 3
emcee : The MCMC Hammer
journal, March 2013
- Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
- Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925
Distribution function approach to redshift space distortions. Part V: perturbation theory applied to dark matter halos
journal, October 2013
- Vlah, Zvonimir; Seljak, Uroš; Okumura, Teppei
- Journal of Cosmology and Astroparticle Physics, Vol. 2013, Issue 10
Beyond the plane-parallel approximation for redshift surveys
journal, February 2018
- Castorina, Emanuele; White, Martin
- Monthly Notices of the Royal Astronomical Society
The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
journal, March 2017
- Alam, Shadab; Ata, Metin; Bailey, Stephen
- Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 3
Spectroscopy and photometry of elliptical galaxies. I - A new distance estimator
journal, February 1987
- Dressler, Alan; Lynden-Bell, Donald; Burstein, David
- The Astrophysical Journal, Vol. 313
Power-spectrum analysis of three-dimensional redshift surveys
journal, May 1994
- Feldman, Hume A.; Kaiser, Nick; Peacock, John A.
- The Astrophysical Journal, Vol. 426
The redshift-space momentum power spectrum – II. Measuring the growth rate from the combined 2MTF and 6dFGSv surveys
journal, June 2019
- Qin, Fei; Howlett, Cullan; Staveley-Smith, Lister
- Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 4
A Measurement of the Quadrupole Power Spectrum in the Clustering of the 2dF QSO Survey
journal, February 2006
- Yamamoto, Kazuhiro; Nakamichi, Masashi; Kamino, Akinari
- Publications of the Astronomical Society of Japan, Vol. 58, Issue 1
Observational Evidence from Supernovae for an Accelerating Universe and a Cosmological Constant
journal, September 1998
- Riess, Adam G.; Filippenko, Alexei V.; Challis, Peter
- The Astronomical Journal, Vol. 116, Issue 3
The WiggleZ Dark Energy Survey: joint measurements of the expansion and growth history at z < 1 : WiggleZ Survey: expansion history
journal, July 2012
- Blake, Chris; Brough, Sarah; Colless, Matthew
- Monthly Notices of the Royal Astronomical Society, Vol. 425, Issue 1
An optimal FFT-based anisotropic power spectrum estimator
journal, July 2017
- Hand, Nick; Li, Yin; Slepian, Zachary
- Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 07
The physical properties of star-forming galaxies in the low-redshift Universe
journal, July 2004
- Brinchmann, J.; Charlot, S.; White, S. D. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 351, Issue 4
The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the emission line galaxy sample from the anisotropic power spectrum between redshift 0.6 and 1.1
journal, December 2020
- de Mattia, Arnaud; Ruhlmann-Kleider, Vanina; Raichoor, Anand
- Monthly Notices of the Royal Astronomical Society
Cosmological forecasts for combined and next-generation peculiar velocity surveys
journal, September 2016
- Howlett, Cullan; Staveley-Smith, Lister; Blake, Chris
- Monthly Notices of the Royal Astronomical Society, Vol. 464, Issue 3
The 6dF Galaxy Survey: z≈ 0 measurements of the growth rate and σ8: 6dFGS: z≈ 0 measurements of fσ8 and σ8
journal, June 2012
- Beutler, Florian; Blake, Chris; Colless, Matthew
- Monthly Notices of the Royal Astronomical Society, Vol. 423, Issue 4
Planck 2018 results: VI. Cosmological parameters
journal, September 2020
- Aghanim, N.; Akrami, Y.; Ashdown, M.
- Astronomy & Astrophysics, Vol. 641, A6
Improving constraints on the growth rate of structure by modelling the density–velocity cross-correlation in the 6dF Galaxy Survey
journal, June 2017
- Adams, Caitlin; Blake, Chris
- Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 1
The clustering of the SDSS main galaxy sample – II. Mock galaxy catalogues and a measurement of the growth of structure from redshift space distortions at z = 0.15
journal, March 2015
- Howlett, Cullan; Ross, Ashley J.; Samushia, Lado
- Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 1
The 6dF Galaxy Survey: the near-infrared Fundamental Plane of early-type galaxies: 6dFGS: the Fundamental Plane
journal, October 2012
- Magoulas, Christina; Springob, Christopher M.; Colless, Matthew
- Monthly Notices of the Royal Astronomical Society, Vol. 427, Issue 1
Stellar masses and star formation histories for 10 5 galaxies from the Sloan Digital Sky Survey
journal, May 2003
- Kauffmann, Guinevere; Heckman, Timothy M.; Simon White, D. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 341, Issue 1
A new technique for measuring extragalactic distances
journal, September 1988
- Tonry, John; Schneider, Donald P.
- The Astronomical Journal, Vol. 96
The Cosmic Microwave Background Spectrum from the Full COBE FIRAS Data Set
journal, December 1996
- Fixsen, D. J.; Cheng, E. S.; Gales, J. M.
- The Astrophysical Journal, Vol. 473, Issue 2
The Taipan Galaxy Survey: Scientific Goals and Observing Strategy
journal, January 2017
- da Cunha, Elisabete; Hopkins, Andrew M.; Colless, Matthew
- Publications of the Astronomical Society of Australia, Vol. 34
Measuring Cosmological Parameters with Galaxy Surveys
journal, November 1997
- Tegmark, Max
- Physical Review Letters, Vol. 79, Issue 20
Peculiar velocities in redshift space: formalism, N-body simulations and perturbation theory
journal, May 2014
- Okumura, Teppei; Seljak, Uroš; Vlah, Zvonimir
- Journal of Cosmology and Astroparticle Physics, Vol. 2014, Issue 05
The 6dF Galaxy Survey: bulk flows on 50-70 h -1 Mpc scales
journal, November 2015
- Scrimgeour, Morag I.; Davis, Tamara M.; Blake, Chris
- Monthly Notices of the Royal Astronomical Society, Vol. 455, Issue 1
The Uchuu simulations: Data Release 1 and dark matter halo concentrations
journal, June 2021
- Ishiyama, Tomoaki; Prada, Francisco; Klypin, Anatoly A.
- Monthly Notices of the Royal Astronomical Society, Vol. 506, Issue 3
The VIMOS Public Extragalactic Redshift Survey (VIPERS): The growth of structure at 0.5 <
journal, July 2017
- Pezzotta, A.; de la Torre, S.; Bel, J.
- Astronomy & Astrophysics, Vol. 604
The 6dF Galaxy Survey: cosmological constraints from the velocity power spectrum
journal, September 2014
- Johnson, Andrew; Blake, Chris; Koda, Jun
- Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 4
Clustering in real space and in redshift space
journal, July 1987
- Kaiser, Nick
- Monthly Notices of the Royal Astronomical Society, Vol. 227, Issue 1
Are peculiar velocity surveys competitive as a cosmological probe?
journal, November 2014
- Koda, Jun; Blake, Chris; Davis, Tamara
- Monthly Notices of the Royal Astronomical Society, Vol. 445, Issue 4
Using peculiar velocity surveys to constrain the growth rate of structure with the wide-angle effect
journal, November 2022
- Lai, Yan; Howlett, Cullan; Davis, Tamara M.
- Monthly Notices of the Royal Astronomical Society, Vol. 518, Issue 2
Sub-percentage measure of distances to redshift of 0.1 by a new cosmic ruler
journal, August 2022
- Shi, Yong; Chen, Yanmei; Mao, Shude
- Monthly Notices of the Royal Astronomical Society, Vol. 516, Issue 2
The Subaru FMOS galaxy redshift survey (FastSound). IV. New constraint on gravity theory from redshift space distortions at z ∼ 1.4
journal, April 2016
- Okumura, Teppei; Hikage, Chiaki; Totani, Tomonori
- Publications of the Astronomical Society of Japan, Vol. 68, Issue 3
The SBF Survey of Galaxy Distances. IV. SBF Magnitudes, Colors, and Distances
journal, January 2001
- Tonry, John L.; Dressler, Alan; Blakeslee, John P.
- The Astrophysical Journal, Vol. 546, Issue 2
New York University Value-Added Galaxy Catalog: A Galaxy Catalog Based on New Public Surveys
journal, June 2005
- Blanton, Michael R.; Schlegel, David J.; Strauss, Michael A.
- The Astronomical Journal, Vol. 129, Issue 6
2MTF. I. THE TULLY-FISHER RELATION IN THE TWO MICRON ALL SKY SURVEYJ,H, ANDKBANDS
journal, April 2008
- Masters, Karen L.; Springob, Christopher M.; Huchra, John P.
- The Astronomical Journal, Vol. 135, Issue 5
A local measurement of the growth rate from peculiar velocities and galaxy clustering correlations in the 6dF Galaxy Survey
journal, November 2022
- Turner, Ryan J.; Blake, Chris; Ruggeri, Rossana
- Monthly Notices of the Royal Astronomical Society, Vol. 518, Issue 2
Detection of the Baryon Acoustic Peak in the Large‐Scale Correlation Function of SDSS Luminous Red Galaxies
journal, November 2005
- Eisenstein, Daniel J.; Zehavi, Idit; Hogg, David W.
- The Astrophysical Journal, Vol. 633, Issue 2
The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the luminous red galaxy sample from the anisotropic power spectrum between redshifts 0.6 and 1.0
journal, August 2020
- Gil-Marín, Héctor; Bautista, Julián E.; Paviot, Romain
- Monthly Notices of the Royal Astronomical Society, Vol. 498, Issue 2