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Title: DESI 2024 III: baryon acoustic oscillations from galaxies and quasars

Journal Article · · Journal of Cosmology and Astroparticle Physics
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We present the DESI 2024 galaxy and quasar baryon acoustic oscillations (BAO) measurements using over 5.7 million unique galaxy and quasar redshifts in the range 0.1 < z < 2.1. Divided by tracer type, we utilize 300,017 galaxies from the magnitude-limited Bright Galaxy Survey with 0.1 < z < 0.4, 2,138,600 Luminous Red Galaxies with 0.4 < z < 1.1, 2,432,022 Emission Line Galaxies with 0.8 < z < 1.6, and 856,652 quasars with 0.8 < z < 2.1, over a ∼ 7,500 square degree footprint. The analysis was blinded at the catalog-level to avoid confirmation bias. All fiducial choices of the BAO fitting and reconstruction methodology, as well as the size of the systematic errors, were determined on the basis of the tests with mock catalogs and the blinded data catalogs. We present several improvements to the BAO analysis pipeline, including enhancing the BAO fitting and reconstruction methods in a more physically-motivated direction, and also present results using combinations of tracers. We employ a unified BAO analysis method across all tracers. We present a re-analysis of SDSS BOSS and eBOSS results applying the improved DESI methodology and find scatter consistent with the level of the quoted SDSS theoretical systematic uncertainties. With the total effective survey volume of ∼ 18 Gpc3, the combined precision of the BAO measurements across the six different redshift bins is ∼0.52%, marking a 1.2-fold improvement over the previous state-of-the-art results using only first-year data. We detect the BAO in all of these six redshift bins. The highest significance of BAO detection is 9.1σ at the effective redshift of 0.93, with a constraint of 0.86% placed on the BAO scale. We find that our observed BAO scales are systematically larger than the prediction of the Planck 2018-ΛCDM at z < 0.8. We translate the results into transverse comoving distance and radial Hubble distance measurements, which are used to constrain cosmological models in our companion paper.

Research Organization:
Andes U., Bogota; BCCP, Berkeley; Baltimore, Space Telescope Sci.; Barcelona, Autonoma U.; Barcelona, IEEC; Barcelona, IFAE; Barcelona, Polytechnic U.; Beihang U.; Beijing Observ.; Boston U.; Brookhaven National Lab; Brookhaven National Laboratory (BNL), Upton, NY (United States); CINVESTAV, IPN; Cambridge U., Inst. of Astron.; Chicago U., Astron. Astrophys. Ctr.; Chicago U., KICP; Conacyt, Mexico; Durham U.; Durham U., ICC; Ecole Polytechnique, Lausanne; Edinburgh U., Inst. Astron.; Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Garching, Max Planck Inst., MPE; Granada U., Theor. Phys. Astrophys.; Guanajuato U.; Harvard University, Cambridge, MA (United States); Harvard-Smithsonian Ctr. Astrophys.; IAC, La Laguna; ICC, Barcelona U.; ICREA, Barcelona; IRFU, Saclay; Ilia State U.; KAIST, Taejon; KASI, DaeJeon; Kansas State U.; LBNL, Berkeley; LPNHE, Paris; LPSC, Grenoble; Laguna U., Tenerife; Lick Observ.; Madrid, CIEMAT; Madrid, IFT; Marseille, Lab. Astrophys.; Mexico U., ICN; Michigan U., MCTP; Milan U.; Munich U.; Munich, Tech. U., Universe; NASA, Goddard; Natl. Solar Observ., Tucson; Ohio State U.; Ohio State U., Dept. Astron.; Ohio U., Athens; Ohio University, Athens, OH (United States); Perimeter Inst. Theor. Phys.; Pittsburgh U.; Portsmouth U., ICG; Princeton U.; Princeton, Inst. Advanced Study; Queensland U.; Rochester U.; Ruhr U., Bochum; SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Sejong U.; Shanghai Jiaotong U.; Siena Coll., Loudonville; Southern Methodist U.; Stanford U., Phys. Dept.; Sussex U.; Swinburne U., Ctr. Astrophys. Supercomput.; TIFR, Mumbai, DHEP; Taiwan, Natl. Taiwan U.; Toronto U., Astron. Dept.; Tsinghua U., Beijing; U. Barcelona (main); U. Michigan, Ann Arbor; U. Texas, Dallas; UC, Berkeley; UC, Berkeley (main); UC, Irvine; UC, Santa Cruz; UC, Santa Cruz, Inst. Part. Phys.; UNAM, CCF; UNAM, Mexico; Univ. of Michigan, Ann Arbor, MI (United States); Univ. of Rochester, NY (United States); Univ. of Utah, Salt Lake City, UT (United States); Universities Space Research Assoc.; University Coll. London; Utah U.; Waterloo U.; Wyoming U.; Yale U.
Sponsoring Organization:
Brookhaven National Lab; U.S. National Science Foundation (NSF), Division of Astronomical Sciences; US Department of Energy; USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); USDOE Office of Science (SC), High Energy Physics (HEP)
Contributing Organization:
The DESI Collaboration; The DESI collaboration
Grant/Contract Number:
89243024CSC000002; AC02-05CH11231; SC0007881; SC0008475; SC0009959; SC0012704; SC0019193; SC0023241
OSTI ID:
3011042
Report Number(s):
BNL-229139-2025-JAAM; FERMILAB-PUB-24-0159-PPD
Journal Information:
Journal of Cosmology and Astroparticle Physics, Journal Name: Journal of Cosmology and Astroparticle Physics Journal Issue: 04 Vol. 2025; ISSN 1475-7516
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (117)

Small-scale fluctuations of relic radiation journal April 1970
Minuit - a system for function minimization and analysis of the parameter errors and correlations journal December 1975
High order interpolation and differentiation using B-splines journal June 2004
Cosmology intertwined: A review of the particle physics, astrophysics, and cosmology associated with the cosmological tensions and anomalies journal June 2022
Dark energy and cosmic sound journal November 2005
Observational probes of cosmic acceleration journal September 2013
An evolution free test for non-zero cosmological constant journal October 1979
Planck 2018 results: VI. Cosmological parameters journal September 2020
Primeval Adiabatic Perturbation in an Expanding Universe journal November 1970
Bias and variance of angular correlation functions journal July 1993
Power-spectrum analysis of three-dimensional redshift surveys journal May 1994
Power spectrum, correlation function, and tests for luminosity bias in the CfA redshift survey journal August 1994
Probing Dark Energy with Baryonic Acoustic Oscillations from Future Large Galaxy Redshift Surveys journal December 2003
Detection of the Baryon Acoustic Peak in the Large‐Scale Correlation Function of SDSS Luminous Red Galaxies journal November 2005
Improving Cosmological Distance Measurements by Reconstruction of the Baryon Acoustic Peak journal August 2007
On the Robustness of the Acoustic Scale in the Low‐Redshift Clustering of Matter journal August 2007
Improved Forecasts for the Baryon Acoustic Oscillations and Cosmological Distance Scale journal August 2007
Nonlinear Structure Formation and the Acoustic Scale journal October 2008
emcee : The MCMC Hammer
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067
journal March 2013
High-Precision Predictions for the Acoustic Scale in the Nonlinear Regime journal August 2010
DESI and other Dark Energy experiments in the era of neutrino mass measurements journal May 2014
Accuracy of cosmological parameters using the baryon acoustic scale journal January 2015
Phases of New Physics in the BAO Spectrum journal November 2017
Integral constraints in spectroscopic surveys journal August 2019
The reconstructed power spectrum in the Zeldovich approximation journal September 2019
Blind Observers of the Sky journal September 2020
Unified galaxy power spectrum measurements from 6dFGS, BOSS, and eBOSS journal November 2021
Model-agnostic interpretation of 10 billion years of cosmic evolution traced by BOSS and eBOSS data journal August 2022
The DESI One-Percent survey: exploring the Halo Occupation Distribution of Emission Line Galaxies with AbacusSummit simulations journal October 2023
3D correlations in the Lyman-α forest from early DESI data journal November 2023
BAO cosmology in non-spatially flat background geometry from BOSS+eBOSS and lessons for future surveys journal May 2024
Compressed baryon acoustic oscillation analysis is robust to modified-gravity models journal June 2024
The construction of large-scale structure catalogs for the Dark Energy Spectroscopic Instrument journal January 2025
A Critique of Rees's Theory of Primordial Gravitational Radiation journal February 1972
Clustering in real space and in redshift space journal July 1987
Measuring the cosmological constant with redshift surveys journal October 1996
Multitracer extension of the halo model: probing quenching and conformity in eBOSS journal July 2020
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
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
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 correlation function between redshifts 0.6 and 1 journal September 2020
The completed SDSS-IV extended baryon oscillation spectroscopic survey: growth rate of structure measurement from anisotropic clustering analysis in configuration space between redshift 0.6 and 1.1 for the emission-line galaxy sample journal October 2020
barry and the BAO model comparison journal February 2020
The Completed SDSS-IV Extended Baryon Oscillation Spectroscopic Survey: N -body Mock Challenge for Galaxy Clustering Measurements journal December 2020
The impact of the fiducial cosmology assumption on BAO distance scale measurements journal March 2020
The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey quasar sample: testing observational systematics on the Baryon Acoustic Oscillation measurement journal July 2021
AbacusSummit : a massive set of high-accuracy, high-resolution N -body simulations journal September 2021
Baryon acoustic oscillations in the projected cross-correlation function between the eBOSS DR16 quasars and photometric galaxies from the DESI Legacy Imaging Surveys journal February 2021
compaso : A new halo finder for competitive assignment to spherical overdensities journal October 2021
AbacusHOD : a highly efficient extended multitracer HOD framework and its application to BOSS and eBOSS data journal November 2021
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 journal February 2021
Constructing high-fidelity halo merger trees in abacussummit journal March 2022
Validation of semi-analytical, semi-empirical covariance matrices for two-point correlation function for early DESI data journal July 2023
First detection of the BAO signal from early DESI data journal September 2023
The DESI One-Percent Survey: exploring a generalized SHAM for multiple tracers with the UNIT simulation journal November 2023
Generating mock galaxy catalogues for flux-limited samples like the DESI Bright Galaxy Survey journal June 2024
Baryon acoustic oscillation theory and modelling systematics for the DESI 2024 results journal September 2024
The DESI one-per cent survey: exploring the halo occupation distribution of luminous red galaxies and quasi-stellar objects with AbacusSummit journal April 2024
The clustering of galaxies in the SDSS-III DR9 Baryon Oscillation Spectroscopic Survey: constraints on primordial non-Gaussianity journal November 2012
Cosmological constraints from baryon acoustic oscillations and clustering of large-scale structure journal September 2013
The clustering of Galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: potential systematics in fitting of baryon acoustic feature journal September 2014
EZmocks: extending the Zel'dovich approximation to generate mock galaxy catalogues with accurate clustering statistics journal November 2014
The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: galaxy clustering measurements in the low-redshift sample of Data Release 11 journal April 2014
The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Data Releases 10 and 11 Galaxy samples journal April 2014
The WiggleZ Dark Energy Survey: improved distance measurements to z = 1 with reconstruction of the baryonic acoustic feature journal May 2014
Reconstruction in Fourier space journal August 2015
Reconstruction within the Zeldovich approximation journal May 2015
Modeling the reconstructed BAO in Fourier space journal May 2016
Accurate estimators of correlation functions in Fourier space journal May 2016
Large covariance matrices: smooth models from the two-point correlation function journal July 2016
The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: observational systematics and baryon acoustic oscillations in the correlation function journal September 2016
The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Fourier space journal September 2016
The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: first measurement of baryon acoustic oscillations between redshift 0.8 and 2.2 journal October 2017
The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample journal March 2017
An iterative reconstruction of cosmological initial density fields journal May 2018
The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: theoretical systematics and Baryon Acoustic Oscillations in the galaxy correlation function journal March 2018
Large covariance matrices: accurate models without mocks journal May 2019
Estimating covariance matrices for two- and three-point correlation function moments in Arbitrary Survey Geometries journal October 2019
rascalc : a jackknife approach to estimating single- and multitracer galaxy covariance matrices journal November 2019
A high-fidelity realization of the Euclid code comparison N -body simulation with Abacus journal March 2019
A Measurement of the Quadrupole Power Spectrum in the Clustering of the 2dF QSO Survey journal February 2006
Perturbation theory for the redshift-space matter power spectra after reconstruction journal February 2020
Robustness of baryon acoustic oscillation constraints for early-Universe modifications of Λ CDM cosmology journal December 2020
Galaxy power spectrum multipoles covariance in perturbation theory journal December 2020
Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Observatory journal April 2021
Dark Energy Survey: A 2.1% measurement of the angular baryonic acoustic oscillation scale at redshift zeff=0.85 from the final dataset journal September 2024
Developing a theoretical model for the resummation of infrared effects in the postreconstruction power spectrum journal September 2024
Nonlinear evolution of baryon acoustic oscillations journal January 2008
Constraining anisotropic baryon oscillations journal June 2008
Reconstructing baryon oscillations: A Lagrangian theory perspective journal March 2009
Calibrating the baryon oscillation ruler for matter and halos journal September 2009
Reconstructing baryon oscillations journal December 2009
Shift of the baryon acoustic oscillation scale: A simple physical picture journal May 2012
Iterative initial condition reconstruction journal July 2017
Perturbation theory for BAO reconstructed fields: One-loop results in the real-space matter density field journal August 2017
The 2dF Galaxy Redshift Survey: power-spectrum analysis of the final data set and cosmological implications journal September 2005
The 6dF Galaxy Survey: baryon acoustic oscillations and the local Hubble constant: 6dFGS: BAOs and the local Hubble constant journal July 2011
The WiggleZ Dark Energy Survey: joint measurements of the expansion and growth history at z < 1 : WiggleZ Survey: expansion history journal July 2012
A 2 per cent distance to z = 0.35 by reconstructing baryon acoustic oscillations – I. Methods and application to the Sloan Digital Sky Survey : A 2 per cent distance to z = 0.35 journal November 2012
The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Data Release 9 spectroscopic galaxy sample journal December 2012
Mitigating the noise of DESI mocks using analytic control variates journal October 2023
nbodykit: An Open-source, Massively Parallel Toolkit for Large-scale Structure journal September 2018
Overview of the DESI Legacy Imaging Surveys journal April 2019
Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument journal October 2022
The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI) journal December 2022
The Target-selection Pipeline for the Dark Energy Spectroscopic Instrument journal January 2023
Target Selection and Validation of DESI Luminous Red Galaxies journal January 2023
The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument journal March 2023
Target Selection and Validation of DESI Emission Line Galaxies journal February 2023
The DESI Bright Galaxy Survey: Final Target Selection, Design, and Validation journal May 2023
Survey Operations for the Dark Energy Spectroscopic Instrument journal November 2023
Validation of the Scientific Program for the Dark Energy Spectroscopic Instrument journal January 2024
The Early Data Release of the Dark Energy Spectroscopic Instrument journal July 2024
The Optical Corrector for the Dark Energy Spectroscopic Instrument journal July 2024
The Completed SDSS-IV Extended Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations with Ly α Forests journal October 2020
Target Selection and Validation of DESI Quasars journal February 2023
A Comprehensive Measurement of the Local Value of the Hubble Constant with 1 km s−1 Mpc−1 Uncertainty from the Hubble Space Telescope and the SH0ES Team journal July 2022
Production of Alternate Realizations of DESI Fiber Assignment for Unbiased Clustering Measurement in Data and Simulations dataset January 2024

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