DESI 2024 IV: Baryon Acoustic Oscillations from the Lyman Alpha Forest
arXiv:2404.03001 · doi:10.1088/1475-7516/2025/01/124
Abstract
We present the measurement of Baryon Acoustic Oscillations (BAO) from the Lyman- (Ly) forest of high-redshift quasars with the first-year dataset of the Dark Energy Spectroscopic Instrument (DESI). Our analysis uses over Ly forest spectra and their correlation with the spatial distribution of more than quasars. An essential facet of this work is the development of a new analysis methodology on a blinded dataset. We conducted rigorous tests using synthetic data to ensure the reliability of our methodology and findings before unblinding. Additionally, we conducted multiple data splits to assess the consistency of the results and scrutinized various analysis approaches to confirm their robustness. For a given value of the sound horizon (), we measure the expansion at with 2\% precision, km/s/Mpc. Similarly, we present a 2.4\% measurement of the transverse comoving distance to the same redshift, Gpc. Together with other DESI BAO measurements at lower redshifts, these results are used in a companion paper to constrain cosmological parameters.
This DESI Collaboration Key Publication is part of the 2024 publication series using the first year of observations (see https://data.desi.lbl.gov/doc/papers). Minor changes in v4, version accepted for publication in JCAP
References in corpus (41)
- Array Programming with NumPy
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological Implications from two Decades of Spectroscopic Surveys at the Apache Point observatory
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations
- Baryon Acoustic Oscillations in the Lyα forest of BOSS DR11 quasars
- Baryon Acoustic Oscillations in the Ly-α forest of BOSS quasars
- PolyChord: nested sampling for cosmology
- Improving Cosmological Distance Measurements by Reconstruction of the Baryon Acoustic Peak
- Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument
- Nonlinear Evolution of Baryon Acoustic Oscillations
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Baryon acoustic oscillations with Lyman- forests
- Baryon acoustic oscillations from the complete SDSS-III Ly-quasar cross-correlation function at
- DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars
- The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument
- Target Selection and Validation of DESI Quasars
- The Robotic Multi-Object Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
- `Eppur Si Muove': On The Motion of the Acoustic Peak in the Correlation Function
- Non-linear structure formation and the acoustic scale
- The Target-selection Pipeline for the Dark Energy Spectroscopic Instrument
- The DESI Survey Validation: Results from Visual Inspection of the Quasar Survey Spectra
- Scale-dependent bias in the BAO-scale intergalactic neutral hydrogen
- The SDSS-DR12 large-scale cross-correlation of Damped Lyman Alpha Systems with the Lyman Alpha Forest
- Preliminary Target Selection for the DESI Quasar (QSO) Sample
- Performance of the Quasar Spectral Templates for the Dark Energy Spectroscopic Instrument
- How to estimate the 3D power spectrum of the Lyman- forest
- The Dark Energy Spectroscopic Instrument: One-dimensional power spectrum from first Lyman- forest samples with Fast Fourier Transform
- Cosmology beyond BAO from the 3D distribution of the Lyman- forest
- Constraints on the cosmic expansion rate at redshift 2.3 from the Lyman- forest
- CoLoRe: fast cosmological realisations over large volumes with multiple tracers
- The extended Baryon Oscillation Spectroscopic Survey: measuring the cross-correlation between the MgII flux transmission field and quasars and galaxies at
- Small-scale structure and the Lyman- forest baryon acoustic oscillation feature
- Optimal Reconstruction of Baryon Acoustic Oscillations for DESI 2024
- Non-linearities in the Lyman- forest and in its cross-correlation with dark matter halos
- The Alcock-Paczyński effect from Lyman- forest correlations: Analysis validation with synthetic data
- Direct cosmological inference from three-dimensional correlations of the Lyman- forest
- The impact and mitigation of broad absorption line quasars in Lyman forest correlations
- The cross-correlation of galaxies in absorption with the Lyman forest
- Planting a Lyman alpha forest on AbacusSummit
- Metal Lines Associated with the Lyman-alpha Forest from eBOSS Data
- Modeling the Spectral Diversity of Quasars in the Sixteenth Data Release from the Sloan Digital Sky Survey
Cited by in corpus (110)
- DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations
- DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints
- The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
- DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars
- DESI 2024 VII: Cosmological Constraints from the Full-Shape Modeling of Clustering Measurements
- DESI 2024: Reconstructing Dark Energy using Crossing Statistics with DESI DR1 BAO data
- Robust Preference for Dynamical Dark Energy in DESI BAO and SN Measurements
- Interpreting DESI's evidence for evolving dark energy
- Neutrino cosmology after DESI: tightest mass upper limits, preference for the normal ordering, and tension with terrestrial observations
- An overview of what current data can (and cannot yet) say about evolving dark energy
- DESI 2024 II: Sample Definitions, Characteristics, and Two-point Clustering Statistics
- Cosmology From CMB Lensing and Delensed EE Power Spectra Using 2019-2020 SPT-3G Polarization Data
- DESI 2024 V: Full-Shape Galaxy Clustering from Galaxies and Quasars
- Massive neutrinos and cosmic composition
- Dynamical Dark Energy Beyond Planck? Constraints from multiple CMB probes, DESI BAO and Type-Ia Supernovae
- Dynamical Dark Energy in light of the DESI DR2 Baryonic Acoustic Oscillations Measurements
- The DESI DR1/DR2 evidence for dynamical dark energy is biased by low-redshift supernovae
- Probing the sign-changeable interaction between dark energy and dark matter with DESI baryon acoustic oscillations and DES supernovae data
- Modified Gravity Constraints from the Full Shape Modeling of Clustering Measurements from DESI 2024
- Reheating ACTs on Starobinsky and Higgs inflation
- Sign Switching in Dark Sector Coupling Interactions as a Candidate for Resolving Cosmological Tensions
- Impacts of dark energy on weighing neutrinos after DESI BAO
- Cosmological tests of quintessence in quantum gravity
- Mitigation of DESI fiber assignment incompleteness effect on two-point clustering with small angular scale truncated estimators
- Semi-analytical covariance matrices for two-point correlation function for DESI 2024 data
- Optimal Reconstruction of Baryon Acoustic Oscillations for DESI 2024
- A search for sterile neutrinos in interacting dark energy models using DESI baryon acoustic oscillations and DES supernovae data
- Revisiting the impact of neutrino mass hierarchies on neutrino mass constraints in light of recent DESI data
- Analytical and EZmock covariance validation for the DESI 2024 results
- Dark Energy within the Generalized Uncertainty Principle in Light of DESI DR2
- Cosmographic Footprints of Dynamical Dark Energy
- HOD-Dependent Systematics in Emission Line Galaxies for the DESI 2024 BAO analysis
- Measuring cosmic curvature with non-CMB observations
- Cosmic sign-reversal: non-parametric reconstruction of interacting dark energy with DESI DR2
- Exploring the interaction between the MW and LMC with a large sample of blue horizontal branch stars from the DESI survey
- Scalar-Tensor Gravity and DESI 2024 BAO data
- Validating the Galaxy and Quasar Catalog-Level Blinding Scheme for the DESI 2024 analysis
- Backlighting extended gas halos around luminous red galaxies: kinematic Sunyaev-Zel'dovich effect from DESI Y1 x ACT
- ELG Spectroscopic Systematics Analysis of the DESI Data Release 1
- Positive neutrino masses with DESI DR2 via matter conversion to dark energy
- HOD-Dependent Systematics for Luminous Red Galaxies in the DESI 2024 BAO Analysis
- Nonparametric reconstructions of dynamical dark energy via flexknots
- From 100 kpc to 10 Gpc: Dark Matter self-interactions before and after DESI
- DESI constraints on -attractor inflationary models
- Determination of cosmic curvature independent of the sound horizon and using BOSS/eBOSS and DESI DR1 BAO observations
- The ACCEL2 Project: Precision Measurements of EFT Parameters and BAO Peak Shifts for the Lyman- Forest
- Status of the Tension: A 2026 Review of Probe Discrepancies
- Abundance and properties of dark radiation from the cosmic microwave background
- Revisiting cosmic acceleration with DESI BAO
- Quintessential early dark energy
- A PAge-like Unified Dark Fluid Model
- Cosmological implications of tracker scalar fields: Testing the evidence for dynamical dark energy with recent data
- Towards unveiling the large-scale nature of gravity with the wavelet scattering transform
- Constraints on primordial non-Gaussianity from the cross-correlation of DESI Luminous Red Galaxies and CMB lensing
- General parametrization for energy density of quintessence field
- Cosmology from Planck CMB Lensing and DESI DR1 Quasar Tomography
- Model-Independent Measurement of the Matter-Radiation Equality Scale in DESI 2024
- Constraining Mixed Dark Matter models with high redshift Lyman-alpha forest data
- Null energy condition violation and beyond Horndeski physics in light of DESI DR2 data
- Quintessential Implications of the presence of AdS in the Dark Energy sector
- Empirical Validation: Investigating the CDM Model with new DESI BAO Observations
- Litmus tests of the flat CDM model and model-independent measurement of with LSST and DESI
- AT 2018dyk: tidal disruption event or active galactic nucleus? Follow-up observations of an extreme coronal line emitter with the Dark Energy Spectroscopic Instrument
- Investigating the CDM Model with Latest DESI BAO Observations
- Beyond CDM: Exploring a Dynamical Cosmological Constant Framework Consistent with Late-Time Observations
- Constraints on Spatial Curvature and Dark Energy Dynamics in the CDM Model from DESI DR1 and DR2
- A New Window on Dynamical Dark Energy: Combining DESI-DR2 BAO with future Gravitational Wave Observations
- Black Strings and String Clouds Embedded in Anisotropic Quintessence: Solutions for Scalar Particles and Implications
- DESIVAST: A Catalog of Low-Redshift Voids using Data from the DESI DR1 Bright Galaxy Survey
- Measuring neutrino mass in light of ACT DR6 and DESI DR2
- Window convolution of the galaxy clustering bispectrum
- Fast Simulation of Cosmological Neutral Hydrogen based on the Halo Model
- An Analytically Tractable Marked Power Spectrum
- Nearby stellar substructures in the Galactic halo from DESI Milky Way Survey Year 1 Data Release
- Observational constraints on viscous cosmology in gravity
- Constraints on the varying electron mass and early dark energy in light of ACT DR6 and DESI DR2 and the implications for inflation
- Dynamical Oscillations in Dark Energy: Joint Constraints on the CDM Model from DESI, OHD, and Supernova Samples
- A spherical hydrodynamical model of cosmic voids in ΛCDM and beyond
- Without the Sound Horizon (or Supernovae): A 2% Measurement in DESI DR1
- Exploring HOD-dependent systematics for the DESI 2024 Full-Shape galaxy clustering analysis
- Towards a multi-tracer neutrino mass measurement with line-intensity mapping
- From Large Telescopes to the MUltiplexed Survey Telescope (MUST)
- A model-independent measurement of the expansion and growth rates from BOSS using the FreePower method
- The Compressed 3D Lyman-Alpha Forest Bispectrum
- Estimators for the cross-pairwise kSZ effect: forecasts for the dark energy and modified gravity parameters with Simons Observatory and CMB-S4
- Constraining Axially Symmetric Bianchi Type I Model with Self-Consistent Recombination History and Observables
- Derivative hierarchy as the origin of kernel-dependent trends in Gaussian process reconstructions of the hubble parameter
- Studying baryon acoustic oscillations using photometric redshifts from the DESI Legacy Imaging survey DR9
- The Lyman- Forest from LBGs: First 3D Correlation Measurement with DESI and Prospects for Cosmology
- Constraining cosmology with N-body simulations for future spectroscopic galaxy surveys at
- Compact Objects in 4D Einstein Gauss Bonnet Gravity A Data Based Perspective
- Modeling the Cosmological Lyman- Forest at the Field Level
- Constraint on Neutrino Statistics from Cosmological Data
- The miniJPAS survey quasar selection V: combined algorithm
- Observational constraints on phenomenological emergent dark energy and barotropic dark matter characterized by a constant equation of state parameter
- Probing the Type 3 interacting dark-energy model using matter pairwise velocity
- Model-independent reconstruction of cosmic thermodynamics and dark energy dynamics
- Measurements of quasar proximity zones with the Ly forest of DESI Y1 quasars
- The long freeze: an asymptotically static universe from holographic dark energy
- Reconstruction of a dark energy model for the Dirac-Born-Infeld scalar field with the Hubble and DESI data via Gaussian process
- Generation of Lognormal Synthetic Lyman- Forest Spectra for Analysis
- Unified reconstruction of the Lyman-alpha power spectrum with Hamiltonian Monte Carlo
- Lya2pcf: an efficient pipeline to estimate two- and three-point correlation functions of the Lyman- forest
- EFT of Dark Energy with Cosmic Chronometers: Reconstructing Background EFT Functions
- Web-Halo Model (WHM): Accurate non-linear matter power spectrum predictions without free parameters
- Growth rate measurements from a joint analysis of the large-scale galaxy clustering in Fourier and configuration space
- Calibrating Bayesian Tension Statistics using Neural Ratio Estimation
- DESI DR1 Lyα 1D power spectrum: The Fast Fourier Transform estimator measurement
- Bridging Simulations and EFT: A Hybrid Model of the Lyman-Alpha Forest Field
- Early results in the search for extreme coronal line emitters with the Dark Energy Spectroscopic Instrument