Combined tracer analysis for DESI 2024 BAO
astro-ph.CO
Submitted: 2025-08-07
Updated: 2026-09-14
Comments: This DESI Publication is part of the 2024 series using the first year of observations (see https://data.desi.lbl.gov/doc/papers/). 36 pages, 9 figures. Updated to match the published version. The supplementary data is available at https://zenodo.org/records/19561326
Journal ref: JCAP 04 (2026) 058
DOI: 10.1088/1475-7516/2026/04/058
Code: https://github.com/cosmodesi/pycorrhttps:
License: http://creativecommons.org/licenses/by/4.0/
The gist: This paper demonstrates how the Dark Energy Spectroscopic Instrument (DESI) Data Release 1 (DR1) and future baryon acoustic oscillations (BAO) analyses can optimally combine overlapping tracers
Terminology
Abstract
This paper demonstrates how the Dark Energy Spectroscopic Instrument (DESI) Data Release 1 (DR1) and future baryon acoustic oscillations (BAO) analyses can optimally combine overlapping tracers (galaxies of distinct types) in the same redshift range. We make a unified catalog of Luminous Red Galaxies (LRGs) and Emission Line Galaxies (ELGs) in the redshift range 0.8 < z < 1.1 and investigate the impact on the BAO constraints. DESI DR1 contains 30% of the final DESI LRG sample and less than 25% of the final ELG sample, and the combination of LRGs and ELGs increases the number density and reduces the shot noise. We developed a pipeline to merge the overlapping tracers using galaxy bias as an approximately optimal weight and tested the pipeline on a suite of Abacus simulations, calibrated on the final version of the DESI Early Data Release. When applying our pipeline to the DESI DR1 catalog, we find an improvement in the BAO constraints of 11% for α iso and 7.0% for α AP consistent with our findings in mock catalogs. Our analysis was integrated into the DESI DR1 BAO analysis to produce the LRG+ELG result in the 0.8 < z < 1.1 redshift bin, which provided the most precise BAO measurement from DESI DR1 with a 0.86% constraint on the BAO distance scale and a 9.1σ detection of the isotropic BAO feature.
Sources
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological Implications from two Decades of Spectroscopic Surveys at the Apache Point observatory
- The 6dF Galaxy Survey: Baryon Acoustic Oscillations and the Local Hubble Constant
- Low Redshift Baryon Acoustic Oscillation Measurement from the Reconstructed 6-degree Field Galaxy Survey
- 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
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Baryon acoustic oscillations with Lyman-$\alpha$ forests
- Nonlinear Evolution of Baryon Acoustic Oscillations
- Theoretical Systematics of Future Baryon Acoustic Oscillation Surveys
- The DESI Experiment, a whitepaper for Snowmass 2013
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- Baryon Acoustic Oscillation Theory and Modelling Systematics for the DESI 2024 results
- A 2% Distance to z=0.35 by Reconstructing Baryon Acoustic Oscillations - I : Methods and Application to the Sloan Digital Sky Survey
- Galaxy Bias and its Effects on the Baryon Acoustic Oscillations Measurements
- Target Selection and Validation of DESI Luminous Red Galaxies
- Target Selection and Validation of DESI Emission Line Galaxies
- HOD-Dependent Systematics for Luminous Red Galaxies in the DESI 2024 BAO Analysis
- HOD-Dependent Systematics in Emission Line Galaxies for the DESI 2024 BAO analysis
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: Observational systematics and baryon acoustic oscillations in the correlation function
- Relative velocity of dark matter and baryonic fluids and the formation of the first structures
- Signatures of First Stars in Galaxy Surveys: Multi-Tracer Analysis of the Supersonic Relative Velocity Effect and the Constraints from the BOSS Power Spectrum Measurements
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