Clustering of high-redshift quasars with DESI DR2
M. Charles, P. Martini, A. J. Ross, D. H. Weinberg, J. Aguilar, S. Ahlen, D. Bianchi, D. Brooks, F. J. Castander, T. Claybaugh, A. Cuceu, A. de la Macorra, P. Doel, S. Ferraro, A. Font-Ribera, J. E. Forero-Romero, S. Gontcho A Gontcho, G. Gutierrez, J. Guy, C. Hahn, H. K. Herrera-Alcantar, K. Honscheid, C. Howlett, M. Ishak, R. Joyce, D. Kirkby, A. Kremin, M. Landriau, L. Le Guillou, M. E. Levi, M. Manera, A. Meisner, R. Miquel, J. Moustakas, A. D. Myers, S. Nadathur, N. Palanque-Delabrouille, W. J. Percival, F. Prada, I. Pérez-Ràfols, G. Rossi, L. Samushia, E. Sanchez, D. Schlegel, M. Schubnell, D. Sprayberry, G. Tarlé, B. A. Weaver, R. Zhou
astro-ph.CO
Submitted: 2026-06-25
Comments: 44 pages, 15 figures
License: http://creativecommons.org/licenses/by/4.0/
The gist: We present clustering measurements for high-redshift quasars using data from the Dark Energy Spectroscopic Instrument Data Release 2.
Terminology
Abstract
We present clustering measurements for high-redshift quasars using data from the Dark Energy Spectroscopic Instrument Data Release 2. Our sample consists of quasars with 2.0 < z < 3.5 in the luminosity range M 1450 at most-19.94,mag. We measure the mean quasar bias b Q(= 2.48) = 3.61 plus or minus 0.01 for the full sample of about 715,000 quasars and quantify the redshift evolution of quasar bias by dividing the sample into four equal redshift bins. There is strong evolution of the quasar bias with redshift that is well fit by the function b Q(z) = a [(1 + z) squared - 6.565] + b with a=0.230 plus or minus 0.007 and b=2.394 plus or minus 0.035, and this fit is also a good match to lower redshift measurements in the literature. This bias evolution is consistent with a characteristic halo mass of h about 10 12, M that does not vary significantly with redshift. The inferred duty cycles for quasars in our sample are f duty about 10-2, staying mostly constant over redshifts. We investigate the luminosity dependence of quasar clustering by dividing each of our four redshift bins into three luminosity bins. The size of our quasar sample permits the first statistically significant measurement of the luminosity dependence of quasar bias at these redshifts. We measure weak dependence of quasar bias on luminosity at fixed redshift, inconsistent with no dependence, but weaker than predicted by a model in which quasar luminosity is tightly correlated with halo mass. These clustering measurements provide a stringent test for models of active black hole light curves and the black hole-halo connection at high redshift.
Sources
- A Halo Occupation Interpretation Of Quasars At $z\sim1.5$ Using Very Small Scale Clustering Information
- The DESI One-Percent Survey: Exploring the Halo Occupation Distribution of Luminous Red Galaxies and Quasi-Stellar Objects with AbacusSummit
- The DESI Experiment Part II: Instrument Design
- Clustering of Low-Redshift (z <= 2.2) Quasars from the Sloan Digital Sky Survey
- The clustering of intermediate redshift quasars as measured by the Baryon Oscillation Spectroscopic Survey
- Clustering of intermediate redshift quasars using the final SDSS III-BOSS sample
- Subaru High-$z$ Exploration of Low-Luminosity Quasars (SHELLQs). XVIII. The Dark Matter Halo Mass of Quasars at $z\sim6$
- DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars
- DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations
- DESI DR2 Results I: Baryon Acoustic Oscillations from the Lyman Alpha Forest
- Data Release 1 of the Dark Energy Spectroscopic Instrument
- DESI 2024 VII: Cosmological Constraints from the Full-Shape Modeling of Clustering Measurements
- Survey Operations for the Dark Energy Spectroscopic Instrument
- The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument
- The Optical Corrector for the Dark Energy Spectroscopic Instrument
- The DESI Survey Validation: Results from Visual Inspection of the Quasar Survey Spectra
- Unbiased clustering estimation in the presence of missing observations
- Characterization of DESI fiber assignment incompleteness effect on 2-point clustering and mitigation methods for DR1 analysis
- Production of Alternate Realizations of DESI Fiber Assignment for Unbiased Clustering Measurement in Data and Simulations
- The Construction of Large-scale Structure Catalogs for the Dark Energy Spectroscopic Instrument
Related papers
- Angular clustering and bias of photometric quasars in the Kilo-Degree Survey Data Release 4
- A Novel kinetic Sunyaev-Zel'dovich Estimator for Electron-Electron Correlations
- Magnetic fields at the dawn of structure formation I. The CARLA J1510+5958 proto-cluster
- Dark Energy Survey Year 6 Results: Weak Lensing and Galaxy Clustering Cosmological Analysis Framework
- Exploring the Impact of Systematic Bias in Type Ia Supernova Cosmology Across Diverse Dark Energy Parametrizations
- Non-Gaussian Galaxy Stochasticity and the Noise-Field Formulation