3D Correlations in the Lyman- Forest from Early DESI Data
arXiv:2308.10950
Abstract
We present the first measurements of Lyman- (Ly) forest correlations using early data from the Dark Energy Spectroscopic Instrument (DESI). We measure the auto-correlation of Ly absorption using 88,509 quasars at , and its cross-correlation with quasars using a further 147,899 tracer quasars at . Then, we fit these correlations using a 13-parameter model based on linear perturbation theory and find that it provides a good description of the data across a broad range of scales. We detect the BAO peak with a signal-to-noise ratio of , and show that our measurements of the auto- and cross-correlations are fully-consistent with previous measurements by the Extended Baryon Oscillation Spectroscopic Survey (eBOSS). Even though we only use here a small fraction of the final DESI dataset, our uncertainties are only a factor of 1.7 larger than those from the final eBOSS measurement. We validate the existing analysis methods of Ly correlations in preparation for making a robust measurement of the BAO scale with the first year of DESI data.
References in corpus (47)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- 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
- Equation of State of the Photoionized Intergalactic Medium
- Baryon Acoustic Oscillations in the Ly-α forest of BOSS quasars
- Quasar-Lyman Forest Cross-Correlation from BOSS DR11 : Baryon Acoustic Oscillations
- PolyChord: nested sampling for cosmology
- Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument
- On the Robustness of the Acoustic Scale in the Low-Redshift Clustering of Matter
- Gravitational Collapse of Small-Scale Structure as the Origin of the Lyman Alpha Forest
- Recovery of the Power Spectrum of Mass Fluctuations from Observations of the Lyman-alpha Forest
- The DESI Experiment, a whitepaper for Snowmass 2013
- The Lyman Alpha Forest from Gravitational Collapse in the CDM+Lambda Model
- The Observed Probability Distribution Function, Power Spectrum, and Correlation Function of the Transmitted Flux in the Lyman-alpha Forest
- Testing cosmological structure formation using redshift-space distortions
- Baryon acoustic oscillations from the complete SDSS-III Ly-quasar cross-correlation function at
- Measurement of Baryon Acoustic Oscillations in the Lyman-alpha Forest Fluctuations in BOSS Data Release 9
- Distance measures in cosmology
- DESI Bright Galaxy Survey: Final Target Selection, Design, and Validation
- The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument
- Target Selection and Validation of DESI Luminous Red Galaxies
- The DESI Experiment Part II: Instrument Design
- Toward a Measurement of the Cosmological Geometry at z~2: Predicting Lyman-alpha Forest Correlation in Three Dimensions, and the Potential of Future Data Sets
- Project Overview of the Beijing-Arizona Sky Survey
- Target Selection and Validation of DESI Quasars
- The Robotic Multi-Object Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
- Target Selection and Validation of DESI Emission Line Galaxies
- The one-dimensional power spectrum from the SDSS DR14 Ly forests
- The large-scale cross-correlation of Damped Lyman Alpha Systems with the Lyman Alpha Forest: First Measurements from BOSS
- The Target-selection Pipeline for the Dark Energy Spectroscopic Instrument
- The Column Density Distribution and Continuum Opacity of the Intergalactic and Circumgalactic Medium at Redshift <z>=2.4
- Fitting Methods for Baryon Acoustic Oscillations in the Lyman-α Forest Fluctuations in BOSS Data Release 9
- Deep Learning of Quasar Spectra to Discover and Characterize Damped Lya Systems
- The SDSS-DR12 large-scale cross-correlation of Damped Lyman Alpha Systems with the Lyman Alpha Forest
- Performance of the Quasar Spectral Templates for the Dark Energy Spectroscopic Instrument
- The Lyman-alpha Forest as a Cosmological Tool
- QuasarNET: Human-level spectral classification and redshifting with Deep Neural Networks
- Optimal strategies for identifying quasars in DESI
- Correlations in the three-dimensional Lyman-alpha forest contaminated by high column density absorbers
- Damped Lyman-alpha Absorbers from Sloan Digital Sky Survey DR16Q with Gaussian processes
- Non-linearities in the Lyman- forest and in its cross-correlation with dark matter halos
- The Optical Corrector for the Dark Energy Spectroscopic Instrument
- Survey Operations for the Dark Energy Spectroscopic Instrument
- Planting a Lyman alpha forest on AbacusSummit
- The cross-correlation of galaxies in absorption with the Lyman forest
- Quasar -- CIV forest cross-correlation with SDSS DR12
- Metal Lines Associated with the Lyman-alpha Forest from eBOSS Data