The impact and mitigation of broad absorption line quasars in Lyman$-\alpha$ forest correlations

Abstract

Correlations in and with the flux transmission of the Lyman$-\alpha$ (Ly$\alpha$) forest in the spectra of high-redshift quasars are powerful cosmological tools, yet these measurements can be compromised if the intrinsic quasar continuum is significantly uncertain. One particularly problematic case is broad absorption line (BAL) quasars, which exhibit blueshifted absorption associated with many spectral features that are consistent with outflows of up to $\sim 0.1c$. As these absorption features can both fall in the forest region and be difficult to distinguish from Ly$\alpha$ absorption, cosmological analyses eliminate the 12 - 16% of quasars that exhibit BALs. In this paper we explore an alternate approach that includes BALs in the Ly$\alpha$ auto correlation function, with the exception of the expected locations of the BAL absorption troughs. This procedure returns over 95% of the pathlength that is lost by the exclusion of BALs, as well as increases the density of sightlines. We show that including BAL quasars reduces the fractional uncertainty in the covariance matrix and correlation function and does not significantly change the shape of the correlation function relative to analyses that exclude BAL quasars. We also evaluate different definitions of BALs, masking strategies, and potential differences in the quasar continuum in the forest region for BALs with different amounts of absorption.

10 pages, 10 figures

References in corpus (12)

• The Clustering of the SDSS DR7 Main Galaxy Sample I: A 4 per cent Distance Measure at z=0.15
• The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological Implications from two Decades of Spectroscopic Surveys at the Apache Point observatory
• Baryon Acoustic Oscillations in the Lyα forest of BOSS DR11 quasars
• Measuring the Baryon Acoustic Oscillation scale using the SDSS and 2dFGRS
• Baryon Acoustic Oscillations in the Ly-α forest of BOSS quasars
• The Sloan Digital Sky Survey Quasar Catalog: Sixteenth Data Release
• The Sloan Digital Sky Survey-II Supernova Survey: Technical Summary
• The Sloan Digital Sky Survey Quasar Catalog: twelfth data release
• The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Baryon acoustic oscillations with Lyman-$\alpha$ forests
• Baryon acoustic oscillations from the complete SDSS-III Ly$\alpha$-quasar cross-correlation function at $z=2.4$
• Emergence of a Broad-Absorption-Line Outflow in the Narrow-line Seyfert 1 Galaxy WPVS 007
• Classification of Broad Absorption Line Quasars with a Convolutional Neural Network

Cited by in corpus (2)

• DESI 2024 IV: Baryon Acoustic Oscillations from the Lyman Alpha Forest
• A framework to measure the properties of intergalactic metal systems with two-point flux statistics