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Baryon acoustic oscillations at z = 2.34 from the correlations of Ly$α$ absorption in eBOSS DR14

Victoria de Sainte Agathe, Christophe Balland, Hélion du Mas des Bourboux, Nicolás G. Busca, Michael Blomqvist, Julien Guy, James Rich, Andreu Font-Ribera, Matthew M. Pieri, Julian E. Bautista, Kyle Dawson, Jean-Marc Le Goff, Axel de la Macorra, Nathalie Palanque-Delabrouille, Will J. Percival, Ignasi Pérez-Ràfols, Donald P. Schneider, Anže Slosar, Christophe Yèche

TL;DR

The paper measures baryon acoustic oscillations at $z\approx2.34$ using Ly$\alpha$ absorption in quasar spectra from SDSS-IV DR14, including Ly$\beta$ absorption to boost statistics. A physically motivated model of Ly$\alpha$ auto-correlation plus metal contamination and HCD effects is fitted to the data, with a distortion treatment to connect to the measured field. The inferred distance ratios $D_H(2.34)/r_d$ and $D_M(2.34)/r_d$ are $8.86^{+0.29}_{-0.29}$ and $37.41^{+1.96}_{-1.77}$, respectively, and combined with quasar-Ly$\alpha$ cross-correlation results yield BAO constraints consistent with a flat $\Lambda$CDM model within about $1-2\sigma$, demonstrating the viability of Ly$\alpha$ BAO as a high-$z$ cosmological probe. The work also highlights improved precision over prior analyses and sets the stage for future DESI/WEAVE-QSO improvements, with careful handling of systematics from metals, HCDs, and continuum distortions.

Abstract

We measure the imprint of primordial baryon acoustic oscillations (BAO) in the correlation function of Ly$α$ absorption in quasar spectra from the Baryon Oscillation Spectroscopic Survey (BOSS) and the extended BOSS (eBOSS) in Data Release 14 (DR14) of the Sloan Digital Sky Survey (SDSS)-IV. In addition to 179,965 spectra with absorption in the Lyman-$α$ (Ly$α$) region, we use, for the first time, Ly$α$ absorption in the Lyman-$β$ region of 56,154 spectra. We measure the Hubble distance, $D_H$, and the comoving angular diameter distance, $D_M$, relative to the sound horizon at the drag epoch $r_d$ at an effective redshift $z=2.34$. Using a physical model of the correlation function outside the BAO peak, we find $D_H(2.34)/r_d=8.86\pm 0.29$ and $D_M(2.34)/r_d=37.41\pm 1.86$, within 1$σ$ from the flat-$Λ$CDM model consistent with CMB anisotropy measurements. With the addition of polynomial "broadband" terms, the results remain within one standard deviation of the CMB-inspired model. Combined with the quasar-Ly$α$ cross-correlation measurement presented in a companion paper Blomqvist19, the BAO measurements at $z=2.35$ are within 1.7$σ$ of the predictions of this model.

Baryon acoustic oscillations at z = 2.34 from the correlations of Ly$α$ absorption in eBOSS DR14

TL;DR

The paper measures baryon acoustic oscillations at using Ly absorption in quasar spectra from SDSS-IV DR14, including Ly absorption to boost statistics. A physically motivated model of Ly auto-correlation plus metal contamination and HCD effects is fitted to the data, with a distortion treatment to connect to the measured field. The inferred distance ratios and are and , respectively, and combined with quasar-Ly cross-correlation results yield BAO constraints consistent with a flat CDM model within about , demonstrating the viability of Ly BAO as a high- cosmological probe. The work also highlights improved precision over prior analyses and sets the stage for future DESI/WEAVE-QSO improvements, with careful handling of systematics from metals, HCDs, and continuum distortions.

Abstract

We measure the imprint of primordial baryon acoustic oscillations (BAO) in the correlation function of Ly absorption in quasar spectra from the Baryon Oscillation Spectroscopic Survey (BOSS) and the extended BOSS (eBOSS) in Data Release 14 (DR14) of the Sloan Digital Sky Survey (SDSS)-IV. In addition to 179,965 spectra with absorption in the Lyman- (Ly) region, we use, for the first time, Ly absorption in the Lyman- region of 56,154 spectra. We measure the Hubble distance, , and the comoving angular diameter distance, , relative to the sound horizon at the drag epoch at an effective redshift . Using a physical model of the correlation function outside the BAO peak, we find and , within 1 from the flat-CDM model consistent with CMB anisotropy measurements. With the addition of polynomial "broadband" terms, the results remain within one standard deviation of the CMB-inspired model. Combined with the quasar-Ly cross-correlation measurement presented in a companion paper Blomqvist19, the BAO measurements at are within 1.7 of the predictions of this model.

Paper Structure

This paper contains 18 sections, 49 equations, 18 figures, 12 tables.

Figures (18)

  • Figure 1: Sky distribution of the 216,163 quasars with redshift in the [2.0,3.5] range in the DR14 footprint of the BOSS and eBOSS surveys. The high-density regions are the eBOSS and SEQUELS observations (for the highest declinations in the two Galactic caps) and SDSS-stripe 82 (on the celestial equator in the south galactic cap).
  • Figure 2: The Ly$\alpha$ and Ly$\beta$ spectral regions defined in Table \ref{['table:forests']}.
  • Figure 3: Weighted distribution of the redshift of pairs used to measure the Ly$\alpha$(Ly$\alpha$) $\times$ Ly$\alpha$(Ly$\alpha$) and Ly$\alpha$(Ly$\alpha$) $\times$ Ly$\alpha$(Ly$\beta$) correlation functions. The mean redshift of the combined sample is $\langle z_{pairs}\rangle=2.34$.
  • Figure 4: The one-dimensional correlation functions, $\xi_{\rm 1d}$, in the Ly$\alpha$ (red curve) and Ly$\beta$ (blue curve) regions as a function of the ratio of transition wavelengths. Peaks are due to absorption by the two labeled elements at zero physical separation (Table \ref{['table:metal_auto']}).
  • Figure 5: Definition of the coordinates of pixels used in the computation of the correlation function. Absorbers $i$ and $j$ have angular separation $\theta_{ij}$ and distance separation $r_{ij}$. The radial separation $r_{\parallel,ij}$ is the projection of $r_{ij}$ on the median LOS and the transverse separation $r_{\perp,ij}$ is the LOS perpendicular component of $r_{ij}$, assuming the flat Pl2015 model (Table \ref{['tab:fidcosm']}).
  • ...and 13 more figures