DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: IGM damping wing constraints on the tail end of reionization from the enlarged XQR-30 sample

Journal Article · · Monthly Notices of the Royal Astronomical Society
ORCiD logo; ORCiD logo; ORCiD logo; ; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ORCiD logo; ORCiD logo; ; ; ; ; ORCiD logo

ABSTRACT The attenuation of Lyα photons by neutral hydrogen in the intergalactic medium (IGM) at z ≳ 5 continues to be a powerful probe for studying the epoch of reionization. Given a framework to estimate the intrinsic (true) Lyα emission of high-z sources, one can infer the ionization state of the IGM during reionization. In this work, we use the enlarged XQR-30 sample of 42 high-resolution and high signal-to-noise quasar spectra between $$5.8\lesssim \, z\lesssim \, 6.6$$ obtained with VLT/X-shooter to place constraints on the IGM neutral fraction. This is achieved using our existing Bayesian QSO reconstruction framework which accounts for uncertainties such as the: (i) posterior distribution of predicted intrinsic Lyα emission profiles (obtained via covariance matrix reconstruction of the Lyα and N v emission lines from unattenuated high-ionization emission line profiles; C iv, Si iv  + O iv], and C iii]) and (ii) distribution of ionized regions within the IGM using synthetic damping wing profiles drawn from a 1.63 Gpc3 reionization simulation. Following careful quality control, we used 23 of the 42 available QSOs to obtain constraints/limits on the IGM neutral fraction during the tail-end of reionization. Our median and 68th percentile constraints on the IGM neutral fraction are: $$0.20\substack{+0.14 -0.12}$$ and $$0.29\substack{+0.14 -0.13}$$ at z = 6.15 and 6.35. Further, we also report 68th percentile upper limits of $$\bar{x}_{\mathrm{H\, {\small I}}{}} \lt 0.21$$, 0.20, 0.21, and 0.18 at z = 5.8, 5.95, 6.05, and 6.55. These results imply reionization is still ongoing at $$5.8\lesssim \, z\lesssim \, 6.55$$, consistent with previous results from XQR-30 (dark fraction and Lyα forest) along with other observational probes considered in the literature.

Sponsoring Organization:
USDOE
OSTI ID:
2345076
Journal Information:
Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 3 Vol. 530; ISSN 0035-8711
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (92)

The frontier of simulation-based inference journal May 2020
21cmFAST v3: A Python-integrated C code for generating 3D realizations of the cosmic 21cm signal. journal October 2020
Reionization and galaxy inference from the high-redshift Ly α forest journal June 2021
Array programming with NumPy journal September 2020
CosmoHammer: Cosmological parameter estimation with the MCMC Hammer journal August 2013
The thesan project: properties of the intergalactic medium and its connection to reionization-era galaxies journal February 2022
The Fraction and Kinematics of Broad Absorption Line Quasars across Cosmic Time journal July 2023
New constraints on Lyman-α opacity with a sample of 62 quasars at z > 5.7 journal May 2018
JWST observations of galaxy damping wings during reionization interpreted with cosmological simulations preprint January 2023
Constraining the intergalactic medium at z ≈ 9.1 using LOFAR Epoch of Reionization observations journal February 2020
The Universe Is Reionizing at z ∼ 7: Bayesian Inference of the IGM Neutral Fraction Using Ly α Emission from Galaxies journal March 2018
How neutral is the intergalactic medium surrounding the redshift z = 7.085 quasar ULAS J1120+0641?: How neutral is the IGM around J1120+0641? journal July 2011
Reionization of the Intergalactic Medium and the Damping Wing of the Gunn‐Peterson Trough journal July 1998
Constraining the state of the intergalactic medium during the Epoch of Reionization using MWA 21-cm signal observations journal March 2021
Introducing the thesan project: radiation-magnetohydrodynamic simulations of the epoch of reionization journal December 2021
Predicting Quasar Continua near Ly α with Principal Component Analysis journal September 2018
HERA Phase I Limits on the Cosmic 21 cm Signal: Constraints on Astrophysics and Cosmology during the Epoch of Reionization journal January 2022
A comparison of quasar emission reconstruction techniques for z ≥ 5.0 Lyman α and Lyman β transmission journal February 2021
Inferences on the timeline of reionization at z ∼ 8 from the KMOS Lens-Amplified Spectroscopic Survey journal March 2019
Insight from JWST/Near Infrared Camera into galaxy overdensities around bright Lyman-alpha emitters during reionization: implications for ionized bubbles at z ∼ 9 journal February 2024
The SDSS‐DR5 Survey for Proximate Damped Lyα Systems journal March 2008
First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum journal February 2022
The Evolution Of 21 cm Structure (EOS): public, large-scale simulations of Cosmic Dawn and reionization journal April 2016
Improved upper limits on the 21 cm signal power spectrum of neutral hydrogen at z ≈ 9.1 from LOFAR journal February 2020
21cmfast: a fast, seminumerical simulation of the high-redshift 21-cm signal: 21cmfast journal November 2010
Suppression of black-hole growth by strong outflows at redshifts 5.8–6.6 journal May 2022
Lyα emission-line reconstruction for high- z QSOs journal December 2016
The short ionizing photon mean free path at z = 6 in Cosmic Dawn III, a new fully coupled radiation-hydrodynamical simulation of the Epoch of Reionization journal August 2022
Deep Learning Prediction of the Broad Lyα Emission Line of Quasars journal July 2020
On the Sizes of Ionized Bubbles Around Galaxies During the Reionization Epoch. The Spectral Shapes of the Lyα Emission from Galaxies journal August 2023
New $z > 7$ Lyman-alpha Emitters in EGS: Evidence of an Extended Ionized Structure at $z \sim 7.7$ preprint January 2022
Evidence of patchy hydrogen reionization from an extreme Lyα trough below redshift six journal January 2015
Are we witnessing the epoch of reionisation at z = 7.1 from the spectrum of J1120+0641? journal December 2016
Extreme damped Lyman-$α$ absorption in young star-forming galaxies at $z=9-11$ preprint January 2023
The Sloan Digital Sky Survey Quasar Catalog: Sixteenth Data Release journal August 2020
LARGE OPACITY VARIATIONS IN THE HIGH-REDSHIFT LY α FOREST: THE SIGNATURE OF RELIC TEMPERATURE FLUCTUATIONS FROM PATCHY REIONIZATION journal November 2015
A Metal-poor Damped Ly α System at Redshift 6.4 journal October 2019
The Evolution of O i over 3.2 < z < 6.5: Reionization of the Circumgalactic Medium journal October 2019
Exploring reionization and high- z galaxy observables with recent multiredshift MWA upper limits on the 21-cm signal journal November 2020
Quantitative Constraints on the Reionization History from the IGM Damping Wing Signature in Two Quasars at z > 7 journal September 2018
The Sherwood simulation suite: overview and data comparisons with the Lyman α forest at redshifts 2 ≤ z ≤ 5 journal September 2016
Constraining the Neutral Fraction of Hydrogen in the IGM at Redshift 7.5 journal June 2019
XQR-30: The ultimate XSHOOTER quasar sample at the reionization epoch journal May 2023
Deep multiredshift limits on Epoch of Reionization 21 cm power spectra from four seasons of Murchison Widefield Array observations journal February 2020
Strong Lyman-α emission in an overdense region at z = 6.8: a very large (R ∼ 3 physical Mpc) ionized bubble in COSMOS? journal February 2022
Matplotlib: A 2D Graphics Environment journal January 2007
Quasar Factor Analysis—An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis journal October 2023
The clustering of Lyman α emitters at z ≈ 7: implications for reionization and host halo masses journal August 2015
Reionization history constraints from neural network based predictions of high-redshift quasar continua journal February 2020
A Significantly Neutral Intergalactic Medium Around the Luminous z = 7 Quasar J0252–0503 journal June 2020
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
Pōniuā‘ena: A Luminous z = 7.5 Quasar Hosting a 1.5 Billion Solar Mass Black Hole journal July 2020
JWST Measurements of Neutral Hydrogen Fractions and Ionized Bubble Sizes at $z=7-12$ Obtained with Ly$α$ Damping Wing Absorptions in 26 Bright Continuum Galaxies preprint January 2023
X-shooter, the new wide band intermediate resolution spectrograph at the ESO Very Large Telescope journal December 2011
A deep learning approach to quasar continuum prediction journal January 2021
Efficient Simulations of Early Structure Formation and Reionization journal November 2007
Tight constraints on the excess radio background at z = 9.1 from LOFAR journal September 2020
Can the intergalactic medium cause a rapid drop in Lyα emission at z > 6? journal November 2014
Learning Reionization History from Quasars with Simulation-Based Inference preprint January 2023
XQR-30: Black hole masses and accretion rates of 42 z  ≳  6 quasars journal August 2023
Planck 2015 results : XIII. Cosmological parameters journal September 2016
An 800-million-solar-mass black hole in a significantly neutral Universe at a redshift of 7.5 journal December 2017
Inside the bubble: exploring the environments of reionisation-era Lyman-α emitting galaxies with JADES and FRESCO journal January 2024
Constraints on Reionization and Source Properties from the Absorption Spectra of z > 6.2 Quasars journal May 2007
Reionisation & Cosmic Dawn Astrophysics from the Square Kilometre Array: Impact of Observing Strategies journal November 2019
Spatial fluctuations of the intergalactic temperature–density relation after hydrogen reionization journal April 2018
The Baryon Oscillation Spectroscopic Survey of Sdss-Iii journal December 2012
Planck 2018 results: VI. Cosmological parameters journal September 2020
Blind QSO reconstruction challenge: Exploring methods to reconstruct the Ly$α$ emission line of QSOs preprint January 2024
Possible Contamination of the Intergalactic Medium Damping Wing in ULAS J1342+0928 by Proximate Damped Ly$α$ Absorption preprint January 2023
Constraints on reionization from the z = 7.5 QSO ULASJ1342+0928 journal January 2019
Chronicling the reionization history at $6\lesssim z \lesssim 7$ with emergent quasar damping wings preprint January 2024
Improved Constraints on the 21 cm EoR Power Spectrum and the X-Ray Heating of the IGM with HERA Phase I Observations journal March 2023
Measuring the Density Fields around Bright Quasars at z ∼ 6 with XQR-30 Spectra journal May 2022
Cython: The Best of Both Worlds journal March 2011
Investigating the characteristic shape and scatter of intergalactic damping wings during reionization preprint January 2023
Probing Early Supermassive Black Hole Growth and Quasar Evolution with Near-infrared Spectroscopy of 37 Reionization-era Quasars at 6.3 < z ≤ 7.64 journal December 2021
Model-independent evidence in favour of an end to reionization by z ≈ 6 journal December 2014
New quasar proximity zone size measurements at z ∼ 6 using the enlarged XQR-30 sample journal May 2023
Measuring the photoionization rate, neutral fraction, and mean free path of H i ionizing photons at 4.9 ≤ z ≤ 6.0 from a large sample of XShooter and ESI spectra journal September 2023
The Eleventh and Twelfth data Releases of the Sloan Digital sky Survey: Final data from Sdss-Iii journal July 2015
Long Dark Gaps in the Lyβ Forest at z < 6: Evidence of Ultra-late Reionization from XQR-30 Spectra journal June 2022
Constraining the Evolution of the Ionizing Background and the Epoch of Reionization with z  ~ 6 Quasars. II. A Sample of 19 Quasars journal June 2006
A luminous quasar at a redshift of z = 7.085 journal June 2011
Hydrogen reionization ends by z = 5.3: Lyman-α optical depth measured by the XQR-30 sample journal June 2022
IGM damping wing constraints on reionization from covariance reconstruction of two z ≳ 7 QSOs journal March 2022
(Nearly) Model-independent Constraints on the Neutral Hydrogen Fraction in the Intergalactic Medium at z ∼ 5–7 Using Dark Pixel Fractions in Lyα and Lyβ Forests journal January 2023
XQ-100: A legacy survey of one hundred 3.5 ≲ z ≲ 4.5 quasars observed with VLT/X-shooter journal October 2016
JADES: Discovery of extremely high equivalent width Lyman-α emission from a faint galaxy within an ionized bubble at z = 7.3 journal October 2023
LAGER Lyα Luminosity Function at z ∼ 7: Implications for Reionization journal March 2022
Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows preprint January 2020
Late-end reionization with ATON-HE: towards constraints from Lyman-$α$ emitters observed with JWST preprint January 2024

Similar Records

Hydrogen reionization ends by z = 5.3: Lyman-α optical depth measured by the XQR-30 sample
Journal Article · 2022 · Monthly Notices of the Royal Astronomical Society · OSTI ID:1871354

THE STATE OF STAR FORMATION AND THE INTERGALACTIC MEDIUM AT z {approx} 6
Journal Article · 2010 · Astrophysical Journal · OSTI ID:21474440

HOW TO SEARCH FOR ISLANDS OF NEUTRAL HYDROGEN IN THE z ∼ 5.5 IGM
Journal Article · 2015 · Astrophysical Journal · OSTI ID:22364340

Related Subjects