Anomaly in the Opacity of the Post-Reionization Intergalactic Medium in the Ly and Ly Forest
arXiv:1906.05874 · doi:10.3847/1538-4357/ab2b3f
Abstract
We measure the intergalactic medium (IGM) opacity in the Ly as well as in the Ly forest along quasar sightlines between , probing the end stages of the reionization epoch. Owing to its lower oscillator strength the Ly transition is sensitive to different gas temperatures and densities than Ly, providing additional constraints on the ionization and thermal state of the IGM. A comparison of our measurements to different inhomogeneous reionization models, derived from post-processing the Nyx cosmological hydrodynamical simulation to include spatial fluctuations in the ultraviolet background (UVB) or the gas temperature field, as well as to a uniform reionization model with varying thermal states of the IGM, leads to two primary conclusions: First, we find that including the effects of spectral noise is key for a proper data to model comparison. Noise effectively reduces the sensitivity to high opacity regions, and thus even stronger spatial inhomogeneities are required to match the observed scatter in the observations than previously inferred. Second, we find that models which come close to reproducing the distribution of Ly effective optical depths nevertheless underpredict the Ly opacity at the same spatial locations. The origin of this disagreement is not entirely clear but models with an inversion in the temperature-density relation of the IGM just after reionization is completed match our measurements best, although they still do not fully capture the observations at .
arXiv comment14 pages+appendix. Accepted for publication in ApJ
References in corpus (48)
- The NumPy array: a structure for efficient numerical computation
- Constraining the Evolution of the Ionizing Background and the Epoch of Reionization with z ~ 6 Quasars II: A Sample of 19 Quasars
- UV Luminosity Functions at redshifts z~4 to z~10: 10000 Galaxies from HST Legacy Fields
- Radiative transfer in a clumpy universe: IV. New synthesis models of the cosmic UV/X-ray background
- 21cmFAST: A Fast, Semi-Numerical Simulation of the High-Redshift 21-cm Signal
- Equation of State of the Photoionized Intergalactic Medium
- Linking halo mass to galaxy luminosity
- Efficient Simulations of Early Structure Formation and Reionization
- Evidence of patchy hydrogen reionization from an extreme Ly trough below redshift six
- ESI, a new Keck Observatory echellette spectrograph and imager
- Nyx: A Massively Parallel AMR Code for Computational Cosmology
- Large Lyman-alpha opacity fluctuations and low CMB tau in models of late reionization with large islands of neutral hydrogen extending to z<5.5
- Four quasars above redshift 6 discovered by the Canada-France High-z Quasar Survey
- A Direct Precision Measurement of the Intergalactic Lyman-alpha Opacity at 2<z<4.2
- New constraints on Lyman-α opacity with a sample of 62 quasars at z > 5.7
- The Evolution of the Intergalactic Medium Transmission to Redshift Six
- The Lyman- forest in optically-thin hydrodynamical simulations
- Measurements of the UV background at 4.6 < z < 6.4 using the quasar proximity effect
- The Sherwood simulation suite: overview and data comparisons with the Lyman-alpha forest at redshifts 2 < z < 5
- The Opacity of the Intergalactic Medium Measured Along Quasar Sightlines at
- HST-COS Observations of AGN. I. Ultraviolet Composite Spectra of the Ionizing Continuum and Emission Lines
- Large Fluctuations in the High-Redshift Metagalactic Ionizing Background
- Large fluctuations in the hydrogen-ionizing background and mean free path following the epoch of reionization
- Near-zone sizes and the rest frame extreme ultra-violet spectral index of the highest redshift quasars
- Imprint of Inhomogeneous Hydrogen Reionization on the Temperature Distribution of the Intergalactic Medium
- A Principal Component Analysis of quasar UV spectra at z~3
- Large scale opacity fluctuations in the Lyman alpha forest: evidence for QSOs dominating the ionising UV background at z ~ 5.5-6 ?
- Self-Consistent Modeling of Reionization in Cosmological Hydrodynamical Simulations
- Large Opacity Variations in the High-Redshift Lyman-alpha Forest: the Signature of Relic Temperature Fluctuations from Patchy Reionization
- Models of the Thermal Evolution of the Intergalactic Medium After Reionization
- On the intergalactic temperature-density relation
- A Flat Photoionization Rate at 2<z<4.2: Evidence for a Stellar-Dominated UV Background and Against a Decline of Cosmic Star Formation Beyond z~3
- Predicting QSO Continua in the Ly Alpha Forest
- Evidence for Large-Scale Fluctuations in the Metagalactic Ionizing Background Near Redshift Six
- Reionization in Technicolor
- Heating of the Intergalactic Medium by Hydrogen Reionization
- How Universal is the Gunn-Peterson Trough at z~6?: A Closer Look at the Quasar SDSS J1148+5251
- The Equation of State of the Intergalactic Medium After Hydrogen Reionization
- Spatial fluctuations of the intergalactic temperature-density relation after hydrogen reionization
- A New Method to Measure the Post-Reionization Ionizing Background from the Joint Distribution of Lyman- and Lyman- Forest Transmission
- Observations of the Lyman series forest towards the redshift 7.1 quasar ULAS J1120+0641
- Inhomogeneous Reionization Models in Cosmological Hydrodynamical Simulations
- Constraining Reionization with the Lyman- Forest Power Spectrum: the Outlook after Planck
- On Modeling and Measuring the Temperature of the z~5 IGM
- Determining the Nature of Late Gunn-Peterson Troughs with Galaxy Surveys
- A Quasar Discovered at redshift 6.6 from Pan-STARRS1
- How Neutral is the Intergalactic Medium at z ~ 6?
- Joint Bayesian Estimation of Quasar Continua and the Lyman-Alpha Forest Flux Probability Distribution Function
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- Hydrogen reionisation ends by : Lyman- optical depth measured by the XQR-30 sample
- A Significantly Neutral Intergalactic Medium Around the Luminous z=7 Quasar J0252-0503
- Measurements of the z ~ 6 Intergalactic Medium Optical Depth and Transmission Spikes Using a New z > 6.3 Quasar Sample
- The THESAN project: properties of the intergalactic medium and its connection to Reionization-era galaxies
- Reionization and galaxy inference from the high-redshift Lyα forest
- Observing the tail of reionization: neutral islands in the Lyman- Forest
- Long Dark Gaps in the Ly Forest at : Evidence of Ultra Late Reionization from XQR-30 Spectra
- (Nearly) Model-Independent Constraints on the Neutral Hydrogen Fraction in the Intergalactic Medium at Using Dark Pixel Fractions in Ly and Ly Forests
- Studying the Lyman- optical depth fluctuations at using fast semi-numerical methods
- Reionization history constraints from neural network based predictions of high-redshift quasar continua
- Detecting and Characterizing Young Quasars II: Four Quasars at with Lifetimes years
- Chronicling the reionization history at with emergent quasar damping wings
- A comparison of quasar emission reconstruction techniques for Lyman- and Lyman- transmission
- Constraining the second half of reionization with the Lyman- forest
- On the AGN nature of two UV bright sources at z_spec~5.5 in the CANDELS fields: an update of the AGN space density at M1450~-22.5
- A Short Introduction to Reionization Physics
- Probing the thermal history during reionization using a semi-numerical photon-conserving code SCRIPT
- New Evidence for Extended HeII Reionization at z>3.5 from HeII Lyman Alpha and Beta Transmission Spikes
- Constraining the reionization and thermal history of the Universe using a semi-numerical photon-conserving code SCRIPT
- Constraints on the intergalactic medium from JWST spectroscopy of Lyman-alpha damping wings in galaxies
- Quantifying Density-Ionization Correlations with the 21cm Power Spectrum
- CONCERTO: Extracting the power spectrum of the [C II ] emission line
- A fast method of reionization parameter space exploration using GPR trained SCRIPT
- A Generative Model for Quasar Spectra
- Probing patchy reionisation with JWST: IGM opacity constraints from the Lyman- forest of galaxies in legacy extragalactic fields
- HeII Ly Transmission Spikes and Absorption Troughs in Eight High-resolution Spectra Probing the End of HeII Reionization