A Measurement of Small Scale Structure in the 2.2 < z < 4.2 Lyman-alpha Forest
arXiv:0909.5210 · doi:10.1088/0004-637X/718/1/199
Abstract
The amplitude of fluctuations in the Ly-a forest on small spatial scales is sensitive to the temperature of the IGM and its spatial fluctuations. The temperature of the IGM and its spatial variations contain important information about hydrogen and helium reionization. We present a new measurement of the small-scale structure in the Ly-a forest from 40 high resolution, high signal-to-noise, VLT spectra at z=2.2-4.2. We convolve each Ly-a forest spectrum with a suitably chosen wavelet filter, which allows us to extract the amount of small-scale structure in the forest as a function of position across each spectrum. We compare these measurements with high resolution hydrodynamic simulations of the Ly-a forest which track more than 2 billion particles. This comparison suggests that the IGM temperature close to the cosmic mean density (T_0) peaks near z=3.4, at which point it is greater than 20,000 K at 2-sigma confidence. The temperature at lower redshift is consistent with the fall-off expected from adiabatic cooling (), after the peak temperature is reached near z=3.4. At z=4.2 our results favor a temperature of T_0 = 15-20,000 K. However, owing mostly to uncertainties in the mean transmitted flux at this redshift, a cooler IGM model with T_0 = 10,000 K is only disfavored at the 2-sigma level here, although such cool IGM models are strongly discrepant with the z ~ 3-3.4 measurement. We do not detect large spatial fluctuations in the IGM temperature at any redshift covered by our data set. The simplest interpretation of our measurements is that HeII reionization completes sometime near z ~ 3.4, although statistical uncertainties are still large [Abridged].
Submitted to ApJ. Best printed in color
References in corpus (22)
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- An Observational Determination of the Bolometric Quasar Luminosity Function
- A New Calculation of the Ionizing Background Spectrum and the Effects of HeII Reionization
- Cosmological parameters from combining the Lyman-alpha forest with CMB, galaxy clustering and SN constraints
- HeII Reionization and its Effect on the IGM
- Evolution of the Intergalactic Opacity: Implications for the Ionizing Background, Cosmic Star Formation, and Quasar Activity
- A Direct Precision Measurement of the Intergalactic Lyman-alpha Opacity at 2<z<4.2
- Possible evidence for an inverted temperature-density relation in the intergalactic medium from the flux distribution of the Lyman-alpha forest
- Imprint of Inhomogeneous Hydrogen Reionization on the Temperature Distribution of the Intergalactic Medium
- Quasar Proximity Zones and Patchy Reionization
- An unbiased measurement of the UV background and its evolution via the proximity effect in quasar spectra
- Cosmological and astrophysical constraints from the Lyman-alpha forest flux probability distribution function
- The History and Morphology of Helium Reionization
- Resolving the high redshift Lyman-alpha forest in smoothed particle hydrodynamics simulations
- Pressure Support vs. Thermal Broadening in the Lyman-alpha Forest I: Effects of the Equation of State on Longitudinal Structure
- Reionisation scenarios and the temperature of the IGM
- The evolution of the helium-ionizing background at z ~ 2-3
- The Implications of Gunn-Peterson Troughs in the HeII Lyman-alpha Forest
- Probing the Epoch of Reionization with the Lyman Alpha Forest at z~4-5
- Fluctuations in the Ionizing Background During and After Helium Reionization
- A High Yield of New Sightlines for the Study of Intergalactic Helium: Far-UV-Bright Quasars from SDSS, GALEX, and HST
- Pressure Support vs. Thermal Broadening in the Lyman-alpha Forest II: Effects of the Equation of State on Transverse Structure
Cited by in corpus (130)
- Baryon Acoustic Oscillations in the Ly-α forest of BOSS quasars
- New Constraints on the free-streaming of warm dark matter from intermediate and small scale Lyman- forest data
- First constraints on fuzzy dark matter from Lyman- forest data and hydrodynamical simulations
- Sterile Neutrino Dark Matter
- The Evolution of the Intergalactic Medium
- Detection of Extended He II Reionization in the Temperature Evolution of the Intergalactic Medium
- Concordance models of reionization: implications for faint galaxies and escape fraction evolution
- A Cosmic UV/X-ray Background Model Update
- Lyman-alpha Forests cool Warm Dark Matter
- The Giant Gemini GMOS survey of z>4.4 quasars - I. Measuring the mean free path across cosmic time
- The Lyman- forest in optically-thin hydrodynamical simulations
- A Refined Measurement of the Mean Transmitted Flux in the Ly-alpha Forest over 2 < z < 5 Using Composite Quasar Spectra
- Detection of Pristine Gas Two Billion Years after the Big Bang
- Consistent modelling of the meta-galactic UV background and the thermal/ionization history of the intergalactic medium
- The Sherwood simulation suite: overview and data comparisons with the Lyman-alpha forest at redshifts 2 < z < 5
- New Constraints on IGM Thermal Evolution from the Lyα Forest Power Spectrum
- Constraints from Ly- forests on non-thermal dark matter including resonantly-produced sterile neutrinos
- New synthesis models of consistent extragalactic background light over cosmic time
- Reionization and high-redshift galaxies: the view from quasar absorption lines
- Revealing reionization with the thermal history of the intergalactic medium: new constraints from the Lyman- flux power spectrum
- Large Fluctuations in the High-Redshift Metagalactic Ionizing Background
- The intergalactic medium over the last 10 billion years I: Lyman alpha absorption and physical conditions
- Constraint on neutrino masses from SDSS-III/BOSS Ly forest and other cosmological probes
- Probing the thermal state of the intergalactic medium at with the transmission spikes in high-resolution Ly forest spectra
- Reionization and galaxy inference from the high-redshift Lyα forest
- Improved measurements of the intergalactic medium temperature around quasars: possible evidence for the initial stages of He-II reionisation at z~6
- The Epoch of Reionization
- The photoheating of the intergalactic medium in synthesis models of the UV background
- The thermal history of the intergalactic medium down to redshift z=1.5: a new curvature measurement
- Self-Consistent Modeling of Reionization in Cosmological Hydrodynamical Simulations
- A consistent and robust measurement of the thermal state of the IGM at from a large sample of Ly forest spectra: Evidence for late and rapid HeII reionization
- The End of Helium Reionization at z~2.7 Inferred from Cosmic Variance in HST/COS HeII Lyman Alpha Absorption Spectra
- A consistent determination of the temperature of the intergalactic medium at redshift z=2.4
- The Temperature-Density Relation in the Intergalactic Medium at Redshift <z>=2.4
- Models of the Thermal Evolution of the Intergalactic Medium After Reionization
- On the intergalactic temperature-density relation
- Cutoff in the Lyman- forest power spectrum: warm IGM or warm dark matter?
- Characterizing the Pressure Smoothing Scale of the Intergalactic Medium
- The Lyman-alpha forest power spectrum from the XQ-100 Legacy Survey
- IGM Constraints from the SDSS-III/BOSS DR9 Ly-alpha Forest Flux Probability Distribution Function
- The intergalactic medium thermal history at redshift z=1.7--3.2 from the Lyman alpha forest: a comparison of measurements using wavelets and the flux distribution
- Neutral hydrogen optical depth near star-forming galaxies at z~2.4 in the Keck Baryonic Structure Survey
- A New Measurement of the Temperature Density Relation of the IGM From Voigt Profile Fitting
- The imprint of inhomogeneous HeII reionization on the HI and HeII Ly-alpha forest
- GALEX far-UV color selection of UV-bright high-redshift quasars
- On Estimating Lyman-alpha Forest Correlations between Multiple Sightlines
- The contribution of faint AGNs to the ionizing background at z~4
- The Lyman- forest as a diagnostic of the nature of the dark matter
- Heating of the Intergalactic Medium by Hydrogen Reionization
- New approach for precise computation of Lyman-alpha forest power spectrum with hydrodynamical simulations
- A New Precision Measurement of the Small-Scale Line-of-Sight Power Spectrum of the Ly Forest
- Intergalactic Lyman continuum photon budget in the past 5 billion years
- Moving mesh cosmology: properties of neutral hydrogen in absorption
- VoIgt profile Parameter Estimation Routine (VIPER): H I photoionization rate at z<0.5
- Distinguishing models of reionization using future radio observations of 21-cm 1-point statistics
- Inferring the IGM thermal history during reionisation with the Lyman- forest power spectrum at redshift
- A New Method to Directly Measure the Jeans Scale of the Intergalactic Medium Using Close Quasar Pairs
- The Signatures of Large-scale Temperature and Intensity Fluctuations in the Lyman-alpha Forest
- Measurement of the small-scale structure of the intergalactic medium using close quasar pairs
- The Lyman alpha forest flux probability distribution at z>3
- Chemical enrichment of Damped Lyman Alpha systems as a direct constraint on Population III star formation
- Constraining Reionization with the Lyman- Forest Power Spectrum: the Outlook after Planck
- A new Measurement of the Intergalactic Temperature at
- Detection of hot, metal-enriched outflowing gas around 2.3 star-forming galaxies in the Keck Baryonic Structure Survey
- The Power Spectrum of the Lyman- Forest at z < 0.5
- The Evolution of the HeII-Ionizing Background at Redshifts 2.3<z<3.8 Inferred from a Statistical Sample of 24 HST/COS HeII Ly Absorption Spectra
- Sample variance and Lyman-alpha forest transmission statistics
- On Modeling and Measuring the Temperature of the z~5 IGM
- Exploring the Thermal State of the Low-Density Intergalactic Medium at z=3 with an Ultra-High Signal-to-Noise QSO Spectrum
- Constraints on QSO emissivity using H I and He II Lyman alpha forest
- Observational constraints on key-parameters of cosmic reionisation history
- Inhomogeneous HeII reionization in Hydrodynamic Simulations
- LyMAS: Predicting Large-Scale Lyman-alpha Forest Statistics from the Dark Matter Density Field
- The broadening of Lyman-alpha forest absorption lines
- Observations of metals in the intergalactic medium and comparison to the EAGLE simulations
- HST/COS Observations of Thirteen New He II Quasars
- Modeling the Lyman-alpha Forest in Collisionless Simulations
- Inferring high redshift large-scale structure dynamics from the Lyman-alpha forest
- The Impact of Coupled Dark Energy Cosmologies on the High-Redshift Intergalactic Medium
- Hints of dark photon dark matter from observations and hydrodynamical simulations of the low-redshift Lyman- forest
- Dark-ages Reionization and Galaxy Formation Simulation XX. The Ly IGM transmission properties and environment of bright galaxies during the Epoch of Reionization
- Discriminating Topology in Galaxy Distributions using Network Analysis
- Non-Gravitational Contributions to the Clustering of Ly-alpha Selected Galaxies: Implications for Cosmological Surveys
- The case against large intensity fluctuations in the z ~ 2.5 HeII Lyman-alpha forest
- Effect of non-equilibrium ionization on derived physical conditions of the high- intergalactic medium
- New Evidence for Extended HeII Reionization at z>3.5 from HeII Lyman Alpha and Beta Transmission Spikes
- The Thermal Proximity Effect: A New Probe of He II Reionization History and the Quasar Lifetime
- Impact of inhomogeneous reionization on the Lyman-α forest
- HST Spectral Observations near the He II Ly-alpha Break: Implications for He II Reionization
- Comparisons between fast algorithms for the continuous wavelet transform and applications in cosmology: the 1D case
- Thermal state of the intergalactic medium at
- The low redshift Lyman- Forest as a constraint for models of AGN feedback
- Efficient adiabatic hydrodynamical simulations of the high-redshift intergalactic medium
- Constraining the epoch of reionization from the observed properties of the high-z Universe
- Threshold Clustering Functions and Thermal Inhomogeneities in the Lyman-Alpha Forest
- A Novel Statistical Method for Measuring the Temperature-Density Relation in the IGM Using the - Distribution of Absorbers in the Ly Forest
- The impact of temperature fluctuations on the large-scale clustering of the Ly forest
- Non-equilibrium temperature evolution of ionization fronts during the Epoch of Reionization
- Joint Bayesian Estimation of Quasar Continua and the Lyman-Alpha Forest Flux Probability Distribution Function
- Mapping the low surface brightness Universe in the UV band with Lya emission from IGM filaments
- A measurement of the Lyman-beta forest power spectrum and its cross with the Lyman-alpha forest in X-Shooter XQ-100
- Constraining the temperature-density relation of the intergalactic medium with the Lyman- and forests
- Constraining IGM enrichment and metallicity with the C IV forest correlation function
- Stronger Constraints on Primordial Black Holes as Dark Matter Derived from the Thermal Evolution of the Intergalactic Medium over the Last Twelve Billion Years
- Fast, large volume, GPU enabled simulations for the Ly-alpha forest: power spectrum forecasts for baryon acoustic oscillation experiments
- Measuring the temperature and profiles of Lyman- absorbers
- Measuring the equation of state of the high-z intergalactic medium using curvature statistics
- Constraining Mixed Dark Matter models with high redshift Lyman-alpha forest data
- Improving IGM temperature constraints using wavelet analysis on high-redshift quasars
- The HeI 584 A Forest as a Diagnostic of Helium Reionization
- The Lyman-beta forest as a cosmic thermometer
- Modeling Lyman-α Forest Cross-Correlations with LyMAS
- Searching for dilaton fields in the Ly forest
- Particle initialization effects on Lyman- forest statistics in cosmological SPH simulations
- Measuring the thermal and ionization state of the low- IGM using likelihood free inference
- Cosmological radiative transfer for the line-of-sight proximity effect
- A Novel Estimator for the Equation of State of the IGM by Ly Forest Tomography
- LyNNA: A Deep Learning Field-level Inference Machine for the Lyman- Forest
- Analysis of methods for detecting the proximity effect in quasar spectra
- Deep Forest: Neural Network reconstruction of intergalactic medium temperature
- Large scale environmental bias of the QSO line of sight proximity effect
- An Improved Treatment of Cosmological Intergalactic Medium Evolution
- Effect of Separate Initial Conditions on the Lyman- Forest in Simulations
- Simulating the epoch of Helium Reionization in photon-conserving semi-numerical code SCRIPT
- Jeans smoothing of the Ly forest absorption lines
- Measuring photo-ionization rate and mean free path of HeII ionizing photons at : Evidence for late and rapid HeII reionization Part-II
- The thermal history of the intergalactic medium at
- Equation of state of the intergalactic medium in the early Universe
- Reconstructing Large-scale Temperature Profiles around Quasars
- Neural network emulator to constrain the high- IGM thermal state from Lyman- forest flux auto-correlation function