A Refined Measurement of the Mean Transmitted Flux in the Ly-alpha Forest over 2 < z < 5 Using Composite Quasar Spectra
arXiv:1208.2584 · doi:10.1093/mnras/stt031
Abstract
We present new measurements of the mean transmitted flux in the Ly-alpha forest over 2 < z < 5 made using 6065 quasar spectra from the Sloan Digital Sky Survey DR7. We exploit the general lack of evolution in the mean quasar continuum to avoid the bias introduced by continuum fitting over the Ly-alpha forest at high redshifts, which has been the primary systematic uncertainty in previous measurements of the mean Ly-alpha transmission. The individual spectra are first combined into twenty-six composites with mean redshifts spanning 2.25 < z_comp < 5.08. The flux ratios of separate composites at the same rest wavelength are then used, without continuum fitting, to infer the mean transmitted flux, F(z), as a fraction of its value at z~2. Absolute values for F(z) are found by scaling our relative values to measurements made from high-resolution data by Faucher-Giguere et al. (2008) at z < 2.5, where continuum uncertainties are minimal. We find that F(z) evolves smoothly with redshift, with no evidence of a previously reported feature at z~3.2. This trend is consistent with a gradual evolution of the ionization and thermal state of the intergalactic medium over 2 < z < 5. Our results generally agree with the most careful measurements to date made from high-resolution data, but offer much greater precision and extend to higher redshifts. This work also improves upon previous efforts using SDSS spectra by significantly reducing the level of systematic error.
14 pages, 11 figures, MNRAS, in press. Supplementary materials may be downloaded from http://www.ast.cam.ac.uk/~gdb/mean_flux
References in corpus (8)
- The Baryon Oscillation Spectroscopic Survey of SDSS-III
- On the (Non)Evolution of HI Disks over Cosmic Time
- A Direct Precision Measurement of the Intergalactic Lyman-alpha Opacity at 2<z<4.2
- How cold is cold dark matter? Small scales constraints from the flux power spectrum of the high-redshift Lyman-alpha forest
- An improved measurement of the flux distribution of the Ly-alpha forest in QSO absorption spectra: the effect of continuum fitting, metal contamination and noise properties
- An unbiased measurement of the UV background and its evolution via the proximity effect in quasar spectra
- Peering through the OH Forest: public release of sky-residual subtracted spectra for SDSS DR7
- The UV background photoionization rate at 2.3 < z < 4.6 as measured from the Sloan Digital Sky Survey
Cited by in corpus (146)
- Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
- Warm Dark Matter as a solution to the small scale crisis: new constraints from high redshift Lyman-alpha forest data
- Evidence of patchy hydrogen reionization from an extreme Ly trough below redshift six
- New Measurements of the Ionizing Ultraviolet Background over 2 < z < 5 and Implications for Hydrogen Reionization
- Hydrogen reionisation ends by : Lyman- optical depth measured by the XQR-30 sample
- Discovery of three z>6.5 quasars in the VISTA Kilo-degree Infrared Galaxy (VIKING) survey
- 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
- The Neutral Hydrogen Content of Galaxies in Cosmological Hydrodynamic Simulations
- The Sherwood simulation suite: overview and data comparisons with the Lyman-alpha forest at redshifts 2 < z < 5
- The Neutral Hydrogen Cosmological Mass Density at z=5
- New Constraints on IGM Thermal Evolution from the Lyα Forest Power Spectrum
- The mean free path of ionizing photons at 5 < z < 6: evidence for rapid evolution near reionization
- 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
- ALMA Observations Show Major Mergers Among the Host Galaxies of Fast-growing, High-redshift Supermassive Black Holes
- The redshift evolution of escape fraction of hydrogen ionizing photons from galaxies
- Quasars Probing Quasars VII. The Pinnacle of the Cool Circumgalactic Medium Surrounds Massive z~2 Galaxies
- Lyα emission line reconstruction for high- QSOs
- MApping the Most Massive Overdensities (MAMMOTH) II -- Discovery of an Extremely Massive Overdensity BOSS1441 at
- Early and Extended Helium Reionization Over More Than 600 Million Years of Cosmic Time
- 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
- Large scale opacity fluctuations in the Lyman alpha forest: evidence for QSOs dominating the ionising UV background at z ~ 5.5-6 ?
- Dissecting the properties of optically-thick hydrogen at the peak of cosmic star formation history
- 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
- A consistent determination of the temperature of the intergalactic medium at redshift z=2.4
- Lyman-alpha Forest Tomography from Background Galaxies: The First Megaparsec-Resolution Large-Scale Structure Map at z>2
- GRB 130606A as a Probe of the Intergalactic Medium and the Interstellar Medium in a Star-forming Galaxy in the First Gyr After the Big Bang
- Cosmic reionization after Planck II: contribution from quasars
- 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
- Shadow of a Colossus: A z=2.45 Galaxy Protocluster Detected in 3D Ly-a Forest Tomographic Mapping of the COSMOS Field
- The Non-Linear Power Spectrum of the Lyman Alpha Forest
- MApping the Most Massive Overdensities Through Hydrogen (MAMMOTH) I: Methodology
- Unveiling Dark Matter free-streaming at the smallest scales with high redshift Lyman-alpha forest
- 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
- Modeling the neutral hydrogen distribution in the post-reionization Universe: intensity mapping
- Directly imaging damped Ly-alpha galaxies at z>2. III: The star formation rates of neutral gas reservoirs at z~2.7
- The Role of Galaxies and AGN in Reionising the IGM - I: Keck Spectroscopy of 5 < z < 7 Galaxies in the QSO Field J1148+5251
- Observational Requirements for Lyman-alpha Forest Tomographic Mapping of Large-Scale Structure at z ~ 2
- Modelling type 1 quasar colours in the era of Rubin and Euclid
- Towards a Unified Description of the Intergalactic Medium at Redshift z~2.5
- Testing extreme-axion wave dark matter using the BOSS Lyman-Alpha forest data
- A New Precision Measurement of the Small-Scale Line-of-Sight Power Spectrum of the Ly Forest
- Warm dark matter signatures on the 21cm power spectrum: Intensity mapping forecasts for SKA
- Lyman continuum galaxies and the escape fraction of Lyman break galaxies
- Inferring the IGM thermal history during reionisation with the Lyman- forest power spectrum at redshift
- Protocluster Discovery in Tomographic Ly Forest Flux Maps
- Properties of QSO Metal Line Absorption Systems at High Redshifts: Nature and Evolution of the Absorbers and New Evidence on Escape of Ionizing Radiation from Galaxies
- The Spectrally Resolved Lyman-alpha Emission of Three Lyman-alpha Selected Field Galaxies at z~2.4 from the HETDEX Pilot Survey
- LyaCoLoRe: Synthetic Datasets for Current and Future Lyman- Forest BAO Surveys
- Probing Primordial Magnetic Fields Using Ly-alpha Clouds
- The Composite Spectrum of BOSS Quasars Selected for Studies of the Lyman-alpha Forest
- Lyman-alpha opacities at z=4-6 require low mass, radiatively-suppressed galaxies to drive cosmic reionization
- A new Measurement of the Intergalactic Temperature at
- Optimal 1D Ly Forest Power Spectrum Estimation -- II. KODIAQ, SQUAD & XQ-100
- Exploring the Thermal State of the Low-Density Intergalactic Medium at z=3 with an Ultra-High Signal-to-Noise QSO Spectrum
- On Modeling and Measuring the Temperature of the z~5 IGM
- Helium Reionization Simulations. II. Signatures of Quasar Activity on the IGM
- Constraints on QSO emissivity using H I and He II Lyman alpha forest
- Inferring the Thermal History of the Intergalactic Medium from the Properties of the Hydrogen and Helium Lyman-alpha Forest
- He II Proximity Effect and the Lifetime of Quasars
- Evidence for Short Myr Lifetimes from the He II Proximity Zones of Quasars
- AGN-driven helium reionization and the incidence of extended HeIII regions at redshift z>3
- Simulating intergalactic gas for DESI-like small scale Lymanα forest observations
- The cross-correlation between 21cm intensity mapping maps and the Lyman-alpha forest in the post-reionization era
- Optimal 1D Ly- Forest Power Spectrum Estimation I: DESI-Lite Spectra
- The circumgalactic medium of high redshift galaxies
- The Goldilocks problem of the quasar contribution to reionization
- A self-consistent 3D model of fluctuations in the helium-ionizing background
- Large-scale environment of CIV absorption systems -II. Spectroscopy of Lyman- emitters
- Cosmological Constraints from the eBOSS Lyman- Forest using the PRIYA Simulations
- The effect of inhomogeneous reionisation on the Lyman- forest power spectrum at redshift : implications for thermal parameter recovery
- Simba: The average properties of the circumgalactic medium of quasars are determined primarily by stellar feedback
- The VIMOS Ultra-Deep Survey (VUDS): IGM transmission towards galaxies with 2.5<z<5.5 and the colour selection of high redshift galaxies
- Probing Feedback via IGM tomography and Ly forest with Subaru PFS, TMT/ELT, and JWST
- How to Search for Islands of Neutral Hydrogen in the IGM
- Statistical correlation between the distribution of Ly emitters and IGM HI at mapped by Subaru/Hyper Suprime-Cam
- Towards physics responsible for large-scale Lyman- forest bias parameters
- Effect of non-equilibrium ionization on derived physical conditions of the high- intergalactic medium
- Mapping quasar light echoes in 3D with Lyα forest tomography
- The Lyman-alpha forest in f(R) modified gravity
- The Thermal Proximity Effect: A New Probe of He II Reionization History and the Quasar Lifetime
- IGM Transmission Bias for 2.9 Lyman Continuum Detected Galaxies
- A Fundamental Test for Galaxy Formation Models: Matching the Lyman- Absorption Profiles of Galactic Halos over Three Decades in Distance
- A Deep Learning Approach to Quasar Continuum Prediction
- Detecting Multiple DLAs per Spectrum in SDSS DR12 with Gaussian Processes
- Cosmic Galaxy-IGM HI Relation at Probed in the COSMOS/UltraVISTA deg Field
- He II optical depth and UV escape fraction of galaxies
- Effects of Photoionization and Photoheating on Lyman-alpha Forest Properties from Cholla Cosmological Simulations
- Gas around galaxy haloes - II: hydrogen absorption signatures from the environments of galaxies at redshifts 2 < z < 3
- A new model framework for circumgalactic Ly radiative transfer constrained by galaxy-Ly forest clustering
- A tale of seven narrow spikes and a long trough: constraining the timing of the percolation of HII bubbles at the tail-end of reionization with ULAS J1120+0641
- Quasar Factor Analysis -- An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis
- Imprints of the first billion years: Lyman limit systems at
- The evolution of the low-density HI intergalactic medium from z=3.6 to 0: Data, transmitted flux and HI column density
- Observational Evidence for Large-Scale Gas Heating in a Galaxy Protocluster at z=2.30
- The Effect of Cosmic Magnetic Fields on the Metagalactic Ionization Background inferred from the Lyman-α Forest
- UV Background Fluctuations and Three-Point Correlations in the Large Scale Clustering of the Lyman-alpha Forest
- Hunting for Metals Using XQ-100 Legacy Survey Composite Spectra
- Probing Reionization and Early Cosmic Enrichment with the MgII Forest
- Gas around galaxy haloes - III: hydrogen absorption signatures around galaxies and QSOs in the Sherwood simulation suite
- Measurements of effective optical depth in the Ly forest from the BOSS DR12 Quasar sample
- The Flatness and Sudden Evolution of the Intergalactic Ionizing Background
- 3D Distribution Map of HI Gas and Galaxies Around an Enormous Ly Nebula and Three QSOs at Revealed by the HI Tomographic Mapping Technique
- Helium Reionization Simulations. III. The Helium Lyman- Forest
- Cosmological 3D HI Gas Map with HETDEX Ly Emitters and eBOSS QSOs at : IGM-Galaxy/QSO Connection and a 40-Mpc Scale Giant HII Bubble Candidate
- Constraining dark energy using the cross correlations of weak lensing with post-reionization probes of neutral hydrogen
- Searching for the shadows of giants: characterising protoclusters with line of sight Lyman-α absorption
- A measurement of the Lyman-beta forest power spectrum and its cross with the Lyman-alpha forest in X-Shooter XQ-100
- Testing Galaxy Formation Simulations with Damped Lyman- Abundance and Metallicity Evolution
- Joint Bayesian Estimation of Quasar Continua and the Lyman-Alpha Forest Flux Probability Distribution Function
- The Intergalactic medium transmission towards z>4 galaxies with VANDELS and the impact of dust attenuation
- Constraining the temperature-density relation of the intergalactic medium with the Lyman- and forests
- Using the redshift evolution of the Lyman- effective opacity as a probe of dark matter models
- The failure of testing for cosmic opacity via the distance-duality relation
- Metal Lines Associated with the Lyman-alpha Forest from eBOSS Data
- Detecting neutral hydrogen at z > 3 in large spectroscopic surveys of quasars
- Detecting preheating in proto-clusters with Lyman- Forest Tomography
- Constraining Mixed Dark Matter models with high redshift Lyman-alpha forest data
- Probing patchy reionisation with JWST: IGM opacity constraints from the Lyman- forest of galaxies in legacy extragalactic fields
- Particle initialization effects on Lyman- forest statistics in cosmological SPH simulations
- Searching for the shadows of giants II: the effect of local ionisation on the Lyman- absorption signatures of protoclusters at redshift
- The less and the more IGM transmitted galaxies from z~2.7 to z~6 from VANDELS and VUDS
- Effective Opacity of the Intergalactic Medium from Galaxy Spectra Analysis
- 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
- Trend Filtering -- II. Denoising Astronomical Signals with Varying Degrees of Smoothness
- Photometric IGM tomography with Subaru/HSC: the large-scale structure of Ly emitters and IGM transmission in the COSMOS field at
- The PAU Survey: The quasar UV and Ly luminosity functions at
- pop-cosmos: Insights from generative modeling of a deep, infrared-selected galaxy population
- An Optimized Ly Forest Inversion Tool Based on a Quantitative Comparison of Existing Reconstruction Methods
- Constraining the Temperature-Density Relation of the Inter-Galactic Medium from Analytically Modeling Lyman-alpha Forest Absorbers
- Constraining blazar heating with the 2<z<3 Lyman- forest
- Automated quasar continuum estimation using neural networks: a comparative study of deep-learning architectures
- Constraining the ratio of median pixel optical depth profile around z ~ 4 quasars using the longitudinal proximity effect
- The Lyman-alpha Forest as a tool for disentangling non-Gaussianities
- An improved model for the effect of correlated Si-III absorption on the one-dimensional Lyman- forest power spectrum
- The signature of galaxy formation models in the power spectrum of the hydrogen 21cm line during reionization
- Weighing Cosmic Structures with Clusters of Galaxies and the Intergalactic Medium
- Generation of Lognormal Synthetic Lyman- Forest Spectra for Analysis
- MUSE Analysis of Gas around Galaxies (MAGG) -- VII. Emission line galaxies near strong blended Ly absorption systems at
- AGILE: an end-to-end Rubin-LSST simulation of AGNs, galaxies, and stars I. Software description and first data release