Radiative transfer simulations of cosmic reionization I: methodology and initial results
arXiv:astro-ph/0612406 · doi:10.1086/522566
Abstract
We present a new hybrid code for large volume, high resolution simulations of cosmic reionization, which utilizes a N-body algorithm for dark matter, physically motivated prescriptions for baryons and star formation, and an adaptive ray tracing algorithm for radiative transfer of ionizing photons. Two test simulations each with 3 billion particles and 400 million rays in a 50 Mpc/h box have been run to give initial results. Halos are resolved down to virial temperatures of 10^4 K for the redshift range of interest in order to robustly model star formation and clumping factors. This is essential to correctly account for ionization and recombination processes. We find that the halos and sources are strongly biased with respect to the underlying dark matter, re-enforcing the requirement of large simulation boxes to minimize cosmic variance and to obtain a qualitatively correct picture of reionization. We model the stellar initial mass function (IMF), by following the spatially dependent gas metallicity evolution, and distinguish between the first generation, Population III (PopIII) stars and the second generation, Population II (PopII) stars. The PopIII stars with a top-heavy IMF produce an order of magnitude more ionizing photons at high redshifts z>10, resulting in a more extended reionization. In our simulations, complete overlap of HII regions occurrs at z~6.5 and the computed mass and volume weighted residual HI fractions at 5<z<6.5 are both in good agreement with high redshift quasar absorption measurements from SDSS. The values for the Thomson optical depth are consistent within 1-sigma of the current best-fit value from third-year WMAP.
15 pages, 13 figures; accepted by ApJ; higher resolution figures can be found at http://www.astro.princeton.edu/~htrac/reionization.html
References in corpus (57)
- A Universal Density Profile from Hierarchical Clustering
- Wilkinson Microwave Anisotropy Probe (WMAP) Three Year Results: Implications for Cosmology
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- Large scale bias and the peak background split
- Statistical Properties of X-ray Clusters: Analytic and Numerical Comparisons
- Cosmological SPH simulations: A hybrid multi-phase model for star formation
- A Line of Sight Approach to Cosmic Microwave Background Anisotropies
- An analytic model for the spatial clustering of dark matter haloes
- Three Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Polarization Analysis
- Constraining the Evolution of the Ionizing Background and the Epoch of Reionization with z ~ 6 Quasars II: A Sample of 19 Quasars
- In the Beginning: The First Sources of Light and the Reionization of the Universe
- A Survey of z>5.8 Quasars in the Sloan Digital Sky Survey I: Discovery of Three New Quasars and the Spatial Density of Luminous Quasars at z~6
- Evidence for Reionization at z ~ 6: Detection of a Gunn-Peterson Trough in a z=6.28 Quasar
- Wilkinson Microwave Anisotropy Probe (WMAP) First Year Observations: TE Polarization
- On the properties of massive Population III stars and metal-free stellar populations
- Observational constraints on Cosmic Reionization
- Merger rates in hierarchical models of galaxy formation. II: Comparison with N-body simulations
- The Growth of HII Regions During Reionization
- The transition from Population III to normal galaxies: Ly-a and HeII 1640 emission and the ionising properties of high redshift starburst galaxies
- Precision Determination of the Mass Function of Dark Matter Halos
- Reionization of the Inhomogeneous Universe
- Formation of Primordial Stars in a LCDM Universe
- The End of the Reionization Epoch Probed by Ly-alpha Emitters at z=6.5 in the Subaru Deep Field
- Destruction of Molecular Hydrogen During Cosmological Reionization
- Cosmological Reionization by Stellar Sources
- P3M-SPH simulations of the Lyman-alpha Forest
- The halo mass function from the dark ages through the present day
- Simulating Cosmic Reionization at Large Scales I: the Geometry of Reionization
- The morphology of HII regions during reionization
- Simulations and Analytic Calculations of Bubble Growth During Hydrogen Reionization
- Numerical study of halo concentrations in dark-energy cosmologies
- Unusually Large Fluctuations in the Statistics of Galaxy Formation at High Redshift
- The Universe Was Reionized Twice
- Early reionization by miniquasars
- Reionization of Hydrogen and Helium by Early Stars and Quasars
- An analytical model for the history of cosmic star formation
- Early Reionization by the First Galaxies
- Universal gas density and temperature profile
- Self-regulated reionization
- Cosmic Reionisation by Stellar Sources: Population II Stars
- Photon Conserving Radiative Transfer around Point Sources in multi-dimensional Numerical Cosmology
- Implications of WMAP Observations On the Population III Star Formation Processes
- The Era of Massive Population III Stars: Cosmological Implications and Self-Termination
- Adaptive Ray Tracing for Radiative Transfer around Point Sources
- Ly-alpha Radiative Transfer in Cosmological Simulations and Application to a z~8 Emitter
- Early structure in LCDM
- A Simple and Accurate Model for Intra-Cluster Gas
- Reionisation, chemical enrichment and seed black holes from the first stars: is Population III important?
- Cosmological Hydrogen Reionization with Three Dimensional Radiative Transfer
- Cosmic Reionization Redux
- Simulating Reionization in Numerical Cosmology
- The Extended Starformation History of the First Generation of Stars, and the Reionization of Cosmic Hydrogen
- Large-Scale Simulations of Reionization
- Is There a Missing Galaxy Problem at High Redshift?
- Population III Star Formation in a Lambda WDM Universe
- A Statistical Analysis of Intergalactic Medium Transmission Approaching Reionization
- Out-of-Core Hydrodynamic Simulations for Cosmological Applications
Cited by in corpus (186)
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey
- 21-cm cosmology
- 21cmFAST: A Fast, Semi-Numerical Simulation of the High-Redshift 21-cm Signal
- Reionization and Cosmology with 21 cm Fluctuations
- The Birth of a Galaxy - III. Propelling reionisation with the faintest galaxies
- Escape fraction of ionizing photons during reionization: effects due to supernova feedback and runaway OB stars
- What Next-Generation 21 cm Power Spectrum Measurements Can Teach Us About the Epoch of Reionization
- The Evolution of the Intergalactic Medium
- Conditions for Reionizing the Universe with A Low Galaxy Ionizing Photon Escape Fraction
- A Per-Baseline, Delay-Spectrum Technique for Accessing the 21cm Cosmic Reionization Signature
- Spectroscopic confirmation of z~7 LBGs: probing the earliest galaxies and the epoch of reionization
- Lyman Alpha Emitting Galaxies as a Probe of Reionization
- Ionizing Photon Escape Fractions from High Redshift Dwarf Galaxies
- HeII Reionization and its Effect on the IGM
- A Direct Precision Measurement of the Intergalactic Lyman-alpha Opacity at 2<z<4.2
- The First Billion Years Project: The escape fraction of ionizing photons in the epoch of reionization
- Signatures of X-rays in the early Universe
- Comparison Of Reionization Models: Radiative Transfer Simulations And Approximate, Semi-Numeric Models
- Evolution of the 21 cm signal throughout cosmic history
- Enzo+Moray: Radiation Hydrodynamics Adaptive Mesh Refinement Simulations with Adaptive Ray Tracing
- Cosmic Reionization On Computers I. Design and Calibration of Simulations
- Detecting the Rise and Fall of 21 cm Fluctuations with the Murchison Widefield Array
- On Lyman-limit Systems and the Evolution of the Intergalactic Ionizing Background
- Fast Large Volume Simulations of the 21 cm Signal from the Reionization and pre-Reionization Epochs
- Cosmic microwave background constraints on the duration and timing of reionization from the South Pole Telescope
- High Performance P3M N-body code: CUBEP3M
- Discovery of a Giant Lya Emitter Near the Reionization Epoch
- Radiative Transfer Modeling of Lyman Alpha Emitters. I. Statistics of Spectra and Luminosity
- A radiative transfer scheme for cosmological reionization based on a local Eddington tensor
- The Detectability of Lyman Alpha Emission from Galaxies during the Epoch of Reionization
- Ultradeep Infrared Array Camera Observations of sub-L* z~7 and z~8 Galaxies in the Hubble Ultra Deep Field: the Contribution of Low-Luminosity Galaxies to the Stellar Mass Density and Reionization
- Evidence of Gunn-Peterson damping wings in high-z quasar spectra: strengthening the case for incomplete reionization
- Star formation histories of dwarf galaxies in the FIRE simulations: dependence on mass and Local Group environment
- Dark-ages reionization and galaxy formation simulation - III. Modelling galaxy formation and the epoch of reionization
- Imprint of Inhomogeneous Hydrogen Reionization on the Temperature Distribution of the Intergalactic Medium
- Redshift Space Distortion of the 21cm Background from the Epoch of Reionization I: Methodology Re-examined
- Gas Clumping in Self-Consistent Reionisation Models
- Eliminating the optical depth nuisance from the CMB with 21 cm cosmology
- Was reionization complete by z ~ 5-6?
- Constraints on X-ray Emissions from the Reionization Era
- AREPO-RT: Radiation hydrodynamics on a moving mesh
- TRAPHIC - Radiative Transfer for Smoothed Particle Hydrodynamics Simulations
- Reionization simulations powered by GPUs I: the structure of the Ultraviolet radiation field
- Reionization on Large Scales I: A Parametric Model Constructed from Radiation-Hydrodynamic Simulations
- The first (nearly) model-independent constraint on the neutral hydrogen fraction at z~5--6
- Cosmic Reionization and the 21-cm signal: Comparison between an analytical model and a simulation
- Fast Large-Scale Reionization Simulations
- On the rapid demise of Lyman-alpha emitters at z>7 due to the increasing incidence of optically thick absorption systems
- The kinetic Sunyaev-Zel'dovich signal from inhomogeneous reionization: a parameter space study
- The simulated 21 cm signal during the epoch of reionization : full modeling of the Ly-alpha pumping
- Escape Fraction of Ionizing Radiation from Starburst Galaxies at High Redshifts
- Can 21-cm observations discriminate between high-mass and low-mass galaxies as reionization sources?
- Extended Lyman-Alpha Emission around Star-forming Galaxies
- SCORCH I: The Galaxy-Halo Connection in the First Billion Years
- Analysing the 21cm signal from the Epoch of Reionization with artificial neural networks
- On the use of semi-numerical simulations in predicting the 21-cm signal from the epoch of reionization
- An implementation of radiative transfer in the cosmological simulation code GADGET
- A physical understanding of how reionization suppresses accretion onto dwarf halos
- Radiative Transfer Modeling of Lyman Alpha Emitters. II. New Effects in Galaxy Clustering
- Semi-analytic forecasts for JWST -- IV. Implications for cosmic reionization and LyC escape fraction
- Galactic Outflows and Photoionization Heating in the Reionization Epoch
- Pair-Instability Supernovae at the Epoch of Reionization
- Heating of the Intergalactic Medium by Hydrogen Reionization
- The Near-IR Background Intensity and Anisotropies During The Epoch of Reionization
- Cosmological HII Bubble Growth During Reionization
- Dark matter halo abundances, clustering and assembly histories at high redshift
- Hydrodynamic Response of the Intergalactic Medium to Reionization
- A short mean free path at favors late and rapid reionization by faint galaxies
- The accuracy of semi-numerical reionization models in comparison with radiative transfer simulations
- Connecting Reionization to the Local Universe
- Direct Numerical Simulation of Reionization II: Recombinations, Clumping Factors, and the Photon Budget for Reionization
- The effect of non-Gaussianity on error predictions for the Epoch of Reionization (EoR) 21-cm power spectrum
- Multi-frequency, thermally coupled radiative transfer with TRAPHIC: Method and tests
- Hydrogen Reionization in the Illustris universe
- The effect of intergalactic helium on hydrogen reionisation: implications for the sources of ionising photons at z > 6
- The impacts of ultraviolet radiation feedback on galaxies during the epoch of reionization
- Probing the Neutral Fraction of the IGM with GRBs during the Epoch of Reionization
- The Cosmic Near Infrared Background II: Fluctuations
- The Hydrodynamic Feedback of Cosmic Reionization on Small-Scale Structures and Its Impact on Photon Consumption during the Epoch of Reionization
- MOND plus classical neutrinos not enough for cluster lensing
- The Topology of Cosmological Reionization
- EMMA: an AMR cosmological simulation code with radiative transfer
- Inhomogeneous Reionization Models in Cosmological Hydrodynamical Simulations
- Semi-analytic forecasts for JWST -- V. AGN luminosity functions and helium reionization at z = 2-7
- The Late Reionization of Filaments
- Constraining reionization using 21 cm observations in combination with CMB and Lyman-alpha forest data
- Large scale simulations of H and He reionization and heating driven by stars and more energetic sources
- The Inhomogeneous Ionizing Background Following Reionization
- The effect of peculiar velocities on the epoch of reionization (EoR) 21-cm signal
- Exploring 21cm - Lyman Alpha emitter synergies for SKA
- Helium Reionization Simulations. II. Signatures of Quasar Activity on the IGM
- RADAMESH: Cosmological Radiative Transfer for Adaptive Mesh Refinement Simulations
- CRASH3: cosmological radiative transfer through metals
- AMBER: A Semi-numerical Abundance Matching Box for the Epoch of Reionization
- The galaxies that reionized the Universe
- The observable 21cm signal from reionization may be perturbative
- Optimized Multi-Frequency Spectra for Applications in Radiative Feedback and Cosmological Reionization
- SimpleX2: radiative transfer on an unstructured, dynamic grid
- The 21 cm Forest as a Probe of the Reionization and the Temperature of the Intergalactic Medium
- Cosmic Reionization On Computers III. The Clumping Factor
- Reionisation in sterile neutrino cosmologies
- High redshift AGNs and HI reionisation: limits from the unresolved X-ray background
- Fully-Coupled Simulation of Cosmic Reionization. I: Numerical Methods and Tests
- Baryon history and cosmic star formation in non-Gaussian cosmological models: numerical simulations
- The distribution of Lyman-limit absorption systems during and after reionization
- The Stellar Initial Mass Function at the Epoch of Reionization
- A novel approach for accurate radiative transfer in cosmological hydrodynamic simulations
- Modelling of Lyman-alpha Emitting Galaxies and Ionized Bubbles at the Era of Reionization
- The Epoch of Reionization in the R_h=ct Universe
- The impact of Lyman- radiative transfer on large-scale clustering in the Illustris simulation
- An improved model of HII bubbles during the epoch of reionization
- The importance of galaxy formation histories in models of reionization
- Modelling recombinations during cosmological reionization
- Probing the first galaxies with the SKA
- Hydrodynamic Response of the Intergalactic Medium to Reionization II: Physical Characteristics and Dynamics of Ionizing Photon Sinks
- Radiation-induced large-scale structure during the reionization epoch: the autocorrelation function
- Population III Star Clusters in the Reionized Universe
- The cross-power spectrum between 21cm emission and galaxies in hierarchical galaxy formation models
- Cosmic Reionization May Still Have Started Early and Ended Late: Confronting Early Onset with CMB Anisotropy and 21 cm Global Signals
- ARTIST: Fast radiative transfer for large-scale simulations of the epoch of reionisation
- The Morphology of Reionization in a Dynamically Clumpy Universe
- SCORCH. II. Radiation-Hydrodynamic simulations of reionization with varying radiation escape fractions
- Expanding the search for galaxies at z ~7-10 with new NICMOS Parallel Fields
- The Structure of Reionization in Hierarchical Galaxy Formation Models
- Arepo-MCRT: Monte Carlo Radiation Hydrodynamics on a Moving Mesh
- BEoRN: A fast and flexible framework to simulate the epoch of reionisation and cosmic dawn
- An Effective Bias Expansion for 21 cm Cosmology in Redshift Space
- IslandFAST: A Semi-numerical Tool for Simulating the Late Epoch of Reionization
- Constraints on the Redshift Evolution of the L_X-SFR Relation from the Cosmic X-Ray Backgrounds
- Helium Reionization Simulations. I. Modeling Quasars as Radiation Sources
- Prospects for 21cm-Galaxy Cross-Correlations with HERA and the Roman High-Latitude Survey
- Reionization Histories of Milky Way Mass Halos
- A study of simulated histories of reionization with merger trees of HII regions
- The Contribution of Supernovae to Cosmic Reionization
- Enabling parallel computing in CRASH
- Gamma-ray Bursts and the Early Star-formation History
- A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation
- A Model-Insensitive Baryon Acoustic Oscillation Feature in the 21 cm Signal from Reionization
- Exploring the cosmic dawn and epoch of reionization with 21cm line
- On the accuracy of common moment-based radiative transfer methods for simulating reionization
- Optical depth to reionization from perturbative 21cm clustering
- Prospects for kSZ-Galaxy Cross-Correlations during Reionization
- Parametrizing the Reionization History with the Redshift Midpoint, Duration, and Asymmetry
- The impact and response of minihalos and the inter-halo medium on cosmic reionization
- 21-cm signatures of residual HI inside cosmic HII regions during reionization
- The effect of recombination radiation on the temperature and ionization state of partially ionized gas
- Helium Reionization Simulations. III. The Helium Lyman- Forest
- Clumping factors of HII, HeII and HeIII
- SCORCH. III. Analytical Models of Reionization with Varying Clumping Factors
- Two-dimensional Topology of Cosmological Reionization
- The HI Bias during the Epoch of Reionization
- Variation in the escape fraction of ionising photons from galaxies and the redshifted 21-cm power spectrum during reionization
- Reionization time of the Local Group and Local-Group-like halo pairs
- Probing delayed-end reionization histories with the 21cm-LAE cross-power spectrum
- A fast method of reionization parameter space exploration using GPR trained SCRIPT
- The Ultramarine Simulation: properties of dark matter haloes before redshift 5.5
- Efficient exploration of reionization parameters for the upcoming 21 cm observations using a photon conserving semi-numerical model SCRIPT
- Three-Dimensional Modelling of Ionized Gas. I. Did very massive stars of different metallicities drive the second cosmic reionization?
- Observing the redshifted 21 cm signal around a bright QSO at
- A Full Treatment of Peculiar Velocities on the Reionization Light Cone
- Quark-Novae, cosmic reionization, and early r-process element production
- Galaxy Statistics in Pencil-beam Surveys at High Redshifts
- Cosmological radiative transfer for the line-of-sight proximity effect
- The Atacama Cosmology Telescope: DR6 Power Spectrum Foreground Model and Validation
- Modeling the Intergalactic Medium during the Epoch of Reionization
- Semi-Numerical Simulation of Reionization with Semi-Analytical Modeling of Galaxy Formation
- Reionization: Characteristic Scales, Topology and Observability
- Reionization and Cosmic Dawn: theory and simulations
- ARC: Adaptive Ray-tracing with CUDA, a New Ray Tracing Code for Parallel GPUs
- Astraeus VII: The environmental-dependent assembly of galaxies in the Epoch of Reionization
- Linear Polarization of the 21 cm Line from the Epoch of Reionization
- Effects of photon trapping on the Lyman-alpha properties of star-forming galaxies
- Measurement of the baryonic acoustic oscillation scale in 21 cm intensity fluctuations during the reionisation era
- Diversity of the Lyman continuum escape fractions of high- galaxies and its origins
- Delayed Enrichment by Unseen Galaxies: Explaining the Rapid Rise in IGM CIV Absorption from z = 6-5
- Accelerating HI density predictions during the Epoch of Reionization using a GPR-based emulator on N-body simulations
- Measuring photo-ionization rate and mean free path of HeII ionizing photons at : Evidence for late and rapid HeII reionization Part-II
- Astrophysical uncertainties challenge 21-cm forecasts: A primordial black hole case study
- The Infancy of Cosmic Reionization
- Kiloparsec-scale turbulence driven by reionization may grow intergalactic magnetic fields
- Double-Peaked Ly Emission during Reionization Requires Nearby Voids and a Favorable Local Ionizing Background
- An emulator for the ionizing photon mean free path in ultra-high resolution simulations: the implications of mean free path measurements for the reionization history
- A Class of Physically Motivated Closures for Radiation Hydrodynamics
- Imaging reionization's last phases with I-front Lyman- emissions
- Contribution of Cross-Correlations to the 21cm Angular Power Spectrum in the Epoch of Reionization
- The Frontier of Reionization: Theory and Forthcoming Observations