On the use of semi-numerical simulations in predicting the 21-cm signal from the epoch of reionization
arXiv:1403.0941 · doi:10.1093/mnras/stu1342
Abstract
We present a detailed comparison of three different simulations of the epoch of reionization (EoR). The radiative transfer simulation (-RAY) among them is our benchmark. Radiative transfer codes can produce realistic results, but are computationally expensive. We compare it with two semi-numerical techniques: one using the same halos as -RAY as its sources (Sem-Num), and one using a conditional Press-Schechter scheme (CPS+GS). These are vastly more computationally efficient than -RAY, but use more simplistic physical assumptions. We evaluate these simulations in terms of their ability to reproduce the history and morphology of reionization. We find that both Sem-Num and CPS+GS can produce an ionization history and morphology that is very close to -RAY, with Sem-Num performing slightly better compared to CPS+GS. We also study different redshift space observables of the 21-cm signal from EoR: the variance, power spectrum and its various angular multipole moments. We find that both semi-numerical models perform reasonably well in predicting these observables at length scales relevant for present and future experiments. However, Sem-Num performs slightly better than CPS+GS in producing the reionization history, which is necessary for interpreting the future observations.
20 pages, 14 figures, 1 table. Accepted for publication in MNRAS. Replaced to match the accepted version
References in corpus (28)
- Planck 2013 results. XVI. Cosmological parameters
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- LOFAR: The LOw-Frequency ARray
- Massloss of galaxies due to a UV-background
- Efficient Simulations of Early Structure Formation and Reionization
- The morphology of HII regions during reionization
- A simulation calibrated limit on the HI power spectrum from the GMRT Epoch of Reionization experiment
- Science with the Murchison Widefield Array
- New Limits on 21cm EoR From PAPER-32 Consistent with an X-Ray Heated IGM at z=7.7
- Radiative transfer simulations of cosmic reionization I: methodology and initial results
- The CMBR fluctuations from HI perturbations prior to reionization
- Simulating Cosmic Reionization at Large Scales II: the 21-cm Emission Features and Statistical Signals
- Simulating cosmic reionization: How large a volume is large enough?
- Inside-out or Outside-in: The topology of reionization in the photon-starved regime suggested by Lyman-alpha forest data
- Inhomogeneous recombinations during cosmic reionization
- Initial deep LOFAR observations of Epoch of Reionization windows: I. The North Celestial Pole
- Probing Reionization with the 21 cm-Galaxy Cross Power Spectrum
- 21 cm signal from cosmic dawn: Imprints of spin temperature fluctuations and peculiar velocities
- How does radiative feedback from a UV background impact reionization?
- Fast Large-Scale Reionization Simulations
- Towards optimal parallel PM N-body codes: PMFAST
- Lyman-alpha radiative transfer during the Epoch of Reionization: contribution to 21-cm signal fluctuations
- Probing reionization with LOFAR using 21-cm redshift space distortions
- Connecting Reionization to the Local Universe
- Constraining the epoch of reionization with the variance statistic: simulations of the LOFAR case
- Implications of WMAP 3 Year Data for the Sources of Reionization
- The Difference PDF of 21-cm Fluctuations: A Powerful Statistical Tool for Probing Cosmic Reionization
- Will Nonlinear Peculiar Velocity and Inhomogeneous Reionization Spoil 21cm Cosmology from the Epoch of Reionization?
Cited by in corpus (75)
- Lyman-alpha emitters gone missing: evidence for late reionization?
- Quantifying the non-Gaussianity in the EoR 21-cm signal through bispectrum
- 21 cm signal from cosmic dawn: Imprints of spin temperature fluctuations and peculiar velocities
- Large Opacity Variations in the High-Redshift Lyman-alpha Forest: the Signature of Relic Temperature Fluctuations from Patchy Reionization
- Constraining the contribution of active galactic nuclei to reionisation
- The accuracy of semi-numerical reionization models in comparison with radiative transfer simulations
- Statistics of the epoch of reionization (EoR) 21-cm signal -- II. The evolution of the power spectrum error-covariance
- Predictions and sensitivity forecasts for reionization-era [C II] line intensity mapping
- Lyman-alpha emitters gone missing: the different evolution of the bright and faint populations
- A fast estimator for the bispectrum and beyond - A practical method for measuring non-Gaussianity in 21-cm maps
- Simulating the 21-cm signal from reionisation including non-linear ionisations and inhomogeneous recombinations
- Evaluating machine learning techniques for predicting power spectra from reionization simulations
- Prediction of the 21-cm signal from reionization: comparison between 3D and 1D radiative transfer schemes
- An Effective Model for the Cosmic-Dawn 21-cm Signal
- Photon number conservation and the large-scale 21 cm power spectrum in semi-numerical models of reionization
- Recovering the HII region size statistics from 21-cm tomography
- Inhomogeneous Reionization Models in Cosmological Hydrodynamical Simulations
- The impact of spin temperature fluctuations on the 21-cm moments
- Statistics of the epoch of reionization 21-cm signal - I. Power spectrum error-covariance
- Redshifted 21-cm Bispectrum I: Impact of the Redshift Space Distortions on the Signal from the Epoch of Reionization
- The observable 21cm signal from reionization may be perturbative
- AMBER: A Semi-numerical Abundance Matching Box for the Epoch of Reionization
- Large 21 cm signals from AGN-dominated reionization
- The wedge bias in reionization 21-cm power spectrum measurements
- Epoch of Reionisation 21cm Forecasting From MCMC-Constrained Semi-Numerical Models
- Redshifted 21-cm bispectrum II: Impact of the spin temperature fluctuations and redshift space distortions on the signal from the Cosmic Dawn
- The Shape and Size distribution of HII Regions near the percolation transition
- Improving constraints on the reionization parameters using 21-cm bispectrum
- Studying the morphology of HI isodensity surfaces during reionization using Shapefinders and percolation analysis
- Effects of the sources of reionization on 21-cm redshift-space distortions
- A Short Introduction to Reionization Physics
- Persistent topology of the reionisation bubble network. I: Formalism & Phenomenology
- Models of the Cosmological 21 cm Signal from the Epoch of Reionization Calibrated with Lyman-alpha and CMB Data
- The importance of galaxy formation histories in models of reionization
- On dark matter - dark radiation interaction and cosmic reionization
- Photon Number Conserving Models of H II Bubbles during Reionization
- Improved treatments of the ionizing photon mean free path in semi-numerical simulations of reionization
- BEoRN: A fast and flexible framework to simulate the epoch of reionisation and cosmic dawn
- The Epoch of Reionization 21-cm Bispectrum: The impact of light-cone effects and detectability
- The impact of non-Gaussianity on the Epoch of Reionization parameter forecast using 21-cm power spectrum measurements
- 21cmfish: Fisher-matrix framework for fast parameter forecasts from the cosmic 21-cm signal
- An Effective Bias Expansion for 21 cm Cosmology in Redshift Space
- Extracting the 21-cm Power Spectrum and the reionization parameters from mock datasets using Artificial Neural Networks
- Systematic uncertainties in models of the cosmic dawn
- Impact of dark matter models on the EoR 21-cm signal bispectrum
- Observing the Reionization : Effect of Calibration and Position Errors on Realistic Observation Conditions
- Constraints on Dark Matter-Neutrino Interaction from 21-cm Cosmology and Forecasts on SKA1-Low
- Revisiting the [C II] line-intensity mapping power spectrum from the EoR using non-uniform line-luminosity scatter
- Reionization with Simba: How much does astrophysics matter in modeling cosmic reionization?
- Probing early universe through redshifted 21-cm signal: Modelling and observational challenges
- Bubble mapping with the Square Kilometer Array -- I. Detecting galaxies with Euclid, JWST, WFIRST and ELT within ionized bubbles in the intergalactic medium at z>6
- Implications of the Lyman- forest for the 21-cm power spectrum from the epoch of reionization
- Redshifted 21-cm bispectrum: Impact of the source models on the signal and the IGM physics from the Cosmic Dawn
- CII and HI 21-cm line intensity mapping from the EoR: Impact of the light-cone effect on auto and cross-power spectra
- Two-dimensional Topology of Cosmological Reionization
- Probing delayed-end reionization histories with the 21cm-LAE cross-power spectrum
- Estimation of HII Bubble Size Distribution from 21cm Power Spectrum with Artificial Neural Networks
- Distinguishing reionization models using the largest cluster statistics of the 21-cm maps
- Efficient exploration of reionization parameters for the upcoming 21 cm observations using a photon conserving semi-numerical model SCRIPT
- Detectability of the -21cm cross-correlation: a tomographic probe of patchy reionization
- Modelling the 21 cm Signal From the Epoch of Reionization and Cosmic Dawn
- Impact of the Epoch of Reionization sources on the 21-cm bispectrum
- Line of sight anisotropies in the Cosmic Dawn and EoR 21-cm power spectrum
- Interpreting the HI 21-cm cosmology maps through Largest Cluster Statistics -- I: Impact of the synthetic SKA1-Low observations
- Measuring the reionization 21 cm fluctuations using clustering wedges
- Impact of astrophysical scatter on the Epoch of Reionization [H I] bispectrum
- Calibrating excursion set reionization models to approximately conserve ionizing photons
- Linear Polarization of the 21 cm Line from the Epoch of Reionization
- The Linear Perturbation Theory of Reionization in Position-Space: Cosmological Radiative Transfer Along the Light-Cone
- Probing the Epoch of Reionization using synergies of line intensity mapping
- Synthetic Observations with the Square Kilometre Array (SKA) -- development towards an end-to-end pipeline
- From ANN to BNN: Inferring Reionization Parameters using Uncertainty-aware Emulators of 21-cm Summaries
- Accelerating HI density predictions during the Epoch of Reionization using a GPR-based emulator on N-body simulations
- CosmoUiT: A Vision Transformer-UNet Hybrid for Fast and Accurate Emulation of 21-cm Maps from the Epoch of Reionization
- Interpreting the HI 21-cm cosmology maps through Largest Cluster Statistics. Part II. Impact of the realistic foreground and instrumental noise on synthetic SKA1-Low observations