Foreground simulations for the LOFAR - Epoch of Reionization Experiment
arXiv:0804.1130 · doi:10.1111/j.1365-2966.2008.13634.x
Abstract
Future high redshift 21-cm experiments will suffer from a high degree of contamination, due both to astrophysical foregrounds and to non-astrophysical and instrumental effects. In order to reliably extract the cosmological signal from the observed data, it is essential to understand very well all data components and their influence on the extracted signal. Here we present simulated astrophysical foregrounds datacubes and discuss their possible statistical effects on the data. The foreground maps are produced assuming 5 deg x 5 deg windows that match those expected to be observed by the LOFAR Epoch-of-Reionization (EoR) key science project. We show that with the expected LOFAR-EoR sky and receiver noise levels, which amount to ~52 mK at 150 MHz after 300 hours of total observing time, a simple polynomial fit allows a statistical reconstruction of the signal. We also show that the polynomial fitting will work for maps with realistic yet idealised instrument response, i.e., a response that includes only a uniform uv coverage as a function of frequency and ignores many other uncertainties. Polarized galactic synchrotron maps that include internal polarization and a number of Faraday screens along the line of sight are also simulated. The importance of these stems from the fact that the LOFAR instrument, in common with all current interferometric EoR experiments has an instrumentally polarized response.
18 figures, 3 tables, accepted to be published in MNRAS
References in corpus (50)
- Wilkinson Microwave Anisotropy Probe (WMAP) Three Year Results: Implications for Cosmology
- Statistical Properties of X-ray Clusters: Analytic and Numerical Comparisons
- Mass function of dark matter halos
- 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
- The Mass Function of an X-Ray Flux-Limited Sample of Galaxy Clusters
- The First Stars
- 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
- 21-cm Tomography of the Intergalactic Medium at High Redshift
- Faraday Rotation Measure Synthesis
- Cosmological Parameter Estimation Using 21 cm Radiation from the Epoch of Reionization
- 21 Centimeter Fluctuations from Cosmic Gas at High Redshifts
- Galaxy Clusters in Hubble Volume Simulations: Cosmological Constraints from Sky Survey Populations
- The Reionization of the Universe by the First Stars and Quasars
- Foregrounds and Forecasts for the Cosmic Microwave Background
- Multifrequency analysis of 21 cm fluctuations from the Era of Reionization
- Probing the Ionization State of the Universe at z>6
- Radio sources in the 2dF Galaxy Redshift Survey - II. Local radio luminosity functions for AGN and star-forming galaxies at 1.4 GHz
- Probing Beyond the Epoch of Hydrogen Reionization with 21 Centimeter Radiation
- Fossil HII Regions: Self-Limiting Star Formation at High Redshift
- A Comparison of Radio and X-Ray Morphologies of Four Clusters of Galaxies Containing Radio Halos
- Early Reionization by the First Galaxies
- Radio Foregrounds for the 21cm Tomography of the Neutral Intergalactic Medium at High Redshifts
- Faint Radio Sources and Star Formation History
- Faint Radio Sources and Star Formation History
- Twenty-one centimeter tomography with foregrounds
- Extragalactic radio source evolution under the dual-population unification scheme
- Galactic microwave emission at degree angular scales
- Clustering of Galaxy Clusters in CDM Universes
- Simulating IGM Reionization
- The spin temperature and 21cm brightness of the intergalactic medium in the pre-reionization era
- Towards a model of full-sky Galactic synchrotron intensity and linear polarisation: a re-analysis of the Parkes data
- Foregrounds for 21cm Observations of Neutral Gas at High Redshift
- A Determination of the Spectral Index of Galactic Synchrotron Emission in the 1-10 GHz range
- Improving Foreground Subtraction in Statistical Observations of 21 cm Emission from the Epoch of Reionization
- Foregrounds for redshifted 21 cm studies of reionization: GMRT 153 MHz observations
- The 21 centimeter emission from the reionization epoch: extended and point source foregrounds
- VLT observations of the z=6.28 quasar SDSS 1030+0524
- De-contamination of cosmological 21-cm maps
- Time-evolution of ionization and heating around first stars and miniquasars
- Characteristics of the structure in the Galactic polarized radio background at 350 MHz
- The 2dF Galaxy Redshift Survey: The population of nearby radio galaxies at the 1 mJy level
- The Radio Luminosity Function of Cluster Radio Halos
- Heating of the Intergalactic Medium by Primordial Miniquasars
- The ATESP Radio Survey IV. Optical Identifications and Spectroscopy in the EIS-A Region
- Free-Free Emission at Low Radio Frequencies
- The spin temperature of neutral hydrogen during cosmic pre-reionization
- Galactic polarization surveys
- Galactic Free-free and H-alpha Emission
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- Bright Source Subtraction Requirements For Redshifted 21 cm Measurements
- Reionization and the Cosmic Dawn with the Square Kilometre Array
- Late-time cosmology with 21cm intensity mapping experiments
- A simulation calibrated limit on the HI power spectrum from the GMRT Epoch of Reionization experiment
- A Per-Baseline, Delay-Spectrum Technique for Accessing the 21cm Cosmic Reionization Signature
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Post-correlation radio frequency interference classification methods
- Upper limits on the 21-cm Epoch of Reionization power spectrum from one night with LOFAR
- PAPER-64 Constraints on Reionization: The 21cm Power Spectrum at z=8.4
- Imaging the Epoch of Reionization: limitations from foreground confusion and imaging algorithms
- Overcoming real-world obstacles in 21 cm power spectrum estimation: A method demonstration and results from early Murchison Widefield Array data
- The GMRT-EoR Experiment: A new upper limit on the neutral hydrogen power spectrum at z~8.6
- Foregrounds for observations of the cosmological 21 cm line: I. First Westerbork measurements of Galactic emission at 150 MHz in a low latitude field
- Foreground Contamination in Interferometric Measurements of the Redshifted 21 cm Power Spectrum
- A Method for 21cm Power Spectrum Estimation in the Presence of Foregrounds
- Foreground Removal using FastICA: A Showcase of LOFAR-EoR
- Blind foreground subtraction for intensity mapping experiments
- The Fast Fourier Transform Telescope
- Realistic Simulations of the Galactic Polarized Foreground: Consequences for 21-cm Reionization Detection Experiments
- The Scale of the Problem : Recovering Images of Reionization with GMCA
- An Improved Method for 21cm Foreground Removal
- CHIPS: The Cosmological HI Power Spectrum Estimator
- Statistical 21-cm Signal Separation via Gaussian Process Regression Analysis
- Empirical Covariance Modeling for 21 cm Power Spectrum Estimation: A Method Demonstration and New Limits from Early Murchison Widefield Array 128-Tile Data
- Probing Reionization with the 21 cm-Galaxy Cross Power Spectrum
- Quantifying the non-Gaussianity in the EoR 21-cm signal through bispectrum
- The Epoch of Reionization
- 21 cm signal from cosmic dawn: Imprints of spin temperature fluctuations and peculiar velocities
- Characterizing Foreground for redshifted 21-cm radiation: 150 MHz GMRT observations
- Systematic biases in low frequency radio interferometric data due to calibration: the LOFAR EoR case
- Power spectrum extraction for redshifted 21-cm epoch of reionization experiments: the LOFAR case
- Constraining the intergalactic medium at 9.1 using LOFAR Epoch of Reionization observations
- Non-parametric foreground subtraction for 21cm epoch of reionization experiments
- The effect of foreground subtraction on cosmological measurements from Intensity Mapping
- How well can we measure and understand foregrounds with 21 cm experiments?
- A 189 MHz, 2400 square degree polarization survey with the Murchison Widefield Array 32-element prototype
- The Fundamental Multi-Baseline Mode-Mixing Foreground in 21 cm EoR Observations
- Foreground Model and Antenna Calibration Errors in the Measurement of the Sky-Averaged λ21 cm Signal at z~20
- Intensity mapping of [CII] from early galaxies
- Will point sources spoil 21 cm tomography?
- De-contamination of cosmological 21-cm maps
- Probing reionization with LOFAR using 21-cm redshift space distortions
- Initial LOFAR observations of Epoch of Reionization windows: II. Diffuse polarized emission in the ELAIS-N1 field
- Low frequency observations of linearly polarized structures in the interstellar medium near the south Galactic pole
- Chromatic effects in the 21 cm global signal from the cosmic dawn
- Systematic Effects of Foreground Removal in 21cm Surveys of Reionization
- IMAGINE: A comprehensive view of the interstellar medium, Galactic magnetic fields and cosmic rays
- Parametrising Epoch of Reionization foregrounds: A deep survey of low-frequency point-source spectra with the MWA
- Global 21cm signal experiments: A designer's guide
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- Improved foreground removal in GMRT 610 MHz observations towards redshifted 21-cm tomography
- A Fast Method for Power Spectrum and Foreground Analysis for 21 cm Cosmology
- The Murchison Widefield Array 21 cm Power Spectrum Analysis Methodology
- Characterizing Signal Loss in the 21 cm Reionization Power Spectrum: A Revised Study of PAPER-64
- 21cm foregrounds and polarization leakage: a user's guide on cleaning and mitigation strategies
- Light cone effect on the reionization 21-cm signal II: Evolution, anisotropies and observational implications
- A new MWA limit on the 21 cm Power Spectrum at Redshifts 13 17
- Imaging the redshifted 21-cm pattern around the first sources during the cosmic dawn using the SKA
- deep21: a Deep Learning Method for 21cm Foreground Removal
- Constraining the epoch of reionization with the variance statistic: simulations of the LOFAR case
- Dark matter annihilation and its effect on CMB and Hydrogen 21 cm observations
- The impact of interference excision on 21-cm Epoch of Reionization power spectrum analyses
- Detection and extraction of signals from the epoch of reionization using higher order one-point statistics
- Comparing Foreground Removal Techniques for Recovery of the LOFAR-EoR 21cm Power Spectrum
- First upper limits on the 21 cm signal power spectrum from cosmic dawn from one night of observations with NenuFAR
- Inflation and Early Dark Energy with a Stage II Hydrogen Intensity Mapping Experiment
- CONCERTO: High-fidelity simulation of millimeter line emissions of galaxies and [CII] intensity mapping
- Impact of Foregrounds on HI Intensity Mapping Cross-Correlations with Optical Surveys
- Spherical Harmonic Analyses of Intensity Mapping Power Spectra
- Imaging neutral hydrogen on large-scales during the Epoch of Reionization with LOFAR
- GMRT observation towards detecting the Post-reionization 21-cm signal
- Simulated SKA maps from Galactic 3D-emission models
- Cosmological constraints from 21cm surveys after reionization
- Measuring the topology of reionization with Betti numbers
- Mapmaking for Precision 21 cm Cosmology
- The visibility based Tapered Gridded Estimator (TGE) for the redshifted 21-cm power spectrum
- Polarized Redundant-Baseline Calibration for 21 cm Cosmology Without Adding Spectral Structure
- Statistics of the epoch of reionization 21-cm signal - I. Power spectrum error-covariance
- Studying 21cm power spectrum with one-point statistics
- Optimized Beam Sculpting with Generalized Fringe-Rate Filters
- Polarised foreground removal at low radio frequencies using rotation measure synthesis: uncovering the signature of hydrogen reionisation
- Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method
- Foreground removal for Square Kilometre Array observations of the Epoch of Reionization with the Correlated Component Analysis
- The Bias and Uncertainty of Redundant and Sky-Based Calibration under Realistic Sky and Telescope Conditions
- Subtraction of point sources from interferometric radio images through an algebraic forward modeling scheme
- Quantifying Suppression of the Cosmological 21-cm Signal due to Direction Dependent Gain Calibration in Radio Interferometers
- Redshifted 21-cm Bispectrum I: Impact of the Redshift Space Distortions on the Signal from the Epoch of Reionization
- Detailed study of ELAIS N1 field with the uGMRT -- II. Source Properties and Spectral Variation Of Foreground Power Spectrum from 300-500 MHz Observations
- Prospects of observing a quasar HII region during the Epoch of Reionization with redshifted 21cm
- Gaussian Process Regression for foreground removal in HI intensity mapping experiments
- Polarization leakage in epoch of reionization windows: II. Primary beam model and direction dependent calibration
- Background reionization history from omniscopes
- Polarization leakage in epoch of reionization windows: III. Wide-field effects of narrow-field arrays
- Tapering the sky response for angular power spectrum estimation from low-frequency radio-interferometric data
- Predictions for the 21cm-galaxy cross-power spectrum observable with LOFAR and Subaru
- Improving constraints on the reionization parameters using 21-cm bispectrum
- Patterns of primary beam non-redundancy in close-packed 21 cm array observations
- Prospects for detecting the 21cm forest from the diffuse intergalactic medium with LOFAR
- Studying high-z galaxies with [CII] intensity mapping
- Detection of Signals from Cosmic Reionization using Radio Interferometric Signal Processing
- Bayesian semi-blind component separation for foreground removal in interferometric 21-cm observations
- Effects of the sources of reionization on 21-cm redshift-space distortions
- Calibration and 21-cm Power Spectrum Estimation in the Presence of Antenna Beam Variations
- Contamination of the Epoch of Reionization power spectrum in the presence of foregrounds
- LOFAR insights into the epoch of reionization from the cross power spectrum of 21cm emission and galaxies
- Clustered Calibration: An Improvement to Radio Interferometric Direction Dependent Self-Calibration
- Precision requirements for interferometric gridding in 21-cm power spectrum analysis
- Signatures of clumpy dark matter in the global 21 cm background signal
- Joint estimation of the Epoch of Reionization power spectrum and foregrounds
- A numerical study of 21-cm signal suppression and noise increase in direction-dependent calibration of LOFAR data
- A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis
- Constraining Polarized Foregrounds for EOR Experiments II: Polarization Leakage Simulations in the Avoidance Scheme
- Radio Sources in the NCP Region Observed with the 21 Centimeter Array
- Foreground modelling via Gaussian process regression: an application to HERA data
- The micro-structure of the intergalactic medium I: the 21cm signature from dynamical minihaloes
- Demonstrating the Tapered Gridded Estimator (TGE) for the Cosmological HI 21-cm Power Spectrum using GMRT observations
- Cross-correlation Study between the Cosmological 21-cm Signal and the kinetic Sunyaev-Zel'dovich effect
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- Subtraction of Bright Point Sources from Synthesis Images of the Epoch of Reionization
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- Deconvolving the Wedge: Maximum-Likelihood Power Spectra via Spherical-Wave Visibility Modeling
- Deeper multi-redshift upper limits on the Epoch of Reionization 21-cm signal power spectrum from LOFAR between z=8.3 and z=10.1
- Exploring the Cosmic Reionization Epoch in Frequency Space: An Improved Approach to Remove the Foreground in 21 cm Tomography
- Probing patchy reionization through tau-21cm correlation statistics
- A Tapered Gridded Estimator (TGE) for the Multi-Frequency Angular Power Spectrum (MAPS) and the Cosmological HI 21-cm Power Spectrum
- Probing the first galaxies with the SKA
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- Exploring the evolution of Reionisation using a wavelet transform and the light cone effect
- Improved supervised learning methods for EoR parameters reconstruction
- Probing large scale filaments with HI and HeII
- A LOFAR RFI detection pipeline and its first results
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- II. foreground contamination
- On the spin-temperature evolution during the epoch of reionization
- A Bayesian analysis of redshifted 21-cm HI signal and foregrounds: Simulations for LOFAR
- Cross-correlation of the HI 21-cm Signal and Lyman-alpha Forest: A Probe Of Cosmology
- Extracting the 21-cm Power Spectrum and the reionization parameters from mock datasets using Artificial Neural Networks
- Angular clustering of point sources at 150 MHz in the TGSS survey
- Delay Spectrum with Phase-Tracking Arrays: Extracting the HI power spectrum from the Epoch of Reionization
- How to Identify and Separate Bright Galaxy Clusters from the Low-frequency Radio Sky?
- Characterizing EoR foregrounds: A study of the Lockman Hole Region at 325 MHz
- 21cm Signal Recovery via the Robust Principle Component Analysis
- Fundamental uncertainty levels of 21cm power spectra from a delay analysis
- Probing reionization with the cross power spectrum of 21 cm and near-infrared radiation backgrounds
- Methods of Error Estimation for Delay Power Spectra in Cosmology
- Observing the Reionization : Effect of Calibration and Position Errors on Realistic Observation Conditions
- Exploring the cosmic dawn and epoch of reionization with 21cm line
- Statistical recovery of the BAO scale from multipoles of the beam-convolved 21cm correlation function
- A Semi-blind PCA-based Foreground Subtraction Method for 21 cm Intensity Mapping
- On the use of temporal filtering for mitigating galactic synchrotron calibration bias in 21 cm reionization observations
- Measuring the Redshift of Reionization with a Modest Array of Low-Frequency Dipoles
- Detectability of the 21 cm-CMB cross-correlation from the EoR
- Forecasts and Statistical Insights for Line Intensity Mapping Cross-Correlations: A Case Study with 21cm x [CII]
- Calibration Requirements for Epoch of Reionization 21-cm signal observations -- I. Effect of time-correlated gains
- The Role of the Instrumental Response in 21 cm EoR Power Spectrum Gridding Analyses
- The effect of Galactic foreground subtraction on redshifted 21-cm observations of quasar HII regions
- Subtracting Foregrounds from Interferometric Measurements of the Redshifted 21 cm Emission
- The study of the angular and spatial distribution of radio selected AGNs and star-forming galaxies in the ELAIS N1 field
- Extracting the Signal of Cosmic String Wakes from 21-cm Observations
- Detectability of 21cm-signal during the Epoch of Reionization with 21cm-Lyman-α emitter cross-correlation. II. Foreground contamination
- Morphological Analysis of the Polarized Synchrotron Emission with WMAP and Planck
- SKA-Low Intensity Mapping Pathfinder Updates: Deeper 21 cm Power Spectrum Limits from Improved Analysis Frameworks
- CII and HI 21-cm line intensity mapping from the EoR: Impact of the light-cone effect on auto and cross-power spectra
- The nature of non-Gaussianity and statistical isotropy of the 408 MHz Haslam synchrotron map
- Simulated foreground predictions for HI at z = 3.35 with the Ooty Wide Field Array: I. Instrument and the foregrounds
- The precision and accuracy of early Epoch of Reionization foreground models: comparing MWA and PAPER 32-antenna source catalogs
- Non-Gaussianity of diffuse Galactic synchrotron emission at 408 MHz
- Contribution of Radio Halos to the Foreground for SKA EoR Experiments
- An analytical method to simulate the HI 21-cm visibility signal for intensity mapping experiments
- Distinguishing reionization models using the largest cluster statistics of the 21-cm maps
- The LOFAR EoR Data Model: (I) Effects of Noise and Instrumental Corruptions on the 21-cm Reionization Signal-Extraction Strategy
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- Square Kilometre Array Science Data Challenge 3a: foreground removal for an EoR experiment
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- 21-cm foreground removal using AI and frequency-difference technique
- Impact of extragalactic point sources on the low-frequency sky spectrum and cosmic dawn global 21-cm measurements
- Predicting 21cm-line map from Lyman emitter distribution with Generative Adversarial Networks
- Validating a novel angular power spectrum estimator using simulated low frequency radio-interferometric data
- Probing axion dark matter with 21cm fluctuations from minihalos
- Calibration requirements for Epoch of Reionization 21-cm signal observations -- II. Analytical estimation of the bias and variance with time-correlated residual gains
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator II: Cross-polarization power spectrum
- Detectability of the -21cm cross-correlation: a tomographic probe of patchy reionization
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- A Comparative Analysis To Deal With Missing Spectral Information Caused By RFI In Cosmological HI 21CM Observations
- Pre-selection of the Candidate Fields for Deep Imaging of the Epoch of Reionization with SKA1-Low
- A Method to Extract the Angular Power Spectrum of the Epoch of Reionization from Low-Frequency Radio Interferometers
- Interpreting the HI 21-cm cosmology maps through Largest Cluster Statistics -- I: Impact of the synthetic SKA1-Low observations
- The Tracking Tapered Gridded Estimator (TTGE) for the power spectrum from drift scan observations
- The Effect of Interplanetary Scintillation on Epoch of Reionisation Power Spectra
- EoR Foregrounds: the Faint Extragalactic Radio Sky
- Influence of synchrotron self-absorption on the 21cm experiments
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- III. image recovery
- A Semi-Analytical Model for the Formation and Evolution of Radio Relics in Galaxy Clusters
- The impact of lossy data compression on the power spectrum of the high redshift 21-cm signal with LOFAR
- Uncertainty in the visibility mask of a survey and its effects on the clustering of biased tracers
- HI Intensity Mapping with the MIGHTEE Survey: First Results of the HI Power Spectrum
- A novel radio imaging method for physical spectral index modelling
- Impact of Calibration and Position Errors on Astrophysical Parameters of the HI 21cm Signal
- CMB anisotropies from patchy reionisation and diffuse Sunyaev-Zel'dovich effects
- Application of Physics-Informed Neural Networks in Removing Telescope Beam Effects
- Statistical properties of Galactic synchrotron temperature and polarization maps -- a multi-frequency comparison
- Cosmic Bandits: Exploration versus Exploitation in CMB B-Mode Experiments
- Extracting 21cm signal by frequency and angular filtering
- Extracting the Epoch of Reionization Signal with 3D U-Net Neural Networks Using Data-driven Systematic Effect Model
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- Epoch of Reionization Power Spectrum Limits from Murchison Widefield Array Data Targeted at EoR1 Field
- Robust Foregrounds Removal for 21-cm Experiments
- Foreground removal in HI 21 cm intensity mapping under frequency-dependent beam distortions
- Using strong gravitational lensing to probe the post reionization \HI power spectrum
- Combined lensed estimator to probe the post reionization H I power spectrum
- 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
- It's Always Darkest Before the Cosmic Dawn: Early Results from Novel Tools and Telescopes for 21 cm Cosmology
- Cosmological 21cm experiments: Searching for a needle in a haystack
- First Light: Switching on Stars at the Dawn of Time