Simulations of the Microwave Sky
arXiv:0908.0540 · doi:10.1088/0004-637X/709/2/920
Abstract
We create realistic, full-sky, half-arcminute resolution simulations of the microwave sky matched to the most recent astrophysical observations. The primary purpose of these simulations is to test the data reduction pipeline for the Atacama Cosmology Telescope (ACT) experiment; however, we have widened the frequency coverage beyond the ACT bands to make these simulations applicable to other microwave background experiments. Some of the novel features of these simulations are that the radio and infrared galaxy populations are correlated with the galaxy cluster populations, the CMB is lensed by the dark matter structure in the simulation via a ray-tracing code, the contribution to the thermal and kinetic Sunyaev-Zel'dovich (SZ) signals from galaxy clusters, groups, and the IGM has been included, and the gas prescription to model the SZ signals matches the most recent X-ray observations. Regarding the contamination of cluster SZ flux by radio galaxies, we find for 148 GHz (90 GHz) only 3% (4%) of halos have their SZ decrements contaminated at a level of 20% or more. We find the contamination levels higher for infrared galaxies. However, at 90 GHz, less than 20% of clusters with M_{200} > 2.5 x 10^{14} Msun and z<1.2 have their SZ decrements filled in at a level of 20% or more. At 148 GHz, less than 20% of clusters with M_{200} > 2.5 x 10^{14} Msun and z<0.8 have their SZ decrements filled in at a level of 50% or larger. Our models also suggest that a population of very high flux infrared galaxies, which are likely lensed sources, contribute most to the SZ contamination of very massive clusters at 90 and 148 GHz. These simulations are publicly available and should serve as a useful tool for microwave surveys to cross-check SZ cluster detection, power spectrum, and cross-correlation analyses.
Sims are now public at http://lambda.gsfc.nasa.gov/toolbox/tb_cmbsim_ov.cfm; Expanded discussion of N-body sim and IGM; Version accepted by ApJ
References in corpus (30)
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Data Processing, Sky Maps, and Basic Results
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Likelihoods and Parameters from the WMAP data
- High resolution CMB power spectrum from the complete ACBAR data set
- Component separation methods for the Planck mission
- Over half of the far-infrared background light comes from galaxies at z >= 1.2
- The Wilkinson Microwave Anisotropy Probe (WMAP) Source Catalog
- Simulating cosmic rays in clusters of galaxies - I. Effects on the Sunyaev-Zel'dovich effect and the X-ray emission
- Next Generation Redshift Surveys and the Origin of Cosmic Acceleration
- Radio Sources in Galaxy Clusters: Radial Distribution, and 1.4 GHz and K-band Bivariate Luminosity Function
- Correlated Anisotropies in the Cosmic Far-Infrared Background Detected by MIPS/Spitzer: Constraint on the Bias
- Exploring the Energetics of Intracluster Gas with a Simple and Accurate Model
- Radio Sources Toward Galaxy Clusters at 30 GHz
- The Santa Fe Light Cone Simulation Project: I. Confusion and the WHIM in Upcoming Sunyaev-Zel'dovich Effect Surveys
- CMB Lensing Constraints on Neutrinos and Dark Energy
- AzTEC Millimetre Survey of the COSMOS Field - II. Source Count Overdensity and Correlations with Large-Scale Structure
- The extragalactic radio-source population at 95 GHz
- The Impact of Galaxy Cluster Mergers on Cosmological Parameter Estimation from Surveys of the Sunyaev-Zel'dovich Effect
- A Large Sky Simulation of the Gravitational Lensing of the Cosmic Microwave Background
- Full-sky maps for gravitational lensing of the CMB
- The Sunyaev-Zel'dovich effects from a cosmological hydrodynamical simulation: large-scale properties and correlation with the soft X-ray signal
- The Impact of Halo Properties, Energy Feedback and Projection Effects on the Mass-SZ Flux Relation
- Radio and mid-infrared identification of BLAST source counterparts in the Chandra Deep Field South
- Microwave-Sky Simulations and Projections for Galaxy Cluster Detection with the Atacama Cosmology Telescope
- The Sunyaev-Zeldovich Background
- Measuring Distance Ratios with CMB-Galaxy Lensing Cross-correlations
- The thermal Sunyaev-Zel'dovich Signature of Baryons in the Local Universe
- Improved estimation of cluster mass profiles from the cosmic microwave background
- Issues in joint SZ and optical cluster finding
- Lenses in the forest: cross-correlation of the Lyman-alpha flux with CMB lensing
Cited by in corpus (167)
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Planck 2013 results. XVI. Cosmological parameters
- The Simons Observatory: Science goals and forecasts
- Cosmological Parameters from Observations of Galaxy Clusters
- Extragalactic Science, Cosmology and Galactic Archaeology with the Subaru Prime Focus Spectrograph (PFS)
- Planck 2013 results. XX. Cosmology from Sunyaev-Zeldovich cluster counts
- A Measurement of the Damping Tail of the Cosmic Microwave Background Power Spectrum with the South Pole Telescope
- The Atacama Cosmology Telescope: Sunyaev-Zel'dovich Selected Galaxy Clusters at 148 GHz from Three Seasons of Data
- The Atacama Cosmology Telescope: Cosmological Parameters from the 2008 Power Spectra
- Cluster Cosmology Constraints from the 2500 deg SPT-SZ Survey: Inclusion of Weak Gravitational Lensing Data from Magellan and the Hubble Space Telescope
- Extragalactic millimeter-wave sources in South Pole Telescope survey data: source counts, catalog, and statistics for an 87 square-degree field
- Galaxy Clusters Selected with the Sunyaev-Zel'dovich Effect from 2008 South Pole Telescope Observations
- Planck 2013 results. XXX. Cosmic infrared background measurements and implications for star formation
- The Atacama Cosmology Telescope: Sunyaev Zel'dovich Selected Galaxy Clusters at 148 GHz in the 2008 Survey
- Power Spectrum Super-Sample Covariance
- The Atacama Cosmology Telescope: Temperature and Gravitational Lensing Power Spectrum Measurements from Three Seasons of Data
- The Atacama Cosmology Telescope: A Measurement of the DR6 CMB Lensing Power Spectrum and its Implications for Structure Growth
- Detection of the Power Spectrum of Cosmic Microwave Background Lensing by the Atacama Cosmology Telescope
- Galaxy clusters discovered via the Sunyaev-Zel'dovich effect in the first 720 square degrees of the South Pole Telescope survey
- A measurement of gravitational lensing of the microwave background using South Pole Telescope data
- An SZ-selected sample of the most massive galaxy clusters in the 2500-square-degree South Pole Telescope survey
- A measurement of secondary cosmic microwave background anisotropies with two years of South Pole Telescope observations
- Evidence of Galaxy Cluster Motions with the Kinematic Sunyaev-Zel'dovich Effect
- Cosmological Constraints from Sunyaev-Zel'dovich-Selected Clusters with X-ray Observations in the First 178 Square Degrees of the South Pole Telescope Survey
- The pre-launch Planck Sky Model: a model of sky emission at submillimetre to centimetre wavelengths
- A measurement of secondary cosmic microwave background anisotropies from the 2500-square-degree SPT-SZ survey
- On the Cluster Physics of Sunyaev-Zel'dovich Surveys II: Deconstructing the Thermal SZ Power Spectrum
- Impact of Cluster Physics on the Sunyaev-Zel'dovich Power Spectrum
- Simulations of the Sunyaev-Zel'dovich Power Spectrum with AGN Feedback
- ACTPol: A polarization-sensitive receiver for the Atacama Cosmology Telescope
- The Growth of Cool Cores and Evolution of Cooling Properties in a Sample of 83 Galaxy Clusters at 0.3 < z < 1.2 Selected from the SPT-SZ Survey
- The Atacama Cosmology Telescope: likelihood for small-scale CMB data
- Measurements of Secondary Cosmic Microwave Background Anisotropies with the South Pole Telescope
- An optically-selected cluster catalog at redshift 0.1<z<1.1 from the Hyper Suprime-Cam Subaru Strategic Program S16A data
- The Atacama Cosmology Telescope: A Measurement of the Cosmic Microwave Background Power Spectrum at 148 and 218 GHz from the 2008 Southern Survey
- X-ray Properties of the First SZE-selected Galaxy Cluster Sample from the South Pole Telescope
- The Atacama Cosmology Telescope: Cosmology from Galaxy Clusters Detected via the Sunyaev-Zel'dovich Effect
- Cosmic microwave background constraints on the duration and timing of reionization from the South Pole Telescope
- Full-sky Gravitational Lensing Simulation for Large-area Galaxy Surveys and Cosmic Microwave Background Experiments
- The Kinematic Sunyaev-Zel'dovich Effect with Projected Fields: A Novel Probe of the Baryon Distribution with Planck, WMAP, and WISE Data
- Angular Power Spectra of the Millimeter Wavelength Background Light from Dusty Star-forming Galaxies with the South Pole Telescope
- Sunyaev-Zel'dovich Cluster Profiles Measured with the South Pole Telescope
- The Atacama Cosmology Telescope: Two-Season ACTPol Lensing Power Spectrum
- The Atacama Cosmology Telescope: A Measurement of the 600< ell <8000 Cosmic Microwave Background Power Spectrum at 148 GHz
- CMB Lensing Power Spectrum Biases from Galaxies and Clusters using High-angular Resolution Temperature Maps
- Extragalactic Foreground Contamination in Temperature-based CMB Lens Reconstruction
- Detection of Thermal SZ -- CMB Lensing Cross-Correlation in Planck Nominal Mission Data
- An Improved Measurement of the Secondary Cosmic Microwave Background Anisotropies from the SPT-SZ + SPTpol Surveys
- The Websky Extragalactic CMB Simulations
- Hot Gas in Galaxy Groups: Recent Observations
- Beyond y and μ: the shape of the CMB spectral distortions in the intermediate epoch, 1.5x10^4 < z < 2x10^5
- The Atacama Cosmology Telescope: Dynamical Masses and Scaling Relations for a Sample of Massive Sunyaev-Zel'dovich Effect Selected Galaxy Clusters
- The Atacama Cosmology Telescope: A CMB lensing mass map over 2100 square degrees of sky and its cross-correlation with BOSS-CMASS galaxies
- Deconstructing the kinetic SZ Power Spectrum
- Evolution of the Merger Induced Hydrostatic Mass Bias in Galaxy Clusters
- Templates for the Sunyaev-Zel'dovich Angular Power Spectrum
- The Atacama Cosmology Telescope: Cross-Correlation of CMB Lensing and Quasars
- The kinetic Sunyaev-Zel'dovich signal from inhomogeneous reionization: a parameter space study
- LoCuSS: The Sunyaev-Zel'dovich Effect and Weak Lensing Mass Scaling Relation
- The First Public Release of South Pole Telescope Data: Maps of a 95-square-degree Field from 2008 Observations
- The Atacama Cosmology Telescope: Extragalactic Sources at 148 GHz in the 2008 Survey
- The thermal Sunyaev Zel'dovich effect power spectrum in light of Planck
- Improved constraints on cosmic microwave background secondary anisotropies from the complete 2008 South Pole Telescope data
- A Measurement of Gravitational Lensing of the Cosmic Microwave Background by Galaxy Clusters Using Data from the South Pole Telescope
- The Kinematic Sunyaev-Zel'dovich Effect with Projected Fields II: prospects, challenges, and comparison with simulations
- The Atacama Cosmology Telescope: Lensing of CMB Temperature and Polarization Derived from Cosmic Infrared Background Cross-Correlation
- Foreground-immune CMB lensing with shear-only reconstruction
- The Stellar Mass Growth of Brightest Cluster Galaxies in the IRAC Shallow Cluster Survey
- Lower bias, lower noise CMB lensing with foreground-hardened estimators
- The Atacama Cosmology Telescope: Dusty Star-Forming Galaxies and Active Galactic Nuclei in the Southern Survey
- A measurement of the secondary-CMB and millimeter-wave-foreground bispectrum using 800 square degrees of South Pole Telescope data
- Modelling the correlation between the thermal Sunyaev Zel'dovich effect and the cosmic infrared background
- The scatter and evolution of the global hot gas properties of simulated galaxy cluster populations
- Galaxy Cluster Scaling Relations between Bolocam Sunyaev-Zel'dovich Effect and Chandra X-ray Measurements
- The Atacama Cosmology Telescope: Detection of Sunyaev-Zel'dovich Decrement in Groups and Clusters Associated with Luminous Red Galaxies
- Bias to CMB Lensing Reconstruction from Temperature Anisotropies due to Large-Scale Galaxy Motions
- The pressure profiles of hot gas in local galaxy groups
- Merger induced scatter and bias in the cluster mass - Sunyaev-Zeldovich effect scaling relation
- Detecting clusters of galaxies and active galactic nuclei in an eROSITA all-sky survey digital twin
- Constraints on the redshift evolution of astrophysical feedback with Sunyaev-Zeldovich effect cross-correlations
- A Measurement of the Millimeter Emission and the Sunyaev-Zel'dovich Effect Associated with Low-Frequency Radio Sources
- The Atacama Cosmology Telescope: A Measurement of the Thermal Sunyaev-Zel'dovich Effect Using the Skewness of the CMB Temperature Distribution
- Reconstruction of high-resolution SZ maps from heterogeneous datasets using needlets
- A comparative study of radio halo occurrence in SZ and X-ray selected galaxy cluster samples
- The Atacama Cosmology Telescope: Calibration with WMAP Using Cross-Correlations
- Simulations of the Pairwise Kinematic Sunyaev-Zel'dovich Signal
- Power-Law Template for IR Point Source Clustering
- Foreground Biases on Primordial Non-Gaussianity Measurements from the CMB Temperature Bispectrum: Implications for Planck and Beyond
- Prospects for measuring the relative velocities of galaxy clusters in photometric surveys using the kinetic Sunyaev-Zel'dovich Effect
- Mass Calibration of Optically Selected DES clusters using a Measurement of CMB-Cluster Lensing with SPTpol Data
- High-Redshift Cool-Core Galaxy Clusters Detected via the Sunyaev--Zel'dovich Effect in the South Pole Telescope Survey
- A Simple Empirically Motivated Template for the Unresolved Thermal Sunyaev-Zeldovich Effect
- Combining ILC and moment expansion techniques for extracting average-sky signals and CMB anisotropies
- Characterisation of the non-Gaussianity of radio and IR point-sources at CMB frequencies
- The Contribution of Radio Galaxy Contamination to Measurements of the Sunyaev-Zel'dovich Decrement in Massive Galaxy Clusters at 140 GHz with Bolocam
- Non-Gaussianity of the Cosmic Infrared Background anisotropies I : Diagrammatic formalism and application to the angular bispectrum
- Partially Constrained Internal Linear Combination: a method for low-noise CMB foreground mitigation
- Modeling Extragalactic Foregrounds and Secondaries for Unbiased Estimation of Cosmological Parameters From Primary CMB Anisotropy
- The ISW-tSZ cross correlation: ISW extraction out of pure CMB data
- Cosmological Constraints from Moments of the Thermal Sunyaev-Zel'dovich Effect
- Measuring the Small-Scale Matter Power Spectrum with High-Resolution CMB Lensing
- Likelihood methods for CMB experiments
- Exploring KSZ velocity reconstruction with -body simulations and the halo model
- Investigating Cluster Astrophysics and Cosmology with Cross-Correlation of the Thermal Sunyaev-Zel'dovich Effect and Weak Lensing
- The Atacama Cosmology Telescope: High-Resolution Sunyaev-Zel'dovich Array Observations of ACT SZE-selected Clusters from the Equatorial Strip
- First Constraints on the Epoch of Reionization Using the non-Gaussianity of the Kinematic Sunyaev-Zel{'}dovich Effect from the South Pole Telescope and {\it Herschel}-SPIRE Observations
- Baryon Pasting Algorithm: Halo-based and Particle-based Pasting Methods
- Optimal multifrequency weighting for CMB lensing
- Isocurvature perturbations in extra radiation
- MillimeterDL: Deep Learning Simulations of the Microwave Sky
- Joint analysis of DES Year 3 data and CMB lensing from SPT and Planck I: Construction of CMB Lensing Maps and Modeling Choices
- Reionization on Large Scales II: Detecting Patchy Reionization through Cross Correlation of the Cosmic Microwave Background
- Simulated catalogs and maps of radio galaxies at millimeter wavelengths in Websky
- Optical-SZE Scaling Relations for DES Optically Selected Clusters within the SPT-SZ Survey
- CMB lensing reconstruction biases from masking extragalactic sources
- Parameterizing and Measuring Dark Energy Trajectories from Late-Inflatons
- Velocity dispersion and dynamical mass for 270 galaxy clusters in the Planck PSZ1 catalogue
- High Frequency Cluster Radio Galaxies: Luminosity Functions and Implications for SZE Selected Cluster Samples
- Measuring Bulk Flow of Galaxy Clusters using Kinematic Sunyaev-Zel'dovich effect: Prediction for Planck
- Imprints of gravitational lensing in the Planck CMB data at the location of WISExSCOS galaxies
- Inadequacy of internal covariance estimation for super-sample covariance
- DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning
- Superclustering with the Atacama Cosmology Telescope and Dark Energy Survey: I. Evidence for thermal energy anisotropy using oriented stacking
- An Inpainting Approach to Tackle the Kinematic and Thermal SZ Induced Biases in CMB-Cluster Lensing Estimators
- Semi-blind Bayesian inference of CMB map and power spectrum
- The effects of the small-scale behaviour of dark matter power spectrum on CMB spectral distortion
- CMB-HD: Astro2020 RFI Response
- Galaxy cluster scaling relations measured with APEX-SZ
- Mitigating Foreground Bias to the CMB Lensing Power Spectrum for a CMB-HD Survey
- Extragalactic CO emission lines in the CMB experiments: a forgotten signal and a foreground
- The Atacama Cosmology Telescope: The LABOCA/ACT Survey of Clusters at All Redshifts
- Generative models of astrophysical fields with scattering transforms on the sphere
- Constraining the intracluster pressure profile from the thermal SZ power spectrum
- Biases to primordial non-Gaussianity measurements from CMB secondary anisotropies
- Lensed CMB power spectrum biases from masking extragalactic sources
- The contribution of star-forming galaxies to fluctuations in the cosmic background light
- Pairwise kSZ signal extraction efficacy and optical depth estimation
- Constraining Intra-cluster Gas Models with AMiBA13
- Sunyaev-Zel'dovich scaling relations from a simple phenomenological model for galaxy clusters
- Introducing constrained matched filters for improved separation of point sources from galaxy clusters
- The HalfDome Multi-Survey Cosmological Simulations: N-body Simulations
- The Atacama Cosmology Telescope: Delensed Power Spectra and Parameters
- Constraining Radio Mode Feedback in Galaxy Clusters with the Cluster Radio AGN Properties to z1
- Identification of galaxy clusters in cosmic microwave background maps using the Sunyaev-Zel'dovich effect
- Suppressing the thermal SZ-induced variance in CMB-cluster lensing estimators
- AGN feedback with the Square Kilometer Array (SKA) and implications for cluster physics and cosmology
- Velocities hasten to tell us about the Universe
- CO Component Estimation Based on the Independent Component Analysis
- The Atacama Cosmology Telescope: Mitigating the impact of extragalactic foregrounds for the DR6 CMB lensing analysis
- A halo model of extragalactic contamination to CMB lensing, delensing, and cross-correlations
- Optimal estimator for the amplitude of the bispectrum from IR sources
- Simulations and Observations of the Microwave Universe
- Impact of Galactic non-Gaussian foregrounds on CMB lensing measurements
- Sensitive 3mm Imaging of Discrete Sources in the Fields of tSZ-Selected Galaxy Clusters
- Delensing for Precision Cosmology: Optimizing Future CMB B-mode Surveys to Constrain r
- Amplitudes of thermal and kinetic Sunyaev-Zel'dovich signals from small-scale CMB anisotropies
- SZ power spectrum and cluster numbers from an extended merger-tree model
- A Generative Model for Realistic Galaxy Cluster X-ray Morphologies
- Cluster optical depth and pairwise velocity estimation using machine learning
- Dissecting the Thermal SZ Power Spectrum by Halo Mass and Redshift in SPT-SZ Data and Simulations
- Optimization and Quality Assessment of Baryon Pasting for Intracluster Gas using the Borg Cube Simulation
- Non-Gaussianity from extragalactic point-sources
- Foreground Predictions for the Cosmic Microwave Background Power Spectrum from Measurements of Faint Inverted Radio Sources at 5 GHz
- Supervised Extraction of the Thermal SunyaevZel'dovich Effect with a Three-Dimensional Convolutional Neural Network
- Fast Baryonic Field Painting for Sunyaev-Zel'dovich Analyses: Transfer Function vs. Hybrid Effective Field Theory
- Revisiting secondary CMB distortions due to kinetic Sunyaev-Zel'dovich effect from quasar bubbles before reionization
- The Bias to Cosmic Microwave Background Lensing Reconstruction from the Kinematic Sunyaev-Zel'dovich Effect at Reionization