Galaxy Bias and its Effects on the Baryon Acoustic Oscillations Measurements
arXiv:1104.1178 · doi:10.1088/0004-637X/734/2/94
Abstract
The baryon acoustic oscillation (BAO) feature in the clustering of matter in the universe serves as a robust standard ruler and hence can be used to map the expansion history of the universe. We use high force resolution simulations to analyze the effects of galaxy bias on the measurements of the BAO signal. We apply a variety of Halo Occupation Distributions (HODs) and produce biased mass tracers to mimic different galaxy populations. We investigate whether galaxy bias changes the non-linear shifts on the acoustic scale relative to the underlying dark matter distribution presented by Seo et al (2009). For the less biased HOD models (b < 3), we do not detect any shift in the acoustic scale relative to the no-bias case, typically 0.10% \pm 0.10%. However, the most biased HOD models (b > 3) show a shift at moderate significance (0.79% \pm 0.31% for the most extreme case). We test the one-step reconstruction technique introduced by Eisenstein et al. (2007) in the case of realistic galaxy bias and shot noise. The reconstruction scheme increases the correlation between the initial and final (z = 1) density fields achieving an equivalent level of correlation at nearly twice the wavenumber after reconstruction. Reconstruction reduces the shifts and errors on the shifts. We find that after reconstruction the shifts from the galaxy cases and the dark matter case are consistent with each other and with no shift. The 1-sigma systematic errors on the distance measurements inferred from our BAO measurements with various HODs after reconstruction are about 0.07% - 0.15%.
arXiv commentAccepted by ApJ. 21 pages, 10 figures
References in corpus (39)
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Detection of the Baryon Acoustic Peak in the Large-Scale Correlation Function of SDSS Luminous Red Galaxies
- Baryonic Features in the Matter Transfer Function
- The 2dF Galaxy Redshift Survey: Power-spectrum analysis of the final dataset and cosmological implications
- Baryon Acoustic Oscillations in the Sloan Digital Sky Survey Data Release 7 Galaxy Sample
- Cosmological Constraints from the SDSS Luminous Red Galaxies
- Halo occupation numbers and galaxy bias
- The Dark Side of the Halo Occupation Distribution
- The Halo Occupation Distribution: Towards an Empirical Determination of the Relation Between Galaxies and Mass
- Theoretical Models of the Halo Occupation Distribution: Separating Central and Satellite Galaxies
- Measuring the Baryon Acoustic Oscillation scale using the SDSS and 2dFGRS
- Probing Dark Energy with Baryonic Acoustic Oscillations from Future Large Galaxy Redshift Surveys
- The large-scale structure of the Universe
- Galaxy Evolution from Halo Occupation Distribution Modeling of DEEP2 and SDSS Galaxy Clustering
- Improving Cosmological Distance Measurements by Reconstruction of the Baryon Acoustic Peak
- The Halo Occupation Distribution and the Physics of Galaxy Formation
- The Clustering of Luminous Red Galaxies in the Sloan Digital Sky Survey Imaging Data
- Improved forecasts for the baryon acoustic oscillations and cosmological distance scale
- Baryonic Signatures in Large-Scale Structure
- The Baryonic Acoustic Feature and Large-Scale Clustering in the SDSS LRG Sample
- Halo Occupation Distribution Modeling of Clustering of Luminous Red Galaxies
- Baryonic acoustic oscillations in simulated galaxy redshift surveys
- Virial masses of galactic halos from galaxy-galaxy lensing: theoretical modeling and application to SDSS
- Large-Scale Anisotropic Correlation Function of SDSS Luminous Red Galaxies
- The detectability of baryonic acoustic oscillations in future galaxy surveys
- Initial conditions to cosmological N-body simulations, or how to run an ensemble of simulations
- Cosmological baryonic and matter densities from 600,000 SDSS Luminous Red Galaxies with photometric redshifts
- Acoustic oscillations in the SDSS DR4 Luminous Red Galaxy sample power spectrum
- Non-linear structure formation and the acoustic scale
- Cosmological parameter constraints from SDSS luminous red galaxies: a new treatment of large-scale clustering
- High-precision predictions for the acoustic scale in the non-linear regime
- Modeling Nonlinear Evolution of Baryon Acoustic Oscillations: Convergence Regime of N-body Simulations and Analytic Models
- Calibrating the Baryon Oscillation Ruler for Matter and Halos
- Simulations of Baryon Acoustic Oscillations II: Covariance matrix of the matter power spectrum
- Reconstructing baryon oscillations
- The Correlation Function of Optically Selected Galaxy Clusters in the Sloan Digital Sky Survey
- Simulations of Baryon Oscillations
- First Cosmological Constraints on Dark Energy from the Radial Baryon Acoustic Scale
- What is the best way to measure baryonic acoustic oscillations?
Cited by in corpus (74)
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations in the Data Release 10 and 11 galaxy samples
- The Clustering of the SDSS DR7 Main Galaxy Sample I: A 4 per cent Distance Measure at z=0.15
- Observational Probes of Cosmic Acceleration
- DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations in the Data Release 9 Spectroscopic Galaxy Sample
- A 2% Distance to z=0.35 by Reconstructing Baryon Acoustic Oscillations - I : Methods and Application to the Sloan Digital Sky Survey
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: measurements of the growth of structure and expansion rate at z=0.57 from anisotropic clustering
- The WiggleZ Dark Energy Survey: Improved Distance Measurements to z = 1 with Reconstruction of the Baryonic Acoustic Feature
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Testing gravity with redshift-space distortions using the power spectrum multipoles
- Dark energy two decades after: Observables, probes, consistency tests
- The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations in Fourier-space
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Measuring D_A and H at z=0.57 from the Baryon Acoustic Peak in the Data Release 9 Spectroscopic Galaxy Sample
- Measuring D_A and H at z=0.35 from the SDSS DR7 LRGs using baryon acoustic oscillations
- Combining Full-Shape and BAO Analyses of Galaxy Power Spectra: A 1.6% CMB-independent constraint on H0
- The Effect of Covariance Estimator Error on Cosmological Parameter Constraints
- Time-Sliced Perturbation Theory II: Baryon Acoustic Oscillations and Infrared Resummation
- The MICE Grand Challenge Lightcone Simulation II: Halo and Galaxy catalogues
- A 2% Distance to z=0.35 by Reconstructing Baryon Acoustic Oscillations - II: Fitting Techniques
- The Shift of the Baryon Acoustic Oscillation Scale: A Simple Physical Picture
- Acoustic scale from the angular power spectra of SDSS-III DR8 photometric luminous galaxies
- Iterative initial condition reconstruction
- Improving measurements of H(z) and Da(z) by analyzing clustering anisotropies
- Eulerian BAO Reconstructions and N-Point Statistics
- Extending cosmological tests of General Relativity with the Square Kilometre Array
- Reconstructing the Initial Density Field of the Local Universe: Method and Test with Mock Catalogs
- The Taipan Galaxy Survey: Scientific Goals and Observing Strategy
- Cosmological performance of SKA HI galaxy surveys
- Reconstruction in Fourier space
- Modeling the reconstructed BAO in Fourier space
- Phases of New Physics in the BAO Spectrum
- First Constraint on the Neutrino-Induced Phase Shift in the BAO Spectrum
- The BOSS-WiggleZ overlap region I: Baryon Acoustic Oscillations
- A 2% Distance to z = 0.35 by Reconstructing Baryon Acoustic Oscillations - III : Cosmological Measurements and Interpretation
- Efficient Reconstruction of Linear Baryon Acoustic Oscillations in Galaxy Surveys
- The Clustering of Galaxies in the SDSS-III DR10 Baryon Oscillation Spectroscopic Survey: No Detectable Colour Dependence of Distance Scale or Growth Rate Measurements
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: a tomographic analysis of structure growth and expansion rate from anisotropic galaxy clustering
- An iterative reconstruction of cosmological initial density fields
- The foreground wedge and 21 cm BAO surveys
- Streaming velocities and the baryon-acoustic oscillation scale
- Theoretical Systematics of Future Baryon Acoustic Oscillation Surveys
- Nonlinear Biasing and Redshift-Space Distortions in Lagrangian Resummation Theory and N-body Simulations
- The Clustering of Galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Measuring H(z) and D_A(z) at z = 0.57 with Clustering Wedges
- Cosmological parameter forecasts for HI intensity mapping experiments using the angular power spectrum
- Linearisation with Cosmological Perturbation Theory
- Galaxy formation on the largest scales: The impact of astrophysics on the BAO peak
- Stochastic bias of colour-selected BAO tracers by joint clustering-weak lensing analysis
- Spatial curvature endgame: Reaching the limit of curvature determination
- CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods
- Scale dependence of galaxy biasing investigated by weak gravitational lensing: An assessment using semi-analytic galaxies and simulated lensing data
- The Impact of Wrong Assumptions in BAO Reconstruction
- Halo nonlinear reconstruction
- Baryon acoustic oscillations reconstruction using convolutional neural networks
- Reconstructing Cosmological Initial Conditions from Late-Time Structure with Convolutional Neural Networks
- BAO reconstruction: a swift numerical action method for massive spectroscopic surveys
- Hunting down systematics in baryon acoustic oscillations after cosmic high noon
- Improving reconstruction of the baryon acoustic peak : the effect of local environment
- Accuracy of cosmological parameters using the baryon acoustic scale
- Extending the halo mass resolution of -body simulations
- Removing BAO-peak Shifts with Local Density Transforms
- Accurate Baryon Acoustic Oscillations reconstruction via semi-discrete optimal transport
- Straightening the Density-Displacement Relation with a Logarithmic Transform
- Application of the iterative reconstruction to simulated galaxy fields
- Distance Probes of Dark Energy
- Biased tracer reconstruction with halo mass information
- Efficient Construction of Mock Catalogs for Baryon Acoustic Oscillation Surveys
- The Alcock Paczynski test with Baryon Acoustic Oscillations: systematic effects for future surveys
- Reconstruction with velocities
- Tests of Acoustic Scale Shifts in Halo-based Mock Galaxy Catalogues
- Baryon Acoustic Oscillations analyses with Density-Split Statistics
- The oscillating behavior of the pair correlation function in galaxies
- Streaming Velocity Effects on the Post-reionization 21 cm Baryon Acoustic Oscillation Signal
- Iterative reconstruction excursions for Baryon Acoustic Oscillations and beyond