Baryon acoustic oscillations from HI intensity mapping: the importance of cross-correlations in the monopole and quadrupole
arXiv:2111.11347 · doi:10.1093/mnras/stac2484
Abstract
Cosmological parameter estimation in the post-reionisation era via neutral hydrogen radio emission ($\text{\hi}$), is among the key science goals of the forthcoming SKA Observatory (SKAO). This paper explores detection capability for baryon acoustic oscillations (BAO) with a suite of \(100\) simulations introducing the main limitations from foreground contamination and poor angular resolution caused by the radio telescope beam. Such broad single-dish beam representing a serious challenge for BAO detection with \hi\ intensity mapping, we investigate a multipole expansion approach as a means for mitigating such limitations. We also showcase the gains made from cross-correlating the \hi\ intensity mapping data with an overlapping spectroscopic galaxy survey, aiming to test potential synergies between the SKA Project and other future cosmological experiments at optical/near-infrared wavelengths. For our data set at , replicating the essential features of an SKAO \hi\ intensity mapping survey, we were able to achieve a detection of BAO features in auto-correlation despite the dominant beam effect. Cross-correlation with an overlapping galaxy survey can increase this to a detection. Furthermore, including the power spectrum quadrupole besides the monopole in a joint fit can approximately double the BAO detection significance. Despite not implementing a radial-only analysis in favour of the three-dimensional and its multipoles, we were still able to obtain robust constraints on the radial Alcock-Paczynski parameter, whereas the perpendicular parameter remains unconstrained and prior dominated due to beam effects.
arXiv comment18 pages, 13 figures; fixed formatting and references
References in corpus (86)
- emcee: The MCMC Hammer
- The NumPy array: a structure for efficient numerical computation
- Planck 2015 results. XIII. Cosmological parameters
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Parameter Results
- Efficient Computation of CMB anisotropies in closed FRW models
- Detection of the Baryon Acoustic Peak in the Large-Scale Correlation Function of SDSS Luminous Red Galaxies
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- The 6dF Galaxy Survey: Baryon Acoustic Oscillations and the Local Hubble Constant
- The Cosmic Linear Anisotropy Solving System (CLASS) II: Approximation schemes
- Baryonic Features in the Matter Transfer Function
- Stable clustering, the halo model and nonlinear cosmological power spectra
- The Cosmic Microwave Background Spectrum from the Full COBE/FIRAS Data Set
- Planck 2018 results. I. Overview and the cosmological legacy of Planck
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- Revising the Halofit Model for the Nonlinear Matter Power Spectrum
- Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report
- Cosmology and Fundamental Physics with the Euclid Satellite
- Cosmology and fundamental physics with the Euclid satellite
- The 2dF Galaxy Redshift Survey: The power spectrum and the matter content of the universe
- The linear power spectrum of observed source number counts
- The Cosmic Linear Anisotropy Solving System (CLASS) I: Overview
- A model of diffuse Galactic Radio Emission from 10 MHz to 100 GHz
- What galaxy surveys really measure
- Nonlinear Evolution of Baryon Acoustic Oscillations
- Baryon Acoustic Oscillation Intensity Mapping as a Test of Dark Energy
- Measurement of 21 cm brightness fluctuations at z ~ 0.8 in cross-correlation
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the luminous red galaxy sample from the anisotropic correlation function between redshifts 0.6 and 1
- Cosmology with Phase 1 of the Square Kilometre Array; Red Book 2018: Technical specifications and performance forecasts
- nbodykit: an open-source, massively parallel toolkit for large-scale structure
- General Relativistic Description of the Observed Galaxy Power Spectrum: Do We Understand What We Measure?
- HI intensity mapping : a single dish approach
- The DESI Experiment Part II: Instrument Design
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: RSD measurement from the LOS-dependent power spectrum of DR12 BOSS galaxies
- Statistical Probes of Reionization With 21 cm Tomography
- An Improved Model of Diffuse Galactic Radio Emission from 10 MHz to 5 THz
- Lack of clustering in low-redshift 21-cm intensity maps cross-correlated with 2dF galaxy densities
- Baryonic Acoustic Oscillations in 21cm Emission: A Probe of Dark Energy out to High Redshifts
- Blind foreground subtraction for intensity mapping experiments
- Neutral hydrogen surveys for high redshift galaxy clusters and proto-clusters
- Using HI to probe large scale structures at z ~ 3
- HI constraints from the cross-correlation of eBOSS galaxies and Green Bank Telescope intensity maps
- The effect of foreground subtraction on cosmological measurements from Intensity Mapping
- How well can we measure and understand foregrounds with 21 cm experiments?
- Beyond the plane-parallel approximation for redshift surveys
- The LSST Dark Energy Science Collaboration (DESC) Science Requirements Document
- Interpreting the unresolved intensity of cosmologically redshifted line radiation
- HI intensity mapping with MeerKAT: Calibration pipeline for multi-dish autocorrelation observations
- Fast simulations for intensity mapping experiments
- SKAO HI Intensity Mapping: Blind Foreground Subtraction Challenge
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: tomographic BAO analysis of DR12 combined sample in Fourier space
- 21cm foregrounds and polarization leakage: a user's guide on cleaning and mitigation strategies
- Baryonic acoustic oscillations from 21cm intensity mapping: the Square Kilometre Array case
- The full-sky relativistic correlation function and power spectrum of galaxy number counts: I. Theoretical aspects
- HI and cosmological constraints from intensity mapping, optical, and CMB surveys
- MeerKLASS: MeerKAT Large Area Synoptic Survey
- Recovery of 21 cm intensity maps with sparse component separation
- The atomic Hydrogen content of the post-reionization Universe
- The Clustering of Galaxies in the Completed SDSS-III Baryon Oscillation Spectroscopic Survey: single-probe measurements from DR12 galaxy clustering -- towards an accurate model
- Impact of Foregrounds on HI Intensity Mapping Cross-Correlations with Optical Surveys
- Hi intensity mapping with MeerKAT: Primary beam effects on foreground cleaning
- Science Impacts of the SPHEREx All-Sky Optical to Near-Infrared Spectral Survey II: Report of a Community Workshop on the Scientific Synergies Between the SPHEREx Survey and Other Astronomy Observatories
- Power spectrum multipoles on the curved sky: an application to the 6-degree Field Galaxy Survey
- Intensity Mapping Cross-Correlations: Connecting the Largest Scales to Galaxy Evolution
- COFFE: a code for the full-sky relativistic galaxy correlation function
- Gaussian Process Regression for foreground removal in HI intensity mapping experiments
- Optimising primordial non-Gaussianity measurements from galaxy surveys
- The degeneracy between primordial non-Gaussianity and foregrounds in 21cm intensity mapping experiments
- Measuring the growth of structure with intensity mapping surveys
- How does non-linear dynamics affect the baryon acoustic oscillation?
- Power spectrum modelling of galaxy and radio intensity maps including observational effects
- Multipole expansion for HI intensity mapping experiments: simulations and modelling
- Detecting the power spectrum turnover with HI intensity mapping
- The HI intensity mapping bispectrum including observational effects
- Power spectrum multipole expansion for HI intensity mapping experiments: unbiased parameter estimation
- Wide angle effects for peculiar velocities
- Probing CDM cosmology with the Evolutionary Map of the Universe survey
- Cleaning foregrounds from single-dish 21cm intensity maps with Kernel Principal Component Analysis
- Science Pipelines for the Square Kilometre Array
- Statistical recovery of the BAO scale from multipoles of the beam-convolved 21cm correlation function
- HI intensity mapping correlation function from UNIT simulations: BAO and observationally induced anisotropy
- A blind method to recover the mask of a deep galaxy survey
- The extended Baryon Oscillation Spectroscopic Survey (eBOSS): testing a new approach to measure the evolution of the structure growth
- High-redshift cosmology with oxygen lines from H surveys
- Smoothing the redshift distributions of random samples for the baryon acoustic oscillations : applications to the SDSS-III BOSS DR12 and QPM mock samples