Probing the large-scale structure with 21cm-galaxy cross-bispectrum: Estimates from simulations and forecasts for upcoming cosmological surveys
arXiv:2604.15440 · doi:10.3847/1538-4357/ae78d5
Abstract
The redshifted 21cm signal from the post-reionization epoch is highly non-Gaussian; thus, higher-order statistics, such as the bispectrum, are required to extract this non-Gaussian information. However, high signal-to-noise ratio (SNR) detection of the 21cm auto-bispectrum will be hindered by the presence of residual systematics. Cross-correlating the 21cm signal with galaxies offers a promising path to suppress this uncertainty from residual systematics and potentially increase the SNR. We present a comprehensive analysis of the HI-galaxy cross-bispectrum using the predictions of theoretical galaxy evolution models defined on large cosmological volumes. Our analysis includes the cross-bispectrum for different triangle sizes and shapes, as well as for different combinations of the HI and galaxy fields. We forecast the detectability of the 21cm-galaxy cross-bispectrum at redshift with the Euclid-like galaxy survey and SKA-Mid observations in both interferometric and single-dish modes of the survey. We find that the 21cm-galaxy cross-bispectrum shows enhanced detectability compared to the 21cm auto-bispectrum for all unique triangles in the interferometric mode of observations. We forecast a 10 detection of the cross-bispectrum for squeezed-limit triangles and a 100 detection for all shapes combined for scales with 100 hours of SKA-Mid observations per pointing. However, the detectability of the cross-bispectrum for large scales (), which is accessible with the single-dish mode of the survey, is limited by cosmic variance. Additionally, the signal loss due to foreground removal further suppresses the detectability. Our analysis presents a first step toward an end-to-end analysis pipeline for the future 21cm-galaxy cross-bispectrum observations.
Published in ApJ
References in corpus (90)
- emcee: The MCMC Hammer
- Populating a cluster of galaxies - I. Results at z=0
- Large-Scale Structure of the Universe and Cosmological Perturbation Theory
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- Non-Gaussianity from Inflation: Theory and Observations
- The Five-Hundred-Meter Aperture Spherical Radio Telescope (FAST) Project
- Large-Scale Galaxy Bias
- Galaxy Evolution from Halo Occupation Distribution Modeling of DEEP2 and SDSS Galaxy Clustering
- Redshift-Space Distortions, Pairwise Velocities and Nonlinearities
- Baryon Acoustic Oscillations in 2D: Modeling Redshift-space Power Spectrum from Perturbation Theory
- Baryon Acoustic Oscillation Intensity Mapping as a Test of Dark Energy
- Measurement of 21 cm brightness fluctuations at z ~ 0.8 in cross-correlation
- Late-time cosmology with 21cm intensity mapping experiments
- Cosmology with Phase 1 of the Square Kilometre Array; Red Book 2018: Technical specifications and performance forecasts
- Determination of z~0.8 neutral hydrogen fluctuations using the 21 cm intensity mapping auto-correlation
- Accurate Estimators of Correlation Functions in Fourier Space
- Fast Estimators for Redshift-Space Clustering
- Ingredients for 21cm intensity mapping
- Galaxy assembly, stellar feedback and metal enrichment: the view from the GAEA model
- The Bispectrum: From Theory to Observations
- Foreground Removal using FastICA: A Showcase of LOFAR-EoR
- Lack of clustering in low-redshift 21-cm intensity maps cross-correlated with 2dF galaxy densities
- HIRAX: A Probe of Dark Energy and Radio Transients
- Twenty-one centimeter tomography with foregrounds
- 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
- The Scale of the Problem : Recovering Images of Reionization with GMCA
- Cosmological information in the redshift-space bispectrum
- Using HI to probe large scale structures at z ~ 3
- Galaxy formation in the Planck Millennium: the atomic hydrogen content of dark matter halos
- Modelling the number density of Halpha emitters for future spectroscopic near-IR space missions
- HI intensity mapping with MeerKAT: power spectrum detection in cross-correlation with WiggleZ galaxies
- HI Fluctuations at Large Redshifts: I--Visibility correlation
- An improved fitting formula for the dark matter bispectrum
- Elemental Abundances in Milky Way-like Galaxies from a Hierarchical Galaxy Formation Model
- LRP 2020 Whitepaper: The Canadian Hydrogen Observatory and Radio-transient Detector (CHORD)
- Detection of Cosmological 21 cm Emission with the Canadian Hydrogen Intensity Mapping Experiment
- H-based star formation laws in hierarchical models of galaxy formation
- HI intensity mapping with MeerKAT: Calibration pipeline for multi-dish autocorrelation observations
- A User's Guide to Extracting Cosmological Information from Line-Intensity Maps
- SKAO HI Intensity Mapping: Blind Foreground Subtraction Challenge
- Extracting HI cosmological signal with Generalized Needlet Internal Linear Combination
- The influence of environment on satellite galaxies in the GAEA semi-analytic model
- Recovery of 21 cm intensity maps with sparse component separation
- The atomic Hydrogen content of the post-reionization Universe
- The BINGO Project I: Baryon Acoustic Oscillations from Integrated Neutral Gas Observations
- The effect of non-Gaussianity on error predictions for the Epoch of Reionization (EoR) 21-cm power spectrum
- The Rise of Active Galactic Nuclei in the GAlaxy Evolution and Assembly semi-analytic model
- Tracing the Quenching Journey across Cosmic Time
- Hi intensity mapping with MeerKAT: Primary beam effects on foreground cleaning
- Impact of Foregrounds on HI Intensity Mapping Cross-Correlations with Optical Surveys
- Forecasts on Primordial non-Gaussianity from 21 cm Intensity Mapping experiments
- Insights from probability distribution functions of intensity maps
- Cosmological Information in the Marked Power Spectrum of the Galaxy Field
- Quantifying the Redshift Space Distortion of the Bispectrum I: Primordial Non-Gaussianity
- Euclid. V. The Flagship galaxy mock catalogue: a comprehensive simulation for the Euclid mission
- HI Fluctuations at Large Redshifts: III - Simulating the Signal Expected at GMRT
- Redshifted 21-cm Bispectrum I: Impact of the Redshift Space Distortions on the Signal from the Epoch of Reionization
- The Shape and Size distribution of HII Regions near the percolation transition
- The foreground transfer function for HI intensity mapping signal reconstruction: MeerKLASS and precision cosmology applications
- Detecting the relativistic bispectrum in 21cm intensity maps
- Probing the bispectrum at high redshifts using 21 cm HI observations
- The Dark Energy Spectroscopic Instrument (DESI)
- Detecting the power spectrum turnover with HI intensity mapping
- Study on the mapping of dark matter clustering from real space to redshift space
- Cosmological constraints from the power spectrum and bispectrum of 21cm intensity maps
- Probing primordial non-Gaussianity with the power spectrum and bispectrum of future 21cm intensity maps
- Power spectrum multipole expansion for HI intensity mapping experiments: unbiased parameter estimation
- The HI intensity mapping bispectrum including observational effects
- Data Processing Pipeline For Tianlai Experiment
- Multi-tracer power spectra and bispectra: Formalism
- Euclid preparation. XLI. Galaxy power spectrum modelling in real space
- Full-sky bispectrum in redshift space for 21cm intensity maps
- 21cm Signal Recovery via the Robust Principle Component Analysis
- Modelling the post-reionization neutral hydrogen () 21-cm bispectrum
- An HI intensity mapping survey with a Phased Array Feed
- A fast estimator for quantifying the shape dependence of the 3D bispectrum
- Hydrogen intensity mapping with MeerKAT: Preserving cosmological signal by optimising contaminant separation
- Distinguishing reionization models using the largest cluster statistics of the 21-cm maps
- Probing primordial non-Gaussianity: The 3D Bispectrum of Ly-alpha forest and the redshifted 21-cm signal from the post reionization epoch
- The gravitational and lensing-ISW bispectrum of 21cm radiation
- Radio-optical synergies at high redshift to constrain primordial non-Gaussianity
- Towards Accurate Modeling of Line-Intensity Mapping One-Point Statistics: Including Extended Profiles
- Cosmological constraints from the EFT power spectrum and tree-level bispectrum of 21cm intensity maps
- Galaxy Assembly and Evolution in the P-Millennium simulation: galaxy clustering
- Boosting HI-Galaxy Cross-Clustering Signal through Higher-Order Cross-Correlations
- Constraining primordial non-Gaussianity by combining photometric galaxy and 21cm intensity mapping surveys
- Large, fast and accurate HI intensity maps with latent overlap diffusion
- Tracing Large-Scale Structure Morphology with Multiwavelength Line Intensity Maps