HI constraints from the cross-correlation of eBOSS galaxies and Green Bank Telescope intensity maps
arXiv:2102.04946 · doi:10.1093/mnras/stab3621
Abstract
We present the joint analysis of Neutral Hydrogen (HI) Intensity Mapping observations with three galaxy samples: the Luminous Red Galaxy (LRG) and Emission Line Galaxy (ELG) samples from the eBOSS survey, and the WiggleZ Dark Energy Survey sample. The HI intensity maps are Green Bank Telescope observations of the redshifted 21cm emission on 100deg2 covering the redshift range . We process the data by separating and removing the foregrounds with FastICA, and construct a transfer function to correct for the effects of foreground removal on the HI signal. We cross-correlate the cleaned HI data with the galaxy samples and study the overall amplitude as well as the scale-dependence of the power spectrum. We also qualitatively compare our findings with the predictions by a semi-analytic galaxy evolution simulation. The cross-correlations constrain the quantity at an effective scale , where is the HI density fraction, is the HI bias, and the galaxy-hydrogen correlation coefficient, which is dependent on the HI content of the optical galaxy sample. At we find for GBT-WiggleZ, for GBT-ELG, and for GBT-LRG, at . We also report results at and . With little information on HI parameters beyond our local Universe, these are amongst the most precise constraints on neutral hydrogen density fluctuations in an underexplored redshift range.
18 pages, 19 figures, 1 table; accepted by MNRAS
References in corpus (40)
- The NumPy array: a structure for efficient numerical computation
- The 2.5 m Telescope of the Sloan Digital Sky Survey
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological Implications from two Decades of Spectroscopic Surveys at the Apache Point observatory
- 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
- Late-time cosmology with 21cm intensity mapping experiments
- 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 power spectrum between redshifts 0.6 and 1.0
- How accurately can 21 cm tomography constrain cosmology?
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Large-scale Structure Catalogs for Cosmological Analysis
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the emission line galaxy sample from the anisotropic power spectrum between redshift 0.6 and 1.1
- A Method for 21cm Power Spectrum Estimation in the Presence of Foregrounds
- The Neutral Hydrogen Cosmological Mass Density at z=5
- The HI content of star-forming galaxies at z = 0.24
- Blind foreground subtraction for intensity mapping experiments
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Growth rate of structure measurement from anisotropic clustering analysis in configuration space between redshift 0.6 and 1.1 for the Emission Line Galaxy sample
- Building disc structure and galaxy properties through angular momentum: The DARK SAGE semi-analytic model
- New HI scaling relations to probe the HI content of galaxies via global HI-deficiency maps
- HI 21-centimetre emission from an ensemble of galaxies at an average redshift of one
- HI intensity mapping with MeerKAT: Calibration pipeline for multi-dish autocorrelation observations
- SKAO HI Intensity Mapping: Blind Foreground Subtraction Challenge
- 21cm foregrounds and polarization leakage: a user's guide on cleaning and mitigation strategies
- Recovery of 21 cm intensity maps with sparse component separation
- Comparing Foreground Removal Techniques for Recovery of the LOFAR-EoR 21cm Power Spectrum
- Impact of Foregrounds on HI Intensity Mapping Cross-Correlations with Optical Surveys
- The Tianlai Dish Pathfinder Array: design, operation and performance of a prototype transit radio interferometer
- Direct Measurement of the HI-Halo Mass Relation through Stacking
- The Tianlai Cylinder Pathfinder Array: System Functions and Basic Performance Analysis
- An accurate low-redshift measurement of the cosmic neutral hydrogen density
- HI intensity mapping with MeerKAT: 1/f noise analysis
- The Completed SDSS-IV Extended Baryon Oscillation Spectroscopic Survey: N-body Mock Challenge for Galaxy Clustering Measurements
- xGASS: The Impact of Photometric Bulges on the Scatter of HI Scaling Relations
- Measuring the growth of structure with intensity mapping surveys
- Multipole expansion for HI intensity mapping experiments: simulations and modelling
- The HI mass function of group galaxies in the ALFALFA survey
- Power spectrum multipole expansion for HI intensity mapping experiments: unbiased parameter estimation
- Luminous Red Galaxies: Selection and classification by combining optical and infrared photometry
- HIR4: cosmology from a simulated neutral hydrogen full sky using Horizon Run 4
- HI Deficiencies and Asymmetries in HIPASS Galaxies
- The growth of bulges and discs in relatively HI-rich galaxies: indication from HI scaling relations
Cited by in corpus (63)
- HI intensity mapping with MeerKAT: power spectrum detection in cross-correlation with WiggleZ galaxies
- Detection of Cosmological 21 cm Emission with the Canadian Hydrogen Intensity Mapping Experiment
- Cosmology Intertwined: A Review of the Particle Physics, Astrophysics, and Cosmology Associated with the Cosmological Tensions and Anomalies
- The foreground transfer function for HI intensity mapping signal reconstruction: MeerKLASS and precision cosmology applications
- Eliminating Primary Beam Effect in Foreground Subtraction of Neutral Hydrogen Intensity Mapping Survey with Deep Learning
- The Second Radio Synchrotron Background Workshop: Conference Summary and Report
- An Intensity Mapping Constraint on the CO-Galaxy Cross Power Spectrum at Redshift ~ 3
- A direct detection of neutral hydrogen intensity mapping on Mpc scales at and
- Detecting the power spectrum turnover with HI intensity mapping
- Prospects for 21cm-Galaxy Cross-Correlations with HERA and the Roman High-Latitude Survey
- The Tianlai dish array low-z surveys forecasts
- Cosmological Probes of Structure Growth and Tests of Gravity
- Testing gravity with gravitational waves electromagnetic probes cross-correlations
- Eliminating polarization leakage effect for neutral hydrogen intensity mapping with deep learning
- Forecasting the Cross-Correlation of the CSST galaxy survey with the FAST HI Intensity Map
- Forecasts and Statistical Insights for Line Intensity Mapping Cross-Correlations: A Case Study with 21cm x [CII]
- Detecting the HI Power Spectrum in the Post-Reionization Universe with SKA-Low
- Towards 21-cm Intensity Mapping at with uGMRT using the Tapered Gridded Estimator I: Foreground Avoidance
- Extragalactic Science with the Experiment for Cryogenic Large-aperture Intensity Mapping
- Multipole expansion for 21cm Intensity Mapping power spectrum: forecasted cosmological parameters estimation for the SKA Observatory
- HI intensity mapping with MeerKAT: forecast for delay power spectrum measurement using interferometer mode
- Constraining low redshift [CII] Emission by Cross-Correlating FIRAS and BOSS Data
- Interferometric HI intensity mapping: perturbation theory predictions and foreground removal effects
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator III: Foreground removal
- Emission-line Stacking of 21cm Intensity Maps with MeerKLASS: Inference Pipeline and Application to the L-band Deep-field Data
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator -- IV. Wideband analysis
- 21-cm foreground removal using AI and frequency-difference technique
- Cross-Correlation Forecast of CSST Spectroscopic Galaxy and MeerKAT Neutral Hydrogen Intensity Mapping Surveys
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator II: Cross-polarization power spectrum
- Characteristic Functions for Cosmological Cross-Correlations
- Unveiling the Universe with Emerging Cosmological Probes
- Towards Accurate Modeling of Line-Intensity Mapping One-Point Statistics: Including Extended Profiles
- Baryon acoustic oscillations from HI intensity mapping: the importance of cross-correlations in the monopole and quadrupole
- Boosting Line Intensity Map Signal-to-Noise with the Ly- Forest Cross-Correlation
- Towards Optimal Foreground Mitigation Strategies for Interferometric HI Intensity Mapping in the Low-Redshift Universe
- Fast Simulation of Cosmological Neutral Hydrogen based on the Halo Model
- Model-Independent Test for Gravity using Intensity Mapping and Galaxy Clustering
- HI Intensity Mapping with the MIGHTEE Survey: First Results of the HI Power Spectrum
- Prospects for cosmological research with the FAST array: 21-cm intensity mapping survey observation strategies
- Holographic Beam Measurements of the Canadian Hydrogen Intensity Mapping Experiment (CHIME)
- 21 cm Intensity Mapping with the DSA-2000
- FAST Drift Scan Survey for HI Intensity Mapping. II. Stacking-based Beam Construction of the 19-feed Array at GHz
- Beam Maps of the Canadian Hydrogen Intensity Mapping Experiment (CHIME) Measured with a Drone
- Large, fast and accurate HI intensity maps with latent overlap diffusion
- A Digital Calibration Source for 21cm Cosmology Telescopes
- Removal of interloper contamination to line-intensity maps using correlations with ancillary tracers of the large-scale structure
- A simulation experiment of a pipeline based on machine learning for neutral hydrogen intensity mapping surveys
- Direct correlation of line intensity mapping and CMB lensing from evolution along the lightcone
- Exploring HI Galaxy Redshift Survey Strategies for the FAST Core Array Interferometry
- A quadratic estimator view of the transfer function correction in intensity mapping surveys
- Foreground removal in HI 21 cm intensity mapping under frequency-dependent beam distortions
- HI Intensity Mapping cross-correlation with thermal SZ fluctuations: forecasted cosmological parameters estimation for FAST and Planck
- Needlets and foreground removal for SKAO hydrogen intensity maps
- Constraining the [CII] luminosity function from the power spectrum of line-intensity maps at redshift 3.6
- Deep learning with hybrid frequency differencing and principal component analysis for 21-cm foreground and beam mitigation
- Semi-empirical constraints on the HI mass function of star-forming galaxies and at from interferometric surveys
- Power spectrum multipoles and clustering wedges during the Epoch of Reionization
- Nearest Neighbour-Based Statistics for 21cm-Galaxy Cross-Correlations in the Epoch of Reionization
- Seeing Wiggles without Seeing Wiggles: BAO Recovery in 21 cm Intensity Mapping with Deep Learning
- Removing systematics-induced 21-cm foreground residuals by cross-correlating filtered data
- Comparison of Cross-Correlation Methods for Line Intensity Mapping
- An Overview of CHIME, the Canadian Hydrogen Intensity Mapping Experiment
- Clustering redshifts with the 21cm-galaxy cross-bispectrum