Power spectrum multipoles and clustering wedges during the Epoch of Reionization
arXiv:2405.05414 · doi:10.1093/mnras/stae2471
Abstract
We study the viability of using power spectrum clustering wedges as summary statistics of 21cm surveys during the Epoch of Reionization (EoR). For observations in a wide redshift range corresponding to a line-of-sight scale of Mpc, the power spectrum is subject to anisotropic effects due to the evolution along the light-of-sight. Information on the physics of reionization can be extracted from the anisotropy using the power spectrum multipoles. Signals of the power spectrum monopole are highly correlated at scales smaller than the typical ionization bubble, which can be disentangled by including higher-order multipoles. By simulating observations of the low frequency part of the Square Kilometre Array (SKA) Observatory, we find that the sampling of the cylindrical wavenumber -space is highly non-uniform due to the baseline distribution, i.e. the distribution of antenna pairs sampling different transverse scales. Measurements in clustering wedges partition the cylindrical -space into different radial scales, and can be used for isolating parts of -space with relatively uniform sampling, allowing for more precise parameter inference. Using Fisher Matrix forecasts, we find that the reionization model can be inferred with per-cent level precision with hrs of integration time using SKA-Low. Compared to model inference using only the power spectrum monopole above the foreground wedge, model inference using multipole power spectra in clustering wedges yields a factor of improvement on the marginalised 1D parameter constraints.
17 pages, 18 figures. updated to match the version accepted by MNRAS
References in corpus (48)
- Array Programming with NumPy
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- CASA, the Common Astronomy Software Applications for Radio Astronomy
- A Comprehensive Study on Galaxies at z~9-16 Found in the Early JWST Data: UV Luminosity Functions and Cosmic Star-Formation History at the Pre-Reionization Epoch
- CEERS Key Paper I: An Early Look into the First 500 Myr of Galaxy Formation with JWST
- The James Webb Space Telescope Mission
- Efficient Simulations of Early Structure Formation and Reionization
- Early results from GLASS-JWST. III: Galaxy candidates at z9-15
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Hydrogen reionisation ends by : Lyman- optical depth measured by the XQR-30 sample
- The Epoch of Reionization Window: I. Mathematical Formalism
- Discovery and properties of ultra-high redshift galaxies () in the JWST ERO SMACS 0723 Field
- Revisiting the radio interferometer measurement equation. I. A full-sky Jones formalism
- 21CMMC: an MCMC analysis tool enabling astrophysical parameter studies of the cosmic 21 cm signal
- Deep multi-redshift limits on Epoch of Reionisation 21cm Power Spectra from Four Seasons of Murchison Widefield Array Observations
- First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum
- Improved Constraints on the 21 cm EoR Power Spectrum and the X-Ray Heating of the IGM with HERA Phase I Observations
- A Method for 21cm Power Spectrum Estimation in the Presence of Foregrounds
- The low-frequency environment of the Murchison Widefield Array: radio-frequency interference analysis and mitigation
- 21cmFAST v3: A Python-integrated C code forgenerating 3D realizations of the cosmic 21cm signal
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: Cosmological implications of the Fourier space wedges of the final sample
- Are the ultra-high-redshift galaxies at z > 10 surprising in the context of standard galaxy formation models?
- 21-cm Background Anisotropies Can Discern Primordial Non-Gaussianity
- HI intensity mapping with MeerKAT: power spectrum detection in cross-correlation with WiggleZ galaxies
- Anticipated Performance of the Square Kilometre Array -- Phase 1 (SKA1)
- HI constraints from the cross-correlation of eBOSS galaxies and Green Bank Telescope intensity maps
- Detection of Cosmological 21 cm Emission with the Canadian Hydrogen Intensity Mapping Experiment
- Early results from GLASS-JWST. XI: Stellar masses and mass-to-light ratio of z>7 galaxies
- Mitigating Internal Instrument Coupling II: A Method Demonstration with the Hydrogen Epoch of Reionization Array
- Bubble size statistics during reionization from 21-cm tomography
- Simulation-Based Inference of Reionization Parameters From 3D Tomographic 21 cm Lightcone Images
- A new MWA limit on the 21 cm Power Spectrum at Redshifts 13 17
- A Large Population of Faint 8<z<16 Galaxies Found in the First JWST NIRCam Observations of the NGDEEP Survey
- The trispectrum of 21-cm background anisotropies as a probe of primordial non-Gaussianity
- Gaussian Process Foreground Subtraction and Power Spectrum Estimation for 21 cm Cosmology
- Measuring the topology of reionization with Betti numbers
- Studying 21cm power spectrum with one-point statistics
- Constraining the X-ray heating and reionization using 21-cm power spectra with Marginal Neural Ratio Estimation
- A direct detection of neutral hydrogen intensity mapping on Mpc scales at and
- Power spectrum multipole expansion for HI intensity mapping experiments: unbiased parameter estimation
- The impact of non-Gaussianity on the Epoch of Reionization parameter forecast using 21-cm power spectrum measurements
- Detecting the HI Power Spectrum in the Post-Reionization Universe with SKA-Low
- Exploring the consequences of chromatic data excision in 21-cm Epoch of Reionization power spectrum observations
- Multipole expansion for 21cm Intensity Mapping power spectrum: forecasted cosmological parameters estimation for the SKA Observatory
- Interferometric HI intensity mapping: perturbation theory predictions and foreground removal effects
- Could Sample Variance be Responsible for the Parity-Violating Signal Seen in the BOSS Galaxy Survey?
- Towards Optimal Foreground Mitigation Strategies for Interferometric HI Intensity Mapping in the Low-Redshift Universe
- Inferring astrophysical parameters using the 2D cylindrical power spectrum from reionisation