Imaging and Modeling Data from the Hydrogen Epoch of Reionization Array
arXiv:2002.07692 · doi:10.3847/1538-4365/ab77b1
Abstract
We analyze data from the Hydrogen Epoch of Reionization Array. This is the third in a series of papers on the closure phase delay-spectrum technique designed to detect the HI 21cm emission from cosmic reionization. We present the details of the data and models employed in the power spectral analysis, and discuss limitations to the process. We compare images and visibility spectra made with HERA data, to parallel quantities generated from sky models based on the GLEAM survey, incorporating the HERA telescope model. We find reasonable agreement between images made from HERA data, with those generated from the models, down to the confusion level. For the visibility spectra, there is broad agreement between model and data across the full band of MHz. However, models with only GLEAM sources do not reproduce a roughly sinusoidal spectral structure at the tens of percent level seen in the observed visibility spectra on scales MHz on 29 m baselines. We find that this structure is likely due to diffuse Galactic emission, predominantly the Galactic plane, filling the far sidelobes of the antenna primary beam. We show that our current knowledge of the frequency dependence of the diffuse sky radio emission, and the primary beam at large zenith angles, is inadequate to provide an accurate reproduction of the diffuse structure in the models. We discuss implications due to this missing structure in the models, including calibration, and in the search for the HI 21cm signal, as well as possible mitigation techniques.
17 pages, 10 figures, accepted for the ApJ Supplement
References in corpus (15)
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- Observational constraints on Cosmic Reionization
- GaLactic and Extragalactic All-sky Murchison Widefield Array (GLEAM) survey I: A low-frequency extragalactic catalogue
- 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 Season MWA EoR Power Spectrum Results at Redshift 7
- A simplified, lossless re-analysis of PAPER-64
- Improving the Epoch of Reionization Power Spectrum Results from Murchison Widefield Array Season 1 Observations
- The Scale of the Problem : Recovering Images of Reionization with GMCA
- Power spectrum extraction for redshifted 21-cm epoch of reionization experiments: the LOFAR case
- Non-parametric foreground subtraction for 21cm epoch of reionization experiments
- First Season MWA Phase II EoR Power Spectrum Results at Redshift 7
- Optimizing Sparse RFI Prediction using Deep Learning
- Modelling of the Spectral Energy Distribution of Fornax A: Leptonic and Hadronic Production of High Energy Emission from the Radio Lobes
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum