The MWA Long Baseline Epoch of Reionisation Survey: I. Improved Source Catalogue for the EoR 0 field
arXiv:2110.08400 · doi:10.1017/pasa.2021.50
Abstract
One of the principal systematic constraints on the Epoch of Reionisation (EoR) experiment is the accuracy of the foreground calibration model. Recent results have shown that highly accurate models of extended foreground sources, and including models for sources in both the primary beam and its sidelobes, are necessary for reducing foreground power. To improve the accuracy of the source models for the EoR fields observed by the Murchison Widefield Array (MWA), we conducted the MWA Long Baseline Epoch of Reionisation Survey (LoBES). This survey consists of multi-frequency observations of the main MWA EoR fields and their eight neighbouring fields using the MWA Phase II extended array. We present the results of the first half of this survey centred on the MWA EoR0 observing field (centred at RA(J2000) 0 h, Dec(J2000) -27 deg). This half of the survey covers an area of 3069 degrees, with an average rms of 2.1 mJy beam. The resulting catalogue contains a total of 80824 sources, with 16 separate spectral measurements between 100 and 230 MHz, and spectral modelling for 78 of these sources. Over this region we estimate that the catalogue is 90 complete at 32 mJy, and 70 complete at 10.5~mJy. The overall normalised source counts are found to be in good agreement with previous low-frequency surveys at similar sensitivities. Testing the performance of the new source models we measure lower residual rms values for peeled sources, particularly for extended sources, in a set of MWA Phase I data. The 2-dimensional power spectrum of these data residuals also show improvement on small angular scales -- consistent with the better angular resolution of the LoBES catalogue. It is clear that the LoBES sky models improve upon the current sky model used by the Australian MWA EoR group for the EoR0 field.
arXiv comment25 pages, 14 figures, Accepted for publication in PASA
References in corpus (43)
- emcee: The MCMC Hammer
- dynesty: A Dynamic Nested Sampling Package for Estimating Bayesian Posteriors and Evidences
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- 21-cm cosmology
- The GMRT 150 MHz All-sky Radio Survey: First Alternative Data Release TGSS ADR1
- SUMSS: A Wide-Field Radio Imaging Survey of the Southern Sky. II. The Source Catalogue
- Reionization and Cosmology with 21 cm Fluctuations
- A morphological algorithm for improving radio-frequency interference detection
- Bright Source Subtraction Requirements For Redshifted 21 cm Measurements
- The Nature and Evolution of Classical Double Radio Sources from Complete Samples
- An optimized algorithm for multi-scale wideband deconvolution of radio astronomical images
- Radio Signatures of HI at High Redshift: Mapping the End of the ``Dark Ages''
- Compact continuum source-finding for next generation radio surveys
- Imaging the Epoch of Reionization: limitations from foreground confusion and imaging algorithms
- The impact of point source subtraction residuals on 21 cm Epoch of Reionization estimation
- Calibration Requirements for Detecting the 21 cm Epoch of Reionization Power Spectrum and Implications for the SKA
- Foreground Contamination in Interferometric Measurements of the Redshifted 21 cm Power Spectrum
- Real-Time Calibration of the Murchison Widefield Array
- Source finding in the era of the SKA (precursors): Aegean 2.0
- Extragalactic Peaked-Spectrum Radio Sources at Low Frequencies
- A simplified, lossless re-analysis of PAPER-64
- A radio spectral index map and catalogue at 147-1400 MHz covering 80 per cent of the sky
- The Impact of Modeling Errors on Interferometer Calibration for 21 cm Power Spectra
- The first power spectrum limit on the 21-cm signal of neutral hydrogen during the Cosmic Dawn at z=20-25 from LOFAR
- Fundamental Limitations on the Calibration of Redundant 21 cm Cosmology Instruments and Implications for HERA and the SKA
- Characterisation of the ionosphere above the Murchison Radio Observatory using the Murchison Widefield Array
- An all-sky survey of circular polarisation at 200 MHz
- Characterization of a Low-Frequency Radio Astronomy Prototype Array in Western Australia
- Multi-Scale CLEAN: A comparison of its performance against classical CLEAN in galaxies using THINGS
- Deep Low-Frequency Radio Observations of the NOAO Bootes Field: I. Data Reduction and Catalog Construction
- Image Domain Gridding: a fast method for convolutional resampling of visibilities
- Absolving the SSINS of Precision Interferometric Radio Data: A New Technique for Mitigating Faint Radio Frequency Interference
- Spectral calibration requirements of radio interferometers for Epoch of Reionisation science with the SKA
- VLSS Redux: Software Improvements applied to the Very Large Array Low-frequency Sky Survey
- Integrated Radio Continuum Spectra of Galaxies
- T-RaMiSu: The Two-meter Radio Mini Survey I. The Bootes Field
- Source counts and confusion at 72-231 MHz in the MWA GLEAM survey
- PUMA: The Positional Update and Matching Algorithm
- Radio Source Extraction with ProFound
- An Improved Statistical Point-Source Foreground Model for the Epoch of Reionization
- The Impact of Realistic Foreground and Instrument Models on 21cm Epoch of Reionization Experiments
- Line Expansion Opacity in Relativistically Expanding Media
- Building models for extended radio sources: implications for Epoch of Reionisation science