Spectral modelling of Cygnus A between 110 and 250 MHz. Impact on the LOFAR 21-cm signal power spectrum
arXiv:2502.18459 · doi:10.1051/0004-6361/202453106
Abstract
Studying the redshifted 21-cm signal from the the neutral hydrogen during the Epoch of Reionization and Cosmic Dawn is fundamental for understanding the physics of the early universe. One of the challenges that 21-cm experiments face is the contamination by bright foreground sources, such as Cygnus A, for which accurate spatial and spectral models are needed to minimise the residual contamination after their removal. In this work, we develop a new, high-resolution model of Cygnus A using Low Frequency Array (LOFAR) observations in the MHz range, improving upon previous models by incorporating physical spectral information through the forced-spectrum method during multi-frequency deconvolution. This approach addresses the limitations of earlier models by providing a more accurate representation of the complex structure and spectral behaviour of Cygnus A, including the spectral turnover in its brightest hotspots. The impact of this new model on the LOFAR 21-cm signal power spectrum is assessed by comparing it with both simulated and observed North Celestial Pole data sets. Significant improvements are observed in the cylindrical power spectrum along the Cygnus A direction, highlighting the importance of having spectrally accurate models of the brightest foreground sources. However, this improvement is washed out in the spherical power spectrum, where we measure differences of a few hundred mK at , but not statistically significant. The results suggest that other systematic effects must be mitigated before a substantial impact on 21-cm power spectrum can be achieved.
22 pages, 13 figures, 6 tables. Accepted for publication in A&A
References in corpus (41)
- Array Programming with NumPy
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- WSClean: an implementation of a fast, generic wide-field imager for radio astronomy
- The LOFAR Two-metre Sky Survey - I. Survey Description and Preliminary Data Release
- Multi-Scale CLEAN deconvolution of radio synthesis images
- An optimized algorithm for multi-scale wideband deconvolution of radio astronomical images
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- The third realization of the International Celestial Reference Frame by very long baseline interferometry
- The Epoch of Reionization Window: I. Mathematical Formalism
- Foreground simulations for the LOFAR - Epoch of Reionization Experiment
- Deep multi-redshift limits on Epoch of Reionisation 21cm Power Spectra from Four Seasons of Murchison Widefield Array Observations
- The Epoch of Reionization Window: II. Statistical Methods for Foreground Wedge Reduction
- First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum
- Real-Time Calibration of the Murchison Widefield Array
- Distributed Radio Interferometric Calibration
- Bubble size statistics during reionization from 21-cm tomography
- Multi-Scale CLEAN: A comparison of its performance against classical CLEAN in galaxies using THINGS
- LOFAR imaging of Cygnus A -- Direct detection of a turnover in the hotspot radio spectra
- A new MWA limit on the 21 cm Power Spectrum at Redshifts 13 17
- The impact of interference excision on 21-cm Epoch of Reionization power spectrum analyses
- First upper limits on the 21 cm signal power spectrum from cosmic dawn from one night of observations with NenuFAR
- Comparing Foreground Removal Techniques for Recovery of the LOFAR-EoR 21cm Power Spectrum
- Cassiopeia A, Cygnus A, Taurus A, and Virgo A at ultra-low radio frequencies
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum
- The AARTFAAC Cosmic Explorer: observations of the 21-cm power spectrum in the EDGES absorption trough
- A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis
- Foreground modelling via Gaussian process regression: an application to HERA data
- New EoR Power Spectrum Limits From MWA Phase II Using the Delay Spectrum Method and Novel Systematic Rejection
- Assessing the impact of two independent direction-dependent calibration algorithms on the LOFAR 21-cm signal power spectrum
- Modelling and peeling extended sources with shapelets: a Fornax A case study
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- II. foreground contamination
- Statistical analysis of the causes of excess variance in the 21 cm signal power spectra obtained with the Low-Frequency Array
- Observing the Reionization : Effect of Calibration and Position Errors on Realistic Observation Conditions
- Beyond the horizon: Quantifying the full sky foreground wedge in the cylindrical power spectrum
- Impact of instrument and data characteristics in the interferometric reconstruction of the 21 cm power spectrum
- Investigating the Contribution of Extended Radio Sources to the Epoch of Reionisation Power Spectrum
- Degree-Scale Galactic Radio Emission at 122 MHz around the North Celestial Pole with LOFAR-AARTFAAC
- Ionospheric contributions to the excess power in high-redshift 21-cm power-spectrum observations with LOFAR
- Statistical Performance of Radio Interferometric Calibration
- A novel radio imaging method for physical spectral index modelling
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- Deeper multi-redshift upper limits on the Epoch of Reionization 21-cm signal power spectrum from LOFAR between z=8.3 and z=10.1
- Constraints on the state of the IGM at using redshifted 21-cm observations with LOFAR
- Improved upper limits on the 21-cm signal power spectrum at and from an optimal field observed with NenuFAR
- First upper limits on the 21-cm signal power spectrum of neutral hydrogen at from the LOFAR 3C196 field
- Robust direction-dependent gain-calibration of beam-modelling errors far from the target field
- Mitigating incoherent excess variance in high-redshift 21 cm observations with multi-output cross-Gaussian process regression