Yvette C. Perrott
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Yvette C. Perrott has a total of 419 co-authors. Here are the top co-authors by number of shared publications:
Keith J. B. Grainge
Alan Turing Building School of Physics and Astronomy Jodrell Bank Centre for Astrophysics University of Manchester Oxford Road M13 9PL Manchester
12 shared publicationsRichard D. E. Saunders
Cavendish Laboratory Astrophysics Group JJ Thomson Avenue CB3 0HE Cambridge UK
12 shared publicationsMalak Olamaie
Cavendish Laboratory Astrophysics Group JJ Thomson Avenue CB3 0HE Cambridge UK
11 shared publicationsMichael P. Hobson
Cavendish Laboratory Astrophysics Group JJ Thomson Avenue CB3 0HE Cambridge UK
11 shared publications- David A. Green
University of Cambridge
10 shared publications Michel P. Schammel
Astrophysics Group, Cavendish Laboratory, 19 J. J. Thomson Avenue, Cambridge CB3 0HE
10 shared publications
Latest Publications
- Open Access
- 16 October 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A298
A ‘MeerKAT-meets-LOFAR’ study of 2A 0335+096: Discovery of a complex 500 kpc radio halo in a disturbed cool-core cluster
The emerging picture of radio haloes and mini-haloes in galaxy clusters is more blurred and far less distinct than once thought. While both trace cosmic ray electrons and magnetic fields in the intracluster medium (ICM), our knowledge of the mechanisms powering these sources, their properties and their connection to cluster dynamics, is incomplete. We present new deep MeerKAT L-band (856−1712 MHz) observations of the sloshing cool-core cluster 2A 0335+096, performed as part of the ‘MeerKAT-meets-LOFAR’ mini-halo census, as well as reprocessed LOFAR 120−168 MHz LOFAR Two-metre Sky Survey data. We present highly sensitive radio continuum images, from which we perform a spectral analysis and a comparison of the thermal and non-thermal properties using reprocessed archival XMM-Newton data. Our MeerKAT data reveal that the known mini-halo is embedded in a large-scale radio halo spanning up to 510 kpc in this sloshing cluster, although only the inner mini-halo is detected by LOFAR. We find a typical steep spectrum of α = −1.20 ± 0.09 for the mini-halo; the non-detection of the larger-scale halo by LOFAR indicates a spectral index no steeper than −1.2. Our results are broadly consistent with an interpretation of turbulent (re-)acceleration powered by sloshing within the cluster potential well. This work emphasises the need for using deep, high-dynamic multi-frequency radio observations in conjunction with high-quality X-ray observations to complete our understanding of the connection between radio halo properties and cluster dynamics.
- 16 October 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A298
Open AccessA ‘MeerKAT-meets-LOFAR’ study of 2A 0335+096: Discovery of a complex 500 kpc radio halo in a disturbed cool-core cluster
The emerging picture of radio haloes and mini-haloes in galaxy clusters is more blurred and far less distinct than once thought. While both trace cosmic ray electrons and magnetic fields in the intracluster medium (ICM), our knowledge of the mechanisms powering these sources, their properties and their connection to cluster dynamics, is incomplete. We present new deep MeerKAT L-band (856−1712 MHz) observations of the sloshing cool-core cluster 2A 0335+096, performed as part of the ‘MeerKAT-meets-LOFAR’ mini-halo census, as well as reprocessed LOFAR 120−168 MHz LOFAR Two-metre Sky Survey data. We present highly sensitive radio continuum images, from which we perform a spectral analysis and a comparison of the thermal and non-thermal properties using reprocessed archival XMM-Newton data. Our MeerKAT data reveal that the known mini-halo is embedded in a large-scale radio halo spanning up to 510 kpc in this sloshing cluster, although only the inner mini-halo is detected by LOFAR. We find a typical steep spectrum of α = −1.20 ± 0.09 for the mini-halo; the non-detection of the larger-scale halo by LOFAR indicates a spectral index no steeper than −1.2. Our results are broadly consistent with an interpretation of turbulent (re-)acceleration powered by sloshing within the cluster potential well. This work emphasises the need for using deep, high-dynamic multi-frequency radio observations in conjunction with high-quality X-ray observations to complete our understanding of the connection between radio halo properties and cluster dynamics.
- Open Access
- 14 July 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 550 (4)
Dynamical modelling of giant radio quasars in the HETDEX Spring Field
Giant radio sources are defined as extragalactic radio sources, hosted by galaxies or quasars, with linear sizes $\ge 0.7$ Mpc. They are thought to represent the final stage of the evolution of radio galaxies whose sizes range from pc to Mpc scales. We analyse in detail the radio morphology and spectra between 54 MHz and 4.85/15.5 GHz of 15 giant radio quasars (GRQs) in the HETDEX Spring Field, and fit dynamical evolution models to the sources’ observational properties to study their physical parameters (age of the lobes, jet power, ambient medium density, etc.). We compare the physical parameters of the GRQs with published results for a compiled sample of Fanaroff–Riley type II radio sources. We find that the GRQs evolve in significantly lower medium densities, both at the central core radius and in front of the lobes, than smaller-sized radio quasars with similar jet powers. The derived central core densities for both populations are, however, highly sensitive to the assumed ambient medium density profile. For both populations combined, the jet power, $Q_{\rm j}$, is anticorrelated with the age of the lobes, $t_{\ell }$ ($R = -0.67$, where R is the Pearson correlation coefficient), as well as the linear size, $D_{\ell }$ ($R=-0.32$), but $t_{\ell }$ is a much stronger indicator of $Q_{\rm j}$ than $D_{\ell }$. Using a Spearman partial rank correlation analysis, we demonstrate that there is a fundamental relation between $Q_{\rm j}$, $t_{\ell }$, and $D_{\ell }$, despite the strong underlying correlation between age and size.- 14 July 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 550 (4)
Open AccessDynamical modelling of giant radio quasars in the HETDEX Spring Field
Giant radio sources are defined as extragalactic radio sources, hosted by galaxies or quasars, with linear sizes $\ge 0.7$ Mpc. They are thought to represent the final stage of the evolution of radio galaxies whose sizes range from pc to Mpc scales. We analyse in detail the radio morphology and spectra between 54 MHz and 4.85/15.5 GHz of 15 giant radio quasars (GRQs) in the HETDEX Spring Field, and fit dynamical evolution models to the sources’ observational properties to study their physical parameters (age of the lobes, jet power, ambient medium density, etc.). We compare the physical parameters of the GRQs with published results for a compiled sample of Fanaroff–Riley type II radio sources. We find that the GRQs evolve in significantly lower medium densities, both at the central core radius and in front of the lobes, than smaller-sized radio quasars with similar jet powers. The derived central core densities for both populations are, however, highly sensitive to the assumed ambient medium density profile. For both populations combined, the jet power, $Q_{\rm j}$, is anticorrelated with the age of the lobes, $t_{\ell }$ ($R = -0.67$, where R is the Pearson correlation coefficient), as well as the linear size, $D_{\ell }$ ($R=-0.32$), but $t_{\ell }$ is a much stronger indicator of $Q_{\rm j}$ than $D_{\ell }$. Using a Spearman partial rank correlation analysis, we demonstrate that there is a fundamental relation between $Q_{\rm j}$, $t_{\ell }$, and $D_{\ell }$, despite the strong underlying correlation between age and size. - Open Access
- 8 May 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 549 (2)
The MeerKAT Massive Distant Clusters Survey: a search for diffuse radio emission in 30 massive SZ-selected clusters at z > 1
We present the results of a search for diffuse radio emission in a uniformly selected sample of 30 of the most massive Sunyaev–Zel’dovich selected galaxy clusters at $z \gt 1$, providing the first statistical constraints on the evolution of cluster-scale diffuse emission beyond this redshift. We also analyse the scaling relations between radio power ($P_{1.4\, \mathrm{GHz}}$) and cluster mass ($M_{\rm 500c}$) in this high-redshift sample. It is well established that radio haloes are primarily found in the most massive clusters, where turbulent energy from major mergers can re-accelerate relativistic electrons and amplify magnetic fields on megaparsec scales. Deep MeerKAT 1.28 GHz observations reveal diffuse radio haloes in eight clusters (27 per cent), while the remaining 21 (70 per cent) show no emission; one additional cluster (3 per cent) was excluded from the radio analysis due to poor data quality. The halo detection rate in this high-redshift sample is lower than at intermediate redshift, but remains higher than the $\lesssim 10{{\ \rm per\ cent}}$ occurrence generally predicted by theoretical models at $z \gtrsim 1$. The detected radio haloes scatter around the best-fitting $P_{1.4\, \mathrm{GHz}}$–$M_{\rm 500c}^{\rm {Unc}}$ relation derived for the MMDCS sample, whereas non-detections populate the lower envelope of the radio power–mass plane, similar to trends seen at lower redshift. No cluster-scale radio relics or mini-haloes are identified. Our findings highlight MeerKAT’s ability to probe non-thermal processes in the most distant clusters and the need for deeper, lower-frequency surveys to uncover faint diffuse emission and test the persistence of the $P_{1.4\, \mathrm{GHz}}$–$M_{\rm 500}$ relation across cosmic time.- 8 May 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 549 (2)
Open AccessThe MeerKAT Massive Distant Clusters Survey: a search for diffuse radio emission in 30 massive SZ-selected clusters at z > 1
We present the results of a search for diffuse radio emission in a uniformly selected sample of 30 of the most massive Sunyaev–Zel’dovich selected galaxy clusters at $z \gt 1$, providing the first statistical constraints on the evolution of cluster-scale diffuse emission beyond this redshift. We also analyse the scaling relations between radio power ($P_{1.4\, \mathrm{GHz}}$) and cluster mass ($M_{\rm 500c}$) in this high-redshift sample. It is well established that radio haloes are primarily found in the most massive clusters, where turbulent energy from major mergers can re-accelerate relativistic electrons and amplify magnetic fields on megaparsec scales. Deep MeerKAT 1.28 GHz observations reveal diffuse radio haloes in eight clusters (27 per cent), while the remaining 21 (70 per cent) show no emission; one additional cluster (3 per cent) was excluded from the radio analysis due to poor data quality. The halo detection rate in this high-redshift sample is lower than at intermediate redshift, but remains higher than the $\lesssim 10{{\ \rm per\ cent}}$ occurrence generally predicted by theoretical models at $z \gtrsim 1$. The detected radio haloes scatter around the best-fitting $P_{1.4\, \mathrm{GHz}}$–$M_{\rm 500c}^{\rm {Unc}}$ relation derived for the MMDCS sample, whereas non-detections populate the lower envelope of the radio power–mass plane, similar to trends seen at lower redshift. No cluster-scale radio relics or mini-haloes are identified. Our findings highlight MeerKAT’s ability to probe non-thermal processes in the most distant clusters and the need for deeper, lower-frequency surveys to uncover faint diffuse emission and test the persistence of the $P_{1.4\, \mathrm{GHz}}$–$M_{\rm 500}$ relation across cosmic time. - Open Access
- 2 April 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 548 (2)
Correction to: The MeerKAT Massive Distant Clusters Survey: detection of diffuse radio emission in galaxy clusters at z > 1
Dakalo G Phuravhathu, M Hilton, S P Sikhosana, Y C Perrott, T Mroczkowski, L Di Mascolo, D Y Klutse, K Knowles, J van Marrewijk, K Moodley, B Partridge, C
- 2 April 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 548 (2)
Open AccessCorrection to: The MeerKAT Massive Distant Clusters Survey: detection of diffuse radio emission in galaxy clusters at z > 1
Dakalo G Phuravhathu, M Hilton, S P Sikhosana, Y C Perrott, T Mroczkowski, L Di Mascolo, D Y Klutse, K Knowles, J van Marrewijk, K Moodley, B Partridge, C
- Open Access
- 1 February 2026
- Published by AIP Publishing in Physics of Fluids
- Vol. 38 (2)
Direct power spectral density estimation from structure functions without Fourier transforms
Second-order structure functions and power spectral densities are popular tools in the study of statistical properties across scales, particularly for the analysis of turbulent flows. Although intimately related, analyses primarily use one or the other. We introduce a framework for estimating the power spectrum using the second-order structure function without applying Fourier transforms—enabling one to take advantage of the real-space structure function calculations. We validate and showcase this method, comparing it to classical Fourier power spectrum estimates determined from analytical calculations, fractional Brownian motion, turbulence simulations, and space-physics and astrophysical observations of turbulence. We show that this method is able to robustly obtain the expected power law behavior where we use turbulence ranges as test-cases.
- 1 February 2026
- Published by AIP Publishing in Physics of Fluids
- Vol. 38 (2)
Open AccessDirect power spectral density estimation from structure functions without Fourier transforms
Second-order structure functions and power spectral densities are popular tools in the study of statistical properties across scales, particularly for the analysis of turbulent flows. Although intimately related, analyses primarily use one or the other. We introduce a framework for estimating the power spectrum using the second-order structure function without applying Fourier transforms—enabling one to take advantage of the real-space structure function calculations. We validate and showcase this method, comparing it to classical Fourier power spectrum estimates determined from analytical calculations, fractional Brownian motion, turbulence simulations, and space-physics and astrophysical observations of turbulence. We show that this method is able to robustly obtain the expected power law behavior where we use turbulence ranges as test-cases.
- Open Access
- 11 August 2025
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 542 (2) , 1544-1561
The MeerKAT Massive Distant Clusters Survey: detection of diffuse radio emission in galaxy clusters at z > 1
Diffuse, low surface brightness radio emission in merging galaxy clusters provides insights into cosmic structure formation, the growth of magnetic fields, and turbulence. This paper reports a search for diffuse radio emission in a pilot sample of six high-redshift ($1.01 < z < 1.31$) galaxy clusters from the MeerKAT Massive Distant Clusters Survey (MMDCS). These six clusters are selected as the most massive ($M_{\rm 500c} = 6.7 \!-\! 8.5 \times 10^{14} \, {{\rm M}_{\odot }}$) systems based on their Sunyaev–Zel’dovich mass from the full MMDCS sample of 30 Atacama Cosmology Telescope Data Release 5 clusters, and were observed first to explore the high-mass, high-redshift regime. Diffuse radio emission is confidently detected in four clusters and tentatively identified in two, with k-corrected radio powers scaled to 1.4 GHz ranging from $(0.46 \pm 0.16)$ to $(4.51 \pm 1.68) \times 10^{24}\, \mathrm{WHz^{-1}}$ and linear sizes between 0.47 and 1.08 Mpc. Combining Chandra X-ray data with MeerKAT radio data, we find that 80 per cent of clusters with X-ray observations exhibit disturbed morphologies indicative of mergers. These $z > 1$ galaxy clusters scatter around the established radio power–mass scaling relation observed at lower redshifts, supporting turbulent reacceleration models in high-redshift mergers. However, their radio spectra are predicted to steepen ($\alpha < -1.5$) due to enhanced inverse Compton losses in the cosmic microwave background, rendering them underluminous at 1.4 GHz and placing them below the correlation. Our results demonstrate that merger-driven turbulence can sustain radio haloes even at $z > 1$ while highlighting MeerKAT’s unique ability to probe non-thermal processes in the early Universe.- 11 August 2025
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 542 (2) , 1544-1561
Open AccessThe MeerKAT Massive Distant Clusters Survey: detection of diffuse radio emission in galaxy clusters at z > 1
Diffuse, low surface brightness radio emission in merging galaxy clusters provides insights into cosmic structure formation, the growth of magnetic fields, and turbulence. This paper reports a search for diffuse radio emission in a pilot sample of six high-redshift ($1.01 < z < 1.31$) galaxy clusters from the MeerKAT Massive Distant Clusters Survey (MMDCS). These six clusters are selected as the most massive ($M_{\rm 500c} = 6.7 \!-\! 8.5 \times 10^{14} \, {{\rm M}_{\odot }}$) systems based on their Sunyaev–Zel’dovich mass from the full MMDCS sample of 30 Atacama Cosmology Telescope Data Release 5 clusters, and were observed first to explore the high-mass, high-redshift regime. Diffuse radio emission is confidently detected in four clusters and tentatively identified in two, with k-corrected radio powers scaled to 1.4 GHz ranging from $(0.46 \pm 0.16)$ to $(4.51 \pm 1.68) \times 10^{24}\, \mathrm{WHz^{-1}}$ and linear sizes between 0.47 and 1.08 Mpc. Combining Chandra X-ray data with MeerKAT radio data, we find that 80 per cent of clusters with X-ray observations exhibit disturbed morphologies indicative of mergers. These $z > 1$ galaxy clusters scatter around the established radio power–mass scaling relation observed at lower redshifts, supporting turbulent reacceleration models in high-redshift mergers. However, their radio spectra are predicted to steepen ($\alpha < -1.5$) due to enhanced inverse Compton losses in the cosmic microwave background, rendering them underluminous at 1.4 GHz and placing them below the correlation. Our results demonstrate that merger-driven turbulence can sustain radio haloes even at $z > 1$ while highlighting MeerKAT’s unique ability to probe non-thermal processes in the early Universe. - Open Access
- 5 June 2025
- Published by CERN in Open Research Europe
- Vol. 4, 113
Atacama Large Aperture Submillimeter Telescope (AtLAST) science: Resolving the hot and ionized Universe through the Sunyaev-Zeldovich effect
An omnipresent feature of the multi-phase “cosmic web” — the large-scale filamentary backbone of the Universe — is that warm/hot (≳ 10 5 K) ionized gas pervades it. This gas constitutes a relevant contribution to the overall universal matter budget across multiple scales, from the several tens of Mpc-scale intergalactic filaments, to the Mpc intracluster medium (ICM), all the way down to the circumgalactic medium (CGM) surrounding individual galaxies from ∼ 1 kpc up to their respective virial radii (∼ 100 kpc). The study of the hot baryonic component of cosmic matter density represents a powerful means for constraining the intertwined evolution of galactic populations and large-scale cosmological structures, for tracing the matter assembly in the Universe and its thermal history. To this end, the Sunyaev-Zeldovich (SZ) effect provides the ideal observational tool for measurements out to the beginnings of structure formation. The SZ effect is caused by the scattering of the photons from the cosmic microwave background off the hot electrons embedded within cosmic structures, and provides a redshift-independent perspective on the thermal and kinematic properties of the warm/hot gas. Still, current and next-generation (sub)millimeter facilities have been providing only a partial view of the SZ Universe due to any combination of: limited angular resolution, spectral coverage, field of view, spatial dynamic range, sensitivity, or all of the above. In this paper, we motivate the development of a wide-field, broad-band, multi-chroic continuum instrument for the Atacama Large Aperture Submillimeter Telescope (AtLAST) by identifying the scientific drivers that will deepen our understanding of the complex thermal evolution of cosmic structures. On a technical side, this will necessarily require efficient multi-wavelength mapping of the SZ signal with an unprecedented spatial dynamic range (from arcsecond to tens of arcminutes) and we employ detailed theoretical forecasts to determine the key instrumental constraints for achieving our goals.
- 5 June 2025
- Published by CERN in Open Research Europe
- Vol. 4, 113
Open AccessAtacama Large Aperture Submillimeter Telescope (AtLAST) science: Resolving the hot and ionized Universe through the Sunyaev-Zeldovich effect
An omnipresent feature of the multi-phase “cosmic web” — the large-scale filamentary backbone of the Universe — is that warm/hot (≳ 10 5 K) ionized gas pervades it. This gas constitutes a relevant contribution to the overall universal matter budget across multiple scales, from the several tens of Mpc-scale intergalactic filaments, to the Mpc intracluster medium (ICM), all the way down to the circumgalactic medium (CGM) surrounding individual galaxies from ∼ 1 kpc up to their respective virial radii (∼ 100 kpc). The study of the hot baryonic component of cosmic matter density represents a powerful means for constraining the intertwined evolution of galactic populations and large-scale cosmological structures, for tracing the matter assembly in the Universe and its thermal history. To this end, the Sunyaev-Zeldovich (SZ) effect provides the ideal observational tool for measurements out to the beginnings of structure formation. The SZ effect is caused by the scattering of the photons from the cosmic microwave background off the hot electrons embedded within cosmic structures, and provides a redshift-independent perspective on the thermal and kinematic properties of the warm/hot gas. Still, current and next-generation (sub)millimeter facilities have been providing only a partial view of the SZ Universe due to any combination of: limited angular resolution, spectral coverage, field of view, spatial dynamic range, sensitivity, or all of the above. In this paper, we motivate the development of a wide-field, broad-band, multi-chroic continuum instrument for the Atacama Large Aperture Submillimeter Telescope (AtLAST) by identifying the scientific drivers that will deepen our understanding of the complex thermal evolution of cosmic structures. On a technical side, this will necessarily require efficient multi-wavelength mapping of the SZ signal with an unprecedented spatial dynamic range (from arcsecond to tens of arcminutes) and we employ detailed theoretical forecasts to determine the key instrumental constraints for achieving our goals.
- Open Access
- 10 March 2025
- Published by Cambridge University Press (CUP) in Publications of the Astronomical Society of Australia
- Vol. 42, e031
Predicting Sunyaev-Zel’dovich effect observations of galaxy cluster cavities with the Square Kilometre Array
Galaxy cluster X-ray cavities are inflated by relativistic jets that are ejected into the intracluster medium by active galactic nuclei (AGN). AGN jets prevent predicted cooling flow establishment at the cluster centre, and while this process is not well understood in existing studies, simulations have shown that the heating mechanism will depend on the type of gas that fills the cavities. Thermal and non-thermal distributions of electrons will produce different cavity Sunyaev Zel’dovich (SZ) effect signals, quantified by the ‘suppression factor’ f. This paper explores potential enhancements to prior constraints on the cavity gas type by simulating suppression factor observations with the Square Kilometre Array (SKA). Cluster cavities across different redshifts are observed to predict the optimum way of measuring f in future observations. We find that the SKA can constrain the suppression factor in the cavities of cluster MS 0735.6+7421 (MS0735) in as little as 4 h, with a smallest observable value of $f \approx 0.42$ . Additionally, while the SKA may distinguish between possible thermal or non-thermal suppression factor values within the cavities of MS0735 if it observes for more than 8 h, determining the gas type of other clusters will likely require observations at multiple frequencies. The effect of cavity line of sight (LOS) position is also studied, and degeneracies between LOS position and the measured value of f are found. Finally, we find that for small cavities (radius < 80 kpc) at high redshift ( $z \approx 1.5$ ), the proposed high frequencies of the SKA (23.75–37.5 GHz) will be optimal, and that including MeerKAT antennas will improve all observations of this type.- 10 March 2025
- Published by Cambridge University Press (CUP) in Publications of the Astronomical Society of Australia
- Vol. 42, e031
Open AccessPredicting Sunyaev-Zel’dovich effect observations of galaxy cluster cavities with the Square Kilometre Array
Galaxy cluster X-ray cavities are inflated by relativistic jets that are ejected into the intracluster medium by active galactic nuclei (AGN). AGN jets prevent predicted cooling flow establishment at the cluster centre, and while this process is not well understood in existing studies, simulations have shown that the heating mechanism will depend on the type of gas that fills the cavities. Thermal and non-thermal distributions of electrons will produce different cavity Sunyaev Zel’dovich (SZ) effect signals, quantified by the ‘suppression factor’ f. This paper explores potential enhancements to prior constraints on the cavity gas type by simulating suppression factor observations with the Square Kilometre Array (SKA). Cluster cavities across different redshifts are observed to predict the optimum way of measuring f in future observations. We find that the SKA can constrain the suppression factor in the cavities of cluster MS 0735.6+7421 (MS0735) in as little as 4 h, with a smallest observable value of $f \approx 0.42$ . Additionally, while the SKA may distinguish between possible thermal or non-thermal suppression factor values within the cavities of MS0735 if it observes for more than 8 h, determining the gas type of other clusters will likely require observations at multiple frequencies. The effect of cavity line of sight (LOS) position is also studied, and degeneracies between LOS position and the measured value of f are found. Finally, we find that for small cavities (radius < 80 kpc) at high redshift ( $z \approx 1.5$ ), the proposed high frequencies of the SKA (23.75–37.5 GHz) will be optimal, and that including MeerKAT antennas will improve all observations of this type. - Open Access
- 28 January 2025
- Published by American Astronomical Society in The Astrophysical Journal
- Vol. 979 (2) , 211
Constraining Solar Wind Transport Model Parameters Using Bayesian Analysis
We apply nested-sampling Bayesian analysis to a model for the transport of magnetohydrodynamic-scale solar wind fluctuations. The dual objectives are to obtain improved constraints on parameters present in the turbulence transport model (TTM) and to support quantitative comparisons of the quality of distinct versions of the transport model. The TTMs analyzed are essentially the 1D steady-state ones presented in Breech et al. that describe the radial evolution of the energy, correlation length, and normalized cross helicity of the fluctuations, together with the proton temperature, in prescribed background solar wind fields. Modeled effects present in the TTM include nonlinear turbulence interactions, shear driving, and energy injection associated with pickup-ions. Each of these modeled effects involves adjustable parameters that we seek to constrain using Bayesian analysis. We find that, given the TTMs and observational data sets analyzed, the most appropriate TTM to recommend corresponds to 2D fluctuations and has von Kármán–Howarth parameters of α ≈ 0.16 and β ≈ 0.10, along with reasonably standard values for the other adjustable parameters. The analysis also indicates that it is advantageous to include pickup ion effects in the lengthscale evolution equation by assuming Z 2β/α λ is locally conserved. Such Bayesian analysis is readily extended to more sophisticated solar wind models, space weather models, and might lead to improved predictions of, for example, solar flare and coronal mass ejection interactions with the Earth.
- 28 January 2025
- Published by American Astronomical Society in The Astrophysical Journal
- Vol. 979 (2) , 211
Open AccessConstraining Solar Wind Transport Model Parameters Using Bayesian Analysis
We apply nested-sampling Bayesian analysis to a model for the transport of magnetohydrodynamic-scale solar wind fluctuations. The dual objectives are to obtain improved constraints on parameters present in the turbulence transport model (TTM) and to support quantitative comparisons of the quality of distinct versions of the transport model. The TTMs analyzed are essentially the 1D steady-state ones presented in Breech et al. that describe the radial evolution of the energy, correlation length, and normalized cross helicity of the fluctuations, together with the proton temperature, in prescribed background solar wind fields. Modeled effects present in the TTM include nonlinear turbulence interactions, shear driving, and energy injection associated with pickup-ions. Each of these modeled effects involves adjustable parameters that we seek to constrain using Bayesian analysis. We find that, given the TTMs and observational data sets analyzed, the most appropriate TTM to recommend corresponds to 2D fluctuations and has von Kármán–Howarth parameters of α ≈ 0.16 and β ≈ 0.10, along with reasonably standard values for the other adjustable parameters. The analysis also indicates that it is advantageous to include pickup ion effects in the lengthscale evolution equation by assuming Z 2β/α λ is locally conserved. Such Bayesian analysis is readily extended to more sophisticated solar wind models, space weather models, and might lead to improved predictions of, for example, solar flare and coronal mass ejection interactions with the Earth.
- Open Access
- 6 November 2024
- Published by Cambridge University Press (CUP) in Publications of the Astronomical Society of Australia
- Vol. 41, e087
Bayesian recalibration ofPlanckgalaxy cluster scaling relations including relativistic Sunyaev-Zel’dovich corrections
We investigate the impact of relativistic SZ corrections onPlanckmeasurements of massive galaxy clusters, finding that they have a significant impact at the $\approx$ 5–15% and up to $\approx$ 3 $\sigma$ level. We investigate the possibility of constraining temperature directly from these SZ measurements but find that only weak constraints are possible for the most significant detections; for most clusters, an external temperature measurement is required to correctly measure integrated Compton-y. We also investigate the impact of profile shape assumptions and find that these have a small but non-negligible impact on measured Compton-y, at the $\approx$ 5% level. Informed by the results of these investigations, we recalibrate thePlanckSZ observable-mass scaling relation, using the updated NPIPE data release and a larger sample of X-ray mass estimates. Along with the expected change in the high-mass end of the scaling relation, which does not impactPlanckmass estimation, we also find hints of a low-mass deviation, but this requires better understanding of the selection function in order to confirm.- 6 November 2024
- Published by Cambridge University Press (CUP) in Publications of the Astronomical Society of Australia
- Vol. 41, e087
Open AccessBayesian recalibration ofPlanckgalaxy cluster scaling relations including relativistic Sunyaev-Zel’dovich corrections
We investigate the impact of relativistic SZ corrections onPlanckmeasurements of massive galaxy clusters, finding that they have a significant impact at the $\approx$ 5–15% and up to $\approx$ 3 $\sigma$ level. We investigate the possibility of constraining temperature directly from these SZ measurements but find that only weak constraints are possible for the most significant detections; for most clusters, an external temperature measurement is required to correctly measure integrated Compton-y. We also investigate the impact of profile shape assumptions and find that these have a small but non-negligible impact on measured Compton-y, at the $\approx$ 5% level. Informed by the results of these investigations, we recalibrate thePlanckSZ observable-mass scaling relation, using the updated NPIPE data release and a larger sample of X-ray mass estimates. Along with the expected change in the high-mass end of the scaling relation, which does not impactPlanckmass estimation, we also find hints of a low-mass deviation, but this requires better understanding of the selection function in order to confirm.