Galaxy cluster temperature maps from joint X-ray and SZ maps with The Three Hundred hydrodynamical simulations
arXiv:2511.08183 · doi:10.1051/0004-6361/202558025
Abstract
Galaxy clusters can be used as powerful cosmological probes, provided one can obtain accurate mass estimates, which requires a precise knowledge of the underlying astrophysics of galaxy clusters. For these purposes, spatially resolved measurements of the thermodynamic properties of intra-cluster medium (ICM), such as density and temperature, are necessary. In particular, temperature estimates are traditionally obtained through spatially resolved X-ray spectroscopy. Such measurements suffer from their sensitivity to the chosen energy calibration, may exhibit inherent biases, and are especially hard to perform at high redshift as they require deep observations. In recent years however, millimetre wavelength data with high spatial resolution, comparable to the one of current X-ray telescopes, have begun to be available. This has enabled the implementation of new methods to infer and map the cluster temperature in individual clusters, using the combination of density maps from X-ray data and pressure maps from millimetre data. In this paper, we present the first systematic validation of this approach on a large sample of synthetic clusters generated in The Three Hundred hydrodynamical simulations. We show that we are able to recover theoretical estimates of the temperature, namely the mass-weighted and spectroscopic-like temperatures, within biases of the order of in the best cases, up to in average, with scatters of the order of . To prepare the application of this approach to observed data, we discuss the modelling of the effective length , a key quantity necessary for the combination of X-ray and SZ projected data. In particular we provide templates calibrated on simulations for this quantity, and investigate their impact in the recovery of the temperature map, compared to other standard models.
13 pages, 12 figures, 2 tables. Submitted to A&A, comments are welcome
References in corpus (48)
- Planck 2015 results. XIII. Cosmological parameters
- Chandra sample of nearby relaxed galaxy clusters: mass, gas fraction, and mass-temperature relation
- Cosmological Parameters from Observations of Galaxy Clusters
- Tracing cosmic evolution with clusters of galaxies
- SPLASH: An interactive visualisation tool for Smoothed Particle Hydrodynamics simulations
- The Atacama Cosmology Telescope: Sunyaev-Zel'dovich Selected Galaxy Clusters at 148 GHz from Three Seasons of Data
- Comparing the temperatures of galaxy clusters from hydro-N-body simulations to Chandra and XMM-Newton observations
- Comparing the temperatures of galaxy clusters from hydro-N-body simulations to Chandra and XMM-Newton observations
- Residual Gas Motions in the Intracluster Medium and Bias in Hydrostatic Measurements of Mass Profiles of Clusters
- Systematics in the X-ray Cluster Mass Estimators
- The galaxy cluster mass scale and its impact on cosmological constraints from the cluster population
- On the Cluster Physics of Sunyaev-Zel'dovich Surveys I: The Influence of Feedback, Non-thermal Pressure and Cluster Shapes on Y-M Scaling Relations
- Lensing and X-ray mass estimates of clusters (SIMULATION)
- The Three Hundred project: a large catalogue of theoretically modelled galaxy clusters for cosmological and astrophysical applications
- On the nature of hydrostatic equilibrium in galaxy clusters
- Turbulent Motions and Shocks Waves in Galaxy Clusters simulated with AMR
- XMM-Newton and Chandra Cross Calibration Using HIFLUGCS Galaxy Clusters: Systematic Temperature Differences and Cosmological Impact
- Hydrodynamic Simulation of Non-thermal Pressure Profiles of Galaxy Clusters
- The FABLE simulations: A feedback model for galaxies, groups and clusters
- A fast and accurate method for computing the Sunyaev-Zeldovich signal of hot galaxy clusters
- High angular resolution Sunyaev-Zel'dovich observations of MACS J1423.8+2404 with NIKA: Multiwavelength analysis
- A Measurement of the Kinetic Sunyaev-Zel'dovich Signal Toward MACS J0717.5+3745
- The imprints of local superclusters on the Sunyaev-Zel'dovich signals and their detectability with Planck
- The Three Hundred Project: Backsplash galaxies in simulations of clusters
- Application of a Self-Similar Pressure Profile to Sunyaev-Zel'dovich Effect Data from Galaxy Clusters
- The XMM Cluster Outskirts Project (X-COP): Thermodynamic properties of the Intracluster Medium out to in Abell 2319
- The Three Hundred Project: Dynamical state of galaxy clusters and morphology from multi-wavelength synthetic maps
- Exploring the hydrostatic mass bias in MUSIC clusters: application to the NIKA2 mock sample
- Sunyaev-Zeldovich signal processing and temperature-velocity moment method for individual clusters
- A Multi-wavelength Study of the Sunyaev-Zel'dovich Effect in the Triple-Merger Cluster MACS J0717.5+3745 with MUSTANG and Bolocam
- The Three Hundred Project: correcting for the hydrostatic-equilibrium mass bias in X-ray and SZ surveys
- Pressure distribution of the high-redshift cluster of galaxies CL J1226.9+3332 with NIKA
- Reconstructing mass profiles of simulated galaxy clusters by combining Sunyaev-Zeldovich and X-ray images
- Joint deprojection of Sunyaev-Zeldovich and X-ray images of galaxy clusters
- The MUSIC of Galaxy Clusters II: X-ray global properties and scaling relations
- Non-parametric deprojection of NIKA SZ observations: Pressure distribution in the Planck-discovered cluster PSZ1 G045.85+57.71
- A study of the hydrostatic mass bias dependence and evolution within The Three Hundred clusters
- Mapping the hot gas temperature in galaxy clusters using X-ray and Sunyaev-Zel'dovich imaging
- The redshift evolution of X-ray and Sunyaev-Zel'dovich scaling relations in the FABLE simulations
- The SRG/eROSITA All-Sky Survey: SRG/eROSITA cross-calibration with Chandra and XMM-Newton using galaxy cluster gas temperatures
- Constraining the mass and redshift evolution of the hydrostatic mass bias using the gas mass fraction in galaxy clusters
- Effects of Multiphase Gas and Projection on X-ray Observables in Simulated Galaxy Clusters as Seen by eROSITA
- Cluster cosmology with the NIKA2 SZ Large Program
- Rhapsody-C simulations -- Anisotropic thermal conduction, black hole physics, and the robustness of massive galaxy cluster scaling relations
- The NIKA2 Sunyaev-Zeldovich Large Program
- The hydrostatic-to-lensing mass bias from resolved X-ray and optical-IR data
- The Three Hundred-NIKA2 Sunyaev-Zeldovich Large Program twin samples: Synthetic clusters to support real observations
- Spherical bias on the 3D reconstruction of the ICM density profile in galaxy clusters