Detecting Galaxy Groups and AGNs populating the local Universe in the eROSITA era
arXiv:2404.12719 · doi:10.1051/0004-6361/202450442
Abstract
The eROSITA will deliver an unprecedented volume of X-ray survey observations, 20-30 times more sensitive than ROSAT in the soft band (0.5-2 keV) and for the first time imaging in the hard band (2-10 keV) including galaxy clusters and groups along with obscured and unobscured AGNs. This calls for a powerful theoretical effort to control the systematics and biases that may affect the data analysis. We investigate the detection technique and selection effects in the galaxy group and AGN populations of a mock eROSITA survey at the depth of eRASS:4. We create a deg mock observation based on the cosmological hydrodynamical simulation Magneticum Pathfinder within z=0-0.2. We combine a physical background extracted from the real eFEDS background analysis with realistic simulations of X-ray emission for the hot gas, AGNs and X-ray binaries. We apply a detection procedure equivalent to the reduction done on eRASS data and evaluate the completeness and contamination to reconstruct the luminosity functions of the extended and point sources in the catalogue. We assess the completeness of extended detections as a function of the input X-ray flux and halo. We achieve full recovery of the brightest (most massive) clusters and AGNs. However, a significant fraction of galaxy groups remains undetected. Examining the gas properties between the detected and undetected galaxy groups at fixed halo mass, we observe that the detected population exhibits, on average, higher X-ray brightness compared to the undetected ones. Moreover, we find that X-ray luminosity primarily correlates with the hot gas fraction, rather than temperature or metallicity. Our simulation suggests the presence of a systematic selection effect in current surveys, resulting in X-ray survey catalogues predominantly composed of the lowest-entropy, gas-richest, and highest surface brightness halos on galaxy group scales.
18 pages, 14 figures, submitted to A&A
References in corpus (49)
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- Introducing the Illustris Project: Simulating the coevolution of dark and visible matter in the Universe
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- The effect of photo-ionization on the cooling rates of enriched, astrophysical plasmas
- The synthesis of the cosmic X-ray background in the Chandra and XMM-Newton era
- Testing X-ray Measurements of Galaxy Clusters with Cosmological Simulations
- The SRG X-ray orbital observatory, its telescopes and first scientific results
- Chemical enrichment of galaxy clusters from hydrodynamical simulations
- The SRG/eROSITA all-sky survey: First X-ray catalogues and data release of the western Galactic hemisphere
- The eROSITA Final Equatorial Depth Survey (eFEDS): The X-ray catalog
- Cosmic X-ray Surveys of Distant Active Galaxies: The Demographics, Physics, and Ecology of Growing Supermassive Black Holes
- Systematics in the X-ray Cluster Mass Estimators
- The galaxy cluster mass scale and its impact on cosmological constraints from the cluster population
- Scaling Properties of a Complete X-ray Selected Galaxy Group Sample
- The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys
- Galaxy And Mass Assembly (GAMA): Data Release 4 and the z < 0.1 total and z < 0.08 morphological galaxy stellar mass functions
- A refined sub-grid model for black hole accretion and AGN feedback in large cosmological simulations
- Linking Macro, Meso, and Micro Scales in Multiphase AGN Feeding and Feedback
- The eROSITA Final Equatorial-Depth Survey (eFEDS): Catalog of galaxy clusters and groups
- Feedback from Active Galactic Nuclei in Galaxy Groups
- Chaotic cold accretion on to black holes in rotating atmospheres
- X-ray Binary Luminosity Function Scaling Relations for Local Galaxies Based on Subgalactic Modeling
- Turbulence and Vorticity in Galaxy Clusters Generated by Structure Formation
- The eROSITA Final Equatorial-Depth Survey (eFEDS): Identification and characterization of the counterparts to the point-like sources
- The eROSITA Final Equatorial-Depth Survey (eFEDS): The AGN Catalogue and its X-ray Spectral Properties
- The extended ROSAT-ESO Flux Limited X-ray Galaxy Cluster Survey (REFLEX II) IV. X-ray Luminosity Function and First Constraints on Cosmological Parameters
- Simulating Groups and the IntraGroup Medium: The Surprisingly Complex and Rich Middle Ground Between Clusters and Galaxies
- Scaling Properties of Galaxy Groups
- The eROSITA Final Equatorial-Depth Survey (eFEDS): X-ray Observable-to-Mass-and-Redshift Relations of Galaxy Clusters and Groups with Weak-Lensing Mass Calibration from the Hyper Suprime-Cam Subaru Strategic Program Survey
- The Effect of Anisotropic Viscosity on Cold Fronts in Galaxy Clusters
- The eROSITA Final Equatorial-Depth Survey (eFEDS): Galaxy Clusters and Groups in Disguise
- The eROSITA Final Equatorial-Depth Survey (eFEDS): X-ray Properties and Scaling Relations of Galaxy Clusters and Groups
- The Outer Halos of Very Massive Galaxies: BCGs and their DSC in the Magneticum Simulations
- Abundance and temperature of the outer hot circum-Galactic medium: The SRG/eROSITA view of the soft X-ray background in the eFEDS field
- Detecting clusters of galaxies and active galactic nuclei in an eROSITA all-sky survey digital twin
- Offset between X-ray and optical centers in clusters of galaxies: connecting eROSITA data and simulations
- Kinematics of Simulated Galaxies II: Probing the Stellar Kinematics of Galaxies out to Large Radii
- The eROSITA view of the Abell 3391/95 field: a case study from the Magneticum cosmological simulation
- Establishing the X-ray Source Detection Strategy for eROSITA with Simulations
- SRG/eROSITA X-ray shadowing study of giant molecular clouds
- The eROSITA view of the Abell 3391/95 field: The Northern Clump. The largest infalling structure in the longest known gas filament observed with eROSITA, XMM-Newton, and Chandra
- The SRG/eROSITA All-Sky Survey: SRG/eROSITA cross-calibration with Chandra and XMM-Newton using galaxy cluster gas temperatures
- Decomposition of galactic X-ray emission with Phox: Contributions from hot gas and XRBs
- The eROSITA view of the Abell 3391/95 field: Cluster Outskirts and Filaments
- Effects of Multiphase Gas and Projection on X-ray Observables in Simulated Galaxy Clusters as Seen by eROSITA
- Simulation view of galaxy clusters with low X-ray surface brightness
- Prospects of detecting soft X-ray emission from typical WHIM filaments around massive clusters and the Coma cluster soft excess
- Hydrostatic Mass Profiles of Galaxy Clusters in the eROSITA Survey
- The soft X-ray Cluster-AGN spatial cross-correlation function in the ROSAT-NEP survey
Cited by in corpus (13)
- Detecting clusters and groups of galaxies populating the local Universe in large optical spectroscopic surveys
- The hot gas mass fraction in halos. From Milky Way-like groups to massive clusters
- The impact of assembly history on the X-ray detectability of halos. From galaxy groups to galaxy clusters
- Average X-ray properties of galaxy groups. From Milky Way-like halos to massive clusters
- How the cool-core population transitions from galaxy groups to massive clusters: A comparison of the largest Magneticum simulation with eROSITA, XMM-Newton, Chandra and LOFAR observations
- The perils of stacking optically selected groups in eROSITA data. The Magneticum perspective
- The Three Hundred Project: Modeling Baryon and Hot-Gas Fraction Evolution in Simulated Clusters
- Cross-correlation between soft X-rays and galaxies A new benchmark for galaxy evolution models
- The eROSITA view on the halo mass-temperature relation: From low-mass groups to massive clusters
- Modelling the selection of galaxy groups with end to end simulations
- Average energy of the X-ray spectrum as a model-independent proxy for the mass of galaxy clusters
- Mapping luminous and dark matter in the Universe
- X-ray emission in IllustrisTNG circum-cluster environments. II -- Possible origins of the soft X-ray excess emission