Detecting galaxy groups populating the local Universe in the eROSITA era

I. Marini, P. Popesso, G. Lamer, K. Dolag, V. Biffi, S. Vladutescu-Zopp, A. Dev, V. Toptun, E. Bulbul, J. Comparat, N. Malavasi, A. Merloni, T. Mroczkowski, G. Ponti, R. Seppi, S. Shreeram, Y. Zhang
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Abstract

eROSITA will deliver an unprecedented volume of X-ray survey observations, $20-30$ times more sensitive than ROSAT in the soft band ($0.5-2.0$ keV) and for the first time imaging in the hard band ($2-10$ keV). The final observed catalogue of sources will include galaxy clusters and groups along with obscured and unobscured ( active galactic nuclei ) AGNs. This calls for a powerful theoretical effort to mitigate potential systematics and biases that may influence the data analysis. We investigate the detection technique and selection biases in the galaxy group and AGN populations within a simulated X-ray observation conducted at the depth equivalent to a four-year eROSITA survey (eRASS:4). We generate a mock observation spanning $30 30$ deg2 based on the cosmological hydrodynamical simulation Magneticum Pathfinder from $z=0$ up to redshift $z=0.2$, mirroring the depth of eRASS:4 (with an average exposure of$ 600$ s). We combined a physical background from the real eFEDS background analysis with realistic simulations of X-ray emission for the hot gas, AGNs, and XRB. Using a detection method similar to that utilised for eRASS data, we assessed completeness and contamination levels to reconstruct the luminosity functions for both extended and point sources within the catalogue. We define the completeness of extended detections as a function of the input X-ray flux $S_ $ and halo mass $M_ $ at the depth of eRASS:4. Notably, we fully recovered the brightest (most massive) galaxy clusters and AGNs. However, a significant fraction of galaxy groups ($M_ M_ odot $) remain undetected. Examining gas properties between the detected and undetected galaxy groups at a fixed halo mass, we observe that the detected population typically displays higher X-ray brightness compared to the undetected counterpart. Furthermore, we establish that X-ray luminosity primarily correlates with the hot gas fraction, rather than temperature or metallicity. Our simulation suggests a systematic selection bias in current surveys, leading to X-ray catalogues predominantly composed of the lowest-entropy, gas-richest, and highest surface brightness halos on galaxy group scales.
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探测eROSITA时代本地宇宙中的星系群
eROSITA 将提供前所未有的大量 X 射线巡天观测数据,在软波段(0.5-2.0 美元 keV)的灵敏度是 ROSAT 的 20-30 倍,并首次在硬波段(2-10 美元 keV)进行成像。最终观测到的源目录将包括星系团和星系群,以及被遮挡和未被遮挡的(活动星系核)AGN。这就需要强大的理论努力,以减轻可能影响数据分析的潜在系统性和偏差。我们在一个模拟的X射线观测中研究了星系群和AGN群的探测技术和选择偏差,观测深度相当于四年的eROSITA巡天(eRASS:4)。我们以宇宙学流体力学模拟 Magneticum Pathfinder 为基础,生成了一个跨度为 $30 30$ deg2 的模拟观测数据,从 $z=0$ 一直到红移 $z=0.2$,与 eRASS:4 的深度相当(平均曝光时间为 $600$s)。我们将来自实际 eFEDS 背景分析的物理背景与热气体、AGN 和 XRB 的 X 射线发射的现实模拟相结合。利用与 eRASS 数据类似的探测方法,我们评估了完整度和污染水平,以重建目录中扩展源和点源的光度函数。我们将扩展探测的完整性定义为输入 X 射线通量 $S_ $ 和 eRASS:4 深度的晕质量 $M_ $ 的函数。值得注意的是,我们完全恢复了最亮(质量最大)的星系团和 AGN。但是,还有相当一部分星系团(M_ M_ odot $)没有被探测到。在固定的光环质量下,研究探测到的星系群和未探测到的星系群之间的气体特性,我们发现探测到的星系群通常比未探测到的星系群显示出更高的X射线亮度。此外,我们还确定,X射线亮度主要与热气体部分相关,而不是与温度或金属度相关。我们的模拟结果表明,目前的观测存在系统性选择偏差,导致X射线目录主要由星系群尺度上熵最低、气体最丰富、表面亮度最高的晕组成。
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