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arXiv 2510.03424astro-ph.GA
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从深度光学观测推断大质量星系团的暗物质分布:来自TNG300模拟的洞见

Inferring the dark matter distribution of massive galaxy clusters from deep optical observations: insights from the TNG300 simulation

Aditya Manuwal, Vladimir Avila-Reese, Daniel Montenegro-Taborda, Vicente Rodriguez-Gomez, Bernardo Cervantes Sodi

AI总结:

本文基于TNG300模拟构造40个大质量星系团的深度g′波段模拟观测,利用BCG+ICL轮廓与暗物质轮廓的准线性关系,实现了对星系团暗物质浓度和质量的有效恢复。

摘要:

星系团内的河外恒星贡献了团内光(ICL),该光被认为是潜在暗物质(DM)分布的一种有前景的示踪物。在本研究中,我们采用TNG300模拟来研究从深度、大视场光学图像恢复星系团暗物质分布的前景。为此,我们在z=0.06处为Wendelstein大视场成像仪(WWFI)的g′波段生成了40个大质量星系团(M200≳10^14.5 M⊙)的模拟观测,并遵循观测流程,通过掩蔽卫星星系来分离最亮团星系(BCG)与ICL的辐射。通过将这些图像得到的Σ_BCG+ICL轮廓与中心子晕的Σ_DM轮廓进行比较,我们发现,对于R_Δ=R_200和R_500,Σ_cen-DM/Σ_BCG+ICL在对数空间中与归一化距离r/R_Δ呈现准线性标度关系。该标度的离散主要是随机的,表现出对形成时间和动力学状态的微弱依赖。对于R_200,我们恢复的DM浓度和质量分别在其真实值的约23%和约15%以内;而对于R_500,不确定性大约大3%。此外,我们发现浓度可以利用BCG+ICL占比来估计,中心DM质量可以利用BCG+ICL流量来估计,总DM质量可以利用热辐射流量来估计。这些结果证明了在不久的将来利用Vera C. Rubin天文台等设施观测星系团并推导其暗物质特征的可行性。

英文摘要:

Extragalactic stars within galaxy clusters contribute to the intracluster light (ICL), which is thought to be a promising tracer of the underlying dark matter (DM) distribution. In this study, we employ the TNG300 simulation to investigate the prospect of recovering the dark matter distribution of galaxy clusters from deep, wide-field optical images. For this, we generate mock observations of 40 massive clusters ($M_{200}\gtrsim 10^{14.5}\,{\rm M}_\odot$) at $z=0.06$ for the $g'$ band of the Wendelstein Wide-Field Imager (WWFI), and isolate the emission from the brightest cluster galaxy (BCG) and the ICL by masking the satellite galaxies, following observational procedures. By comparing $Σ_{\rm BCG+ICL}$ profiles from these images against $Σ_{\rm DM}$ profiles for the central subhaloes, we find that $Σ_{\rm cen-DM}/Σ_{\rm BCG+ICL}$ exhibits a quasi-linear scaling relation in log space with the normalised distance $r/R_Δ$, for both $R_Δ=R_{200}$ and $R_{500}$. The scatter in the scaling is predominantly stochastic, showing a weak dependence on formation time and dynamical state. We recover the DM concentration and mass within $\approx 23$ and $\approx 15$ per cent of their true values (for $R_{200}$), respectively, and with $\approx 3$ per cent larger uncertainties for $R_{500}$. Alternatively, we find that the concentration can be estimated using the BCG+ICL fraction, the central's DM mass using the BCG+ICL flux, and the total DM mass using the bolometric flux. These results demonstrate the feasibility of deriving dark matter characteristics of galaxy clusters to be observed with facilities like the Vera C. Rubin Observatory in the near future.

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