Void Number Counts as a Cosmological Probe for the Large-Scale Structure

Yingxiao Song, Qi Xiong, Yan Gong, Furen Deng, Kwan Chuen Chan, Xuelei Chen, Qi Guo, Yun Liu, Wenxiang Pei
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Abstract

Void number counts (VNC) indicates the number of low-density regions in the large-scale structure (LSS) of the Universe, and we propose to use it as an effective cosmological probe. By generating the galaxy mock catalog based on Jiutian simulations and considering the spectroscopic survey strategy and instrumental design of the China Space Station Telescope (CSST), which can reach a magnitude limit $\sim$23 AB mag and spectral resolution $R\gtrsim200$ with a sky coverage 17,500 deg$^2$, we identify voids using the watershed algorithm without any assumption of void shape, and obtain the mock void catalog and data of the VNC in six redshift bins from $z=0.3$ to1.3. We use the Markov Chain Monte Carlo (MCMC) method to constrain the cosmological and VNC parameters. The void linear underdensity threshold $\delta_{\rm v}$ in the theoretical model is set to be a free parameter at a given redshift to fit the VNC data and explore its redshift evolution. We find that, the VNC can correctly derive the cosmological information, and the constraint strength on the cosmological parameters is comparable to that from the void size function (VSF) method, which can reach a few percentage levels in the CSST full spectroscopic survey. This is because that, since the VNC is not sensitive to void shape, the modified theoretical model can match the data better by integrating over void features, and more voids could be included in the VNC analysis by applying simpler selection criteria, which will improve the statistical significance. It indicates that the VNC can be an effective cosmological probe for exploring the LSS.
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虚空数计数作为大尺度结构的宇宙学探测器
虚空数(VNC)表示宇宙大尺度结构(LSS)中低密度区域的数量,我们建议将其作为一种有效的宇宙学探测手段。基于九天模拟生成的星系模拟星表,并考虑到中国空间站望远镜的光谱巡天策略和仪器设计(其星等极限为23 AB mag,光谱分辨率为200 R/gtrsim,天空覆盖范围为17500 deg$^2$),我们在不假定空洞形状的情况下,利用分水岭算法识别空洞,得到了模拟空洞星表和从$z=0.3$到1.3$六个红移带的VNC数据。3$ 到 1.3。我们使用马尔可夫链蒙特卡洛(MCMC)方法来约束宇宙学和VNC参数。将理论模型中的空洞线性密度不足阈值$\delta_{\rm v}$设为给定红移下的自由参数,以拟合VNC数据并探索其红移演化。我们发现,VNC可以正确地推导出宇宙学信息,对宇宙学参数的约束强度与虚空尺寸函数(VSF)方法相当,在CSST全谱巡天中可以达到几个百分点的水平。这是因为,由于 VNC 对空洞的形状不敏感,修正后的理论模型通过对空洞特征进行积分,可以更好地匹配数据,而且通过采用更简单的选择标准,可以将更多的空洞纳入 VNC 分析,从而提高统计意义。这表明 VNC 可以成为探索 LSS 的有效宇宙学探针。
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