Exploring Primordial Non-Gaussianity Measurements in the CSST Spectroscopic Survey
探索CSST光谱巡天中的原初非高斯性测量
Jiangnan Duan, Yan Gong, Qi Xiong, Xuelei Chen, Qi Guo, Ming Li, Yun Liu, Wenxiang Pei
AI总结 利用CSST光谱巡天模拟数据,联合功率谱与双谱约束局域型原初非高斯性参数f_NL,精度提升5%-6%,验证了高阶统计量在宇宙大尺度结构中的重要性。
Comments 13 pages, 7 figures, 2 tables
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原初非高斯性(PNG)是研究早期宇宙和暴胀物理的基本探针。本文针对即将开展的中国空间站巡天望远镜(CSST)的光谱星系巡天,全面研究了局域型PNG参数$f_{\rm NL}$的约束能力。利用高分辨率九天神N体模拟套件,我们在三个代表性红移$z=0.3$、0.6和0.9处构建了发射线星系(ELGs)的逼真模拟星表。同时考虑了预期的CSST观测特征,包括红移不确定性和基于发射线信噪比的选择函数。我们开发了一个稳健的分析框架,用于红移空间星系功率谱和双谱,考虑了红移空间畸变、尺度依赖偏差和非线性效应。通过联合马尔可夫链蒙特卡洛(MCMC)分析,我们发现仅功率谱就能提供有竞争力的约束,而加入双谱(特别是针对挤压极限构型)可将$f_{\rm NL}$约束精度提高约5%-6%。我们的联合分析在三个红移处、共1~($h^{-1}$Gpc)$^3$共动体积的模拟数据中得到了$f_{\rm NL}=-20\pm52$的约束结果,对于CSST全光谱巡天,约束精度预计将提高数倍甚至一个数量级。这项工作展示了CSST等第四代巡天探测暴胀物理的潜力,并强调了高阶统计量在从大尺度结构巡天中提取信息的重要性。
Primordial non-Gaussianity (PNG) is a fundamental probe of the physics of the early Universe and inflation. Here we present a comprehensive study of the constraints on the local-type PNG parameter, $f_{\rm NL}$, for the spectroscopic galaxy survey of the upcoming Chinese Space-station Survey Telescope (CSST). Utilizing the high-resolution Jiutian N-body simulation suite, we construct realistic mock catalogs for emission line galaxies (ELGs) at three representative redshifts $z=0.3$, 0.6, and 0.9. The expected CSST observational characteristics are also considered, including redshift uncertainties and selection functions based on signal-to-noise ratios of emission lines. We develop a robust analysis framework for the redshift-space galaxy power spectrum and bispectrum that accounts for redshift-space distortions, scale-dependent bias, and nonlinear effects. Through a joint Markov Chain Monte Carlo (MCMC) analysis, we find that the power spectrum alone provides competitive constraints, while the inclusion of the bispectrum, specifically targeting the squeezed-limit configurations, improves the $f_{\rm NL}$ constraint precision by approximately 5%-6%. Our joint analysis yields a constraint result of $f_{\rm NL}=-20\pm52$ for the mock data in the 1~($h^{-1}$Gpc)$^3$ comoving volume at the three redshifts, and the constraint accuracy is expected to be improved by several times or even one order of magnitude for the CSST full spectroscopic survey. This work demonstrates the potential of the Stage~IV surveys like CSST to probe inflationary physics, and highlights the importance of higher-order statistics in extracting information from large-scale structure surveys.