首先在eBOSS中进行Ly-α一维双谱测量

IF 5.3 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS
Rodrigo de la Cruz, Gustavo Niz, Vid Iršič, Corentin Ravoux, César Ramírez and Hiram K. Herrera-Alcantar
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引用次数: 0

摘要

我们首次利用完整的扩展重子振荡光谱调查(eBOSS)类星体样本对一维Lyman α (Ly-α)森林双谱进行了稳健测量,该样本对应于斯隆数字巡天(SDSS)的第16次数据发布(DR16)。测量采用了一个FFT估计器,超过12个红移箱,范围从z = 2.2到z = 4.4,并扩展到0.017 (km/s)-1的尺度。使用的样本由122066个类星体光谱组成;然而,只有前六个红移箱包含足够的数据来提取物理双谱。为了验证和纠正双谱测量,我们使用从对数正态和2LPT模拟生成的合成数据集。此外,我们在双谱信号中发现了SiIII吸收线和Ly-α森林之间相关性的明确证据,我们使用应用于类似一维功率谱信号的方法的扩展对其进行建模。在这种背景下,为本研究开发的管道解决了仪器和方法系统的影响,并准备应用于更大的光谱数据集,例如来自暗能量光谱仪器(DESI)的数据集。最后,我们将信号与简单的摄动理论模型进行比较,其中χ2分析显示z≤3.2时特定双谱配置的合理拟合;这表明在未来的分析中,Ly-α森林的高阶一维统计可以补充基于功率谱的宇宙学推断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
First Ly-α 1D bispectrum measurement in eBOSS
We present the first robust measurement of the one-dimensional Lyman alpha (Ly-α) forest bispectrum using the complete extended Baryon Oscillation Spectroscopic Survey (eBOSS) quasar sample, corresponding to the sixteenth data release (DR16) of the Sloan Digital Sky Survey (SDSS). The measurement employs an FFT estimator over 12 redshift bins, ranging from z = 2.2 to z = 4.4, and extends to scales of 0.017 (km/s)-1. The used sample consists of 122,066 quasar spectra; however, only the first six redshift bins contain sufficient data to extract a physical bispectrum. To validate and correct the bispectrum measurement, we use synthetic datasets generated from lognormal and 2LPT mocks. Additionally, we detect clear evidence of correlations between SiIII absorption lines and the Ly-α forest within the bispectrum signal, which we model using an extension of the approach applied to the analogous one-dimensional power spectrum signal. In this context, the pipeline developed for this study addresses the impact of instrumental and methodological systematics and is ready for application to larger spectroscopic datasets, such as those from the Dark Energy Spectroscopic Instrument (DESI). Finally, we compare the signal to a simple perturbation theory model, where a χ2 analysis shows a reasonable fit for specific bispectrum configurations with z ≤ 3.2; suggesting that higher-order one-dimensional statistics in the Ly-α forest can complement cosmological inference based on the power spectrum in future analyses.
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来源期刊
Journal of Cosmology and Astroparticle Physics
Journal of Cosmology and Astroparticle Physics 地学天文-天文与天体物理
CiteScore
10.20
自引率
23.40%
发文量
632
审稿时长
1 months
期刊介绍: Journal of Cosmology and Astroparticle Physics (JCAP) encompasses theoretical, observational and experimental areas as well as computation and simulation. The journal covers the latest developments in the theory of all fundamental interactions and their cosmological implications (e.g. M-theory and cosmology, brane cosmology). JCAP''s coverage also includes topics such as formation, dynamics and clustering of galaxies, pre-galactic star formation, x-ray astronomy, radio astronomy, gravitational lensing, active galactic nuclei, intergalactic and interstellar matter.
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