星系团双谱的窗口卷积

IF 5.9 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS
M.S. Wang, F. Beutler, J. Aguilar, S. Ahlen, D. Bianchi, D. Brooks, T. Claybaugh, A. de la Macorra, P. Doel, A. Font-Ribera, E. Gaztañaga, G. Gutierrez, K. Honscheid, C. Howlett, D. Kirkby, A. Lambert, M. Landriau, R. Miquel, G. Niz, F. Prada, I. Pérez-Ràfols, G. Rossi, E. Sanchez, D. Schlegel, M. Schubnell, D. Sprayberry, G. Tarlé and B.A. Weaver
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引用次数: 0

摘要

在星系调查分析中,观测到的聚类统计数据并不直接与理论预测相匹配,而是通过一个窗口函数进行处理,该窗口函数由调查几何形状产生,包括天空足迹、红移相关的背景数密度和系统权重。虽然功率谱的窗口卷积已经得到了很好的研究,但对于具有较多自由度的双谱,窗口卷积在数值和计算上都是一个巨大的挑战。在这项工作中,我们考虑了测量窗口对双谱三极球谐分解的影响,并通过一系列构型空间三点相关函数的展开制定了其卷积的正式程序,该方法由Sugiyama等人(2019)首次提出。然后,我们提供了全窗口卷积的线性代数公式,其中无窗双谱模型向量可以直接预乘特定于每个测量几何形状的窗口矩阵。为了验证该管道,我们重点研究了位于南银河帽(SGC)红移区0.4≤z≤0.6的暗能量光谱仪器(DESI)数据发布1号(DR1)发光红星系(LRG)样本。我们首先对离散随机目录的窗函数测量进行收敛性检验,然后研究在有限项截断的窗口卷积级数展开式的收敛性以及窗口矩阵的性能。这项工作突出了功率谱和双谱之间窗口卷积的差异,并为后者提供了一个流线型的管道,用于当前的调查,如DESI和欧几里得任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Window convolution of the galaxy clustering bispectrum
In galaxy survey analysis, the observed clustering statistics do not directly match theoretical predictions but rather have been processed by a window function that arises from the survey geometry including the sky footprint, redshift-dependent background number density and systematic weights. While window convolution of the power spectrum is well studied, for the bispectrum with a larger number of degrees of freedom, it poses a significant numerical and computational challenge. In this work, we consider the effect of the survey window in the tripolar spherical harmonic decomposition of the bispectrum and lay down a formal procedure for their convolution via a series expansion of configuration-space three-point correlation functions, which was first proposed by Sugiyama et al. (2019). We then provide a linear algebra formulation of the full window convolution, where an unwindowed bispectrum model vector can be directly premultiplied by a window matrix specific to each survey geometry. To validate the pipeline, we focus on the Dark Energy Spectroscopic Instrument (DESI) Data Release 1 (DR1) luminous red galaxy (LRG) sample in the South Galactic Cap (SGC) in the redshift bin 0.4 ≤ z ≤ 0.6. We first perform convergence checks on the measurement of the window function from discrete random catalogues, and then investigate the convergence of the window convolution series expansion truncated at a finite of number of terms as well as the performance of the window matrix. This work highlights the differences in window convolution between the power spectrum and bispectrum, and provides a streamlined pipeline for the latter for current surveys such as DESI and the Euclid mission.
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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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