Window convolution of the galaxy clustering bispectrum

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. PradaI. Pérez-Ràfols, G. Rossi, E. Sanchez, D. Schlegel, M. Schubnell, D. Sprayberry, G. Tarlé, B. A. Weaver

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

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.
Original languageEnglish
Article number031
Pages (from-to)0-30
Number of pages30
JournalJournal of Cosmology and Astroparticle Physics (JCAP)
Volume2025
Issue number6
DOIs
Publication statusPublished - 18 Jun 2025

Keywords / Materials (for Non-textual outputs)

  • galaxy clustering
  • redshift surveys

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