We present a method that allows us for the first time to estimate the signal-to-noise ratio (SNR) of the harmonic-space galaxy bispectrum induced by gravity, a complementary probe to already well established Fourier-space clustering analyses. We show how to do it considering only ∼ 1000 triangle configurations in multipole space, corresponding to a computational speedup of a factor O(102) − O(103), depending on the redshift bin, when including mildly non-linear scales. Assuming observational specifications consistent with forthcoming spectroscopic and photometric galaxy surveys like the Euclid satellite and the Square Kilometre Array (phase 1), we show: that given a single redshift bin, spectroscopic surveys outperform photometric surveys; and that — due to shot-noise and redshift bin width balance — bins at redshifts z ∼ 1 bring higher cumulative SNR than bins at lower redshifts z ∼ 0.5. Our results for the largest cumulative SNR ∼ 15 suggest that the harmonic-space bispectrum is detectable within narrow (∆z ∼ 0.01) spectroscopic redshift bins even when including only mildly non-linear scales. Tomographic reconstructions and inclusion of highly non-linear scales will further boost detectability with upcoming galaxy surveys. In addition, we discuss how, using the Karhunen-Loève transform, a detection analysis only requires a 1 × 1 covariance matrix for a single redshift bin.

Speeding up the detectability of the harmonic-space galaxy bispectrum

Camera S.
2021-01-01

Abstract

We present a method that allows us for the first time to estimate the signal-to-noise ratio (SNR) of the harmonic-space galaxy bispectrum induced by gravity, a complementary probe to already well established Fourier-space clustering analyses. We show how to do it considering only ∼ 1000 triangle configurations in multipole space, corresponding to a computational speedup of a factor O(102) − O(103), depending on the redshift bin, when including mildly non-linear scales. Assuming observational specifications consistent with forthcoming spectroscopic and photometric galaxy surveys like the Euclid satellite and the Square Kilometre Array (phase 1), we show: that given a single redshift bin, spectroscopic surveys outperform photometric surveys; and that — due to shot-noise and redshift bin width balance — bins at redshifts z ∼ 1 bring higher cumulative SNR than bins at lower redshifts z ∼ 0.5. Our results for the largest cumulative SNR ∼ 15 suggest that the harmonic-space bispectrum is detectable within narrow (∆z ∼ 0.01) spectroscopic redshift bins even when including only mildly non-linear scales. Tomographic reconstructions and inclusion of highly non-linear scales will further boost detectability with upcoming galaxy surveys. In addition, we discuss how, using the Karhunen-Loève transform, a detection analysis only requires a 1 × 1 covariance matrix for a single redshift bin.
2021
2021
1
002
002
Cosmic web; Cosmological parameters from LSS; Galaxy surveys; Redshift surveys
Montanari F.; Camera S.
File in questo prodotto:
File Dimensione Formato  
Montanari_2021_J._Cosmol._Astropart._Phys._2021_002.pdf

Accesso riservato

Tipo di file: PDF EDITORIALE
Dimensione 1.54 MB
Formato Adobe PDF
1.54 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1769049
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? ND
social impact