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.File | Dimensione | Formato | |
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Montanari_2021_J._Cosmol._Astropart._Phys._2021_002.pdf
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