Flat-sky Angular Power Spectra Revisited
arXiv:2307.13768 · doi:10.1088/1475-7516/2024/02/003
Abstract
We revisit the flat-sky approximation for evaluating the angular power spectra of projected random fields by retaining information about the correlations along the line of sight. With broad, overlapping radial window functions, these line-of-sight correlations are suppressed and are ignored in the Limber approximation. However, retaining the correlations is important for narrow window functions or unequal-time spectra but introduces significant computational difficulties due to the highly oscillatory nature of the integrands involved. We deal with the integral over line-of-sight wave-modes in the flat-sky approximation analytically, using the FFTlog expansion of the 3D power spectrum. This results in an efficient computational method, which is a substantial improvement compared to any full-sky approaches. We apply our results to galaxy clustering (with and without redshift-space distortions), CMB lensing and galaxy lensing observables. For clustering, we find excellent agreement with the full-sky results on large (percent-level agreement) and intermediate or small (subpercent agreement) scales, dramatically out-performing the Limber approximation for both wide and narrow window functions, and in equal- and unequal-time cases. In the case of lensing, we show on the full sky that the angular power spectrum of the convergence can be very well approximated by projecting the 3D Laplacian (rather than the correct angular Laplacian) of the gravitational potential, even on large scales. Combining this approximation with our flat-sky techniques provides an efficient and accurate evaluation of the CMB lensing angular power spectrum on all scales.
37 pages, 14 figures. Accepted JCAP
References in corpus (42)
- Efficient Computation of CMB anisotropies in closed FRW models
- Non-Gaussian features of primordial fluctuations in single field inflationary models
- Observational Probes of Cosmic Acceleration
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- Weak Gravitational Lensing of the CMB
- Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report
- Cosmology and Fundamental Physics with the Euclid Satellite
- The imprints of primordial non-gaussianities on large-scale structure: scale dependent bias and abundance of virialized objects
- Nongaussian Isocurvature Perturbations from Inflation
- The Cosmic Linear Anisotropy Solving System (CLASS) I: Overview
- Extended Limber Approximation
- The effect of primordial non-Gaussianity on halo bias
- Weak Lensing and Cosmology
- Uncorrelated Modes of the Nonlinear Power Spectrum
- Primordial non-gaussianity, statistics of collapsed objects, and the Integrated Sachs-Wolfe effect
- Cosmology with the SPHEREX All-Sky Spectral Survey
- FAST-PT: a novel algorithm to calculate convolution integrals in cosmological perturbation theory
- The multi-frequency angular power spectrum of the epoch of reionization 21 cm signal
- Cosmological Perturbation Theory Using the FFTLog: Formalism and Connection to QFT Loop Integrals
- Beyond the plane-parallel approximation for redshift surveys
- Beyond Limber: Efficient computation of angular power spectra for galaxy clustering and weak lensing
- How accurate is Limber's equation?
- Fast Large Scale Structure Perturbation Theory using 1D FFTs
- The effect of Limber and flat-sky approximations on galaxy weak lensing
- Redshift-space distortions with wide angular separations
- Efficient Evaluation of Cosmological Angular Statistics
- Science Impacts of the SPHEREx All-Sky Optical to Near-Infrared Spectral Survey II: Report of a Community Workshop on the Scientific Synergies Between the SPHEREx Survey and Other Astronomy Observatories
- FFT-PT: Reducing the two-loop large-scale structure power spectrum to low-dimensional radial integrals
- Large Synoptic Survey Telescope: Dark Energy Science Collaboration
- 2-FAST: Fast and accurate computation of projected two-point functions
- Beyond the traditional Line-of-Sight approach of cosmological angular statistics
- The Zeldovich approximation and wide-angle redshift-space distortions
- Non-linear contributions to angular power spectra
- Developing a unified pipeline for large-scale structure data analysis with angular power spectra -- I. The importance of redshift-space distortions for galaxy number counts
- SuperFaB: a fabulous code for Spherical Fourier-Bessel decomposition
- Effects of Linear Redshift Space Distortions and Perturbation Theory on BAOs: A 3D Spherical Analysis
- Matched filtering with interferometric 21cm experiments
- The Flat Sky Approximation to Galaxy Number Counts
- Galaxy Clustering in 3D and Modified Gravity Theories
- On the asymptotic connection between full- and flat-sky angular correlators
- Small scale effects in the observable power spectrum at large angular scales
- Fast Calculation of Nonlinear Redshift-space Galaxy Power Spectrum Including Selection Bias
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- Synergy between CSST and third-generation gravitational-wave detectors: Inferring cosmological parameters using cross-correlation of dark sirens and galaxies