Abstract
Numerical N-body simulations play a central role in the assessment of
weak gravitational lensing statistics, residual systematics and error
analysis. In this paper, we investigate and quantify the impact of
finite simulation volume on weak lensing two- and four-point statistics.
These finite support (FS) effects are modelled for several estimators,
simulation box sizes and source redshifts, and validated against a new
large suite of 500 N-body simulations. The comparison reveals that our
theoretical model is accurate to better than 5 per cent for the shear
correlation function ξ+(θ) and its error. We find
that the most important quantities for FS modelling are the ratio
between the measured angle θ and the angular size of the
simulation box at the source redshift,
θbox(zs), or the multipole equivalent
ℓ/ℓbox(zs). When this ratio reaches 0.1,
independently of the source redshift, the shear correlation function
ξ+ is suppressed by 5, 10, 20 and 25 per cent for
Lbox = 1000, 500, 250 and 147 h-1 Mpc,
respectively. The same effect is observed in ξ-(θ),
but at much larger angles. This has important consequences for
cosmological analyses using N-body simulations and should not be
overlooked. We propose simple semi-analytic correction strategies that
account for shape noise and survey masks, generalizable to any weak
lensing estimator. From the same simulation suite, we revisit the
existing non-Gaussian covariance matrix calibration of the shear
correlation function, and propose a new one based on the 9-year
Wilkinson Microwave Anisotropy Probe)+baryon acoustic
oscillations+supernova cosmology. Our calibration matrix is accurate at
20 per cent down to the arcminute scale, for source redshifts in the
range 0 <z <3, even for the far off-diagonal elements. We
propose, for the first time, a parametrization for the full
ξ- covariance matrix, also 20 per cent accurate for most
elements.
Original language | English |
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Pages (from-to) | 2857-2873 |
Journal | Monthly Notices of the Royal Astronomical Society |
Volume | 450 |
Issue number | 3 |
DOIs | |
Publication status | Published - 1 Jul 2015 |
Keywords
- methods: numerical
- dark matter
- large-scale structure of Universe