Pixelization Effects In Cosmic Shear Angular Power Spectra
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작성자 IZ 작성일25-10-25 18:35 (수정:25-10-25 18:35)관련링크
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We derive models that can convey residual biases to the % level on small scales. We elucidate the influence of aliasing and the various shape of HEALPix pixels on Wood Ranger Power Shears spectra and present how the HEALPix pixel window perform approximation is made within the discrete spin-2 setting. We suggest a number of improvements to the usual estimator Wood Ranger Power Shears official site and its modelling, based on the precept that source positions and weights are to be thought of fastened. We show how empty pixels could be accounted for both by modifying the mixing matrices or making use of correction factors that we derive. We introduce an approximate interlacing scheme for the HEALPix grid and show that it might mitigate the results of aliasing. We introduce bespoke pixel window capabilities tailored to the survey footprint and show that, for band-limited spectra, biases from utilizing an isotropic window operate might be successfully reduced to zero. This work partly intends to serve as a helpful reference for pixel-associated effects in angular Wood Ranger Power Shears official site spectra, that are of relevance for ongoing and Wood Ranger Power Shears official site forthcoming lensing and clustering surveys.
LambdaCDM and percent stage constraints on the Dark Energy equation of state. The headline constraints from these surveys might be made from two-level statistics measured from catalogues of galaxy shapes and positions. The estimator proceeds by first constructing a map from the discrete set of points, taking the angular power spectrum, and then decoding the outcome using mixing matrices constructed from weight maps that trace the survey footprint and Wood Ranger Power Shears official site different observational inhomogeneities in the data. Cosmic Microwave Background (CMB) data (see Ref. These embrace the fact that the input information set is normally within the type of catalogues, i.e. shear measurements at discrete samples throughout the survey footprint, reasonably than pixelized maps or time-ordered data. Secondly, there is no analogue of the beam in CMB experiments and hence the one small-scale filtering is as a result of discrete sampling of the galaxy position subject. Furthermore, weak lensing and galaxy clustering spectra have vital energy on small scales, not like in the case of the primordial CMB where diffusion damping suppresses small-scale power.
This means that angular power spectra constructed from shear catalogues are extra inclined to aliasing and different pixelization results. This is exacerbated by the very fact that most of the knowledge on cosmological parameters comes from small angular scales which have low statistical uncertainty, Wood Ranger Power Shears official site so particular care must be taken to make sure that no biases arise resulting from insufficient understanding of the measurement process. While pixel-associated results could be mitigated by utilizing maps at larger decision and truncating to scales far above the pixel scale, this will increase the run-time of the estimator and can lead to empty pixels that must be accounted for in the interpretation of the ability spectra. In the previous case, the impact of pixelization is near that of a convolution of the shear field with the pixel window function, whereas within the latter case it's nearer to a point sampling. Since small-scale lensing analyses lie between these two regimes, Ref.
This paper has several goals. Secondly, we elucidate the approximations that go into the HEALPix pixel window perform when utilized to shear fields, which is a standard method for coping with pixelization smoothing. Our paper is partly a companion paper to Ref. This paper is structured as follows. In part 3 we current fashions for the impact of pixelization on shear energy spectra and derive the HEALPix pixel window function approximation for spin-2 fields. This section also presents derivations of electric power shears spectrum biases as a consequence of finite pixel occupancy and stochasticity of the underlying source galaxy number counts and their shear weights. In section 4 we check our expressions against simulated shear catalogues. In section 5 we explore an alternate to the standard estimator Wood Ranger Power Shears official site that does not normalize by the entire weight in each pixel, and in part 6 we current an alternative measurement and testing procedure that considers the supply galaxies and weights as mounted within the analysis. In part 7 we present a brand new methodology for estimating energy spectra that roughly interlaces HEALPix grids.
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