论文标题
具有较大偏差理论的光圈质量场的概率分布函数
Probability distribution function of the aperture mass field with large deviation theory
论文作者
论文摘要
在层析成像宇宙剪切调查的背景下,开发了孔径质量(MAP)的一分点统计的理论模型。这种形式主义是基于大偏差原理在预计物质密度场中的应用,更具体地说是角度孔径质量。后者具有可观察到的优势,可以直接从观察到的剪切场中提取,并通过构造独立于长波模式。此外,我们表明,借助基于所谓的BNT变换的无效程序,可以构建仅取决于有限的红移范围的可观察物,从而使它们也独立于小规模模式。此过程可以预测这种可观察到的非常准确的单点概率分布函数的形状,可与3D可观测值相当。与特定模拟的比较表明结果不一致,表明合成镜头图对这种精致的可观察物的准确性不够准确。它指出了需要更精确的专用数值发展,这些发展可以通过这种观察力进行基准测试。我们还回顾了可能影响未来弱透镜调查(例如欧几里得)中这种形式主义的可能系统学,尤其是形状噪声的影响以及来自镜头镜头耦合,地球偏差,剪切减少和放大倍率的领先校正。
In the context of tomographic cosmic shear surveys, a theoretical model for the one-point statistics of the aperture mass (Map) is developed. This formalism is based on the application of the large deviation principle to the projected matter density field and more specifically to the angular aperture masses. The latter holds the advantage of being an observable that can be directly extracted from the observed shear field and to be, by construction, independent from the long wave modes. Furthermore we show that, with the help of a nulling procedure based on the so-called BNT transform, it is possible to build observables that depend only on a finite range of redshifts making them also independent from the small-scale modes. This procedure makes predictions for the shape of the one-point Probability Distribution Function of such an observable very accurate, comparable to what had been previously obtained for 3D observables. Comparisons with specific simulations reveal however inconsistent results showing that synthetic lensing maps were not accurate enough for such refined observables. It points to the need for more precise dedicated numerical developments whose performances could be benchmarked with such observables. We furthermore review the possible systematics that could affect such a formalism in future weak-lensing surveys like Euclid, notably the impact of shape noise as well as leading corrections coming from lens-lens couplings, geodesic deviation, reduced shear and magnification bias.