论文标题

谐波和真实空间中宇宙剪切分析的一致性

Consistency of cosmic shear analyses in harmonic and real space

论文作者

Doux, C., Chang, C., Jain, B., Blazek, J., Camacho, H., Fang, X., Gatti, M., Krause, E., MacCrann, N., Samuroff, S., Secco, L. F., Troxel, M. A., Zuntz, J., Aguena, M., Allam, S., Amon, A., Avila, S., Bacon, D., Bertin, E., Brooks, D., Burke, D. L., Rosell, A. Carnero, Kind, M. Carrasco, Carretero, J., Choi, A., Costanzi, M., Crocce, M., da Costa, L. N., Pereira, M. E. S., Davis, T. M., Dietrich, J. P., Doel, P., Ferrero, I., Ferté, A., Fosalba, P., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., Gruen, D., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hinton, S. R., Hollowood, D. L., Huterer, D., James, D. J., Kuehn, K., Kuropatkin, N., Maia, M. A. G., Marshall, J. L., Menanteau, F., Miquel, R., Morgan, R., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Roodman, A., Sanchez, E., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Smith, M., Suchyta, E., Tarle, G., To, C., Varga, T. N., Weller, J., Wilkinson, R. D., Collaboration, DES

论文摘要

最近的宇宙剪切研究报道了参数$ {s_ {8} =σ_{8} \ sqrt {ω_ {ω_ {\ rm m} /0.3}} $之间的差异高达$1σ$。确切地说,测得的差异是否与统计波动一致。在本文中,我们在黑暗能源调查(DES-Y3)的第三年数据中进行的分析中调查了这个问题。我们通过快速准确地采样管道分析了高斯模拟中的DES-Y3模拟目录。我们表明,确定谐波和真实空间中匹配量表切割的方法是有助于从两个统计数据得出的约束之间散布的关键因素。我们比较了儿童,Subaru-HSC和DES Surveys的发布量表,并发现后验的相关系数的范围从超过80%的范围范围为80%,而文献中使用的切割的相关系数降至10%。然后,我们研究了由多种来源引起的尺度削减与系统不确定性之间的相互作用:非线性功率谱,重型反馈,内在对齐,点传播函数中的不确定性以及红移分布。我们发现,鉴于DES-Y3特征和拟议的削减,这些不确定性也会影响这两个统计数据。差异偏差低于统计不确定性的三分之一,其内在比对和重型反馈产生最大的偏见。尽管这项工作针对DES-Y3,但开发的工具可以应用于IV阶段调查,在这些调查中,统计错误将小得多。

Recent cosmic shear studies have reported discrepancies of up to $1σ$ on the parameter ${S_{8}=σ_{8}\sqrt{Ω_{\rm m}/0.3}}$ between the analysis of shear power spectra and two-point correlation functions, derived from the same shear catalogs. It is not a priori clear whether the measured discrepancies are consistent with statistical fluctuations. In this paper, we investigate this issue in the context of the forthcoming analyses from the third year data of the Dark Energy Survey (DES-Y3). We analyze DES-Y3 mock catalogs from Gaussian simulations with a fast and accurate importance sampling pipeline. We show that the methodology for determining matching scale cuts in harmonic and real space is the key factor that contributes to the scatter between constraints derived from the two statistics. We compare the published scales cuts of the KiDS, Subaru-HSC and DES surveys, and find that the correlation coefficients of posterior means range from over 80% for our proposed cuts, down to 10% for cuts used in the literature. We then study the interaction between scale cuts and systematic uncertainties arising from multiple sources: non-linear power spectrum, baryonic feedback, intrinsic alignments, uncertainties in the point-spread function, and redshift distributions. We find that, given DES-Y3 characteristics and proposed cuts, these uncertainties affect the two statistics similarly; the differential biases are below a third of the statistical uncertainty, with the largest biases arising from intrinsic alignment and baryonic feedback. While this work is aimed at DES-Y3, the tools developed can be applied to Stage-IV surveys where statistical errors will be much smaller.

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