KiDS-1000 cosmology: Combined second- and third-order shear statistics

被引:10
|
作者
Burger, Pierre A. [1 ]
Porth, Lucas [1 ]
Heydenreich, Sven [1 ,3 ]
Linke, Laila [1 ,2 ]
Wielders, Niek [1 ]
Schneider, Peter [1 ]
Asgari, Marika [4 ]
Castro, Tiago [5 ,6 ,7 ]
Dolag, Klaus [8 ,9 ]
Harnois-Deraps, Joachim [10 ]
Hildebrandt, Hendrik [11 ]
Kuijken, Konrad [12 ]
Martinet, Nicolas [13 ]
机构
[1] Univ Bonn, Argelander Inst Astron, Hugel 71, D-53121 Bonn, Germany
[2] Univ Innsbruck, Inst Astro & Teilchenphys, Technikerstr 25-8, A-6020 Innsbruck, Austria
[3] Univ Calif Santa Cruz, Dept Astron & Astrophys, 1156 High St, Santa Cruz, CA 95064 USA
[4] Univ Hull, EA Milne Ctr, Cottingham Rd, Kingston Upon Hull HU6 7RX, England
[5] INAF, Osservatorio Astron Trieste, Via Tiepolo 11, I-34131 Trieste, Italy
[6] INFN, Sez Trieste, I-34100 Trieste, Italy
[7] IFPU Inst Fundamental Phys Universe, Via Beirut 2, I-34151 Trieste, Italy
[8] Ludwig Maximilians Univ Munchen, Univ Sternwarte, Fak Phys, Scheinerstr 1, D-81679 Munich, Germany
[9] Max Planck Inst Astrophys, Karl Schwarzschild Str 1, D-85741 Garching, Germany
[10] Newcastle Univ, Sch Math Stat & Phys, Newcastle Upon Tyne NE1 7RU, England
[11] Ruhr Univ Bochum, Astron Inst AIRUB, Fac Phys & Astron, German Ctr Cosmol Lensing, D-44780 Bochum, Germany
[12] Leiden Univ, Leiden Observ, POB 9513, NL-2300 RA Leiden, Netherlands
[13] Aix Marseille Univ, CNRS, CNES, LAM, Marseille, France
基金
奥地利科学基金会; 欧洲研究理事会;
关键词
gravitation; gravitational lensing: weak; methods: analytical; methods: numerical; cosmological parameters; large-scale structure of Universe; 3-POINT CORRELATION-FUNCTION; NONLINEAR CLUSTER INVERSION; WEAK-LENSING SURVEYS; KILO-DEGREE SURVEY; COSMIC SHEAR; INTRINSIC ALIGNMENTS; POWER SPECTRUM; GRAVITATIONAL DISTORTIONS; NON-GAUSSIANITY; DATA RELEASE;
D O I
10.1051/0004-6361/202347986
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Aims. In this work, we perform the first cosmological parameter analysis of the fourth release of Kilo Degree Survey (KiDS-1000) data with second- and third-order shear statistics. This paper builds on a series of studies aimed at describing the roadmap to third-order shear statistics. Methods. We derived and tested a combined model of the second-order shear statistic, namely, the COSEBIs and the third-order aperture mass statistics < M-ap(3)> in a tomographic set-up. We validated our pipeline with N-body mock simulations of the KiDS-1000 data release. To model the second- and third-order statistics, we used the latest version of HMCODE2020 for the power spectrum and BIHALOFIT for the bispectrum. Furthermore, we used an analytic description to model intrinsic alignments and hydro-dynamical simulations to model the e ffect of baryonic feedback processes. Lastly, we decreased the dimension of the data vector significantly by considering only equal smoothing radii for the < M-ap(3)> part of the data vector. This makes it possible to carry out a data analysis of the KiDS-1000 data release using a combined analysis of COSEBIs and third-order shear statistics. Results. We first validated the accuracy of our modelling by analysing a noise-free mock data vector, assuming the KiDS-1000 error budget, finding a shift in the maximum of the posterior distribution of the matter density parameter, Delta Omega(m) < 0.02 sigma(Omega m), and of the structure growth parameter, Delta S-8 < 0.05 sigma(S8). Lastly, we performed the first KiDS-1000 cosmological analysis using a combined analysis of second- and third-order shear statistics, where we constrained Omega(m) = 0.248(-0.055)(+0.062) and S-8 = sigma(8) root Omega(m)/0.3 = 0.772 +/- 0.022. The geometric average on the errors of Omega(m) and S-8 of the combined statistics decreases, compared to the second-order statistic, by a factor of 2.2.
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页数:18
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