HALOGEN: a tool for fast generation of mock halo catalogues

被引:55
作者
Avila, Santiago [1 ,2 ]
Murray, Steven G. [3 ,4 ]
Knebe, Alexander [1 ]
Power, Chris [3 ,4 ]
Robotham, Aaron S. G. [3 ]
Garcia-Bellido, Juan [1 ,2 ]
机构
[1] Univ Autonoma Madrid, Fac Ciencias, Dept Fis Teor, E-28049 Madrid, Spain
[2] Univ Autonoma Madrid, Dept Fis Teor, UAM CSIC, E-28049 Madrid, Spain
[3] Univ Western Australia, ICRAR, Crawley, WA 6009, Australia
[4] ARC Ctr Excellence All Sky Astrophys CAASTRO, Sydney, NSW, Australia
基金
澳大利亚研究理事会;
关键词
galaxies: distances and redshifts; galaxies: haloes; large-scale structure of Universe; OSCILLATION SPECTROSCOPIC SURVEY; LARGE-SCALE STRUCTURE; MASS FUNCTION; GALAXIES; MODEL; MESH;
D O I
10.1093/mnras/stv711
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present a simple method of generating approximate synthetic halo catalogues: HALOGEN. This method uses a combination of second-order Lagrangian Perturbation Theory (2LPT) in order to generate the large-scale matter distribution, analytical mass functions to generate halo masses, and a single-parameter stochastic model for halo bias to position haloes. HALOGEN represents a simplification of similar recently published methods. Our method is constrained to recover the two-point function at intermediate (10 h(-1) Mpc < r< 50 h(-1) Mpc) scales, which we show is successful to within 2 per cent. Larger scales (similar to 100 h(-1) Mpc) are reproduced to within 15 per cent. We compare several other statistics (e.g. power spectrum, point distribution function, redshift space distortions) with results from N-body simulations to determine the validity of our method for different purposes. One of the benefits of HALOGEN is its flexibility, and we demonstrate this by showing how it can be adapted to varying cosmologies and simulation specifications. A driving motivation for the development of such approximate schemes is the need to compute covariance matrices and study the systematic errors for large galaxy surveys, which requires thousands of simulated realizations. We discuss the applicability of our method in this context, and conclude that it is well suited to mass production of appropriate halo catalogues. The code is publicly available at https://github.com/savila/halogen.
引用
收藏
页码:1856 / 1867
页数:12
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