Extended percolation analysis of the cosmic web

¹ Tartu Observatory, 61602 Tõravere, Estonia
e-mail: einasto@aai.ee
² ICRANet, Piazza della Repubblica 10, 65122 Pescara, Italy
³ Estonian Academy of Sciences, 10130 Tallinn, Estonia

Received: 13 March 2018
Accepted: 15 May 2018

Abstract

Aims. We develop an extended percolation method to allow the comparison of geometrical properties of the real cosmic web with the simulated dark matter (DM) web for an ensemble of over- and under-density systems.

Methods. We scanned density fields of DM model and Sloan Digital Sky Survey (SDSS) observational samples and found connected over- and under-density regions in a large range of threshold densities. Lengths, filling factors, and numbers of largest clusters and voids as functions of the threshold density were used as percolation functions.

Results. We find that percolation functions of DM models of varying box sizes are very similar to each other. This stability suggests that properties of the cosmic web, as found in the present paper, can be applied to the cosmic web as a whole. Percolation functions depend strongly on the smoothing length. At smoothing length 1 h⁻¹ Mpc the percolation threshold density for clusters is log P_C = 0.718 ± 0.014, and for voids such density is log P_V = −0.816 ± 0.015; this is very different from percolation thresholds for random samples, which are log P₀ = 0.00 ± 0.02.

Conclusions. The extended percolation analysis is a versatile method to study various geometrical properties of the cosmic web in a wide range of parameters. Percolation functions of the SDSS sample are very different from percolation functions of DM model samples. The SDSS sample has only one large percolating void that fills almost the whole volume. The SDSS sample contains numerous small isolated clusters at low threshold densities, instead of one single percolating DM cluster. These differences are due to the tenuous DM web, which is present in model samples but absent in real observational samples.