English

Cosmic web anisotropy is the primary indicator of halo assembly bias

Cosmology and Nongalactic Astrophysics 2019-08-26 v2 Astrophysics of Galaxies

Abstract

The internal properties of dark matter haloes correlate with the large-scale halo clustering strength at fixed halo mass - an effect known as assembly bias - and are also strongly affected by the local, non-linear cosmic web. Characterising a halo's local web environment by its tidal anisotropy α\alpha at scales 4\sim4 x the halo radius, we demonstrate that these multi-scale correlations represent two distinct statistical links: one between the internal property and α\alpha, and the other between α\alpha and large-scale ( >30h1>30h^{-1}Mpc) halo bias b1b_1. We focus on scalar internal properties of haloes related to formation time (concentration cvirc_{\rm vir}), shape (mass ellipsoid asphericity c/ac/a), velocity dispersion structure (velocity ellipsoid asphericity cv/avc_v/a_v and velocity anisotropy β\beta) and angular momentum (dimensionless spin λ\lambda) in the mass range 8×1011<Mvir/(h1M)<5×10148\times10^{11}< M_{\rm vir}/(h^{-1}M_\odot)<5\times10^{14}. Using conditional correlation coefficients and other detailed tests, we show that the joint distribution of α\alpha, b1b_1 and any of the internal properties c{β,cv/av,c/a,cvir,λ}c\in\{\beta,c_v/a_v,c/a,c_{\rm vir},\lambda\} is consistent with p(α,b1,c)p(α)p(b1α)p(cα)p(\alpha,b_1,c)\simeq p(\alpha)p(b_1|\alpha)p(c|\alpha), at all but the largest masses. \textit{Thus, the assembly bias trends c-b_1reflectthetwofundamentalcorrelations reflect the two fundamental correlations c-\alphaand and b_1-\alpha.} Our results are unaffected by the exclusion of haloes with recent major merger events or splashback objects, although the latter are distinguished by the fact that α\alpha does not explain their assembly bias trends. The overarching importance of α\alpha provides a new perspective on the nature of assembly bias of distinct haloes, with potential ramifications for incorporating realistic assembly bias effects into mock catalogs of future large-scale structure surveys and for detecting galaxy assembly bias.

Keywords

Cite

@article{arxiv.1903.02007,
  title  = {Cosmic web anisotropy is the primary indicator of halo assembly bias},
  author = {Sujatha Ramakrishnan and Aseem Paranjape and Oliver Hahn and Ravi K. Sheth},
  journal= {arXiv preprint arXiv:1903.02007},
  year   = {2019}
}

Comments

21 pages, 14 figures; v2: Added discussion, results strengthened. Conclusions unchanged. Accepted by MNRAS