Detecting the hidden population of low-mass haloes in strong lenses
arXiv:2509.02660 · doi:10.1093/mnras/stag364
Abstract
A generic prediction of particle dark matter theories is that a large population of dark matter substructures should reside inside the host haloes of galaxies. In gravitational imaging, strong gravitational lens observations are used to detect individual objects from this population, if they are large enough to perturb the strongly lensed images. We show here that low-mass haloes, below the individually detectable mass limit, have a detectable effect on the lensed images when in large numbers, which is the case in cold dark matter (CDM). We find that, in CDM, this population causes an excess of 40 per cent in the number of detected subhaloes for HST-like strong lens observations. We propose a pseudo-mass function to describe this population, and fit for its parameters from the detection data. We find that it mostly consists of objects two orders of magnitude in mass below the detection limit of individual objects. We show that including this modification, so that the effect of the population is correctly predicted, can improve the available constraints on dark matter from strong lens observations. We repeat our experiments using models that contain varying amounts of angular structure in the lens galaxy. We find that these multipole perturbations are degenerate with the population signal. This further highlights the need for better understanding of the angular mass structure of lens galaxies, so that the maximum information can be extracted from strong lens observations for dark matter inference.
arXiv commentAccepted by MNRAS
References in corpus (24)
- Planck 2015 results. XIII. Cosmological parameters
- The Aquarius Project: the subhalos of galactic halos
- The Sloan Lens ACS Survey. I. A Large Spectroscopically Selected Sample of Massive Early-Type Lens Galaxies
- Gravitational detection of a low-mass dark satellite at cosmological distance
- The population of galaxy-galaxy strong lenses in forthcoming optical imaging surveys
- Detection of lensing substructure using ALMA observations of the dusty galaxy SDP.81
- Bayesian Strong Gravitational-Lens Modeling on Adaptive Grids: Objective Detection of Mass Substructure in Galaxies
- Warm dark matter chills out: constraints on the halo mass function and the free-streaming length of dark matter with 8 quadruple-image strong gravitational lenses
- The BOSS Emission-Line Lens Survey (BELLS). I. A large spectroscopically selected sample of Lens Galaxies at redshift ~ 0.5
- Joint constraints on thermal relic dark matter from strong gravitational lensing, the Lyman- forest, and Milky Way satellites
- Mining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learning
- Towards a general parametrization of the warm dark matter halo mass function
- LCDM halo substructure properties revealed with high resolution and large volume cosmological simulations
- Sensitivity of strong lensing observations to dark matter substructure: a case study with Euclid
- Estimating the warm dark matter mass from strong lensing images with truncated marginal neural ratio estimation
- One never walks alone: the effect of the perturber population on subhalo measurements in strong gravitational lenses
- Strong gravitational lensing as a probe of dark matter
- Galaxy mass profiles from strong lensing I: The circular power-law model
- Not All Subhaloes Are Created Equal: Modelling the Diversity of Subhalo Density Profiles in TNG50
- A million-solar-mass object detected at cosmological distance using gravitational imaging
- SASHIMI-SIDM: Semi-analytical subhalo modelling for self-interacting dark matter at sub-galactic scales
- Euclid Quick Data Release (Q1): The Strong Lensing Discovery Engine A -- System overview and lens catalogue
- Elliptical multipoles for gravitational lenses
- Probing Dark Matter Substructures with Free-Form Modelling: A Case Study of the `Jackpot' Strong Lens