The Splashback Mass Function of Galaxy Clusters from Photometric Data
arXiv:2605.20393 · doi:10.3847/1538-4357/ae706b
Abstract
The splashback radius marks the physical boundary of galaxy clusters, separating orbiting from infalling material, and provides a halo definition free from pseudo-evolution. In this work, we present a fully photometric framework to measure individual cluster splashback radii and masses, and to construct an observational splashback mass function. Using Sloan Digital Sky Survey data, we develop a probabilistic cluster membership method based on radial and photometric redshift information, optimized through an adaptive probability cut that maximizes the detection significance of the cluster core relative to its outskirts. We apply this methodology to a sample of 499 galaxy clusters from the \textsc{CoMaLit} weak-lensing compilation and recover splashback radii from modeling cumulative galaxy number profiles. The resulting splashback radii exhibit a median ratio , consistent with previous observational studies. Using these measurements, we recalibrate the -- scaling relation over a wide redshift range (), finding a slope shallower than the constant-density expectation and no significant redshift evolution. We then apply this relation to \textsc{redMaPPer} clusters in the SDSS Northern Galactic Cap to derive splashback masses for more than systems and construct the first observational splashback mass function based solely on photometric data. The resulting mass function agrees with simulation-based predictions at the high-mass end, while deviations at lower masses are consistent with known completeness limits of optical cluster catalogs. Our results demonstrate that splashback-based cluster sizes, masses, and abundances can be robustly measured in photometric surveys, enabling cosmological studies without spectroscopic or lensing data.
19 pages, 17 figures, accepted for publication in ApJ
References in corpus (73)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- Planck 2013 results. XVI. Cosmological parameters
- Simulating the joint evolution of quasars, galaxies and their large-scale distribution
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- Spectroscopic Target Selection in the Sloan Digital Sky Survey: The Main Galaxy Sample
- Toward a halo mass function for precision cosmology: the limits of universality
- Ellipsoidal collapse and an improved model for the number and spatial distribution of dark matter haloes
- Cosmological Parameters from Observations of Galaxy Clusters
- Chandra Cluster Cosmology Project III: Cosmological Parameter Constraints
- Formation of Galaxy Clusters
- Galaxy formation in the Planck Cosmology - I. Matching the observed evolution of star formation rates, colours and stellar masses
- K-band Properties of Galaxy Clusters and Groups: Brightest Cluster Galaxies and Intracluster Light
- COLOSSUS: A python toolkit for cosmology, large-scale structure, and dark matter halos
- Sample Variance Considerations for Cluster Surveys
- Rotation-Dependent Catastrophic Disruption of Gravitational Aggregates
- Dependence of the outer density profiles of halos on their mass accretion rate
- The structural and scaling properties of nearby galaxy clusters - II. The M-T relation
- The redMaPPer Galaxy Cluster Catalog From DES Science Verification Data
- Properties of spherical galaxies and clusters with an NFW density profile
- The splashback radius as a physical halo boundary and the growth of halo mass
- An accurate physical model for halo concentrations
- Analytical approximations of K-corrections in optical and near-infrared bands
- J-PLUS: The Javalambre Photometric Local Universe Survey
- A Universal Density Profile for Dark and Luminous Matter?
- Splashback in accreting dark matter halos
- The Southern Photometric Local Universe Survey (S-PLUS): improved SEDs, morphologies and redshifts with 12 optical filters
- The pseudo-evolution of halo mass
- A universal ultraviolet-optical colour-colour-magnitude relation of galaxies
- The mass of a halo
- Weak Lensing Measurement of the Mass--Richness Relation of SDSS redMaPPer Clusters
- Detection of the Splashback Radius and Halo Assembly bias of Massive Galaxy Clusters
- redMaPPer II: X-ray and SZ Performance Benchmarks for the SDSS Catalog
- Galaxy evolution near groups and clusters: ejected satellites and the spatial extent of environmental quenching
- Cluster-galaxy weak lensing
- The RASS-SDSS Galaxy Cluster Survey. III. Scaling relations of galaxy clusters
- Intracluster light: a luminous tracer for dark matter in clusters of galaxies
- Mergers and Mass Accretion for Infalling Halos Both End Well Outside Cluster Virial Radii
- The miniJPAS survey: a preview of the Universe in 56 colours
- The Halo Boundary of Galaxy Clusters in the SDSS
- RASS-SDSS Galaxy Cluster Survey. VII. On the Cluster Mass to Light ratio and the Halo Occupation Distribution
- Constraints on the mass-richness relation from the abundance and weak lensing of SDSS clusters
- Splashback Shells of Cold Dark Matter Halos
- Lensing Constraints on the Mass Profile Shape and the Splashback Radius of Galaxy Clusters
- The outer profile of dark matter halos: an analytical approach
- Measurement of the Splashback Feature around SZ-selected Galaxy Clusters with DES, SPT and ACT
- CoMaLit III. Literature Catalogs of weak Lensing Clusters of galaxies (LC^2)
- Luminous Red Galaxies in Clusters: Central Occupation, Spatial Distributions, and Mis-centering
- Universal at last? The splashback mass function of dark matter halos
- The Splashback Radius of Planck-SZ clusters
- Probing galaxy evolution in massive clusters using ACT and DES: splashback as a cosmic clock
- Flybys, orbits, splashback: subhalos and the importance of the halo boundary
- The splashback radius of optically selected clusters with Subaru HSC Second Public Data Release
- A new method to assign galaxy cluster membership using photometric redshifts
- The splashback radius in symmetron gravity
- A dynamics-based density profile for dark haloes -- II. Fitting function
- Galaxy cluster luminosities and colours, and their dependence on cluster mass and merger state
- Protocluster detection in simulations of HSC-SSP and the 10-year LSST forecast, using PCcones
- AMICO galaxy clusters in KiDS-DR3: measuring the splashback radius from weak gravitational lensing
- The impact of galaxy selection on the splashback boundaries of galaxy clusters
- A Deep Redshift Survey of the Perseus Cluster: Spatial Distribution and Kinematics of Galaxies
- Can the splashback radius be an observable boundary of galaxy clusters?
- Weak lensing measurement of the mass-richness relation using the SDSS database
- The Diffusion Coefficient of the Splashback Mass Function as a Probe of Cosmology
- Memoirs of mass accretion: probing the edges of intracluster light in simulated galaxy clusters
- Splashback radius and the mass accretion rate of RASS MCMF galaxy clusters
- The Three Hundred Project: deducing the stellar splashback structure of galaxy clusters from their orbiting profiles
- Galaxy Cluster Mass Estimation Through The Splashback Radius
- Measuring the splashback feature: Dependence on halo properties and history