The Nearly Universal Merger Rate of Dark Matter Haloes in Lambda-CDM Cosmology
arXiv:0710.4567 · doi:10.1111/j.1365-2966.2008.13075.x
Abstract
We construct merger trees from the largest database of dark matter haloes to date provided by the Millennium simulation to quantify the merger rates of haloes over a broad range of descendant halo mass (1e12 < M0 < 1e15 Msun), progenitor mass ratio (1e-3 < xi < 1), and redshift (0 < z < 6). We find the mean merger rate per halo, B/n, to have very simple dependence on M0, xi, and z, and propose a universal fitting form for B/n that is accurate to 10-20%. Overall, B/n depends very weakly on the halo mass (proportional to M0^0.08) and scales as a power law in the progenitor mass ratio (proportional to xi^-2) for minor mergers (xi < 0.1) with a mild upturn for major mergers. As a function of time, we find the merger rate per Gyr to evolve as (1+z)^n with n=2-2.3, while the rate per unit redshift is nearly independent of z. Several tests are performed to assess how our merger rates are affected by, e.g. the time interval between Millennium outputs, binary vs multiple progenitor mergers, and mass conservation and diffuse accretion during mergers. In particular, we find halo fragmentations to be a general issue in merger tree construction from N-body simulations and compare two methods for handling these events. We compare our results with predictions of two analytical models for halo mergers based on the Extended Press-Schechter (EPS) model and the coagulation theory. We find the EPS model to overpredict the major merger rates and underpredict the minor merger rates by up to a factor of a few.
arXiv comment18 pages, 19 figures; Minor revisions in version 2 accepted in MNRAS
References in corpus (30)
- Simulating the joint evolution of quasars, galaxies and their large-scale distribution
- Populating a cluster of galaxies - I. Results at z=0
- The broken hierarchy of galaxy formation
- Hierarchical Galaxy Formation
- Mass function of dark matter halos
- Semi-Analytic Modelling of Galaxy Formation: The Local Universe
- The formation history of elliptical galaxies
- Clustering of Galaxies in a Hierarchical Universe: I. Methods and Results at z=0
- An excursion set model of hierarchical clustering: Ellipsoidal collapse and the moving barrier
- Power Spectra for Cold Dark Matter and its Variants
- A Direct Measurement of Major Galaxy Mergers at z < 3
- The Nature of Galaxy Bias and Clustering
- Dynamical Friction and Galaxy Merging Timescales
- Hubble Space Telescope imaging of the CFRS and LDSS redshift surveys - IV. Influence of mergers in the evolution of faint field galaxies from z~1
- The Deep2 Galaxy Redshift Survey: Evolution of Close Galaxy Pairs and Major-Merger Rates Up to z ~ 1.2
- Dynamically Close Galaxy Pairs and Merger Rate Evolution in the CNOC2 Redshift Survey
- A marked correlation function analysis of halo formation times in the Millennium Simulation
- Semi-analytical model of galaxy formation with high-resolution N-body simulations
- The mass of a halo
- Merging history as a function of halo environment
- Galaxy Merger Statistics and Inferred Bulge-to-Disk Ratios in Cosmological SPH Simulations
- Close Pairs of Field Galaxies in the CNOC1 Redshift Survey
- The growth of galaxies in cosmological simulations of structure formation
- Galaxy formation using halo merger histories taken from N-body simulations
- A Survey of Faint Galaxy Pairs
- A Slow Merger History of Field Galaxies Since z~1
- Close Galaxy Counts as a Probe of Hierarchical Structure Formation
- Self-Consistent Theory of Halo Mergers
- Probing the Evolution of the Galaxy Interaction/Merger Rate Using Collisional Ring Galaxies
- Counting Pairs of Faint Galaxies
Cited by in corpus (202)
- Toward a halo mass function for precision cosmology: the limits of universality
- Minor mergers and the size evolution of elliptical galaxies
- The merger rate of galaxies in the Illustris Simulation: a comparison with observations and semi-empirical models
- From rings to bulges: evidence for rapid secular galaxy evolution at z~2 from integral field spectroscopy in the SINS survey
- The Merger Rates and Mass Assembly Histories of Dark Matter Haloes in the Two Millennium Simulations
- Gravitationally Consistent Halo Catalogs and Merger Trees for Precision Cosmology
- The Sydney-AAO Multi-object Integral field spectrograph (SAMI)
- How Do Disks Survive Mergers?
- The EAGLE simulations of galaxy formation: public release of halo and galaxy catalogues
- The stellar mass assembly of galaxies in the Illustris simulation: growth by mergers and the spatial distribution of accreted stars
- The Evolution of the Star-forming Interstellar Medium across Cosmic Time
- Mergers and Bulge Formation in Lambda-CDM: Which Mergers Matter?
- The Major and Minor Galaxy Merger Rates at z < 1.5
- The Kiloparsec-Scale Kinematics of High-Redshift Star-Forming Galaxies
- The Role of Cold Flows in the Assembly of Galaxy Disks
- Galaxy Formation Theory
- Evolution of the Galaxy - Dark Matter Connection and the Assembly of Galaxies in Dark Matter Halos
- Toy Models for Galaxy Formation versus Simulations
- The Baryonic Assembly of Dark Matter Halos
- The Greater Impact of Mergers on the Growth of Massive Galaxies: Implications for Mass Assembly and Evolution Since z~1
- Dissipation and Extra Light in Galactic Nuclei: IV. Evolution in the Scaling Relations of Spheroids
- Merger Histories of Galaxy Halos and Implications for Disk Survival
- Building Merger Trees from Cosmological N-body Simulations
- A redshift-independent efficiency model: star formation and stellar masses in dark matter halos at z>4
- The Effect of Mass Ratio on the Morphology and Time-scales of Disc Galaxy Mergers
- The Redshift Evolution of Wet, Dry, and Mixed Galaxy Mergers from Close Galaxy Pairs in the DEEP2 Galaxy Redshift Survey
- History of Galaxy Interactions and their Impact on Star Formation over the Last 7 Gyr from GEMS
- The Cool-Core Bias in X-ray Galaxy Cluster Samples I: Method And Application To HIFLUGCS
- Mergers in Lambda-CDM: Uncertainties in Theoretical Predictions and Interpretations of the Merger Rate
- There's no place like home? Statistics of Milky Way-mass dark matter halos
- The Effects of Gas on Morphological Transformation in Mergers: Implications for Bulge and Disk Demographics
- Stirring Up the Pot: Can Cooling Flows In Galaxy Clusters Be Quenched By Gas Sloshing?
- Mass Accretion Rates and Histories of Dark Matter Haloes
- Accretion-Driven Evolution of Black Holes: Eddington Ratios, Duty Cycles, and Active Galaxy Fractions
- Galaxy Zoo: the fraction of merging galaxies in the SDSS and their morphologies
- Structure Finding in Cosmological Simulations: The State of Affairs
- A chronicle of galaxy mass assembly in the EAGLE simulation
- The Effect of Gas Fraction on the Morphology and Time-scales of Disc Galaxy Mergers
- On Halo Formation Times and Assembly Bias
- A Simple Technique for Predicting High-Redshift Galaxy Evolution
- Mergers and Mass Accretion Rates in Galaxy Assembly: The Millennium Simulation Compared to Observations of z~2 Galaxies
- An analytic solution for the minimal bathtub toy model: challenges in the star-formation history of high-z galaxies
- The growth of dark matter halos: evidence for significant smooth accretion
- A Physical Model for z~2 Dust Obscured Galaxies
- Building galaxies by accretion and in-situ star formation
- The angular momentum distribution and baryon content of star forming galaxies at z~1-3
- The importance of minor-merger-driven star formation and black-hole growth in disk galaxies
- The Bimodal Galaxy Stellar Mass Function in the COSMOS Survey to z~1: A Steep Faint End and a New Galaxy Dichotomy
- Mergers, AGN, and 'Normal' Galaxies: Contributions to the Distribution of Star Formation Rates and Infrared Luminosity Functions
- A Characteristic Division Between the Fueling of Quasars and Seyferts: Five Simple Tests
- Using Cumulative Number Densities to Compare Galaxies across Cosmic Time
- Pairing of Supermassive Black Holes in unequal-mass galaxy mergers
- The SAURON project - XV. Modes of star formation in early-type galaxies and the evolution of the red sequence
- Galaxy Mergers and Dark Matter Halo Mergers in LCDM: Mass, Redshift, and Mass-Ratio Dependence
- Environmental Dependence of Dark Matter Halo Growth I: Halo Merger Rates
- The CFHTLS Deep Catalog of Interacting Galaxies I. Merger Rate Evolution to z=1.2
- Merger Rates of Dark-Matter Haloes
- The halo merger rate in the Millennium Simulation and implications for observed galaxy merger fractions
- Orbital structure of merger remnants: Trends with gas fraction in 1:1 mergers
- What Does Clustering Tell Us About the Buildup of the Red Sequence?
- Cold fronts in galaxy clusters
- The Radical Consequences of Realistic Satellite Orbits for the Heating and Implied Merger Histories of Galactic Disks
- Constraints on cosmic hemispherical power anomalies from quasars
- On the radiative efficiencies, Eddington ratios, and duty cycles of luminous high-redshift quasars
- Galaxy And Mass Assembly (GAMA): Refining the Local Galaxy Merger Rate using Morphological Information
- Dark Matter Halo Growth II: Diffuse Accretion and its Environmental Dependence
- Generating Merger Trees for Dark Matter Haloes: A Comparison of Methods
- The MUSE Hubble Ultra Deep Field Survey XI. Constraining the low-mass end of the stellar mass - star formation rate relation at
- The Dark Halo - Spheroid Conspiracy and the Origin of Elliptical Galaxies
- The Gas Consumption History to z ~ 4
- Supermassive Black Holes in the Hierarchical Universe: A General Framework and Observational Tests
- The Pair Fraction of Massive Galaxies at 0 < z < 3
- Mapping the Dark Matter From UV Light at High Redshift: An Empirical Approach to Understand Galaxy Statistics
- Massive Close Pairs Measure Rapid Galaxy Assembly in Mergers at High Redshift
- SCORCH I: The Galaxy-Halo Connection in the First Billion Years
- The History and Morphology of Helium Reionization
- Exploring the Energetics of Intracluster Gas with a Simple and Accurate Model
- Major Merging History in CANDELS. I. Evolution of the Incidence of Massive Galaxy-Galaxy Pairs from z=3 to z~0
- Coming of Age in the Dark Sector: How Dark Matter Haloes grow their Gravitational Potential Wells
- When and where did GW150914 form?
- High-Redshift Galaxy Kinematics: Constraints on Models of Disk Formation
- Environmental Dependence of Galaxy Merger Rate in ΛCDM Universe
- Galaxy formation in semi-analytic models and cosmological hydrodynamic zoom simulations
- Simulating Subhalos at High Redshift: Merger Rates, Counts, and Types
- Bulge Formation via Mergers in Cosmological Simulations
- The Galaxy Major Merger Fraction to z ~ 1
- Major Mergers Going Notts: Challenges for Modern Halo Finders
- Major mergers are not the dominant trigger for high-accretion AGNs at z = 2
- The Dynamical State of Dark Matter Haloes in Cosmological Simulations I: Correlations with Mass Assembly History
- The evolution of the star formation rate function in the EAGLE simulations: A comparison with UV, IR and H observations from z ~ 8 to z ~ 0
- NGC6240: Merger-Induced Star Formation & Gas Dynamics
- Cosmological simulations of black hole growth II: how (in)significant are merger events for fuelling nuclear activity?
- Do We Expect Most AGN to Live in Disks?
- The Origin of Faint Tidal Features Around Galaxies in the RESOLVE Survey
- Automated Distant Galaxy Merger Classifications from Space Telescope Images using the Illustris Simulation
- A semi-analytic model comparison - gas cooling and galaxy mergers
- A Dichotomy in Satellite Quenching Around L* Galaxies
- Rhapsody. I. Structural Properties and Formation History From a Statistical Sample of Re-simulated Cluster-size Halos
- Gas Mass Fractions and Star Formation in Blue-Sequence E/S0 Galaxies
- EMERGE: Empirical predictions of galaxy merger rates since
- Spin flips I: Evolution of the angular momentum orientation of Milky Way-mass dark matter haloes
- The merger and assembly histories of Milky Way- and M31-like galaxies with TNG50: disk survival through mergers
- How to Grow a Healthy Merger Tree
- An analytical model for the accretion of dark matter subhalos
- Encounters of Merger and Accretion Shocks in Galaxy Clusters and their Effects on Intracluster Medium
- Merger induced scatter and bias in the cluster mass - Sunyaev-Zeldovich effect scaling relation
- Galaxy Formation as a Cosmological Tool. I: The Galaxy Merger History as a Measure of Cosmological Parameters
- Growing a `Cosmic Beast': Observations and Simulations of MACS J0717.5+3745
- Recoiling Massive Black Holes in Gas-Rich Galaxy Mergers
- Cosmological Implications of a Stellar Initial Mass Function that Varies with the Jeans Mass in Galaxies
- New Analytic Solutions for Galaxy Evolution: Gas, Stars, Metals and Dust in local Early-Type Galaxies and in their high-z Starforming Progenitors
- Minor mergers and their impact on the kinematics of old and young stellar populations in disk galaxies
- A high precision semi-analytic mass function
- The Fueling Diagram: Linking Galaxy Molecular-to-Atomic Gas Ratios to Interactions and Accretion
- ERGO-ML I: Inferring the assembly histories of IllustrisTNG galaxies from integral observable properties via invertible neural networks
- The Chandra COSMOS Legacy survey: the z>3 sample
- Convergence properties of halo merger trees; halo and substructure merger rates across cosmic history
- Climbing Halo Merger Trees with TreeFrog
- Accretion of Galaxy Groups into Galaxy Clusters
- Loops formed by tidal tails as fossil records of a major merger
- Fate of stellar bars in minor merger of galaxies
- The Contribution of Halos with Different Mass Ratios to the Overall Growth of Cluster-Sized Halos
- Numerical Simulations of Hot Halo Gas in Galaxy Mergers
- Galaxy Merger Fractions in Two Clusters at Using the Hubble Space Telescope
- Can giant radio halos probe the merging rate of galaxy clusters?
- Spectro-photometric close pairs in GOODS-S: major and minor companions of intermediate-mass galaxies
- Exploring the astrophysics of dark atoms
- Forward and backward galaxy evolution in comoving number density space
- Panchromatic Spectral Energy Distributions of Dusty Galaxies with RADISHE. I. Predictions for Herschel: Correlating Colors with Galactic Energy Sources
- Effects of large-scale environment on the assembly history of central galaxies
- Evolution of the Major Merger Galaxy Pair Fraction at z < 1
- The slowing down of galaxy disks in dissipationless minor mergers
- Merger and Ring Galaxy Formation Rates at z<=2
- The kinematics of local thick discs do not support an accretion origin
- Towards a consistent framework of comparing galaxy mergers in observations and simulations
- Galaxy Zoo: Multi-Mergers and the Millennium Simulation
- VINTERGATAN-GM: The cosmological imprints of early mergers on Milky-Way-mass galaxies
- The mass accretion rate of galaxy clusters: a measurable quantity
- Conditional Mass Functions and Merger Rates of Dark Matter Halos in the Ellipsoidal Collapse Model
- The formation and survival of the Milky Way's oldest stellar disk
- The Next Generation Virgo Cluster Survey. IX. Estimating the Efficiency of Galaxy Formation on the Lowest-Mass Scales
- Spin Flips - II. Evolution of dark matter halo spin orientation, and its correlation with major mergers
- Merging Galaxies with Tidal Tails in COSMOS to z=1
- Hitting the Bull's-eye: The Radial Profile of Accretion and Star Formation in the Milky Way
- The Three Hundred project: galaxy cluster mergers and their impact on the stellar component of brightest cluster galaxies
- The Last Journey. I. An Extreme-Scale Simulation on the Mira Supercomputer
- A Uniform History for Galaxy Evolution
- The Massively Accreting Cluster A2029
- Universal Merger Histories of Dark-Matter Haloes
- Living with Neighbors. II. Statistical Analysis of Flybys and Mergers of Dark Matter Halos in Cosmological Simulations
- New Analytic Solutions for Galaxy Evolution II: Wind Recycling, Galactic Fountains and Late-Type Galaxies
- A semi-analytic model comparison: testing cooling models against hydrodynamical simulations
- Sussing Merger Trees: Stability and Convergence
- Dense Regions in Supersonic Isothermal Turbulence
- The Spitzer South Pole Telescope Deep Field Survey: Linking galaxies and halos at z=1.5
- A Baryonic Effect on the Merger Timescale of Galaxy Clusters
- Evolution of Splashback Boundaries and Gaseous Outskirts: Insights from Mergers of Self-similar Galaxy Clusters
- Dark Matter Halo Mergers I: Dependence on Environment & Redshift Evolution
- Direct n-body simulations of tidal disruption rate evolution in unequal-mass galaxy mergers
- Galaxy merger challenge: A comparison study between machine learning-based detection methods
- The Origin of Lopsided Satellite Galaxy Distribution in Galaxy Pairs
- The Universal Specific Merger Rate of Dark Matter Halos
- Genesis of morpho-kinematic lopsidedness in minor merger of galaxies
- Using Action Space Clustering to Constrain the Accretion History of Milky Way like Galaxies
- Dark matter halo creation in moving barrier models
- The rate and contribution of mergers to mass assembly from NIRCam observations of galaxy candidates up to 13.3 billion years ago
- Farpoint: A High-Resolution Cosmology Simulation at the Gigaparsec Scale
- The Cosmic Evolution of Halo Pairs: I. Global Trends
- Dynamics and spin alignment in massive, gravito-turbulent circumbinary discs around supermassive black hole binaries
- When Should We Treat Galaxies as Isolated?
- A physical model for the origin of the diffuse cosmic infrared background
- Where are the missing baryons in clusters?
- The evolving cluster cores: Putting together the pieces of the puzzle
- Balancing the Baryon Budget: The fraction of the IGM due to Galaxy Mergers
- The ecology of dark matter haloes I: The rates and types of halo interactions
- Strong Lensing Model of SPT-CLJ0356-5337, a Major Merger Candidate at Redshift 1.0359
- Cosmic evolution of the incidence of Active Galactic Nuclei in massive clusters: Simulations versus observations
- Self-Consistent Theory of Halo Mergers - II: CDM Power Spectra
- The Last Journey. II. SMACC -- Subhalo Mass-loss Analysis using Core Catalogs
- Molecular Disk Properties in Early-Type Galaxies
- Dark matter halo assembly bias: environmental dependence in the non-Markovian excursion set theory
- Do minor interactions trigger star formation in galaxy pairs?
- An efficient and robust method to estimate halo concentration
- Halo Growth and Merger Rates as a Cosmological Test
- A Stochastic Theory of the Hierarchical Clustering II. Halo progenitor mass function and large-scale bias
- NOEMA: A first kpc resolution study of a main sequence barred galaxy channeling gas into a growing bulge
- Astraeus VII: The environmental-dependent assembly of galaxies in the Epoch of Reionization
- The formation and disruption of globular cluster populations in simulations of present-day galaxies with controlled assembly histories
- The assembly of the most rotationally supported disc galaxies in the TNG100 simulations
- Building Halo Merger Trees from the Q Continuum Simulation
- The fragility of thin discs in galaxies -- II. Thin discs as tracers of the assembly history of galaxies
- A Shallow Slope for the Stellar Mass--Angular Momentum Relation of Star-Forming Galaxies at
- Merger rates of dark matter haloes: a comparison between EPS and N-body results
- Statistics of interacting galaxies at z~0.7
- Beyond the Halo: Redefining environment with unbound matter in N-body simulations
- Mass function and assembly of dark halos: an approach to inventory isolated overdense regions in random fields
- Heterogeneity of Inverted Calcium II H:K Ratio Cluster Galaxies
- Path integral approach for merger rates of dark matter haloes
- Merging Rates of the First Objects and the Formation of First Mini-Filaments in Models with Massive Neutrinos
- Gamma Analytical Modeling Evolution (GAME) I: The physical implications of deriving the stellar mass functions from z=0 to z=8
- Massive Black Hole Binary Systems in Hierarchical Scenario of Structure Formation
- Massive Neutrinos Promote the Size Growth of Early-Type Galaxies