Preparing for low surface brightness science with the Vera C. Rubin Observatory: characterisation of tidal features from mock images
arXiv:2203.07675 · doi:10.1093/mnras/stac1003
Abstract
Tidal features in the outskirts of galaxies yield unique information about their past interactions and are a key prediction of the hierarchical structure formation paradigm. The Vera C. Rubin Observatory is poised to deliver deep observations for potentially of millions of objects with visible tidal features, but the inference of galaxy interaction histories from such features is not straightforward. Utilising automated techniques and human visual classification in conjunction with realistic mock images produced using the NEWHORIZON cosmological simulation, we investigate the nature, frequency and visibility of tidal features and debris across a range of environments and stellar masses. In our simulated sample, around 80 per cent of the flux in the tidal features around Milky Way or greater mass galaxies is detected at the 10-year depth of the Legacy Survey of Space and Time (30-31 mag / sq. arcsec), falling to 60 per cent assuming a shallower final depth of 29.5 mag / sq. arcsec. The fraction of total flux found in tidal features increases towards higher masses, rising to 10 per cent for the most massive objects in our sample (M*~10^{11.5} Msun). When observed at sufficient depth, such objects frequently exhibit many distinct tidal features with complex shapes. The interpretation and characterisation of such features varies significantly with image depth and object orientation, introducing significant biases in their classification. Assuming the data reduction pipeline is properly optimised, we expect the Rubin Observatory to be capable of recovering much of the flux found in the outskirts of Milky Way mass galaxies, even at intermediate redshifts (z<0.2).
arXiv comment29 pages, 25 figures; accepted for publication in MNRAS following minor corrections
References in corpus (194)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Stellar population synthesis at the resolution of 2003
- Galactic Stellar and Substellar Initial Mass Function
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- Dust Grain Size Distributions and Extinction in the Milky Way, LMC, and SMC
- Measuring and testing dependence by correlation of distances
- The Average Star Formation Histories of Galaxies in Dark Matter Halos from z=0-8
- Cosmological Hydrodynamics with Adaptive Mesh Refinement: a new high resolution code called RAMSES
- Overview of the DESI Legacy Imaging Surveys
- The Initial Mass Function of Stars: Evidence for Uniformity in Variable Systems
- First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
- Gasdynamics and Starbursts in Major Mergers
- Galaxy Zoo : Morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
- Galactic star formation and accretion histories from matching galaxies to dark matter haloes
- UniverseMachine: The Correlation between Galaxy Growth and Dark Matter Halo Assembly from z=0-10
- The Atlas3D project -- I. A volume-limited sample of 260 nearby early-type galaxies: science goals and selection criteria
- Dust Masses, PAH Abundances, and Starlight Intensities in the SINGS Galaxy Sample
- The Hyper Suprime-Cam SSP Survey: Overview and Survey Design
- Tracing Galaxy Formation with Stellar Halos I: Methods
- Formation of Massive Galaxies at High Redshift: Cold Streams, Clumpy Disks and Compact Spheroids
- The Inner Structure of LambdaCDM Halos I: A Numerical Convergence Study
- First Results from the TNG50 Simulation: Galactic outflows driven by supernovae and black hole feedback
- Dancing in the dark: galactic properties trace spin swings along the cosmic web
- A New Non-Parametric Approach to Galaxy Morphological Classification
- The Dust Opacity of Star-Forming Galaxies
- The Two Phases of Galaxy Formation
- The merger rate of galaxies in the Illustris Simulation: a comparison with observations and semi-empirical models
- Subaru Prime Focus Camera -- Suprime-Cam --
- The Green Valley is a Red Herring: Galaxy Zoo reveals two evolutionary pathways towards quenching of star formation in early- and late-type galaxies
- Galactic stellar haloes in the CDM model
- The Asymmetry of Galaxies: Physical Morphology for Nearby and High Redshift Galaxies
- Second Data Release of the Hyper Suprime-Cam Subaru Strategic Program
- Structure and Kinematics of the Stellar Halos and Thick Disks of the Milky Way Based on Calibration Stars from SDSS DR7
- The stellar mass assembly of galaxies in the Illustris simulation: growth by mergers and the spatial distribution of accreted stars
- A galaxy lacking dark matter
- Preparing Red-Green-Blue (RGB) Images from CCD Data
- Tracing Galaxy Formation with Stellar Halos II: Relating Substructure in Phase- and Abundance-Space to Accretion Histories
- Diffuse Light in the Virgo Cluster
- The Atlas3D project -- XXIX. The new look of early-type galaxies and surrounding fields disclosed by extremely deep optical images
- The ATLAS project - XXV: Two-dimensional kinematic analysis of simulated galaxies and the cosmological origin of fast and slow rotators
- The origin and implications of dark matter anisotropic cosmic infall on ~L* haloes
- The Romulus Cosmological Simulations: A Physical Approach to the Formation, Dynamics and Accretion Models of SMBHs
- The formation of disc galaxies in a LCDM universe
- Sunrise: Polychromatic Dust Radiative Transfer in Arbitrary Geometries
- Stars beyond Galaxies: The Origin of Extended Luminous Halos around Galaxies
- Stellar Streams Discovered in the Dark Energy Survey
- AGN-driven quenching of star formation: morphological and dynamical implications for early-type galaxies
- The Frequency of Tidal Features Associated with Nearby Luminous Elliptical Galaxies from a Statistically Complete Sample
- A universal structural and star-forming relation since : connecting compact star-forming and quiescent galaxies
- Shredded Galaxies as the Source of Diffuse Intrahalo Light On Varying Scales
- Merger Histories of Galaxy Halos and Implications for Disk Survival
- Building Merger Trees from Cosmological N-body Simulations
- The Angular Momentum of Gas in Proto-Galaxies I. Implications for the Formation of Disk Galaxies
- A Turnover in the Galaxy Main Sequence of Star Formation at for Redshifts
- Globular Clusters with Tidal Tails: Deep Two-Color Star Counts
- The Horizon-AGN simulation: evolution of galaxy properties over cosmic time
- Introducing the NewHorizon simulation: Galaxy properties with resolved internal dynamics across cosmic time
- Ultra Low Surface Brightness Imaging with the Dragonfly Telephoto Array
- Galaxies at the extremes: Ultra-diffuse galaxies in the Virgo Cluster
- Ultra diffuse galaxies outside clusters: clues to their formation and evolution
- Galactic accretion and the outer structure of galaxies in the CDM model
- Galaxy Zoo: the fraction of merging galaxies in the SDSS and their morphologies
- The Luminosity Profile and Structural Parameters of the Andromeda Galaxy
- The Burrell Schmidt Deep Virgo Survey: Tidal Debris, Galaxy Halos, and Diffuse Intracluster Light in the Virgo Cluster
- Morphology and star formation in IllustrisTNG: the build-up of spheroids and discs
- The Fornax Deep Survey with VST. I. The extended and diffuse stellar halo of NGC~1399 out to 192 kpc
- The Auriga Stellar Haloes: Connecting stellar population properties with accretion and merging history
- The Structures of Distant Galaxies - III: The Merger History of over 20,000 Massive Galaxies at z < 1.2
- Building Late-Type Spiral Galaxies by In-Situ and Ex-Situ Star Formation
- The shape of the inner Milky Way halo from observations of the Pal 5 and GD-1 stellar streams
- Beyond 31 mag/arcsec^2: the low surface brightness frontier with the largest optical telescopes
- Noise Based Detection and Segmentation of Nebulous Objects
- Illuminating Low-Surface-Brightness Galaxies with the Hyper Suprime-Cam Survey
- Galaxy And Mass Assembly (GAMA): Galaxy close-pairs, mergers, and the future fate of stellar mass
- Shape asymmetry: a morphological indicator for automatic detection of galaxies in the post-coalescence merger stages
- The CFHT Legacy Survey: stacked images and catalogs
- Tidal Interaction of M32 and NGC 205 with M31: Surface Photometry and Numerical Simulations
- Dwarfs Gobbling Dwarfs: A Stellar Tidal Stream Around NGC 4449 and Hierarchical Galaxy Formation on Small Scales
- Effect of local environment and stellar mass on galaxy quenching and morphology at
- Intracluster light and the extended stellar envelopes of cD galaxies: An analytical description
- The importance of minor-merger-driven star formation and black-hole growth in disk galaxies
- The total stellar halo mass of the Milky Way
- Tidal dwarf galaxies as a test of fundamental physics
- Tidal Tails Test the Equivalence Principle in the Dark Sector
- Measuring Mass Loss Rates from Galactic Satellites
- The IAC Stripe 82 Legacy Project: a wide-area survey for faint surface brightness astronomy
- The role of mergers in driving morphological transformation over cosmic time
- Star formation histories of dwarf galaxies in the FIRE simulations: dependence on mass and Local Group environment
- The formation and evolution of low-surface-brightness galaxies
- Discovery of two neighboring satellites in the Carina constellation with MagLiteS
- Diverse Stellar Haloes in Nearby Milky Way-Mass Disc Galaxies
- Parametrizing the Stellar Haloes of Galaxies
- The Dragonfly Nearby Galaxies Survey. II. Ultra diffuse galaxies near the elliptical galaxy NGC 5485
- How to quench a galaxy
- Galactic cirri in deep optical imaging
- Kinematics of tidal tails in interacting galaxies: Tidal Dwarf Galaxies and projection effects
- Constraining Dark Halo Potentials with Tidal Tails
- Clouds, Streams and Bridges. Redrawing the blueprint of the Magellanic System with Gaia DR1
- Interpreting Debris from Satellite Disruption In External Galaxies
- Using Tidal Tails to Probe Dark Matter Halos
- Evidence for an outer disk in the Prototype `Compact Elliptical' Galaxy M32
- Discovery of a Giant Stellar Tidal Stream Around the Disk Galaxy NGC 4013
- A coincidence of disturbed morphology and blue UV colour: minor-merger driven star formation in early-type galaxies at z~0.6
- Tidal debris morphology and the orbits of satellite galaxies
- Systematically Measuring Ultra Diffuse Galaxies (SMUDGes). I. Survey Description and First Results in the Coma Galaxy Cluster and Environs
- Stellar Streams as Probes of Dark Halo Mass and Morphology: A Bayesian Reconstruction
- A Fossil Record of Galaxy Encounters
- VEGAS: A VST Early-type GAlaxy Survey. II. Photometric study of giant ellipticals and their stellar halos
- The Star Formation History and Extended Structure of the Hercules Milky Way Satellite
- Tidal dwarf galaxies in the nearby Universe
- Probing the merger history of red early-type galaxies with their faint stellar substructures
- Low-Surface-Brightness Galaxies in the Sloan Digital Sky Survey. I. Search Method and Test Sample
- Hiding in plain sight: An abundance of compact massive spheroids in the local Universe
- Galaxy morphological classification in deep-wide surveys via unsupervised machine learning
- Census and classification of low-surface-brightness structures in nearby early-type galaxies from the MATLAS survey
- Early- and late-stage mergers among main sequence and starburst galaxies at 0.2<z<2
- Removing Internal Reflections from Deep Imaging Datasets
- Interpreting the Morphology of Diffuse Light Around Satellite Galaxies
- Deep CCD Surface Photometry of the Edge-On Spiral NGC 4244
- The role of mergers and interactions in driving the evolution of dwarf galaxies over cosmic time
- The Fornax Deep Survey with VST. V. Exploring the faintest regions of the bright early-type galaxies inside the virial radius
- The Fornax Deep Survey with VST. VIII. Connecting the accretion history with the cluster density
- Kinematics and simulations of the stellar stream in the halo of the Umbrella Galaxy
- The galaxy "missing dark matter" NGC1052-DF4 is undergoing tidal disruption
- An EAGLE's View of Ex-situ Galaxy Growth
- Probing interstellar turbulence in cirrus with deep optical imaging: no sign of energy dissipation at 0.01 pc scale
- The buildup of the intracluster light of Abell 85 as seen by Subaru's Hyper Suprime-Cam
- AGN in dwarf galaxies: frequency, triggering processes and the plausibility of AGN feedback
- Lessons from the Auriga discs: The hunt for the Milky Way's ex-situ disc is not yet over
- Tidal Features at 0.05<z<0.45 in the Hyper Suprime-Cam Subaru Strategic Program: Properties and Formation Channels
- Identification of Low Surface Brightness Tidal Features in Galaxies Using Convolutional Neural Networks
- The Origin of Faint Tidal Features Around Galaxies in the RESOLVE Survey
- The Argo Simulation: II. The Early Build-up of the Hubble Sequence
- Integrating human and machine intelligence in galaxy morphology classification tasks
- Systematic search for tidal features around nearby galaxies: I. Enhanced SDSS imaging of the Local Volume
- Major mergers are not significant drivers of star formation or morphological transformation around the epoch of peak cosmic star formation
- Constraints on the merging channel of massive galaxies since z~1
- Star formation triggered by galaxy interactions in modified gravity
- Introducing the LBT Imaging of Galactic Halos and Tidal Structures (LIGHTS) survey. A preview of the low surface brightness Universe to be unveiled by LSST
- The prevalence of pseudo-bulges in the Auriga simulations
- Spectroscopy of Ultra-diffuse Galaxies in the Coma Cluster
- Galaxy merger histories and the role of merging in driving star formation at z>1
- Probing the nature of dark matter with accreted globular cluster streams
- On the stellar halo metallicity profile of Milky Way-like galaxies in the Auriga simulations
- A missing outskirts problem? Comparisons between stellar halos in the Dragonfly Nearby Galaxies Survey and the TNG100 simulation
- Evolution of blue E/S0 galaxies from z~1: merger remnants or disk rebuilding galaxies?
- An analytical phase-space model for tidal caustics
- Detection of Strong Epicyclic Density Spikes in the GD-1 Stellar Stream. An Absence of Evidence for the Influence of Dark Matter Subhalos?
- Convergence of Lobatto-type Runge-Kutta methods for partitioned differential-algebraic systems of index 2
- The missing light of the Hubble Ultra Deep Field
- Mergers in Galaxy Groups - I. Structure and Properties of Elliptical Remnants
- The rise and fall of stellar discs across the peak of cosmic star formation history: mergers versus smooth accretion
- Early type galaxies with tidal debris and their scaling relations in the Spitzer Survey of Stellar Structure in Galaxies (S4G)
- The Halos and Environments of Nearby Galaxies (HERON) I: Imaging, Sample Characteristics, and Envelope Diameters
- New Horizon: On the origin of the stellar disk and spheroid of field galaxies at
- Stellar mass functions of galaxies, disks and spheroids at z~0.1
- VEGAS: A VST Early-type GAlaxy Survey. III. Mapping the galaxy structure, interactions and intragroup light in the NGC 5018 group
- The limited role of galaxy mergers in driving stellar mass growth over cosmic time
- Euclid preparation: XVI. Exploring the ultra low-surface brightness Universe with Euclid/VIS
- Systematically Measuring Ultra-Diffuse Galaxies (SMUDGes). II. Expanded Survey Description and the Stripe 82 Catalog
- The cosmic assembly of stellar haloes in massive Early-Type Galaxies
- The Saga of M81: Global View of a Massive Stellar Halo in Formation
- Systematically Measuring Ultra Diffuse Galaxies in HI: Results from the Pilot Survey
- Galaxy interactions in IllustrisTNG-100, I: The power and limitations of visual identification
- Early-type galaxy spin evolution in the Horizon-AGN simulation
- VEGAS: A VST Early-type GAlaxy Survey.VI. The diffuse light in HCG 86 from the ultra-deep VEGAS images
- Loops formed by tidal tails as fossil records of a major merger
- Dragonfly imaging of the galaxy NGC5907: a revised view of the iconic stellar stream
- Automated detection of very Low Surface Brightness galaxies in the Virgo Cluster
- The Hough Stream Spotter: A New Method for Detecting Linear Structure in Resolved Stars and Application to the Stellar Halo of M31
- How cosmological merger histories shape the diversity of stellar haloes
- Frequency of Tidal Features Correlates with Age and Internal Structure of Early-type Galaxies
- Sumo Puff: Tidal Debris or Disturbed Ultra-Diffuse Galaxy?
- A machine--vision method for automatic classification of stellar halo substructure
- Long Tidal Tails in Merging Galaxies and Their Implications
- Galaxy and Mass Assembly (GAMA): Formation and Growth of Elliptical Galaxies in the Group Environment
- Studying the Physical Properties of Tidal Features I. Extracting Morphological Substructure in CANDELS Observations and VELA Simulations
- Eigengalaxies: describing galaxy morphology using principal components in image space
- The Vera Rubin Observatory Legacy Survey of Space and Time and the Low Surface Brightness Universe
- Composite star formation histories of early-type galaxies from minor mergers: prospects for WFC3
- First spectroscopic study of ionized gas emission lines in the extreme low surface brightness galaxy Malin 1
- Massive spheroids can form in single minor mergers
- Identifying the progenitors of present-day early-type galaxies in observational surveys: correcting `progenitor bias' using the Horizon-AGN simulation
- Estimating Sky Level
- Cannibalization and Rebirth in the NGC5387 System. I. The Stellar Stream & Star Forming Region
- Hunting ghosts: the iconic stellar stream(s) around NG5907 under scrutiny
- Seen and unseen tidal caustics in the Andromeda galaxy
- Revealing the formation mechanism of the shell galaxy NGC474 with MUSE
- Is Flat Fielding Safe for Precision CCD Astronomy?
- Testing the Dark Matter Caustic Theory Against Observations in the Milky Way
- A Machine Learning Approach to the Detection of Ghosting and Scattered Light Artifacts in Dark Energy Survey Images
- The low-surface-brightness Universe: a new frontier in the study of galaxy evolution
- DeepGhostBusters: Using Mask R-CNN to Detect and Mask Ghosting and Scattered-Light Artifacts from Optical Survey Images
Cited by in corpus (40)
- Euclid. I. Overview of the Euclid mission
- Characterization of Low Surface Brightness structures in annotated deep images
- A new era of intracluster light studies with JWST
- Euclid: Early Release Observations -- Deep anatomy of nearby galaxies
- Identification of tidal features in deep optical galaxy images with Convolutional Neural Networks
- A stream come true: Connecting tidal tails, shells, streams, and planes with galaxy kinematics and formation history
- Reading the tea leaves in the - and - diagrams: dry and gaseous mergers with remnant angular momentum
- Characterising Tidal Features Around Galaxies in Cosmological Simulations
- The SAMI Galaxy Survey: Using Tidal Streams and Shells to Trace the Dynamical Evolution of Massive Galaxies
- Extragalactic Stellar Tidal Streams in the Dark Energy Survey
- Massive Early-Type Galaxies in the HSC-SSP: Flux Fraction of Tidal Features and Merger Rates
- Galaxy And Mass Assembly (GAMA): Comparing Visually and Spectroscopically Identified Galaxy Merger Samples
- Galaxy merger challenge: A comparison study between machine learning-based detection methods
- Relaxed blue ellipticals: accretion-driven stellar growth is a key evolutionary channel for low mass elliptical galaxies
- The Hateful Eight: Connecting Massive Substructures in Galaxy Clusters like Abell 2744 to their Dynamical Assembly State using the Magneticum Simulations
- The impact of environment on size: Galaxies are 50% smaller in the Fornax Cluster compared to the field
- The AMIGA sample of isolated galaxies. XIV. Disc breaks and interactions through ultra-deep optical imaging
- On the Edge: the relation between stellar and dark matter haloes of Milky Way-mass galaxies
- A giant thin stellar stream in the Coma Galaxy Cluster
- A Recipe for Unbiased Background Modeling in Deep Wide-Field Astronomical Images
- Extragalactic Stellar Tidal Streams: Observations meet Simulation
- Distribution of merging and post-merging galaxies in nearby galaxy clusters
- Tidal features and disc thicknesses of edge-on galaxies in the SDSS Stripe 82
- Low Surface Brightness structures from annotated deep CFHT images: effects of the host galaxy's properties and environment
- Euclid: Early Release Observations -- The Intracluster Light of Abell 2390
- Uncovering Tidal Treasures: Automated Classification of Faint Tidal Features in DECaLS Data
- Intra-Cluster Light as a Dynamical Clock for Galaxy Clusters: Insights from the MAGNETICUM, IllustrisTNG, Hydrangea and Horizon-AGN Simulations
- The leakage of Lyman-continuum photons from a major merger at
- STRRINGS: STReams in Residual Images of Nearby GalaxieS
- Cosmic reflections I: the structural diversity of simulated and observed low-mass galaxy analogues
- Memoirs of mass accretion: probing the edges of intracluster light in simulated galaxy clusters
- AGN -- host galaxy photometric decomposition using a fast, accurate and precise deep learning approach
- Born to be Starless: Revisiting the Missing Satellite Problem
- GalaxyGenius: Mock galaxy image generator for various telescopes from hydrodynamical simulations
- Distributed Aperture Telescopes and the Dragonfly Telephoto Array
- A stellar stream around the spiral galaxy Messier 61 in Rubin First Look imaging
- On the Origin of Intracluster Light based on the High-resolution Simulation, NewCluster
- Nearby dwarf galaxies with extreme star formation rates: a window into dwarf-galaxy evolution in the early Universe
- Tidal Structures Around Edge-On Galaxies in Deep Imaging Surveys
- Machine Learning for Galactic Archaeology: A chemistry-based neural network method for identification of accreted disc stars