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).
29 pages, 25 figures; accepted for publication in MNRAS following minor corrections
References in corpus (53)
- Measuring and testing dependence by correlation of distances
- Dust Masses, PAH Abundances, and Starlight Intensities in the SINGS Galaxy Sample
- Formation of Massive Galaxies at High Redshift: Cold Streams, Clumpy Disks and Compact Spheroids
- Tracing Galaxy Formation with Stellar Halos II: Relating Substructure in Phase- and Abundance-Space to Accretion Histories
- The Atlas3D project -- XXIX. The new look of early-type galaxies and surrounding fields disclosed by extremely deep optical images
- Sunrise: Polychromatic Dust Radiative Transfer in Arbitrary Geometries
- Building Merger Trees from Cosmological N-body Simulations
- A Turnover in the Galaxy Main Sequence of Star Formation at for Redshifts
- 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 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
- Galaxy And Mass Assembly (GAMA): Galaxy close-pairs, mergers, and the future fate of stellar mass
- 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 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
- The formation and evolution of low-surface-brightness galaxies
- 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
- Clouds, Streams and Bridges. Redrawing the blueprint of the Magellanic System with Gaia DR1
- Discovery of a Giant Stellar Tidal Stream Around the Disk Galaxy NGC 4013
- The Star Formation History and Extended Structure of the Hercules Milky Way Satellite
- Probing the merger history of red early-type galaxies with their faint stellar substructures
- 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
- 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
- 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
- The Argo Simulation: II. The Early Build-up of the Hubble Sequence
- Major mergers are not significant drivers of star formation or morphological transformation around the epoch of peak cosmic star formation
- 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
- A missing outskirts problem? Comparisons between stellar halos in the Dragonfly Nearby Galaxies Survey and the TNG100 simulation
- The limited role of galaxy mergers in driving stellar mass growth over cosmic time
- Galaxy interactions in IllustrisTNG-100, I: The power and limitations of visual identification
- Loops formed by tidal tails as fossil records of a major merger
- Frequency of Tidal Features Correlates with Age and Internal Structure of Early-type Galaxies
- 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
- The Vera Rubin Observatory Legacy Survey of Space and Time and the Low Surface Brightness Universe
- Identifying the progenitors of present-day early-type galaxies in observational surveys: correcting `progenitor bias' using the Horizon-AGN simulation
- Hunting ghosts: the iconic stellar stream(s) around NG5907 under scrutiny
- Is Flat Fielding Safe for Precision CCD Astronomy?
- 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 (8)
- A new era of intracluster light studies with JWST
- Identification of tidal features in deep optical galaxy images with Convolutional Neural Networks
- 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
- Relaxed blue ellipticals: accretion-driven stellar growth is a key evolutionary channel for low mass elliptical galaxies
- A Recipe for Unbiased Background Modeling in Deep Wide-Field Astronomical Images
- Distributed Aperture Telescopes and the Dragonfly Telephoto Array
- Machine Learning for Galactic Archaeology: A chemistry-based neural network method for identification of accreted disc stars