How well can we unravel the accreted constituents of the Milky Way stellar halo? A test on cosmological hydrodynamical simulations
arXiv:2504.10398 · doi:10.1051/0004-6361/202452449
Abstract
Context. One of the primary goals of Galactic Archaeology is to reconstruct the Milky Way's accretion history. To achieve this, significant efforts have been dedicated to identifying signatures of past accretion events. In particular, the study of integrals-of-motion (IoM) space has proven to be highly insightful for uncovering these ancient mergers and understanding their impact on the Galaxy's evolution. Aims. This paper evaluates the effectiveness of a state-of-the-art method for detecting debris from accreted galaxies, by testing it on four Milky Way-like galaxies from the Auriga suite of cosmological magneto-hydrodynamical simulations. Methods. We employ the innovative method from Lövdal et al. (2022) to identify substructures in the integrals-of-motion space within the local stellar halos of the four simulated galaxies. This approach enables us to evaluate the method's performance by comparing the properties of the identified clusters with the known populations of accreted galaxies in the simulations. Additionally, we investigate whether incorporating chemical abundances and stellar age information can help to link distinct structures originating from the same accretion event. Results. This method is very effective in detecting debris from accretion events that occur less than 6-7 Gyr ago but struggles to detect most of the debris from older accretion. Furthermore, most of the detected structures suffer from significant contamination by in-situ stars. Our results also show that the method may also generate artificial detections. Conclusions. Our work show that the Milky Way's accretion history remains uncertain, and question the reality of some detected structures in the Solar vicinity.
31 pages, 19 figures. Submitted to A&A
References in corpus (79)
- The mass distribution and gravitational potential of the Milky Way
- The Radial Velocity Experiment (RAVE): first data release
- A New Calculation of the Ionizing Background Spectrum and the Effects of HeII Reionization
- Two Stellar Components in the Halo of the Milky Way
- The GALAH+ Survey: Third Data Release
- Evidence for Two Early Accretion Events That Built the Milky Way Stellar Halo
- The Evolution of Galaxy Structure over Cosmic Time
- Tracing Galaxy Formation with Stellar Halos II: Relating Substructure in Phase- and Abundance-Space to Accretion Histories
- Streams, substructures and the early history of the Milky Way
- Evidence from the H3 Survey that the Stellar Halo is Entirely Comprised of Substructure
- Tango for three: Sagittarius, LMC, and the Milky Way
- Kraken reveals itself -- the merger history of the Milky Way reconstructed with the E-MOSAICS simulations
- Gaia Data Release 3: Analysis of RVS spectra using the General Stellar Parametriser from spectroscopy
- Evidence from APOGEE for the presence of a major building block of the halo buried in the inner Galaxy
- From dawn till disk: Milky Way's turbulent youth revealed by the APOGEE+Gaia data
- The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
- A chronicle of galaxy mass assembly in the EAGLE simulation
- The Gaia-ESO Public Spectroscopic Survey: Implementation, data products, open cluster survey, science, and legacy
- Building Late-Type Spiral Galaxies by In-Situ and Ex-Situ Star Formation
- The Sixth Data Release of the Radial Velocity Experiment (RAVE) -- II: Stellar Atmospheric Parameters, Chemical Abundances and Distances
- Reconstructing the Last Major Merger of the Milky Way with the H3 Survey
- The Sixth Data Release of the Radial Velocity Experiment (RAVE) -- I: Survey Description, Spectra and Radial Velocities
- Overview of the DESI Milky Way Survey
- ZFOURGE/CANDELS: On the Evolution of M* Galaxy Progenitors from z=3 to 0.5
- Dynamical Relics of the Ancient Galactic Halo
- The chemical characterisation of halo substructure in the Milky Way based on APOGEE
- The Fall of a Giant. Chemical evolution of Enceladus, alias the Gaia Sausage
- The Gaia-ESO Public Spectroscopic Survey: Motivation, implementation, GIRAFFE data processing, analysis, and final data products
- Quantifying the impact of the Large Magellanic Cloud on the structure of the Milky Way's dark matter halo using Basis Function Expansions
- Tracing Sagittarius Structure with SDSS and SEGUE Imaging and Spectroscopy
- A box full of chocolates: The rich structure of the nearby stellar halo revealed by Gaia and RAVE
- The SkyMapper-Gaia RVS view of the Gaia-Enceladus-Sausage -- an investigation of the metallicity and mass of the Milky Way's last major merger
- Halo Star Streams in the Solar Neighborhood
- galstreams: A Library of Milky Way Stellar Stream Footprints and Tracks
- Disassembling the Galaxy with angle-action coordinates
- Global Properties of M31's Stellar Halo from the SPLASH Survey: II. Metallicity Profile
- Fashionably Late? Building up the Milky Way's Inner Halo
- Galactic Archaeology with Gaia
- The Gaia DR3 view of dynamical substructure in the stellar halo near the Sun
- Galactic halo stellar structures in the Triangulum-Andromeda region
- GASTRO library I: the simulated chemodynamical properties of several GSE-like stellar halos
- A Milky Way-like barred spiral galaxy at a redshift of 3
- A massive mess: When a large dwarf and a Milky Way-like galaxy merge
- Evidence of a dwarf galaxy stream populating the inner Milky Way Halo
- The effects of dynamical substructure on Milky Way mass estimates from the high velocity tail of the local stellar halo
- The Splash without a merger
- The stability of stellar disks in Milky-Way sized dark matter halos
- Substructure in the stellar halo near the Sun. I. Data-driven clustering in Integrals of Motion space
- Via Machinae: Searching for Stellar Streams using Unsupervised Machine Learning
- Substructure in the stellar halo near the Sun. II. Characterisation of independent structures
- Disentangling the formation history of galaxies via population-orbit superposition: method validation
- The distribution of globular clusters in kinematic spaces does not trace the accretion history of the host galaxy
- Streams on FIRE: Populations of Detectable Stellar Streams in the Milky Way and FIRE
- Two major accretion epochs in M31 from two distinct populations of globular clusters
- High-precision chemical abundances of Galactic building blocks. The distinct chemical abundance sequence of Sequoia
- Chronology of our Galaxy from Gaia Colour-Magnitude Diagram-fitting (ChronoGal). I. The formation and evolution of the thin disk from the Gaia Catalogue of Nearby Stars
- The Three-Phase Evolution of the Milky Way
- A Comparative Analysis of the Chemical Compositions of Gaia-Enceladus/Sausage and Milky Way Satellites using APOGEE
- Cluster Ages to Reconstruct the Milky Way Assembly (CARMA) I. The final word on the origin of NGC6388 and NGC6441
- Radial halo substructure in harmony with the Galactic bar
- The chemodynamics of prograde and retrograde Milky Way stars
- The impact of the Large Magellanic Cloud on dark matter direct detection signals
- Reading the CARDs: the Imprint of Accretion History in the Chemical Abundances of the Milky Way's Stellar Halo
- Metallicity distributions of halo stars: do they trace the Galactic accretion history?
- The stellar halo in Local Group Hestia simulations II. The accreted component
- The Cetus-Palca stream: A disrupted small dwarf galaxy. A prequel to the science possible with WEAVE with precise spectro-photometric distances
- The stellar halo in Local Group Hestia simulations III. Chemical abundance relations for accreted and in-situ stars
- Exploring the diversity and similarity of radially anisotropic Milky Way-like stellar haloes: implications for disrupted dwarf galaxy searches
- Mapping Accreted Stars in Early-Type Galaxies Across the Mass-Size Plane
- Photometric metallicity for 694233 Galactic giant stars from Gaia DR3 synthetic Stromgren photometry. Metallicity distribution functions of halo sub-structures
- ED-2: a cold but not so narrow stellar stream crossing the Solar neighbourhood
- Using Action Space Clustering to Constrain the Accretion History of Milky Way like Galaxies
- Characterisation of local halo building blocks: Thamnos and Sequoia
- A high fidelity Milky Way simulation with Kraken, Gaia-Enceladus, and Sequoia analogues: clues to their accretion histories
- The GALAH Survey: No chemical evidence of an extragalactic origin for the Nyx stream
- Auriga Streams I: disrupting satellites surrounding Milky Way-mass haloes at multiple resolutions
- Observing the stellar halo of Andromeda in cosmological simulations: the Auriga2PAndAS pipeline
- Time evolution of gaps in stellar streams in axisymmetric Stäckel potentials
- Applying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?
Cited by in corpus (4)
- Two faces of Gaia-Sausage-Enceladus: Mining the chemical abundance space with graph attention networks
- HR-GO II: chemical abundances of low- retrograde dynamically-tagged-groups: Revealing Thamnos as a very metal-poor substructure
- Probing the Milky Way Halo with RR Lyrae Stars from Gaia Data Release 3
- The chemodynamical memory of a major merger in a NIHAO-UHD Milky Way analogue -- I. A golden thread through time and space