Kraken reveals itself -- the merger history of the Milky Way reconstructed with the E-MOSAICS simulations
arXiv:2003.01119 · doi:10.1093/mnras/staa2452
Abstract
Globular clusters (GCs) formed when the Milky Way experienced a phase of rapid assembly. We use the wealth of information contained in the Galactic GC population to quantify the properties of the satellite galaxies from which the Milky Way assembled. To achieve this, we train an artificial neural network on the E-MOSAICS cosmological simulations of the co-formation and co-evolution of GCs and their host galaxies. The network uses the ages, metallicities, and orbital properties of GCs that formed in the same progenitor galaxies to predict the stellar masses and accretion redshifts of these progenitors. We apply the network to Galactic GCs associated with five progenitors: {\it Gaia}-Enceladus, the Helmi streams, Sequoia, Sagittarius, and the recently discovered, `low-energy' GCs, which provide an excellent match to the predicted properties of the enigmatic galaxy `Kraken'. The five galaxies cover a narrow stellar mass range [], but have widely different accretion redshifts (). All accretion events represent minor mergers, but Kraken likely represents the most major merger ever experienced by the Milky Way, with stellar and virial mass ratios of : and :, respectively. The progenitors match the relation between GC number and halo virial mass, but have elevated specific frequencies, suggesting an evolution with redshift. Even though these progenitors likely were the Milky Way's most massive accretion events, they contributed a total mass of only , similar to the stellar halo. This implies that the Milky Way grew its stellar mass mostly by in-situ star formation. We conclude by organising these accretion events into the most detailed reconstruction to date of the Milky Way's merger tree.
20 pages, 9 figures, 2 tables; submitted to MNRAS (March 1, 2020); Figures 4, 5, and 9 show the main results of the paper
References in corpus (31)
- The NumPy array: a structure for efficient numerical computation
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- The EAGLE simulations of galaxy formation: calibration of subgrid physics and model variations
- Evidence for Two Early Accretion Events That Built the Milky Way Stellar Halo
- The accretion origin of the Milky Way's stellar halo
- 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
- Reconstructing the star formation history of the Milky Way disc(s) from chemical abundances
- A chronicle of galaxy mass assembly in the EAGLE simulation
- The Streams of the Gaping Abyss: A population of entangled stellar streams surrounding the Inner Galaxy
- Reverse engineering the Milky Way
- Halo Mass and Assembly History Exposed in the Faint Outskirts: the Stellar and Dark Matter Haloes of Illustris Galaxies
- Galactic Dark Matter Halos and Globular Cluster Populations. III: Extension to Extreme Environments
- ZFOURGE/CANDELS: On the Evolution of M* Galaxy Progenitors from z=3 to 0.5
- The total stellar halo mass of the Milky Way
- The E-MOSAICS project: tracing galaxy formation and assembly with the age-metallicity distribution of globular clusters
- Dark Matter Halos in Galaxies and Globular Cluster Populations
- Modeling the Formation of Globular Cluster Systems in the Virgo Cluster
- Weighing the stellar constituents of the Galactic halo with APOGEE red giant stars
- The Chemical Compositions of Accreted and {\it in situ} Galactic Globular Clusters According to SDSS/APOGEE
- A tale of two populations: surviving and destroyed dwarf galaxies and the build up of the Milky Way's stellar halo
- Formation histories of stars, clusters and globular clusters in the E-MOSAICS simulations
- Disentangling the Galactic Halo with APOGEE: II. Chemical and Star Formation Histories for the Two Distinct Populations
- The Progenitors of the Milky Way Stellar Halo: Big Bricks Favoured over Little Bricks
- The minimum metallicity of globular clusters and its physical origin -- implications for the galaxy mass-metallicity relation and observations of proto-globular clusters at high redshift
- The fall of the Northern Unicorn: Tangential motions in the Galactic Anti-centre with SDSS and Gaia
- Where did the globular clusters of the Milky Way form? Insights from the E-MOSAICS simulations
- The [α/Fe]-[Fe/H] relation in the E-MOSAICS simulations: its connection to the birth place of globular clusters and the fraction of globular cluster field stars in the bulge
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- The evolution of the UV luminosity function of globular clusters in the E-MOSAICS simulations
- Cresting the wave: Proper motions of the Eastern Banded Structure
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