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The Chemodynamics of Prograde and Retrograde Milky Way Stars Georges Kordopatis (Γιωργ´ Oς Koρδoπατη´ Σ), Alejandra Recio-Blanco, Mathias Schultheis, and Vanessa Hill
A&A 643, A69 (2020) Astronomy https://doi.org/10.1051/0004-6361/202038686 & c G. Kordopatis et al. 2020 Astrophysics The chemodynamics of prograde and retrograde Milky Way stars Georges Kordopatis (Γιωργ´ o& Koρδoπατη´ &), Alejandra Recio-Blanco, Mathias Schultheis, and Vanessa Hill Université Côte d’Azur, Observatoire de la Côte d’Azur, CNRS, Laboratoire Lagrange, Nice, France e-mail: [email protected] Received 18 June 2020 / Accepted 11 September 2020 ABSTRACT Context. The accretion history of the Milky Way is still unknown, despite the recent discovery of stellar systems that stand out in terms of their energy-angular momentum space, such as Gaia-Enceladus-Sausage. In particular, it is still unclear how these groups are linked and to what extent they are well-mixed. Aims. We investigate the similarities and differences in the properties between the prograde and retrograde (counter-rotating) stars and set those results in context by using the properties of Gaia-Enceladus-Sausage, Thamnos/Sequoia, and other suggested accreted populations. Methods. We used the stellar metallicities of the major large spectroscopic surveys (APOGEE, Gaia-ESO, GALAH, LAMOST, RAVE, SEGUE) in combination with astrometric and photometric data from Gaia’s second data-release. We investigated the presence of radial and vertical metallicity gradients as well as the possible correlations between the azimuthal velocity, vφ, and metallicity, [M=H], as qualitative indicators of the presence of mixed populations. Results. We find that a handful of super metal-rich stars exist on retrograde orbits at various distances from the Galactic center and the Galactic plane. We also find that the counter-rotating stars appear to be a well-mixed population, exhibiting radial and vertical metallicity gradients on the order of ∼ − 0:04 dex kpc−1 and −0:06 dex kpc−1, respectively, with little (if any) variation when different regions of the Galaxy are probed. -
Arxiv:1806.06038V2 [Astro-Ph.GA] 31 Oct 2018 Gaia-Enceladus on the Basis of Their Orbits
The merger that led to the formation of the Milky Way's inner stellar halo and thick disk Amina Helmi1, Carine Babusiaux2, Helmer H. Koppelman1, Davide Massari1, Jovan Veljanoski1, Anthony G. A. Brown3 1Kapteyn Astronomical Institute, University of Groningen, P.O. Box 800, 9700 AV Groningen, The Netherlands 2Univ. Grenoble Alpes, CNRS, IPAG, 38000 Grenoble, France and GEPI, Observatoire de Paris, Universit´ePSL, CNRS, 5 Place Jules Janssen, 92190 Meudon, France 3Leiden Observatory, Leiden University, P.O. Box 9513, 2300 RA Leiden, The Netherlands The assembly process of our Galaxy can be retrieved using the motions and chemistry of individual stars.1, 2 Chemo-dynamical studies of the nearby halo have long hinted at the presence of multiple components such as streams,3 clumps,4 duality5 and correlations between the stars' chemical abundances and orbital parameters.6, 7, 8 More recently, the analysis of two large stellar sur- veys9, 10 have revealed the presence of a well-populated chemical elemental abun- dance sequence,7, 11 of two distinct sequences in the colour-magnitude diagram,12 and of a prominent slightly retrograde kinematic structure13, 14 all in the nearby halo, which may trace an important accretion event experienced by the Galaxy.15 Here report an analysis of the kinematics, chemistry, age and spatial distribution of stars in a relatively large volume around the Sun that are mainly linked to two major Galactic components, the thick disk and the stellar halo. We demon- strate that the inner halo is dominated by debris from an object which at infall was slightly more massive than the Small Magellanic Cloud, and which we refer to as Gaia-Enceladus. -
The Shape of the Galactic Halo with Gaia DR2 RR Lyrae
MNRAS 000,1{13 (2018) Preprint 16 October 2018 Compiled using MNRAS LATEX style file v3.0 The shape of the Galactic halo with Gaia DR2 RR Lyrae. Anatomy of an ancient major merger Giuliano Iorio1? and Vasily Belokurov1;2y 1Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge CB3 0HA, UK 2Centre for Computational Astrophysics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA Accepted XXX. Received YYY; in original form ZZZ ABSTRACT We use the Gaia DR2 RR Lyrae sample to gain an uninterrupted view of the Galactic stellar halo. We dissect the available volume in slices parallel to the Milky Way's disc to show that within ∼ 30 kpc from the Galactic centre the halo is triaxial, with the longest axis misaligned by ∼ 70◦ with respect to the Galactic x-axis. This anatomical procedure exposes two large diffuse over-densities aligned with the semi- major axis of the halo: the Hercules-Aquila Cloud and the Virgo Over-density. We reveal the kinematics of the entire inner halo by mapping out the amplitudes and directions of the RR Lyrae proper motions. These are then compared to simple models with different anisotropies to demonstrate that the inner halo is dominated by stars on highly eccentric orbits. We interpret the shape of the density and the kinematics of the Gaia DR2 RR Lyrae as evidence in favour of a scenario in which the bulk of the halo was deposited in a single massive merger event. Key words: galaxies: individual (Milky Way) { Galaxy: structure { Galaxy: stellar content { Galaxy: stellar halo { stars: (RR Lyrae) { Galaxy: kinematics 1 INTRODUCTION Dav´eet al. -
BIBLIOGRAPHY Richard De Grijs (24 September 2021)
BIBLIOGRAPHY Richard de Grijs (24 September 2021) 1. Refereed Articles (in reverse chronological order) (y: Papers written by my students/postdocs in which I had a major hand and whom I supervised directly.) (242) Niederhofer F., Cioni M.-R.L., Schmidt T., Bekki K., de Grijs R., Ivanov V.D., Oliveira J.M., Ripepi V., Subramanian S., van Loon J.T., 2021, The VMC survey. XLVI. Stellar proper motions within the centre of the Large Magellanic Cloud, MNRAS, submitted (241) Schmidt T., Cioni M.-R.L., Niederhofer F., Bekki K., Bell C.P.M., de Grijs R., El Youssoufi D., Ivanov V.D., Oliveira J.M., Ripepi V., van Loon J.T., 2021, The VMC survey. XLV. Proper motion of the outer LMC and the impact of the SMC, A&A, submitted (240) James D., Subramanian S., Omkumar A.O., Mary A., Bekki K., Cioni M.-R.L., de Grijs R., El Youssoufi D., Kartha S.S., Niederhofer F., van Loon J.T., 2021, Presence of red giant population in the foreground stellar sub-structure of the Small Magellanic Cloud, MNRAS, in press (239) y Choudhury S., de Grijs R., Bekki K., Cioni M.-R.L., Ivanov V.D., van Loon J.T., Miller A.E., Niederhofer F., Oliveira J.M., Ripepi V., Sun N.-C., Subramanian S., 2021, The VMC survey. XLIV. Mapping metallicity trends in the Large Magellanic Cloud using near-infrared passbands, MNRAS, 507, 4752 (arXiv:2108.10529) (238) de Grijs R., 2021, Non-Western efforts to solve the ‘Longitude Problem’. I. China, JAHH, submitted (237) Smith M.W.L., Eales S.A., Williams T.G., Lee B., Li Z.-N., Barmby P., Bureau M., Chapman S., Cho B.S., Chung A., Chung E.J., Chung -
The Evolution of Galaxy Structure Over Cosmic Time
Annu. Rev. Astron. Astrophy. 2014 1056-8700/97/0610-00 The Evolution of Galaxy Structure over Cosmic Time Christopher J. Conselice Centre for Astronomy and Particle Theory School of Physics and Astronomy University of Nottingham, United Kingdom Key Words galaxy evolution, galaxy morphology, galaxy structure Abstract I present a comprehensive review of the evolution of galaxy structure in the universe from the first galaxies we can currently observe at z ∼ 6 down to galaxies we see in the local universe. I further address how these changes reveal galaxy formation processes that only galaxy structural analyses can provide. This review is pedagogical and begins with a de- tailed discussion of the major methods in which galaxies are studied morphologically and structurally. This includes the well-established visual method for morphology; S´ersic fitting to measure galaxy sizes and surface brightness profile shapes; non-parametric structural methods including the concentration (C), asymmetry (A), clumpiness (S) (CAS) method, the Gini/M20 parameters, as well as newer structural indices. Included is a discussion of how these structural indices measure fundamental properties of galaxies such as their scale, star formation rate, and ongoing merger activity. Extensive observational results are shown demonstrating how broad galaxy morphologies and structures change with time up to z ∼ 3, from small, compact and peculiar systems in the distant universe to the formation of the Hubble sequence dominated by spirals and ellipticals we find today. This review further addresses how structural methods accurately identify galaxies in mergers, and allow mea- arXiv:1403.2783v1 [astro-ph.GA] 12 Mar 2014 surements of the merger history out to z ∼ 3. -
Dwarf Galaxies 1 Planck “Merger Tree” Hierarchical Structure Formation
04.04.2019 Grebel: Dwarf Galaxies 1 Planck “Merger Tree” Hierarchical Structure Formation q Larger structures form q through successive Illustris q mergers of smaller simulation q structures. q If baryons are Time q involved: Observable q signatures of past merger q events may be retained. ➙ Dwarf galaxies as building blocks of massive galaxies. Potentially traceable; esp. in galactic halos. Fundamental scenario: q Surviving dwarfs: Fossils of galaxy formation q and evolution. Large structures form through numerous mergers of smaller ones. 04.04.2019 Grebel: Dwarf Galaxies 2 Satellite Disruption and Accretion Satellite disruption: q may lead to tidal q stripping (up to 90% q of the satellite’s original q stellar mass may be lost, q but remnant may survive), or q to complete disruption and q ultimately satellite accretion. Harding q More massive satellites experience Stellar tidal streams r r q higher dynamical friction dV M ρ V from different dwarf ∝ − r 3 galaxy accretion q and sink more rapidly. dt V events lead to ➙ Due to the mass-metallicity relation, expect a highly sub- q more metal-rich stars to end up at smaller radii. structured halo. 04.04.2019 € Grebel: Dwarf Galaxies Johnston 3 De Lucia & Helmi 2008; Cooper et al. 2010 accreted stars (ex situ) in-situ stars Stellar Halo Origins q Stellar halos composed in part of q accreted stars and in part of stars q formed in situ. Rodriguez- q Halos grow from “from inside out”. Gomez et al. 2016 q Wide variety of satellite accretion histories from smooth growth to discrete events. -
Interpreting Gaia Data Using High-Resolution Cosmological MHD Simulations
Interpreting Gaia data using high-resolution cosmological MHD simulations Rob Grand (MPA) in collaboration with Volker Springel (MPA), Rüdiger Pakmor (MPA), Facundo Gómez (La Serena), Federico Marinacci (Bologna), Christine Simpson (Chicago), Adrian Jenkins (Durham), Carlos Frenk (Durham), Simon White (MPA), Alis Deason (Durham), Vasily Belokurov (Cambridge) A brief history of MW cosmological simulations In the early days, only bulge-dominated galaxies could be produced… Hopkins+14 Scannapieco+11,12 Guedes+11 Aumer+13 …but recently, galaxies have become more like discy, late-type, star-forming spirals why? Strong stellar (AGN) feedback, better resolution, better codes… The Auriga simulations: cosmological “zoom” simulations for the formation of Milky Way mass galaxies (https://wwwmpa.mpa-garching.mpg.de/auriga/) Hi-res central galaxy Low-res (100 Mpc)3 box Hi-res halo region Simulated with gas (AREPO) and galaxy formation model: A large suite (40) of Milky Way-mass systems (Grand+17) Star-forming Range of spiral-bar morphologies Chemical dichotomy [alpha/Fe] Grand+18a [Fe/H] Rotationally supported Rotationally supported Thick & thin discs Thin discs Grand+17 Grand+18b Aurigaia: Gaia DR2 mock catalogues generated from Auriga (Grand+18b) based on the methods of Hunt+ 2015 (SNAPDRAGONS) and Lowing+ 2015 • Population synthesis using PARSEC isochrones and assuming star particle is SSP; • 3D dust extinction: 2D Schlegel + Sharma 3D model (available without extinction map); • Approx. Selection function: V<16 (everywhere); V<20 (|b| > 20 degrees) • Phase space interpolation for “synthetic star” generation; • Gaia-added error convolved with observables; Aurigaia: Gaia DR2 mock catalogues generated from Auriga (Grand+18b) based on the methods of Hunt+ 2015 (SNAPDRAGONS) and Lowing+ 2015 • Population synthesis using PARSEC isochrones and assuming star particle is SSP; • 3D dust extinction: 2D Schlegel + Sharma 3D model (available without extinction map); • Approx. -
Unequal-Mass Galaxy Merger Remnants: Spiral-Like Morphology but Elliptical-Like Kinematics
A&A 418, L27–L30 (2004) Astronomy DOI: 10.1051/0004-6361:20040114 & c ESO 2004 Astrophysics Unequal-mass galaxy merger remnants: Spiral-like morphology but elliptical-like kinematics F. Bournaud1,2,F.Combes1, and C. J. Jog3 1 Observatoire de Paris, LERMA, 61 Av. de l’Observatoire, 75014 Paris, France Letter to the Editor 2 Ecole´ Normale Sup´erieure, 45 rue d’Ulm, 75005 Paris, France 3 Department of Physics, Indian Institute of Science, Bangalore 560012, India Received 14 January 2004 / Accepted 12 March 2004 Abstract. It is generally believed that major galaxy mergers with mass ratios in the range 1:1–3:1 result in remnants that have properties similar to elliptical galaxies, and minor mergers below 10:1 result in disturbed spiral galaxies. The intermediate range of mass ratios 4:1–10:1 has not been studied so far. Using N-body simulations, we show that such mergers can result in very peculiar systems, that have the morphology of a disk galaxy with an exponential profile, but whose kinematics is closer to that of elliptical systems. These objects are similar to those recently observed by Jog & Chitre (2002). We present two cases with mass ratios 4.5:1 and 7:1, and show that the merging causes major heating and results in the appearance of elliptical-type kinematics, while surprisingly the initial spiral-like mass profile is conserved. Key words. galaxies: interaction – galaxies: formation – galaxies: evolution – galaxies: kinematics 1. Introduction regarded as elliptical galaxies with faint outer disks. Among the class II objects, Jog & Chitre (2002) have pointed out sys- Numerical simulations commonly show that the merging of tems with kinematical properties typical of elliptical galaxies: two equal-mass spiral galaxies results in the formation of an they have velocity dispersions as large or larger than rotation r1/4 elliptical galaxy with an radial profile consistent with ob- velocity, while spiral disks are usually supported by rotation. -
Using Transfer Learning to Detect Galaxy Mergers
MNRAS 000,1{12 (2017) Preprint 30 May 2018 Compiled using MNRAS LATEX style file v3.0 Using transfer learning to detect galaxy mergers Sandro Ackermann,1 Kevin Schawinski,1 Ce Zhang,2 Anna K. Weigel1 and M. Dennis Turp1 1Institute for Particle Physics and Astrophysics, Department of Physics, ETH Zurich, Wolfgang-Pauli-Strasse 27, CH-8093, Zurich,¨ Switzerland 2Systems Group, Department of Computer Science, ETH Zurich, Universit¨atstrasse 6, CH-8006, Zurich,¨ Switzerland Accepted XXX. Received YYY; in original form ZZZ ABSTRACT We investigate the use of deep convolutional neural networks (deep CNNs) for auto- matic visual detection of galaxy mergers. Moreover, we investigate the use of transfer learning in conjunction with CNNs, by retraining networks first trained on pictures of everyday objects. We test the hypothesis that transfer learning is useful for im- proving classification performance for small training sets. This would make transfer learning useful for finding rare objects in astronomical imaging datasets. We find that these deep learning methods perform significantly better than current state-of-the-art merger detection methods based on nonparametric systems like CAS and GM20. Our method is end-to-end and robust to image noise and distortions; it can be applied directly without image preprocessing. We also find that transfer learning can act as a regulariser in some cases, leading to better overall classification accuracy (p = 0:02). Transfer learning on our full training set leads to a lowered error rate from 0.038±1 down to 0.032±1, a relative improvement of 15%. Finally, we perform a basic sanity- check by creating a merger sample with our method, and comparing with an already existing, manually created merger catalogue in terms of colour-mass distribution and stellar mass function. -
The Stellar Velocity Distribution Function in the Milky Way Galaxy
The Stellar Velocity Distribution Function in the Milky Way Galaxy Borja Anguiano University of Virginia S. Majewski, C. Hayes, C. Allende Prieto, X. Cheng, C. Moni Bidin, T. Beers, D. Miniti & APOGEE team SDSS-IV Paper 0439 on SDSS-IV Project 0692 Motivation • The velocity distribution function (DF) of stars in the Galaxy - uncovering the relationships between kinematics, metallicity and age for disk and halo stars - dynamical history of stellar populations. • Unbiased study of the Galactic velocity DFs — derived from Gaia data— for the individual, chemically-separated stellar populations, and to explore how these distributions change for different Galactocentric radii and distances from the Galactic mid-plane. • Built a kinematical data-driven model, that we then apply to the full Gaia database to ascertain the contribution of the different Galactic structural components to the velocity-space DF as a function of Galactic cylindrical coordinates, R and z. APOGEE - Gaia • APOGEE and Gaia are outstanding data-sets. Congratulations to these teams for such an amazing work! It is not possible on the basis of kinematical data alone to determine with reliability even the relative contributions of the different populations to the net velocity DF on a statistical basis. Figure shows that the velocity DF of the different Galactic components clearly overlap, but also, that individual abundances from high-resolution spectroscopy surveys are a useful tool for apportioning stars to their relative stellar populations. Galactic thin disk Galactic thick disk [Fe/H] < -1.0 — Halo population Disk(s) and halo Kinematical properties The metal-weak thick disk has kinematic parameters are pretty close to the regular thick disk. -
Tidal Dwarf Galaxies and Missing Baryons
Tidal Dwarf Galaxies and missing baryons Frederic Bournaud CEA Saclay, DSM/IRFU/SAP, F-91191 Gif-Sur-Yvette Cedex, France Abstract Tidal dwarf galaxies form during the interaction, collision or merger of massive spiral galaxies. They can resemble “normal” dwarf galaxies in terms of mass, size, and become dwarf satellites orbiting around their massive progenitor. They nevertheless keep some signatures from their origin, making them interesting targets for cosmological studies. In particular, they should be free from dark matter from a spheroidal halo. Flat rotation curves and high dynamical masses may then indicate the presence of an unseen component, and constrain the properties of the “missing baryons”, known to exist but not directly observed. The number of dwarf galaxies in the Universe is another cosmological problem for which it is important to ascertain if tidal dwarf galaxies formed frequently at high redshift, when the merger rate was high, and many of them survived until today. In this article, I use “dark matter” to refer to the non-baryonic matter, mostly located in large dark halos – i.e., CDM in the standard paradigm. I use “missing baryons” or “dark baryons” to refer to the baryons known to exist but hardly observed at redshift zero, and are a baryonic dark component that is additional to “dark matter”. 1. Introduction: the formation of Tidal Dwarf Galaxies A Tidal Dwarf Galaxy (TDG) is, per definition, a massive, gravitationally bound object of gas and stars, formed during a merger or distant tidal interaction between massive spiral galaxies, and is as massive as a dwarf galaxy [1] (Figure 1). -
2020 CFHT Annual Report
2020 CFHT Annual Report Table of Contents Director’s Message ………………………………………………….………………………………………... 3 Science Report ………………………………………………....................................................... 5 CFHT Explores New Frontiers in Multi-Messenger Astronomy............................. 5 Galactic............................................ Census Reveals Origin of Most "Extreme" Galaxies ...…………………………. 6 New.......................................................... Machine Learning Applications f………………….or SITELLE ...............................…………………… .............……. 8 New M92 Stellar Stream Discovered ................................................................... 10 Engineering Report ………..………………………………….……………………………………….……… 11 Re-Coating-Shutdown, Coating Chamber and Mirror System Improvements ..... 11 Hydraulic System Update ............…………………………………………………………….......... 14 MegaCam Update ................................................................................................ 15 Bridge Crane .........................................….…………………………….……………………….… 16 Software Activities ........................….……………………………………………….…………….… 16 SITELLE Update .................................................................................................... 18 SPIRou Update ..................................................................................................... 20 Co-Mount ESPaDOnS and SPIRou ........................................................................ 22 MSE Report ………………………………………………………………………………………………..…..…. 24