Universität zu Köln

Crundall, Timothy D., Ireland, Michael J., Krumholz, Mark R., Federrath, Christoph, Zerjal, Marusa and Hansen, Jonah T. (2019). Chronostar: a novel Bayesian method for kinematic age determination - I. Derivation and application to the ss Pictoris moving group. Mon. Not. Roy. Astron. Soc., 489 (3). S. 3625 - 3643. OXFORD: OXFORD UNIV PRESS. ISSN 1365-2966

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Abstract

Gaia DR2 provides an unprecedented sample of stars with full 6D phase-space measurements, creating the need for a self-consistent means of discovering and characterizing the phase-space overdensities known as moving groups or associations. Here we present Chronostar, a new Bayesian analysis tool that meets this need. Chronostar uses the Expectation-Maximization algorithm to remove the circular dependency between association membership lists and fits to their phase-space distributions, making it possible to discover unknown associations within a kinematic data set. It uses forward-modelling of orbits through the Galactic potential to overcome the problem of tracing backward stars whose kinematics have significant observational errors, thereby providing reliable ages. In tests using synthetic data sets with realistic measurement errors and complex initial distributions, Chronostar successfully recovers membership assignments and kinematic ages up to approximate to 100 Myr. In tests on real stellar kinematic data in the phase-space vicinity of the ss Pictoris Moving Group, Chronostar successfully rediscovers the association without any human intervention, identifies 10 new likely members, corroborates 48 candidate members, and returns a kinematic age of 17.8 +/- 1.2 Myr. In the process we also rediscover the Tucana-Horologium Moving Group, for which we obtain a kinematic age of 36.3(-1.4)(+1.3) Myr.

Item Type:	Journal Article
Creators:	Creators Email ORCID ORCID Put Code Crundall, Timothy D. UNSPECIFIED UNSPECIFIED UNSPECIFIED Ireland, Michael J. UNSPECIFIED UNSPECIFIED UNSPECIFIED Krumholz, Mark R. UNSPECIFIED UNSPECIFIED UNSPECIFIED Federrath, Christoph UNSPECIFIED UNSPECIFIED UNSPECIFIED Zerjal, Marusa UNSPECIFIED UNSPECIFIED UNSPECIFIED Hansen, Jonah T. UNSPECIFIED UNSPECIFIED UNSPECIFIED
URN:	urn:nbn:de:hbz:38-129933
DOI:	10.1093/mnras/stz2376
Journal or Publication Title:	Mon. Not. Roy. Astron. Soc.
Volume:	489
Number:	3
Page Range:	S. 3625 - 3643
Date:	2019
Publisher:	OXFORD UNIV PRESS
Place of Publication:	OXFORD
ISSN:	1365-2966
Language:	English
Faculty:	Unspecified
Divisions:	Unspecified
Subjects:	no entry
Uncontrolled Keywords:	Keywords Language BETA-PICTORIS; RADIAL-VELOCITIES; STAR-FORMATION; MEMBERS; SEARCH; ASSOCIATION; CLUSTERS Multiple languages Astronomy & Astrophysics Multiple languages
Refereed:	Yes
URI:	http://kups.ub.uni-koeln.de/id/eprint/12993