Galactic cartography with SkyMapper - I. Population substructure and the stellar number density of the inner halo

Zhen Wan, Prajwal R. Kafle, Geraint F. Lewis, Dougal Mackey, Sanjib Sharma, Rodrigo A. Ibata

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

The stars within our Galactic halo presents a snapshot of its ongoing growth and evolution, probing galaxy formation directly. Here, we present our first analysis of the stellar halo from detailed maps of Blue Horizontal Branch (BHB) stars drawn from the SkyMapper Southern Sky Survey. To isolate candidate BHBstars from the overall population, we develop a machinelearning approach through the application of an Artificial Neural Network (ANN), resulting in a relatively pure sample of target stars. From this, we derive the absolute u magnitude for the BHB sample to be ~2 mag, varying slightly with (v - g)0 and (u - v)0 colours. We examine the BHB number density distribution from 5272 candidate stars, deriving a double power law with a break radius of rs = 11.8 ± 0.3 kpc, and inner and outer slopes of αin = -2.5 ± 0.1 and αout = -4.5 ± 0.3, respectively. Through isochrone fitting of simulated BHB stars, we find a colour-age/metallicity correlation, with older/more metal-poor stars being bluer, and establish a parameter to indicate this age (or metallicity) variation. Using this, we construct the three-dimensional population distribution of BHB stars in the halo and identify significant substructure. Finally, in agreement with previous studies, we also identify a systemic age/metallicity shift spanning ~3 kpc to ~ 20 kpc in Galactocentric distance.

Original languageEnglish
Pages (from-to)1218-1228
Number of pages11
JournalMonthly Notices of the Royal Astronomical Society
Volume480
Issue number1
DOIs
Publication statusPublished - 18 Jul 2018

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