TY - JOUR
T1 - Galactic cartography with SkyMapper - I. Population substructure and the stellar number density of the inner halo
AU - Wan, Zhen
AU - Kafle, Prajwal R.
AU - Lewis, Geraint F.
AU - Mackey, Dougal
AU - Sharma, Sanjib
AU - Ibata, Rodrigo A.
N1 - Publisher Copyright:
© 2018 The Author(s).
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - Colour-Magnitude Diagrams
KW - Galaxies: Halo
KW - Star: Horizontal Branch
KW - Survey: SkyMapper
UR - http://www.scopus.com/inward/record.url?scp=85054855794&partnerID=8YFLogxK
U2 - 10.1093/MNRAS/STY1880
DO - 10.1093/MNRAS/STY1880
M3 - Article
SN - 0035-8711
VL - 480
SP - 1218
EP - 1228
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 1
ER -