TY - JOUR
T1 - Globular cluster streams as galactic high-precision scales - The poster child palomar 5
AU - Küpper, Andreas H.W.
AU - Balbinot, Eduardo
AU - Bonaca, Ana
AU - Johnston, Kathryn V.
AU - Hogg, David W.
AU - Kroupa, Pavel
AU - Santiago, Basilio X.
N1 - Publisher Copyright:
© 2015. The American Astronomical Society. All rights reserved.
PY - 2015/4/20
Y1 - 2015/4/20
N2 - Using the example of the tidal stream of the Milky Way globular cluster Palomar 5 (Pal 5), we demonstrate how observational data on tidal streams can be efficiently reduced in dimensionality and modeled in a Bayesian framework. Our approach combines detection of stream overdensities by a Difference-of-Gaussians process with fast streakline models of globular cluster streams and a continuous likelihood function built from these models. Inference is performed with Markov chain Monte Carlo. By generating ≈107 model streams, we show that the unique geometry of the Pal 5 debris yields powerful constraints on the solar position and motion, the Milky Way and Pal 5 itself. All 10 model parameters were allowed to vary over large ranges without additional prior information. Using only readily available SDSS data and a few radial velocities from the literature, we find that the distance of the Sun from the Galactic Center is 8.30 ± 0.25 kpc, and the transverse velocity is 253 ± 16 km s-1. Both estimates are in excellent agreement with independent measurements of these two quantities. Assuming a standard disk and bulge model, we determine the Galactic mass within Pal 5s apogalactic radius of 19 kpc to be (2.1±0.4)× 1011M⊙. Moreover, we find the potential of the dark halo with a flattening of = - q 0.95+ z 0.12 0.16 to be essentially spherical-at least within the radial range that is effectively probed by Pal 5. We also determine Pal 5s mass, distance, and proper motion independently from other methods, which enables us to perform vital crosschecks. Our inferred heliocentric distance of Pal 5 is - 23.6+0.7 0.8 kpc, in perfect agreement with, and more precise than, estimates from isochrone fitting of deep Hubble Space Telescope (HST) imaging data. We conclude that finding and modeling more globular cluster streams is an efficient way to map out the structure of our Galaxy to high precision.
AB - Using the example of the tidal stream of the Milky Way globular cluster Palomar 5 (Pal 5), we demonstrate how observational data on tidal streams can be efficiently reduced in dimensionality and modeled in a Bayesian framework. Our approach combines detection of stream overdensities by a Difference-of-Gaussians process with fast streakline models of globular cluster streams and a continuous likelihood function built from these models. Inference is performed with Markov chain Monte Carlo. By generating ≈107 model streams, we show that the unique geometry of the Pal 5 debris yields powerful constraints on the solar position and motion, the Milky Way and Pal 5 itself. All 10 model parameters were allowed to vary over large ranges without additional prior information. Using only readily available SDSS data and a few radial velocities from the literature, we find that the distance of the Sun from the Galactic Center is 8.30 ± 0.25 kpc, and the transverse velocity is 253 ± 16 km s-1. Both estimates are in excellent agreement with independent measurements of these two quantities. Assuming a standard disk and bulge model, we determine the Galactic mass within Pal 5s apogalactic radius of 19 kpc to be (2.1±0.4)× 1011M⊙. Moreover, we find the potential of the dark halo with a flattening of = - q 0.95+ z 0.12 0.16 to be essentially spherical-at least within the radial range that is effectively probed by Pal 5. We also determine Pal 5s mass, distance, and proper motion independently from other methods, which enables us to perform vital crosschecks. Our inferred heliocentric distance of Pal 5 is - 23.6+0.7 0.8 kpc, in perfect agreement with, and more precise than, estimates from isochrone fitting of deep Hubble Space Telescope (HST) imaging data. We conclude that finding and modeling more globular cluster streams is an efficient way to map out the structure of our Galaxy to high precision.
KW - Galaxy: fundamental parameters
KW - Galaxy: halo
KW - Galaxy: kinematics and dynamics
KW - Galaxy: structure
KW - dark matter
KW - globular clusters: individual (Palomar 5)
UR - http://www.scopus.com/inward/record.url?scp=84928485293&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84928485293&partnerID=8YFLogxK
U2 - 10.1088/0004-637X/803/2/80
DO - 10.1088/0004-637X/803/2/80
M3 - Article
AN - SCOPUS:84928485293
SN - 0004-637X
VL - 803
JO - Astrophysical Journal
JF - Astrophysical Journal
IS - 2
M1 - 80
ER -