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Paper: |
Galactic Archaeology and Minimum Spanning Trees |
Volume: |
507, Multi-Object Spectroscopy in the Next Decade: Big Questions, Large Surveys, and Wide Fields |
Page: |
79 |
Authors: |
MacFarlane, B. A.; Gibson, B. K.; Flynn, C. M. L. |
Abstract: |
Chemical tagging of stellar debris from disrupted open clusters and
associations underpins the science cases for next-generation
multi-object spectroscopic surveys. As part of the Galactic
Archaeology project TraCD (Tracking Cluster Debris), a preliminary
attempt at reconstructing the birth clouds of now
phase-mixed thin disk debris is undertaken using a parametric minimum
spanning tree (MST) approach. Empirically-motivated chemical abundance
pattern uncertainties (for a 10-dimensional chemistry-space) are
applied to NBODY6-realized stellar associations dissolved into a
background sea of field stars, all evolving in a Milky Way
potential. We demonstrate that significant population reconstruction
degeneracies appear when the abundance uncertainties approach
∼0.1 dex and the parameterized MST approach is employed; more
sophisticated methodologies will be required to ameliorate these
degeneracies. |
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