Astronomy and Astrophysics – Astrophysics
Scientific paper
Jan 2005
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2005esasp.576..453m&link_type=abstract
"Proceedings of the Gaia Symposium "The Three-Dimensional Universe with Gaia" (ESA SP-576). Held at the Observatoire de Paris-Me
Astronomy and Astrophysics
Astrophysics
1
Gaia, Photometry, Mathematical Procedures, Stars Fundamental Parameters, Stars Classification
Scientific paper
The minimum distance method of classification is applied here to the most recent simulated photometric data for the Gaia-2 configuration. The classification accuracies of astrophysical parameters have been estimated for some selected stars (they are among the so-called `scientific targets' for which the photometric system will be designed). It has been found that for reliable classification it is useful to include not only the neighbours of a star in the photometric data space but also their neighbours in the parametric space. The method will be applied to future simulated data based on a modified Gaia instrument design and for the finally proposed photometric system.
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