Probabilistic Cross-Identification of Astronomical Sources

Details Probabilistic Cross-Identification of Astronomical Sources Probabilistic Cross-Identification of Astronomical Sources

Aug 2008

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2008aspc..394..165b&link_type=abstract

Astronomical Data Analysis Software and Systems ASP Conference Series, Vol. 394, Proceedings of the conference held 23-26 Septem

Statistics

Methodology

Scientific paper

We present the general probabilistic formalism for cross-identifying astronomical point sources in multiple observations. Our Bayesian approach is the foundation of a unified framework of object matching, where on top of the spatial information, physical properties can be also considered, such as colors, redshift and luminosity. The new methodology is crucial for multi-wavelength studies leveraging the synergy of today's multi-wavelength observations and to enter the time-domain science of the upcoming survey telescopes.

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