Cross-correlation of the 2XMMi catalogue with Data Release 7 of the Sloan Digital Sky Survey

TL;DR

This study cross-matched the 2XMMi X-ray catalog with SDSS DR7 to identify optical counterparts, enabling analysis of X-ray sources' properties and aiding in the search for specific AGN types and stellar activity correlations.

Contribution

Developed a likelihood ratio-based cross-matching algorithm that provides true identification probabilities without Monte Carlo simulations, enhancing multi-wavelength source association.

Findings

Over 30,000 sources matched with high confidence

Improved strategies for identifying Compton Thin AGN2

Confirmed X-ray spectral hardening with luminosity and color differences in active stars

Abstract

The Survey Science Centre of the XMM-Newton satellite released the first incremental version of the 2XMM catalogue in August 2008 . With more than 220,000 X-ray sources, the 2XMMi was at that time the largest catalogue of X-ray sources ever published and thus constitutes an unprecedented resource for studying the high-energy properties of various classes of X-ray emitters such as AGN and stars. The advent of the 7th release of the Sloan Digital Sky Survey offers the opportunity to cross-match two major surveys and extend the spectral energy distribution of many 2XMMi sources towards the optical bands. We here present a cross-matching algorithm based on the classical likelihood ratio estimator. The method developed has the advantage of providing true probabilities of identifications without resorting to Monte-Carlo simulations. Over 30,000 2XMMi sources have SDSS counterparts with individual probabilities of identification higher than 90%. Using spectroscopic identifications from the SDSS DR7 catalogue supplemented by extraction from other catalogues, we build an identified sample from which the way the various classes of X-ray emitters gather in the multi dimensional parameter space can be analysed. We investigate two scientific use cases. In the first example we show how these multi-wavelength data can be used to search for new QSO2s. Although no specific range of observed properties allows us to identify Compton Thick QSO2s, we show that the prospects are much better for Compton Thin AGN2 and discuss several possible multi-parameter selection strategies. In a second example, we confirm the hardening of the mean X-ray spectrum with increasing X-ray luminosity on a sample of over 500 X-ray active stars and reveal that on average X-ray active M stars display bluer $g-r$ colour indexes than less active ones (abridged).