Classifying Radio Emitters from the Sloan Digital Sky Survey:   Spectroscopy and Diagnostics
  A cross-correlation of the SDSS DR7 with the FIRST radio survey makes it possible to conduct a joined multiwavelength statistical study of radio-optical galaxy properties on a very large number of sources. Our goal is to improve the study of the combined radio-optical data by investigating if there is a correlation between the radio luminosity at 20 cm over the luminosity of the optical H\alpha line (L[20 cm]/L[H\alpha]) and line excitation ratios, where the latter provide the spectroscopic classification in Seyferts, low-ionization nuclear emission-line regions (LINERs) and star-forming galaxies. We found that the percentage of detected AGNs (Seyferts and LINERs) or composites is much higher in the optical-radio sample than in the optical sample alone. There is a progressive shift of the sources towards the AGN region of the diagram with increasing L[20 cm]/L[H\alpha], with an indication for a different behavior for LINERs and Seyferts. The classification appears to slightly depend on the redshift. A comparison with photoionization and shock models shows that the large fraction of LINERs identified in our study have emission lines that may be explained by shocks. The [NII]/H\alpha vs. equivalent width of the H\alpha line (WHAN) diagram confirms the LINER classification for most of those that have been identified with the traditional diagnostic diagrams. The correlation between L[20 cm]/L[H\alpha] and optical emission line ratios suggests the nuclear origin of the emission from the most powerful radio-galaxies. 
M. Vitale, J. Zuther, M. Garcia-Marin, A. Eckart, M. Bremer, M.   Valencia-S., A. Zensus
astro-ph.CO