Turns out I was totally off base on this one. Turns out this is a Police ERT (Emergency Response Team) Exercise!

I happened to be out for lunch when they did a second explosion. A few more pictures of the guys in action here.

Sorry for lack of video. Police Officer strictly agreed to still photos but no video taping.