I didn't even notice the collar. Yes the handler is holding on to the opposite end of the leash with the clasp on it. Looks like the leash was looped around his neck through the leash handle. It looks like the White House grounds to me.

Poor little Barney.

Maybe the guy got a bit of a tongue lashing from Mr. Bush.