I think your scenario nails it. The problem is, that intial detonation at 31st and Broadway (or wherever). It's going to be unpleasant in these United States for many years after that... not to mention in the greater tri-state area.
Personally, I'm rather relieved that I live a looong way from any likely urban target... Dumpwater, Olkahoma is not high on Allah's hit list.