I don't believe it was a nuke. Nukes create blinding light when they detonate. Will literally burn your retinas if you look at it. Read descriptions from Hiroshima victims. Even if it was a small or suitcase nuke, it would have same effect.
Any big explosion creates a mushroom cloud. Look at pics of a MOAB detonation.