Nuclear reactors cannot explode. Even in the case of a core meltdown you wouldn't see a chain reaction leading to any kind of explosion.

What might happen in disaster situations is the backup generators that power the cooling systems explode. But that wouldn't cause radioactive material to rain down either since these generators would be running off a petroleum (or similar) fuel.