False. The radiation would likely kill hundreds, let alone thousands, perhaps even millions, not to mention it would make the surrounding land uninhabitable for millions of years, if not billions.
It'd be a much better idea to just revolt against them. ((Ok, we'd better not get TFF shut down with these hypotheticals...))