I think the situation is the same with nuclear power. People are irrationally scared: nuclear power is dangerous, and we don't have any way to deal with the radioactive waste. Nuclear power is in fact less dangerous than most of what is currently used. Compare nuclear plant deaths to coal plant deaths, you might find that in the US there have been zero related to nuclear power (and then factor in the deaths related to coal mining vs. uranium/plutonium mining). Further, while it's true that we don't have a way to permanently get rid of radioactive waste, we can contain it, which is much more than can be said of the emissions from coal, oil, and gas plants.
But hey, what do I know. "Nuke-ular" and diesel are scary words, apparently.