Oh, I don't know. They could have remembered that they live in a country that's prone to earthquakes, with a history of tsunamis, and thought that maybe building a nuclear power plant right next to the ocean might not be a great idea.
And they built a massive (the largest at the time) reactor elsewhere in Japan on top of a sizable fault line. :(