I don’t get Fukushima driving a worry about nuclear but not about tsunami or earthquake which killed orders of magnitude more and caused Fukushima in the first place.
If an event has never happened, and the risks have been adequately mitigated, no, I don’t see the need to worry.
The fact that this is a very common German word should tell you something about the complicated relationship of the Germans to nuclear energy ;)