The Japan Meteorological Agency says the quake struck around 6 a.m at a depth of 10 kilometers (6 miles).
Fukushima prefecture is north of Tokyo and home to the nuclear power plant that was destroyed by a huge tsunami following an offshore earthquake in 2011.
Copyright 2016 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.