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There were no immediate reports of any damage, injuries or tsunami warning from the quake, which according to the USGS took place at 12:55 pm (0355 GMT).
The Volcano Islands, located around 1,250 kilometres (780 miles) from Tokyo, are uninhabited except for a military garrison on Iwo Jima, the scene of a major World War II battle.