One person was rescued and four are still missing after a police helicopter fell into the Miyun Reservoir while returning from a rescue training drill in the mountains of Beijing's Miyun county Wednesday morning.

The Beijing police helicopter was in a training mission to prepare for future rescue of people lost in the mountains after heavy rains, the Xinhua News Agency said.

The training was over at 9:12 am. Police are still investigating the cause of the accident.