The Mi-8T helicopter had taken off from a base near the Vachkazhets volcano.
The Kamchatka peninsula, some 7,100 km east of Moscow, was hit by a cyclone over the weekend, with heavy winds and rain, but it was not clear if that was the cause of the crash.