The heaviest rainfall to hit China's capital Beijing in 60 years has left 10 people dead and stranded thousands at the main airport.

The deluge struck on Saturday afternoon and continued into the night, flooding major roads, state media said.

Roof collapses, lightning strikes and electrocution from downed power lines were among the causes of the deaths.

More than 500 flights were cancelled at the main airport, the Beijing News reported.