At least two people have died and hundreds have been rescued in Roswell, New Mexico, after extreme overnight rainfall brought severe flooding, stranding motorists and sweeping away cars.

Waterlogged vehicles were still submerged along some city streets in Roswell, while others were seen smashed along bridge supports and against trees.