The fire is believed to be in a scrapyard in Old Goole.
A Yorkshire Post photographer spotted the fire from over 20 miles away on Sunday afternoon.
Emergency services are believed to be on the scene.
The Yorkshire Post has contacted Humberside Fire and Rescue service to find out more information.
More to follow.