The crash happened on the New Road, at its junction with Legmoylan Road, and was reported to police shortly after 05:40 GMT on Wednesday.
The van driver was in his 40s but his name has not yet been released. No other vehicle was involved in the collision.
The road remains closed and diversions are in place.
A man has died after the van he was driving crashed in Silverbridge, County Armagh.