RCMP say they got several calls about the incident Thursday and tried to pull the vehicle over but failed.
A spike belt was eventually deployed at Elk Island Park with the assistance of Sherwood Park RCMP, bringing the pursuit to an end.
Duane Michael Boser, 49, of Edam, Sask., has been charged with flight from a peace officer while being pursued, dangerous operation of a motor vehicle, impaired driving, possession of marijuana and theft of gas.
He is scheduled to appear in court in Vegreville on Aug. 11.