Officers said they were attempting to stop a vehicle before the driver took off, leading police down West Road. The suspects then drove down Ella Road and through a bayou before crashing near Northville Road.
Multiple suspects reportedly fled the vehicle on foot.
During the incident, police said an officer providing back-up was trying to catch up to the chase before losing control of his unit. They crashed through a fence and ended up in a parking lot.
That officer suffered minor injuries. It wasn't clear what led to the crash.
The suspect in the chase was arrested a short time later.