"A short time later, the vehicle was observed by the Tuckerton Borough Police Department on Rt. 539, and they attempted to stop the vehicle," the post said. "The vehicle did not stop, and drove south on the parkway. They did not pursue the vehicle any further."
The Stafford Township Police Department was able to "gain intelligence" that DeAngelo had taken the vehicle to Atlantic City.
The Boardwalk entrance to the Tropicana Casino in Atlantic City, New Jersey ( Photo by Donald Kravitz/Getty Images)
The vehicle was ultimately located in the parking garage of the Tropicana Casino.
"Through coordination with security at the Tropicana Casino, the DEU and the New Jersey State Police Casino Unit were able to locate DeAngelo in the Tropicana where he was arrested without incident," police said.
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The Barlow GMC dealership in Manahawkin, New Jersey (Google Maps)
"He was later transported to the Stafford Township Police Department for processing."
DeAngelo has been charged with third-degree unlawful taking of means of conveyance in Stafford Township and second-degree eluding in Tuckerton Borough.
The boardwalk at Atlantic City, New Jersey, can be seen here extending all up the ocean coast. (iStock)
DeAngelo, according to police, was transported to the Ocean County Jail and will appear in the Ocean County Superior Court at a future date.