Police have found the vehicle of the suspect who allegedly shot and killed a Maryland judge Thursday.

The Washington County Sheriff’s Office announced they discovered Pedro Argote’s silver Mercedes in the area of Williamsport, Maryland.

Williamsport is about 8 miles away from where Judge Andrew Wilkinson, 52, was shot at his home in the northern Maryland city of Hagerstown.