A Facebook Live broadcast helped track him down.
He was taken into custody Aug. 24 with the help of Decatur police and U.S. Marshals.
Investigators are processing the vehicle in hopes of gathering evidence.
Youth baseball coach Jay Boughton died from a gunshot wound to the head.
The family of Jay Boughton also spoke at the Friday press conference.