NORMANGEE, Texas — The police chief of an eastern Texas town was arrested Wednesday following a standoff with sheriff’s deputies at his home, reports CBS affiliate KBTX.

Charles Herford, the chief of the Normangee Police Department, was booked into the Leon County Jail on charges of deadly conduct and evading in a motor vehicle.

Texas Department of Public Safety Trooper Jimmy Morgan told the station that just before 2:00 a.m., deputies received a 911 call from Herford’s wife, who was crying. During the initial conversation officials lost contact. A dispatcher called back, Herford’s wife answered, and the dispatcher soon heard what sounded like a gunshot.

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As sheriff’s deputies responded to the scene, they noticed Herford’s police unit driving through town and attempted to stop him. Trooper Morgan says Herford eluded law enforcement, but officers continued to search for him.

For nearly three hours, law enforcement continued searching for Herford and, according to Trooper Morgan, there were “conversations” via radio between Herford and the sheriff’s office.

Around 5:30 a.m., law enforcement was informed that Herford had returned to his home.

State troopers, deputies, local police officers and the Texas Rangers all descended upon on the home. Around 7 a.m., Herford surrendered.

No one was hurt during the five hour incident, Morgan said.