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Police Chief John Drake, centre, speaks during a news conference in Nashville, Tenn., on Dec. 25, 2020. An explosion that shook the largely deserted streets of downtown Nashville early Christmas morning shattered windows, damaged buildings and wounded three people.Mark Humphrey/The Associated Press

The man believed to be responsible for the Christmas Day bombing that tore through downtown Nashville blew himself up in the explosion, and appears to have acted alone, federal officials said Sunday.

Investigators used DNA and other evidence to link the man, identified as Anthony Quinn Warner, to the mysterious explosion, but said they have not determined a motive. Officials have received hundreds of tips and leads, but have concluded that no one other than Mr. Warner is believed to have been involved in the early-morning explosion that damaged dozens of buildings and injured three people.

“Nashville is considered safe,” Metro Nashville Police Chief John Drake said. ”There are no known threats against this city.”

In publicly identifying the suspect and his fate, officials disclosed a major breakthrough in their investigation even as they acknowledged the lingering mystery behind the explosion, which took place on a holiday morning well before downtown streets were bustling with activity and was accompanied by a recorded announcement warning anyone nearby that a bomb would soon detonate.

Then, for reasons that may never be known, the audio switched to a recording of Petula Clark’s 1964 hit Downtown shortly before the blast.

Investigators have not uncovered a singular motive for the act, nor was it revealed why Mr. Warner had selected the particular location for the bombing, which damaged an AT&T building and has continued to wreak havoc on cellphone service and police and hospital communications in several Southern states as the company worked to restore service.

Mr. Warner, who public records show had experience with electronics and alarms and who had also worked as a computer consultant for a Nashville realtor, had been regarded as a person of interest in the bombing since at least Saturday, when federal and local investigators converged on a home in suburban Nashville linked to him.

Federal agents could be seen looking around the property, searching the home and the backyard. A Google Maps image captured in May, 2019, had shown a recreational vehicle similar to the one that exploded parked in the backyard, but it was not at the property on Saturday, according to an Associated Press reporter at the scene.

On Sunday morning, police formally named Mr. Warner as being under investigation.

Officials said their identification of Mr. Warner relied on several key pieces of evidence, including DNA found at the explosion site. Investigators had previously revealed that human remains had been found in the vicinity.

In addition, investigators from the Tennessee Highway Patrol recovered parts from the RV where the bomb was detonated, and were able to link the vehicle-identification number to an RV that was registered to Mr. Warner, officials said.

“We’re still following leads, but right now there is no indication that any other persons were involved,” said Douglas Korneski, special agent in charge of the FBI’s Memphis field office. “We’ve reviewed hours of security video surrounding the recreation vehicle. We saw no other people involved.”

Police were responding to a report of shots fired Friday when they encountered the RV blaring a recorded warning that a bomb would detonate in 15 minutes. Suddenly, the warning stopped, and Ms. Clark’s hit Downtown started playing.

The RV exploded shortly afterward, sending black smoke and flames billowing from the heart of downtown Nashville’s tourist scene, an area packed with honky-tonks, restaurants and shops.

Buildings shook and windows shattered streets away from the explosion near a building owned by AT&T that lies one block from the company’s office tower, a downtown landmark.

Forensic analysts were reviewing evidence collected from the blast site to try to identify the components of the explosives, as well as information from the U.S. Bomb Data Center for intelligence and investigative leads, according to a law-enforcement official who said investigators were examining Mr. Warner’s digital footprint and financial history, as well as a recent deed transfer of the home they searched in suburban Nashville.

The official, who was not authorized to discuss an ongoing investigation and spoke to the Associated Press on condition of anonymity, said federal agents were examining a number of potential leads and pursuing several theories, including the possibility that the AT&T building was targeted.

Mr. Korneski said Sunday that officials were looking at any and all motives and were interviewing acquaintances of Mr. Warner to try to determine what may have motivated him.

Meanwhile, just blocks from where the bombing took place, tourists had already begun to fill the sidewalks Sunday on Lower Broadway, a central entertainment district. Some took selfies, while others tried to get as close as possible to the explosion site, blocked by police barricades.

Earlier Sunday, the officers who responded provided harrowing details, at times getting choked up reliving the moments that led up to the blast.

“This is going to tie us together forever, for the rest of my life,” officer James Wells, who suffered some hearing loss due to the explosion, told reporters at a news conference. “Christmas will never be the same.”

Officer Brenna Hosey said she and her colleagues knocked on six or seven doors in nearby apartments to warn people to evacuate. She particularly remembered a startled mother of four children.

“I don’t have kids, but I have cousins and nieces, people who I love who are small,” Ms. Hosey said, adding she had to plead with the family to leave the building as quickly as possible.

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