Lt. Col. Matt Carper said at a press conference that the suspect was shot to death by responding officers.
The Oregon District is a historic neighbourhood near downtown Dayton that's home to entertainment options, including bars, restaurants and theatres.
The motive behind the shooting was not immediately clear, and investigators believe the individual had acted alone, Carper said.
The incident occurred in the Oregon District on early Sunday, outside the Ned Peppers Bar.
Kettering Health Network, which operates eight hospitals in the Dayton and Cincinnati areas, said it was treating patients, but offered no specifics.
The Ohio shooting was the third major outbreak of USA gun violence, coming seven days after a teenager killed three people with an assault rifle at a food festival in Northern California before taking his own life.
"If Dayton Police had not gotten to the shooter in less than a minute. hundreds of people could be dead today", Whaley said as she praised law enforcement for their quick response.
Nikita Papillon, 23, was across the street at Newcom's Tavern when the shooting started.
"She had told me she liked my outfit and thought I was cute, and I told her I liked her outfit and I thought she was cute", Papillon said.
"Most of us can't get to our cars because there are bodies scattered all over across the street from our cars", an eyewitness told Dayton ABC affiliate WKEF.
Dayton is in western OH about 55 miles northeast of Cincinnati.
Ten killed, 16 wounded in shooting in Dayton, Ohio, police say
Sunday's massacre came less than 12 hours after a deadly mass shooting incident in El Paso, Texas, where 20 people were killed. There has been further tragedy in the U.S. where emergency services are responding to reports of a mass shooting in Ohio .
"Happened right in front of the patio where I was sitting in front of Neds, the guy in front of Ned peppers door is the active shooter".
"People my age, we don't think something like this is going to happen", she said.
The suspect was using a "long gun", according to police.
Authorities work the scene of a mass shooting, August 4, 2019, in Dayton, Ohio. He added that the suspect had a long gun.
Tianycia Leonard, 28, was in the back, smoking, at Newcom's.
"It was so noisy, but then you could tell it was gunshots and there was a lot of rounds", Leonard said.
However, the FBI is investigating claims the alleged gunman posted a manifesto citing the mosque attacks not long before the attacks. A family assistance center was set up at the Dayton Convention Center. (John Minchillo/AP) PHOTO: Authorities work at the scene of a mass shooting, Sunday, Aug. 4, 2019, in Dayton, Ohio.
Gov. Mike DeWine said in a statement he was "absolutely heartbroken" and ordering flags flown at half-staff. "We join those across OH and this country in offering our prayers to victims and their families".
Mourners take part in a vigil near the border fence between Mexico and the U.S. after a mass shooting at a Walmart store in El Paso on August 3.
The carnage in OH comes mere hours after a young man killed 20 people and injured at least 26 others at a Walmart in the Cielo Vista Mall in El Paso, Texas.
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