Three homes were reduced to rubble in a major gas explosion, Adams said.
Officials are investigating the cause and crews are searching for people who might be trapped inside.
Overhead video of the scene showed first responders searching through the rubble.
Three people have been rescued by firefighters, the Baltimore Firefighters IAFF Local 734 said, and the Baltimore Special Rescue Operations Team has begun search and rescue operations.
Baltimore City medical units and Baltimore County Fire Department units also have been called to the scene.
James E. Bentley, the Baltimore City Mayor’s spokesman, told CNN he is aware of the reports and was headed into a meeting about the situation.
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