The vintage yellow fighter plane crashed at Penmar Golf Course, not far from the Santa Monica airport, Los Angeles Fire Department spokesman Erik Scott said on Thursday, reported People magazine.
Ford, 72, was the only person on board the craft. An LAPD spokeswoman confirmed the actor is in stable condition.
"Harrison was flying a WW2 vintage plane today which had engine trouble upon take off," a representative for Ford said in a statement.
"He had no other choice but to make an emergency landing, which he did safely. He was banged up and is in the hospital receiving medical care. The injuries sustained are not life threatening, and he is expected to make a full recovery."
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Santa Monica City Commissioner Phil Brock said the star sustained a head injury.
"There were two doctors who had been at the golf course who first attended to Mr Ford and the Santa Monica Fire Department was the first to arrive," Brock said.
This is not the first time Ford, an experienced pilot, has been in a plane crash.
This accident comes month after the actor suffered injuries on the set of the upcoming 'Star Wars' movie while shooting in England.