Fresno County fire crews responded to the incident on Sky Harbour and El Lado Road just before 11 a.m. Saturday morning. They said the terrain was steep and difficult to access the vehicle.
Sky Harbour Road to Millerton Lake was closed for a few hours while crews worked to rescue the driver.
The roadway has since reopened. The cause of the accident is under investigation.