The single-seat warplane went down at 9:50 a.m. during a routine training mission north of the Naval Air Weapons Station at China Lake, a remote expanse of the Mojave Desert, said Lt. Cmdr. Lydia Bock, spokeswoman for Naval Air Station Lemoore in California's Central Valley.