The aircraft with three aboard crashed near Louisville Muhammad Ali International Airport about 5:14 p.m. The governor warned that the death toll could grow.

Flights resumed in the early afternoon after passengers were safely taken off a plane that arrived from Houston, the airport said. The F.B.I. said “no hazards” were found.