Basically, a really low-lying cloud. Fog often rises on humid mornings, obscuring roads and making it more dangerous to drive -- and much more dangerous to fly.
In fiction, fog can also lend an air of mystery to a scene, which makes it a popular element in horror movies and detective stories.