Why do dogs howl?

A dog howling can be a very haunting sound. It makes us think of the wilderness and the wolves from which our dogs descend. However, what does it mean when a dog howls? Understanding why dogs howl is important to diagnose potentially serious medical reasons or if you would prefer they use their vocal cords a bit less.