Why Ashes on "Ash Wednesday"?

Ash Wednesday is a day when you may see folks with what looks like dirt smudged onto their forehead in the shape of a cross. It marks the beginning of the 40-day penitential Season of Lent, a season of preparation that leads up to the celebration of Easter. But, why begin with ashes?