Actually, it's Discover America Day, but it is celebrated on Christopher Columbus' birthday. He happened to be the first one to get here and bring back stuff that encouraged the Europeans to come back and get more involved. If it wasn't Columbus in 1492, it would have been somebody else in later years.
In any event, it's unlikely that somebody would not have found it by now.