That’s what I USED TO THINK until I found a massive epidemic similar to Hantavirus destroyed the Indians well before Columbus “sailed the ocean blue”.
http://www.nytimes.com/2002/10/29/science/don-t-blame-columbus-for-all-the-indians-ills.html
I suggest "1491" by Mann for a start.