i don't know specifics, but the reasoning for colonizing anything is to claim it as your own. claiming land gives you the "right" to call it your own (even though there are natives there) and you...
The official reason was to propagate the Christian faith. In that vein, settlers were brought over to settle the land and missionaries to convert the native peoples.
But, soon...