Are there some options? A more general reply would be: they hoped to get rich. Specifically, they hoped to be able to explore the mineral riches of the land (they hoped for Gold), and then they hoped to make money off the agriculture and other activities in the lad.
Additionally, it was adding to their prestige internationally to increase their territory by establishing colonies.