A scheme is considered to be a cognitive structure which first appears in young childhood, and continues throughout life as a pattern (which Jonathan seems to have). This is how knowledge is developed.
The European explorers were looking for resources and trade routes, more specifically a quick and easy water route to the East Indies since the muslim Ottoman empire blocked the middle east.