It may help to look at the decline of colonialism from a different angle, focusing not just on supply but on demand as well. The worldwide anti-imperialist revolt drove the cost of colonies up. Yet at the same time, new technologies gave powerful countries ways to enjoy the benefits of empire without claiming populated territories. In doing so, they drove the demand for colonies down.
