Yes, the given information offers an explanation of how and why the dark peppered moth increased in the population.
This example illustrates the theory of natural selection, as the change in the environment (pollution darkening the trees) affected the survival of the different moth phenotypes. The dark-colored moths had a survival advantage in the polluted environment, leading to an increase in their frequency within the population.