After a hot, dry summer, tap water may smell earthy/musty in the fall. All surface waterways have algae, but summertime algae are numerous. Algae die off and emit two harmless chemicals that smell earthy or musty as water temperatures drop. We can smell tiny amounts of these chemicals.