Why are temperatures near the Great Lakes cooler in the summer than temperatures a few miles away?

The lakes have a high specific heat capacity.

Answer:

Air passing over the lakes becomes moister from evaporation. This evaporation of water requires heat which is absorbed from the air. As a consequence the air becomes cooler.