During summer, if you go near the lake, you feel relief from the heat, why?

Air near water bodies is cooled due to evaporation of water. Heat raises the air and creates a vacuum below. Evaporation cooles down the water and surrounding and thus area near lake is cooler as compared to other areas and we feel relief from heat.