In fact, the study found that compared to freshly picked fruit, watermelons stored at room temperature had 40 percent more lycopene and 139 percent more beta carotene content. So, instead of keeping the whole melons in the refrigerator, leave them on your counter at room temperature. However, if you hav cut or sliced melons, you can cover them and store in the refrigerator.