Then, dry the melon with paper towel. If you are willing to store uncut watermelon, then refrigerate it at 55 degrees Fahrenheit or above. At 60 degrees, you can keep the whole melon for two weeks. For 7 to 10 days, you need not refrigerate it at all. You can keep the melon at average room temperature.