Store whole watermelon on the warm side, keep it inside your home at room temperature (air conditioned is preferred). It will keep about a week. Store them too long, and they'll lose flavor and texture. Lower temperatures cause chill injury (off-flavor, mealy texture). You won't want to eat it.