Watermelons love deep but infrequent waterings; however, it is possible to overwater your watermelons. You should stop watering watermelon plants if leaves are wilting indicating waterlogged soils, if fruits begin to split, if vines begin growing too long and thin, and if you are 1-2 weeks away from harvesting.