You can improve the flavor of your melons if you don't water as often as….

The fruit ripens. A good technique is to cut back on the water once the plants have begun to set fruit because over watering dilutes the melon's sugars and makes the flavor weaker and less sweet. So simply reduce the water but not to the point where you are stressing the plant.