Causes of Watermelon Splits. There are a few causes of watermelon splits. The most common cause for a bursting watermelon is erratic watering. Whether itâs due to poor irrigation practices or drought followed by heavy rain, excessive accumulation of water can put the fruit under a lot of pressure.