Intensive fish farming
One of the hardest tasks in intensive fish farming is to maintain the proper oxygen concentration in the water. Only a small amount of oxygen can be dissolved in water (at 15 oC, it is only 10 mg/dm3) and the dense fish population can consume it fast. Insufficient oxygen supply results in high fish mortality.
Using pure oxygen, maintaining the proper oxygen supply is much easier, than with air.