While plants use CO2 in the day time to grow and "exhale" O2, during the dark cycle photosynthesis shuts down and the roots will metabolize O2 in the ground water to build root structure. Many people who grow with soil (myself included) will use an air stone and air pump to oxygenate your water (stored in a tank) for the next watering.