The best explanation for the graph is:
As temperature rises, gas particles are moving faster and may leave the solution.
This explains the downward slope of the solubility of oxygen in water as temperature increases, indicating that less oxygen can dissolve in the warmer water because the increased kinetic energy allows gas particles to escape from the solution more easily.