The best explanation for the graph is:
As temperature rises, gas particles are moving faster and may leave the solution.
This statement aligns with the observed trend in the graph, which shows that the solubility of oxygen in water decreases with increasing temperature. Higher temperatures cause gas particles to gain kinetic energy, which can lead to them escaping from the solution rather than being dissolved in it.