The best explanation for the graph is:
As temperature rises, gas particles are moving faster and may leave the solution.
This statement accurately describes the observed trend in the graph, where the solubility of oxygen in water decreases as temperature increases. As temperature increases, gas particles have more kinetic energy, which makes them more likely to escape from the liquid solution into the gas phase, resulting in lower solubility.