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 a decrease in the solubility of oxygen in water as temperature increases. When the temperature rises, gas molecules typically have higher kinetic energy, which increases their likelihood of escaping from the liquid phase into the gas phase, resulting in lower solubility.