The best explanation for the graph is:
As temperatures rise, gas particles are moving faster and may leave the solution.
This statement accurately reflects the relationship between temperature and gas solubility in liquids. As temperature increases, gas molecules gain kinetic energy, which increases the likelihood of them escaping from the liquid solution into the gas phase.