Concentration of gas in water: What is the time derivative of concentration toward steady state?
The transient diffusion equation for the oxygen concentration is $$\frac{\partial C}{\partial t}=D\frac{\partial^2 C}{\partial x^2}$$where D is the diffusion coefficient.  Henry's law applies at the interface.