We propose a numerical method to solving convection-diffusion equation on a moving surface. We use the level set function to capture the deforming surface. Based on the closest point method, we extend the convection-diffusion equation into a small neighborhood of the surface by closest point, and use Crank-Nicolson scheme to solving the embedding PDE on the neighborhood of the surface.