Using the probabilistic method, we obtain a decomposition theorem for the harmonic functions, generalized and strengthened some theorems: Doob’s theorem on the limit behaviors of the superharmonic functions, Bocher’s theorem on the representation of the harmonic functions and the extension theorem of the harmonic functions etc.