A model for cross-plane thermal conductivity of nanoporous films is proposed by BTE. Our model captures the effects for thickness, pore radius and porosity simultaneously. A MC method is developed to simulate phonon transport in nanoporous Si films. Good agreements between the present model and MC simulations have been achieved.