In this paper we consider some results of simulation of the upward going flux of thermal radiation of the "atmosphere - underlying surface" system. The aerosol effect on the intensity and structure of the flux of scattered thermal radiation is studied over a wide range of optical and geometric conditions of observations using the Monte Carlo method and several approximate techniques.