The trajectory model of pollution transport in the atmospheric boundary layer is described, which takes into account both horizontal and vertical turbulent diffusion of a pollutant as well as dry and humid sedimentation onto the Earth's surface. The model can be applied to calculation of spread of any pollutant from a point source as well as radionuclides after possible emergency emissions from repositories of radioactive waste and nuclear power plants. The calculational results are presented and analyzed.