The discrete one-point distribution functions for concentration of aerosol particles in the atmosphere are proposed on the basis of natural physical assumptions. In particular, the binomial law and Poisson distribution are grounded. They are compared with the continuous analog of the distribution function from our previous results. Examples of practical use of the obtained results are considered. Applicability limits of the approach proposed are discussed.