The results of measurements of the vertical aerosol optical thickness of the atmosphere in the city of Barnaul by a NASA sun photometer are analyzed. It is shown that the reproducibility of the AOT values is in agreement with the normal-logarithmic law (and not with the normal law). The average and probable AOT values and their variances are obtained. Spectral AOT profiles show a wide spread of urban particle scales.