In this paper, it is proved that there are some differences between the magnitudes of the structure functions or correlation functions measured from observed data and that derived from true values because of the rule of observational random errors, and the mean square of the observational random errors or the standardized observational random errors of any meteorological element can be estimated by extrapolating the curves of the two functions to the zero distances respectively.