When monitoring atmospheric pollutants, air is sampled during a finite time. The measured pollutant concentrations are averaged over the sampling period. The spread of atmospheric pollutants occurs in a turbulent medium, therefore, the measured concentration values are random. This work considers the problem of a choice of the sampling time to provide for pollutant concentration values with preset errors.