Intradiurnal variations of the carbon monoxide and nitrogen oxide concentrations are analyzed. A method of the short-range prediction of the interdiurnal variations of these concentrations is developed. Two variants of the method of the prediction of the intradiurnal variations of carbon monoxide and nitrogen oxide are created.