Results of research of dynamics of concentration NO2, SO2 changes in time and meteorogical parameters such as: direction and velocity of wind, temperature and atmospheric pressure also moisture were shown. The base make the results of measurements done during one year on typical monitoring station. The time series of particular variables were examined and functional dependences of NO2, SO2 concentrations on meteorogical parameters were definited. Neural networks were used. Good accuracy was obtained.