By means of maximum entropy spectrum analysis made is diagnosis of climatic oscillation in local atmospheric refractive indices in Shanghai and Nanjing. Also discussed are the effects of autoregression models with diverse orders on an entropy spectrum,Stable perieds and spectral peaks are investigated in the spectrum with different sample sizes;The result found can be used as a climatic background in forecasting the change of a refractive index in the air.