A new method for retrieving aerosol size distribution from measurement of aerosol optical depth is reported. Depending on the rigorous Mie scattering theory and the measured optical depth, dispersing the aerosol size distribution, by using linear-regression method, the aerosol size distribution can be calculated directly. And also the suitable wavelength band to retrieve the aerosol size distribution is obtained by analyzing the multi-collinearity.