Aerosol optical model parameters are important for aerosol remote sensing and climate forcing study. The negative correlation between the standard deviation and number median radius has beam established based on the ocean Aerosol Robotic Network (AERONET) data worldwide empirical relation is proposed. Moderate-resolution imaging spectroradiometer (MODIS) ocean aerosol models are assessed by using this relation, and some shortcomings have been discussed.