A number of models for estimating the density fields of precipitated aerosol preparations from measurements at a limited number of points is examined. The results of numerical experiments on reconstruction of the precipitated fields and aerosol parameters are presented for the models of light and mono- and polydisperse admixtures. The sensitivity of solutions of the inverse problems is investigated as a function of the arrangement of the measurement points.