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In this work the new multivariate discrete probability model of distribution of processes distortion of radiation from remote sensing data is proposed and studied.Research was performed on a full cycle adopted in mathematical statistics. For this model a new class of unbiased estimators, which have good asymptotic properties, obtained. Found that the maximum likelihood estimator for this model is not always possible to find. Also for this model impossible to construct estimates for the modified method of minimum chi-square. The proposed model is new and it was not described in the world literature previously.