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In this paper we describe a practical workflow that combines geostatistical seismic inversion and rock physics modeling to obtain joint estimates of lithofacies, elastic and reservoir properties in a single pass. Geological trend models are used as additional constraints on the prior geostatistical distribution of each lithofacies and continuous properties.