The behavior of natural clays during one dimensional consolidation is strongly influenced by strain rate as well as temperature. The preconsolidation pressure is a function of both strain rate and temperature. An elasto-thermo-viscoplastic constitutive model is developed to reproduce the one dimensional behavior of natural clays at different strain rates and temperatures.