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In practical industries, there are many systems belong to nonlinear distributed parameter systems(DPS), unfortunately, modeling of nonlinear DPS is very difficult because of their infinite dimensional and nonlinearities.To model the nonlinear DPS, a spatio-temporal Volterra model is presented with a series of spatio-temporal kernels.It can be considered as a spatial extension of the traditional Volterra model.