Convergence of bi-spatial pullback random attractors and stochastic Liouville type equations for nonautonomous stochastic <i>p</i>-Laplacian lattice system

We consider convergence properties of the long-term behaviors with respect to the coefficient of the stochastic term for a nonautonomous stochastic p-Laplacian lattice equation with multiplicative noise. First, the upper semi-continuity of pullback random (ℓ2, ℓq)-attractor is proved for each q ∈ [1, +∞). Then, a convergence result of the time-dependent invariant sample Borel probability measures is obtained in ℓ2. Next, we show that the invariant sample measures satisfy a stochastic Liouville type equation and a termwise convergence of the stochastic Liouville type equations is verified. Furthermore, each family of the invariant sample measures is turned out to be a sample statistical solution, which hence also fulfills a convergence consequence.