In this paper, we consider distributed simultaneous state and parameter estimation for a class of nonlinear systems, which the augmented model comprising both states parameters is only partially observable. Specifically, first illustrate how sensitivity analysis (SA) can select variables estimation. Then, community structure detection (CSD) based process decomposition method proposed dividing e...