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The basic concepts of continuous neurogen dynamics,particle and continous mass,were cited to describe plankton ecosystems,so a continuous neurogen dynamics model of plankton ecosystem was developed by logically reasoning with less ecological experiential relation.For precise parameterization of diffusion acted on plankton by hydrodynamics,the scheme of 2-order turbulence closure of geophysical fluid dynamics was generalized to enclose the equations of plankton ecosystem dynamics model. This model was applied to simulate a natural ecological process in Jiaozhou Bay. Comparison between simulation and data showed the exciting prognosis ability of this model.