The application of non-equilibrium thermodynamics methods to model ecological processes is discussed. Two models of pelagic ecosystem are created with the use of hypercycles, widely applied for the description of autocatalytic reactions. System composed from two coupled hypercycles demonstrated auto-oscillations. The models proposed now can be applied for the theoretical analysis of idealized ecosystems behaviour, but more complex ones can simulate relatively simple natural pelagic communities.