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ankton community composition.The management-oriented CICLAR lumped model for carbon dynamics and Greenhouse Gas (GHG) emission assessment, is presented. A metaheuristic calibration, through a Pareto based multi-objective particle swarm optimization (PSO), is used to automatically calibrate the model with data from the Capivari reservoir (southern Brazil). Two types of calibration are implemented (1) with carbon dioxide (CO2), methane (CH4) flux, and carbon stock changes, and (2) with synthetic data based on a solution selected from (1)