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- W2023653527 abstract "A multi-species phytoplankton-zooplankton simulation model was rigorously calibrated using laboratory data. The model is a system of ordinary differential equations describing the dynamics of eight functional groups of phytoplankton, seven groups of zooplankton, and nitrogen and phosphorus forms. Processes represented in the model include nutrient uptake, photosynthesis, respiration, excretion, egestion, mortality, and nutrient recycling. A stepwise iterative calibration procedure was used with data from laboratory experiments involving various combinations of biota mixes and two initial nutrient concentrations. Calibration proceeded in four steps: (1) calibration of five of the eight phytoplankton groups to single and paired species experiments performed under both initial nutrient concentrations, (2) calibration of the remaining phytoplankton groups to single-species growth experiments and to an ‘ungrazed’ experiment (all phytoplankton without zooplankton), and (3 and 4) calibration of the zooplankton and nutrient recycling portions of the model to data from a full microcosm experiment (all phytoplankton and zooplankton together). Two constraints were imposed during calibration: (1) at each step, values of parameters determined during previous steps were not allowed to be varied from their calibrated values, and (2) a single set of parameter values had to be found for each functional group that provided satisfactory fits to all experiments involving that functional group. Based on both graphical comparisons and statistical goodness-of-fit measures, satisfactory model fits to data were obtained. The importance of representing intracellular nutrient pools for phytoplankton and size structure for zooplankton are demonstrated, and the benefits and drawbacks of using data from controlled laboratory and field systems for model development and calibration are discussed." @default.
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- W2023653527 date "1988-07-01" @default.
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- W2023653527 title "Stepwise iterative calibration of a multi-species phytoplankton-zooplankton simulation model using laboratory data" @default.
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- W2023653527 doi "https://doi.org/10.1016/0304-3800(88)90089-0" @default.
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