The paper introduces a methodology for model evaluation based upon (i) a controlled random search algorithm used for calibration and (ii) a recursive prediction error algorithm used as a verification tool. The method is applied to a case study in north west Georgia involving the dynamic simulation of a population of algae in a standing body of water. Efforts to identify a model structure for the dissolved oxygen dynamics associated with photosynthesis and respiration are made, with some success.
Identification of model structure for photosynthesis and respiration of algal populations
J. D. Stigter, M. B. Beck, R. J. Gilbert; Identification of model structure for photosynthesis and respiration of algal populations. Water Sci Technol 1 September 1997; 36 (5): 35–42. doi: https://doi.org/10.2166/wst.1997.0160
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