Abstract
A mathematical model of the nitrogen transformation cycle in an aquatic environment is studied. Using Pontryagin's maximum principle, a preferential utilization of ammonium to nitrate by phytoplankton is explained and verified by experimental data. A multiparameter bifurcation is given. The model was found to have four types of equilibrium sets. It is shown that a Hopf bifurcation may occur.
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References
Bhatia, N. P. and G. T. Szegő. 1970.Stability Theory of Dynamical Systems. New York: Springer.
Brunovský, T. and T. Kmeť. 1987. The nitrogen transformation cycle in water. In H. G. Bothe, W. Ebeling, A. B. Kurzhanski, and M. Peschel (Eds),Dynamic Systems and Environmental Models, pp. 132–138. Berlin: Akademie-Verlag.
Carr, J. 1981.Applications of Centre Manifold Theory Berlin: Springer.
Eppley, R. W., J. L. Coastworth, and L. Solorzalo. 1969. Studies of nitrate reductase in marine phytoplankton.Limnol. Oceanogr. 14, 194–205.
Flynn, K. J. 1991. Algal carbon/nitrogen metabolism: a biochemical basis for modelling the interactions between nitrate and ammonium uptake.J. Plankton Res. 13, 373–387.
Kmeť, T. 1986. Dynamic ecological system models. Ph.D. thesis, Centre of Biological Ecological Sciences, Slovak Academy of Sciences, Britislava (in Slovak with English summary).
Kmeť, T. 1987. Why phytoplankton prefers ammonium to nitrate-explanation by mathematical model.Biologia (Bratislava) 42, 687–693.
Kmeť, T. and D. Tóth. 1989. Verification of the mathematical model of nitrogen circulation with and without light access.Ecol. Modelling 46, 135–146.
Lancaster, P., 1969.Theory of Matrices. New York: Academic Press.
Leonov, A. 1980. The chemical-ecological modelling of aquatic nitrogen compound transformation processes. HASA WP 80-86, HASA Laxenburg, Austria.
Leonov, A. and D. Tóth. 1981. The study of nitrogen transformation in fresh water: experiments and mathematical modelling. HASA cp 81-24, HASA Laxenburg, Austria.
Losada. 1980. The photosynthetic assimilation of nitrate. InConference Proceedings II Congress of Federation of European Societies of Plant Physiology, pp. 112–113. Santiago: Sociedad Española de Fisiologia Vegetal.
Malkin, I. G. 1966.Stability Theory of Motion. Moscow: Nauka (in Russian).
Marsden, I. J. E. and M. McCracken.The Hopf Bifurcation and Its Applications. New York: Springer-Verlag.
Metzler, C. M., G. L. Elfring, and A. J. McEwen. 1974.A Package of Computer Programs for Pharmacokinetic Modeling. Biometrics, September 1974, p. 562.
Pierre, D. A. and M. J. Lowe. 1975.Mathematical Programming via Augmented Lagrangians. An Introduction with Computer Programs, Reading, MA: Addison-Wesley.
Pontryagin, L. S., V. G. Boltyanskii, R. V. Gamkrelidze, and E. F. Mischenko. 1983.The Mathematical Theory of Optimal Processes. Moscow: Nauka (in Russian).
Strickland, J. D. H., R. W. Holm-Hansen, and R. W. Eppley. 1969. The use of deep tanks in plankton ecology I. Studies of the growth and composition of plankton crops at low nutrient level.Limnol. Oceanogr. 14, 23–34.
Zevenboom, W. and L. R. Moor. Simultaneous short-term uptake of nitrate and ammonium byOscillatoria agardhii grown in nitrate- or light-limited continuous culture.J. Gen. Microbiol. 126, 355–363.
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Kmeť, T. Material recycling in a closed aquatic ecosystem. I. Nitrogen transformation cycle and preferential utilization of ammonium to nitrate by phytoplankton as an optimal control problem. Bltn Mathcal Biology 58, 957–982 (1996). https://doi.org/10.1007/BF02459492
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DOI: https://doi.org/10.1007/BF02459492