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  • V práci je popsán návrh experimentu pro odhad parametrů dvojškálového modelu fotosyntézy a fotoinhibice mikrořas. Matematický model růstu řas, tzv. model fotosyntetické továrny, má 5 parametrů. Čtyři lze získat standardní metodou při konstantní ozářenosti, pátý parametr pak zjišťujeme pomocí periodického, po částech konstantního signálu. (cs)
  • The identification of model structure and parameters from experimental data remains a bottleneck for a major breakthrough of the computational analysis of biological systems. In this paper, we show the modelling and experimental design for parameter estimation of a dynamical system of photosynthesis and photoinhibition evolving on widely separated time-scales. Based on qualitative behaviour residing either in Haldane type growth kinetics and in the so-called light integration property for high frequency light/dark cycles, the bilinear system was chosen as a modelling framework. The model structure coincides with the earlier mechanistic concept of photosynthetic factory by Eilers and Peeters, however, our formulation respects the decomposition of the phase-space into the fast phase xA, and the slow one, xB. The experimental design for model parameters estimation is based on two complementary measurements. In addition to the standard measurement of time dependent photosynthetic rate under constant irrad
  • The identification of model structure and parameters from experimental data remains a bottleneck for a major breakthrough of the computational analysis of biological systems. In this paper, we show the modelling and experimental design for parameter estimation of a dynamical system of photosynthesis and photoinhibition evolving on widely separated time-scales. Based on qualitative behaviour residing either in Haldane type growth kinetics and in the so-called light integration property for high frequency light/dark cycles, the bilinear system was chosen as a modelling framework. The model structure coincides with the earlier mechanistic concept of photosynthetic factory by Eilers and Peeters, however, our formulation respects the decomposition of the phase-space into the fast phase xA, and the slow one, xB. The experimental design for model parameters estimation is based on two complementary measurements. In addition to the standard measurement of time dependent photosynthetic rate under constant irrad (en)
Title
  • Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae
  • Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae (en)
  • Návrh experimentu pro odhad parametrů dvojškálového modelu fotosyntézy a fotoinhibice mikrořas (cs)
skos:prefLabel
  • Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae
  • Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae (en)
  • Návrh experimentu pro odhad parametrů dvojškálového modelu fotosyntézy a fotoinhibice mikrořas (cs)
skos:notation
  • RIV/60076658:12640/07:00009391!RIV09-MSM-12640___
http://linked.open...avai/riv/aktivita
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  • Z(MSM6007665808)
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  • 421133
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  • RIV/60076658:12640/07:00009391
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  • two time-scale model; photoinhibition; microalgae (en)
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http://linked.open...ontrolniKodProRIV
  • [CC576A43A2BD]
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  • Plzeň
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  • IMACS International Conference on Computational Biomechanics and Biology
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  • Štys, Dalibor
  • Papáček, Štěpán
  • Čelikovský, S.
  • Rehák, B.
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Západočeská univerzita v Plzni
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  • 978-80-7043-607-3
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  • 12640
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