Two Approaches to Modeling Phytoplankton Biomass Dynamics Based on the Droop Model

A. Abakumov, S. Pak
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Abstract

This work continues the study of the Droop model based on the concept of cell quota. Description of the photosynthetic processes in phytoplankton includes in the model structure. The concept of chlorophyll quota is used. It is the proportion of photosynthetic substances in plant cells. In addition to the chlorophyll quota, the photosynthetic activity of phytoplankton is determined by external conditions, primarily by the level of photosynthetically active radiation (PAR). The model is based on separating the dependence of phytoplankton reproduction on external conditions according to the stages of photosynthesis. The light stage is largely determined by the PAR, and the dark stage is limited by the nutrient resource under the controlling influence of the temperature of the aquatic environment. In order to develop the model, the storage of energy in the light stage of photosynthesis is described in detail. Energy is stored in the form of energy-intensive substances in macroergic molecules (macroergs). The most common cell macroerg is adenosine triphosphate (ATP). The proportion of ATP in phytoplankton varies depending on the light regime and on the energy amount stored in the dark stage. The model includes the Droop kinetics and equations for the dynamics of the chlorophyll quota and the ATP pool. The conditions for the existence and stability of equilibrium solutions are compared for the same values of parameters common to both models. The greatest influence on the dynamic modes of the minimum value of the cell quota has been established. The proportion of biomass associated with the light period of photosynthesis is also significant. For the first model that is the biomass produced during daylight hours. And in terms of the second model, it is the biomass formed due to the energy of ATP stored in the light phase. The influence of the structure of dynamic models on the daily and annual dynamics of phytoplankton was revealed. Scenarios of behavior of models under various lighting conditions, including constant and periodically changing lighting, have been studied.
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基于下垂模型的浮游植物生物量动态建模的两种方法
这项工作继续研究基于细胞配额概念的下垂模型。浮游植物光合作用过程的描述包括在模型结构中。采用了叶绿素配额的概念。它是植物细胞中光合物质的比例。除了叶绿素配额外,浮游植物的光合活性还取决于外部条件,主要是光合有效辐射(PAR)水平。该模型的基础是根据光合作用的阶段分离浮游植物繁殖对外部条件的依赖。光照期在很大程度上由PAR决定,暗期在水环境温度的控制影响下受营养资源的限制。为了建立该模型,详细描述了光合作用光期能量的储存。能量以能量密集物质的形式储存在巨能分子(macroergs)中。最常见的细胞巨能是三磷酸腺苷(ATP)。浮游植物中ATP的比例取决于光照条件和黑暗阶段储存的能量。该模型包括下垂动力学和叶绿素配额和ATP池的动力学方程。比较了两种模型在相同参数值下平衡解的存在性和稳定性条件。确定了小区定额最小值对动态模态的最大影响。与光合作用光期相关的生物量比例也很显著。第一个模型是白天产生的生物量。在第二个模型中,它是由于ATP储存在光相中的能量而形成的生物量。揭示了动态模型结构对浮游植物日动态和年动态的影响。研究了模型在各种光照条件下的行为,包括恒定和周期性变化的光照。
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来源期刊
Mathematical Biology and Bioinformatics
Mathematical Biology and Bioinformatics Mathematics-Applied Mathematics
CiteScore
1.10
自引率
0.00%
发文量
13
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