Qualitative analysis of a discrete-time phytoplankton-zooplankton model with Holling type-II response and toxicity (original) (raw)

Modelling and analysis of a phytoplankton–zooplankton system with continuous and discrete time

Mathematical and Computer Modelling of Dynamical Systems, 2016

In this study, a phytoplankton-zooplankton system has been modelled using a system of differential equations with piecewise constant arguments, which represents a new approach to modelling phytoplanktonzooplankton interaction. To analyse the dynamic behaviour of the model, we consider the solution of the system in a certain subinterval, which yields a system of difference equations. Some theoretical results on the boundedness character and local stability properties for the discrete dynamical system are obtained. In addition, we explain the biological dynamics of the bloom in the plankton model through Neimark-Sacker bifurcation and obtain the threshold values for different parameters that govern the periodic nature of the bloom. We conclude that, while other studies explained that the bloom depended on only one parameter, this study explains that the bloom depended on three different parameters, namely θ (rate of toxin production per phytoplankton), β (zooplankton growth efficiency) and K (environmental carrying capacity of phytoplankton).

Modeling and analysis of a two-zooplankton one-phytoplankton system in the presence of toxicity

Applied Mathematical Modelling, 2015

In this study, we describe a two-zooplankton one-phytoplankton system that exhibits a Holling type II functional response in the presence of toxicity. Combined effort (E) is used to harvest the population. It is assumed that the phytoplankton is affected directly by an external toxic substance and the feeding of zooplankton on the affected phytoplankton is influenced indirectly by the toxic substance. All possible equilibria are determined for the system and the dynamical behavior of the system is investigated at each equilibrium point. The competitive exclusion principle is used to verify the coexistence of the zooplankton population. In order to incorporate the effects of the periodically varying environment, we consider the periodicity of the parameters and derive sufficient conditions for the uniformly strong persistence of the system. Combined effort, which is used to harvest the population, is treated as a control to develop a dynamic framework for investigating the optimal utilization of the resource, the sustainability properties of the stock, and the benefit earned from the resource, where Pontryagin's maximum principle is used to characterize the optimal control. The optimal system is derived and solved numerically using an iterative method with a Runge-Kutta fourth-order scheme. Our simulation results demonstrate that the optimal control scheme can obtain a sustainable ecosystem.

A bifurcation analysis of a simple phytoplankton and zooplankton model

Mathematical and Computer Modelling, 2007

The paper presents a detailed study of a four component population dynamical model consisting of the biomasses of carbon of phytoplankton x 1 , nitrogen of phytoplankton x 2 , carbon of zooplankton x 3 and total free nutrient x 4. In this model, both the influence of the internal (carbon) and external (nitrogen) nutrient on the growth of phytoplankton is included. This is usually termed a variable yield model in contrast to the constant yield model analyzed by J. Monod [Recherches sur la croissance des cultures bacteriennes, Herman, Paris, 1942. [21]]. The existence and stability of various steady states are discussed analytically and numerically using a computer simulation (AUTO) designed by Doedel [E.J. Doedel, AUTO: A program for the automatic bifurcation analysis of autonomous systems, Congr. Numer. 30 (1981) 265-284; E. Doedel, X. Wang, T. Fairgrieve, AUTO: Software for continuation and bifurcation problems in ordinary differential equations, in: Applied Mathematics Reports, California Institute of Technology, 1994]. Various bifurcation diagrams so obtained support the analytical results and identified complex behavior which cannot be obtained analytically. The purpose of this paper is as a preliminary step to determine the change in the richness of behavior as complexity, such as spatial compartments, is added, which in limiting form would be a continuous spatial dependence (as a partial differential equation model).

The dynamics of nutrient, toxic phytoplankton, nontoxic phytoplankton and zooplankton model

International Journal of Applied Mathematical Research, 2016

The objective of this paper is to study the dynamical behavior of an aquatic food web system. A mathematical model that includes nutrients, phytoplankton and zooplankton is proposed and analyzed. It is assumed that, the phytoplankton divided into two compartments namely toxic phytoplankton which produces a toxic substance as a defensive strategy against predation by zooplankton, and a nontoxic phytoplankton. All the feeding processes in this food web are formulating according to the Lotka-Volterra functional response. This model is represented mathematically by the set of nonlinear differential equations. The existence, uniqueness and boundedness of the solution of this model are investigated. The local and global stability conditions of all possible equilibrium points are established. The occurrence of local bifurcation and Hopf bifurcation are investigated. Finally, numerical simulation is used to study the global dynamics of this model.

Mathematical analysis of plankton population dynamics

Malaysian Journal of Fundamental and Applied Sciences

Harmful algal blooms (HABs) event that causes enormous economic loss and health effect raises concerns among environmentalists. In this paper, a mathematical model of interaction between nutrient, toxin-producing phytoplankton (TPP), non-toxic phytoplankton (NTP), zooplankton, and toxic chemicals is proposed to study on how the process of these HABs occurred. The model of interaction is represented by Ordinary Differential Equations (ODEs) and stability analysis of the model is conducted. Several conditions for the system to be stable around trivial and interior equilibrium point are obtained. From the analysis, it is observed that under nutrient limitation, the amounts of toxic chemicals secreted out by the TPP are increased. As a result, NTP population and zooplankton population are affected by the situation. If this situation is prolonged, this will result in the extinction of both populations. Overall, this study shows that TPP release more toxic chemicals when the nutrient is l...

Nonlinear Difference Equations and Simulation for Zooplankton- Fish Model with Noise

In this paper, nonlinear difference equations for zooplankton–fish population model with noise is considered. The model is on predation of phytoplanktivore fishes on zooplankton, this is to understand the individual behaviour of the organisms as well as interaction with the environment.The model is a nonlinear logistic type of model incorporating nonlinear feeding functions. The conditions for the existence of the equilibrium points are obtained through some nonlinear equations and Diophantine equations. The conditions for local stability for the dual population investigated and results obtained .Simulation made for the dual populations when the ocean is polluted with chemical substances and oil spillage usingGaussian noise. The noise accounts for pollution of the ocean that may lead to species migration from the pollutants source. It is observed that the risk factor increases with time and makes the species to be endangered and some kind of chemo taxis effect is experienced whereby the survived species tend to migrate to region with lower concentrations of pollutants.

Dynamical analysis of a delay model of phytoplankton–zooplankton interaction

Applied Mathematical Modelling, 2012

The interaction of toxic-phytoplankton-zooplankton systems and their dynamical behavior will be considered in this paper based upon nonlinear ordinary differential equation model system. We induced a discrete time delay to the both of the consume response function and distribution of toxic substance term to describe the delay in the conversion of nutrient consumed to species and the fact that the time required for the phytoplankton species to mature before they can produce toxic substances. We generalized the model in [1] and explicit results are derived for globally asymptotically stability of the boundary equilibrium. Using numerical simulation method, we determine there is a parameter range for the delay parameter s where more complicated dynamics occurs, and this appears to be a new result. Significant outcomes of our numerical findings and their interpretations from ecological point of view are provided in this paper.

Modelling the Effects of Competing Toxin Producing Phytoplankton on a Zooplankton Population: Role of Holling Type-II Functional Response with Time-Lag

American Journal of Computational and Applied Mathematics, 2012

In this paper, a system consisting of two competing harmfu l phytoplankton and a zooplankton with Holling type-II functional response and discrete time lag is considered. A stable coexistence of all the species has been observed for the system without delay and the Hopf-b ifurcation phenomenon is observed for the interior equilibriu m po int. The Hopf-bifurcating solution is obtained for the critical values of parameters like predation rates and half saturation constants. Further, using the normal form theory, we have determined the direction and the stability of the Hopf-bifurcation solution. The introduction of time delay in the system also shows the Hopf-bifurcat ion as the delay parameter passes through a critical value. Finally, the numerical simu lation is carried out to support the theoretical results.

Stability and bifurcation of aquatic food chain model

2015

The objective of this paper is to study the dynamical behavior of an aquatic food chain system. A mathematical model that includes nutrients and harmful phytoplankton and zooplankton is proposed and analyzed. The phytoplankton produces a toxic substance as a strategy of defense against predation by zooplankton. Its assumed that all the feeding processes in this food chain are depending on the Holling type-II functional response. Further a portion of dead phytoplankton and zooplankton are return to the nutrient due to the decomposition process. This model is represented mathematically by the set of nonlinear differential equations. The existence, uniqueness and boundedness of the solution of this model are investigated. The local and global stability conditions of all possible equilibrium points are established. The occurrence of local bifurcation (such as saddle-node, transcritical and pitchfork) a long with Hopf bifurcation near each of the equilibrium points are discussed. Finally...

A bifurcation analysis of a multi compartment plankton-zooplankton-nutrient interaction

2011

This thesis concentrates on understanding the long term behaviour of a multi-compartment phytoplankton-zooplankton-nutrient interaction. A variable-yield model is considered, in which the rate of carbon uptake by phytoplankton necessary for its growth is governed by cell quota i.e. the ratio of external nutrient (nitrogen) and the internal nutrient (carbon). The internal and external nutrient of the phytoplankton are governed by separate equations. The work addresses the question 'How complex should a model be?', besides attempting to understand analytical and qualitative model behaviour. The simplest model considered consists of four ordinary differential equations relating to one pool or compartment, and is then extended to eight ordinary differential equations: (four equations for each pool) of the two compartments, and finally to twelve ordinary differential equations: (four equations in each of the three compartments). Chapter 1 introduces the basic mathematical model, ...