How Do Interactions Between Two Species Model Their Population Dynamics?

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Discussion Overview

The discussion revolves around a mathematical model for the population dynamics of two competing species, focusing on the differential equations that describe their interactions. Participants explore the biological meanings of various terms in the equations, particularly the interaction terms that affect each species' growth rates.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Post 1 introduces a two species competition model with specific equations and asks for the biological meaning of each term, particularly the interaction terms.
  • Post 2 agrees that the first two terms represent logistic growth and clarifies that the interaction term $r_{ab}ab$ negatively affects both populations, indicating competition rather than a predator-prey relationship.
  • Post 3 questions whether $r_{ab}ab$ and $r_{ba}ab$ are correctly defined as interaction terms and suggests that they represent the decrease in growth rates of each species due to the presence of the other.
  • Post 4 reiterates the questions from Post 3 and confirms the definitions provided, while also suggesting a uniform font for clarity in online discussions.

Areas of Agreement / Disagreement

Participants generally agree on the interpretations of the interaction terms $r_{ab}$ and $r_{ba}$, but there is some repetition in questioning their definitions. The overall discussion remains somewhat unresolved regarding the implications of these terms in the context of the model.

Contextual Notes

There is a lack of consensus on the broader implications of the interaction terms within the model, and the discussion does not resolve whether the model adequately captures the dynamics of competing species.

ra_forever8
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Consider the two species competition model given by
da/dt = [λ1 a /(a+K1)] - r_(ab) ab - da, (1)
db/dt = [λ2 b *(1-b/K2)] - r_(ba) ab , t>0, (2)
for two interacting species denoted a=a(t) and b=b(t), with initial conditions a=a0 and b=b0 at t=0. Here λ1, λ2, K1,K2, r_(ab), r_(ba) and d are all positive parameters.
(a) Describe the biological meaning of each term in the two equations.

=>
A series expansion of 1/(a+K1), gives
1/(a+K1) ≈ (K1 -a)/ K1 ^2 + O (a^2)
Now,
da/dt = [λ1 a * (a+K1)/ K1^2] - r_(ab) ab - da,

λ1 a represents the exponential growth of population
da represents the exponential decay of population
λ1 is the growth rate
d is the decay rate
what does r_(ab) ab represent?
The first term of RHS equation 1: [λ1 a * (a+K1)/ K1^2] represents logistic growth at a rate λ1 with carrying capacity K1.

db/dt = [λ2 b *(1-b/K2)] - r_(ba) ab ,
λ2 b represents the exponential growth of population
λ2 is the growth rate
what does r_(ba) ab represent?
The first term of RHS equation 2: [λ2 b *(1-b/K2)] represents logistic growth at a rate λ2 with carrying capacity K2.

Kindly please check my answer. thank you
 
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I would agree that the first two terms are logistic growth, as in your other thread. $da$ is a decay rate for population $a$. The $r_{ab}ab$ is an interaction term. As either population increases, this term starts to affect both populations negatively. Now, if $da/dt$ had $+r_{ab}ab$ and $db/dt$ had $-r_{ab}ab$, then you'd have a predator-prey model. In this case, both populations suffer when there are interactions; this is consistent with the idea of competing species.
 
is r_(ab) ab an interaction term of a and b?
is r_(ba) ab an interaction term of a and b?

r_(ab) can be thought of as the decrease in growth rate of species "a" due to the presence of species "b".
r_(ba) can be thought of as the decrease in growth rate of species "b" due to the presence of species "a".

did I define r_(ab) and r_(ba) correctly?
 
grandy said:
is r_(ab) ab an interaction term of a and b?
is r_(ba) ab an interaction term of a and b?

r_(ab) can be thought of as the decrease in growth rate of species "a" due to the presence of species "b".
r_(ba) can be thought of as the decrease in growth rate of species "b" due to the presence of species "a".

did I define r_(ab) and r_(ba) correctly?


Yes, that looks good to me. By the way, I would recommend a more uniform font when you're writing online. It makes things easier to read.
 

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