Modifying the Lotka-Volterra Predator-Prey Model for Insecticide Use

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SUMMARY

The Lotka-Volterra predator-prey model can be modified to account for insecticide use by introducing additional terms for insecticide-induced deaths. The modified equations are: $$\frac{dN}{dt} = N(a-bP) - k_N N$$ and $$\frac{dP}{dt} = P(cN-d) - k_P P$$, where \(k_N\) and \(k_P\) represent the mortality rates for the predator and prey populations, respectively. The discussion emphasizes that these mortality rates must be proportional to the current populations, affecting the growth rates of both species. Additionally, it is confirmed that if \(k_N > a - bP\), the prey population will decline, and if \(k_P < cN - d\), the predator population will also decline.

PREREQUISITES
  • Understanding of the Lotka-Volterra equations
  • Basic knowledge of differential equations
  • Familiarity with population dynamics concepts
  • Knowledge of mathematical modeling in ecology
NEXT STEPS
  • Research the implications of varying mortality rates in ecological models
  • Explore the effects of different insecticide application strategies on predator-prey dynamics
  • Learn about stability analysis in modified Lotka-Volterra models
  • Investigate real-world case studies of insecticide impact on ecosystems
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Ecologists, biologists, and researchers interested in mathematical modeling of ecosystems, particularly those studying the effects of insecticides on predator-prey relationships.

Dustinsfl
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The Lotka Volterra predator prey is:

$$
\frac{dN}{dt} = N(a-bP)\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)
$$

How can this model be modified to demonstrate farmers who continual spray insecticides that kill both predator and prey (the predators and prey are insects)?

$$
\frac{dN}{dt} = N(a-bP) - \gamma\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-\rho
$$

Where $\gamma$ and $\rho$ are the insecticide deaths. Could $\gamma=\rho$? Or would it affect them different?

I just made up gamma and rho as the variables for the deaths. I am not sure if they would kill equally the predator and prey or the same.
 
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dwsmith said:
The Lotka Volterra predator prey is:

$$
\frac{dN}{dt} = N(a-bP)\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)
$$

How can this model be modified to demonstrate farmers who continual spray insecticides that kill both predator and prey (the predators and prey are insects)?

$$
\frac{dN}{dt} = N(a-bP) - \gamma\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-\rho
$$

Where $\gamma$ and $\rho$ are the insecticide deaths. Could $\gamma=\rho$? Or would it affect them different?

I just made up gamma and rho as the variables for the deaths. I am not sure if they would kill equally the predator and prey or the same.

Since \(N\) and \(P\) are actual populations the additional deaths should be proportional to the current populations. So in effect they are modifiers of \(a\) and \(d\)

(or population densities if you will)

CB
 
$$
\frac{dN}{dt} = N(a-bP) - ka\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-kd
$$

Just simply that then?

Also, I know why sometimes the latex won't show. I know you said it was a delimiter not appearing but I know why it occurs now. It occurs when I right click my Latex, show source, and copy the Latex so I don't have to re-type it. With that being the issue, can we not have an edit post limit? By going into edit and copying the Latex, this won't occur.
 
dwsmith said:
$$
\frac{dN}{dt} = N(a-bP) - ka\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-kd
$$

Just simply that then?

Also, I know why sometimes the latex won't show. I know you said it was a delimiter not appearing but I know why it occurs now. It occurs when I right click my Latex, show source, and copy the Latex so I don't have to re-type it. With that being the issue, can we not have an edit post limit? By going into edit and copying the Latex, this won't occur.
Can I use the same k as the the proportion that die for each species?

Does k has to written as an expression involving a for the first and d for the second equation?

If so, I am not sure about how to come up with it.
 
dwsmith said:
$$
\frac{dN}{dt} = N(a-bP) - ka\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-kd
$$

Just simply that then?

Also, I know why sometimes the latex won't show. I know you said it was a delimiter not appearing but I know why it occurs now. It occurs when I right click my Latex, show source, and copy the Latex so I don't have to re-type it. With that being the issue, can we not have an edit post limit? By going into edit and copying the Latex, this won't occur.

$$
\frac{dN}{dt} = N(a-bP) - k_N N\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-k_P P
$$

CB
 
CaptainBlack said:
$$
\frac{dN}{dt} = N(a-bP) - k_N N\quad\text{and}\quad\frac{dP}{dt} = P(cN-d)-k_P P
$$

CB

That is it?

I don't have to define k in terms of a and d?

So if $k_N> a-bP$ then the population of N would die out and similar if $k_P<cN-d$ the P population would die out correct?
 
Last edited:
​Solved
 
dwsmith said:
​Solved

Check, but you should be able to mark a thread as solved from the thread tools menu at the top of the thread page.

CB
 

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