Population Modelling Homework: Immigration, Growth & Recovery

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SUMMARY

The discussion revolves around a population model for corals on a reef, described by the equation M'(t) = M(S-M) + I, where M(t) represents coral biomass. The term "I" denotes constant immigration of juveniles onto the reef. Participants confirm that the growth rate of corals is presumed constant regardless of age and size. The model indicates that the biomass of corals approaches a limiting amount as time progresses, and recovery from complete die-off due to cyanide fishing is suggested to follow a specific growth pattern, which is not logarithmic but rather involves solving a separable differential equation.

PREREQUISITES
  • Understanding of differential equations, specifically first-order non-linear types.
  • Familiarity with population dynamics and resource-limited growth models.
  • Knowledge of the quadratic formula and its application in solving equations.
  • Basic principles of coral ecology and the impact of environmental factors on coral health.
NEXT STEPS
  • Study the implications of constant immigration in population models.
  • Learn about separable differential equations and their applications in biological contexts.
  • Explore the effects of environmental stressors on coral populations and recovery patterns.
  • Investigate the mathematical modeling of resource-limited populations in ecology.
USEFUL FOR

This discussion is beneficial for students studying ecology, marine biology, and mathematical modeling, particularly those focusing on population dynamics and coral reef ecosystems.

missbooty87
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Homework Statement



"The very simple population model for a resource limited population with constant immigration, and no breeding, M'(t) = M(S-M) + I attempts to describe the growth of corals on a reef. Function M(t) represents the biomass of corals."

a - Explain which term gives the immigration of juveniles onto the reef.

b - Describe the presumptions being made about the growth rate of corals at their different ages and sizes.

c - Determine if the biomass of corals tends to a limiting amount as t \rightarrow \infty .

d - Suppose a coral reef has completely died, due to excessive cyanide fishing. Find and describe what this model suggests will be the pattern of its recovery.

Homework Equations


The Attempt at a Solution



a - Is the immigration denoted as "I", because as immigration is constant, the I has 'constant effects' on the equation?

b - Is it correct to presume that the growth rate of the corals are constant, regardless of their age and size?

c - I can see that its a first order non linear differential equation. But where do I go with this?

d - a regrowth rate represented by a logarithmic function?

The total marks for the 4 questions is 5 marks - if that helps

Thanks to all help received :)
 
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missbooty87 said:

Homework Statement



"The very simple population model for a resource limited population with constant immigration, and no breeding, M'(t) = M(S-M) + I attempts to describe the growth of corals on a reef. Function M(t) represents the biomass of corals."

a - Explain which term gives the immigration of juveniles onto the reef.

b - Describe the presumptions being made about the growth rate of corals at their different ages and sizes.

c - Determine if the biomass of corals tends to a limiting amount as t \rightarrow \infty .

d - Suppose a coral reef has completely died, due to excessive cyanide fishing. Find and describe what this model suggests will be the pattern of its recovery.

Homework Equations


The Attempt at a Solution



a - Is the immigration denoted as "I", because as immigration is constant, the I has 'constant effects' on the equation?
Yes, I is the only thing that does not depend upon the current mass- it "comes from the outside".

b - Is it correct to presume that the growth rate of the corals are constant, regardless of their age and size?
Yes.

c - I can see that its a first order non linear differential equation. But where do I go with this?
If there is a "limiting population", the rate of change as M nears it must decrease to 0. Is there a value of M such that dM/dt= 0 (so that M is constant)? Set M(S-M) + I = 0 and solve for M.

d - a regrowth rate represented by a logarithmic function?
In other words, solve the problem M'= M(S-M)+ I, M(0)= 0, a separable differential equation. No, M is not logarithmic.

The total marks for the 4 questions is 5 marks - if that helps

Thanks to all help received :)
 
HallsofIvy said:
If there is a "limiting population", the rate of change as M nears it must decrease to 0. Is there a value of M such that dM/dt= 0 (so that M is constant)? Set M(S-M) + I = 0 and solve for M.

So what I've done is, I've found the value of M using the quadratic formula, this is in terms of S. Is this all I have to do? It feels inadequate...not that I'm undermining your way of thinking... I probably stopped short...

HallsofIvy said:
In other words, solve the problem M'= M(S-M)+ I, M(0)= 0, a separable differential equation.

so if i directly integrate M'= -M^2 + SM + I, which will presumably give the function for M, which is: M = \frac{-M^3 }{3} + \frac{SM^2}{2} + IM + C = 0 >>> is this what you're talking about? if so, I then substitute M=0? I'm getting lost...

Thank you for your help HallsofIvy :) Much appreciated :)
 

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