Population Modelling Homework: Immigration, Growth & Recovery

AI Thread Summary
The discussion centers on a population model for coral growth, represented by the equation M'(t) = M(S-M) + I, where M(t) denotes coral biomass. The term "I" signifies constant immigration of juveniles onto the reef, while the growth rate of corals is presumed to be constant across different ages and sizes. As time approaches infinity, the biomass of corals is expected to stabilize at a limiting amount, which can be determined by solving the equation M(S-M) + I = 0. In the case of a completely dead reef, the model suggests a recovery pattern that is not logarithmic but rather involves solving a separable differential equation. The conversation highlights the need for clarity in integrating and solving the differential equation to understand the recovery dynamics.
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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