Module 19: Growth Models
MigrationModule 19: growth modelsImagine you are a happy bacteria, or rabbit, with lots of food, land and no predators. Your population growth curve might look like this:

This is called exponential growth, or "J shaped growth"Note that it has no end, or limiting factor.
Small r is the growth rate. If you have had physics (yay!) this is usually "k" in
You might also find this link useful:https://www.khanacademy.org/science/ap-biology/ecology-ap/population-ecology-ap/a/exponential-logistic-growth
Many systems follow J shaped exponential growth until they run out of food or space, then there is overshoot and die-off:

A more ideal version of this is the S shaped curve, called logistic growth:

Here is a formula for logistic growth that we'll discuss:
Note that when the ratio N/K is very small or close to zero, the stuff in the parentheses becomes 1, so the formula is rate = rN, or J curved exponential growth.
Recall: J curved exponential growth only depends on starting population and reproductive rate.
As N/K nears one (number of critters equals carrying capacity) the term in the parentheses becomes zero, so no growth.
Note also that if N/K is GREATER than one, the growth rate (slope of the curve) become negative. This is overshoot and die off.

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Logistic growth worksheet
First: exponential growth:
Imagine 10 imaginary rabbits (No=10)
Assume r = 0.5 (50 percent growth rate, or each rabbit makes 0.5 rabbits per year)
Find the population 2 years later:
Nt = Noe^rt
Nt = 10e^0.5*2
Nt = 27 rabbits
After 4 years:
After 10 years:
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Next, use the logistic growth formula, same data, with a carrying capacity (K) of 100:
Small population: 10 rabbits
∆N/∆t = rN(1-N/K)
= 0.5*10(1-10/100)
= 5(1-0.1)
= 5(0.9)
= 4.5 rabbits per year
Find the rabbits per year for these populations:
Medium population: 27 rabbits
Near K: 74 rabbits
Above K: 1489 rabbits
quiz (you may use your worksheet only)
- 30 rabbits live on an island with carrying capacity 200. They reproduce at a rate of 0.5 per year. How many rabbits will be on the island after 3 years? (hint: you would do the calculation three times-this is only an estimate though, the true formula would be a bit more complex)
- What will be the slope of the growth curve at this point?
Predator Prey Lab:
Unmigrated media: predator-prey-simulation12.pdf (application/pdf, 203.7 KB)
1. Draw out a biome on your table, using dry erase markers (no permanent, please), about 60cm xx 60 cm
2. Distribute 3 rabbits on your biome
3. Drop a lynx on your biome. If it “eats” three rabbits, then add another lynx to the simulation. If it does not, remove that lynx
4. Double the number of rabbits, and drop a new lynx on your biome. If it eats 3 rabbits it reproduces. One new lynx kitten for every 3 rabbits.
5. Repeat 25 times, record the number of rabbits and lynxes after each generation, look for patterns
Population growth worksheet: (uses Numbers application)
Unmigrated media: Population Growth Model.numbers (text/html, 740.6 KB)
Worksheet: excel version:Unmigrated media: Population Growth Model.xls (text/html, 61.5 KB)
Simulation:Unmigrated media: ESI-24-modeling_population_growth.pdf (application/pdf, 14.0 KB)
Now we can discuss generalizations of r and K strategists:Note: r comes from small r (growth rate) in the growth formula, while K comes from large K in the same formula (carrying capacity):


How would you imagine this curve?
Related:Another reason why genocides are so damaging to cultures: If an oral tradition (e.g. Hawaiians) are decimated by smallpox for example, it is the very old (the holders of the legends and history) and the very young (those who have time to listen, not work, and will then grow up and tell their kids) that are gone. This is a sort of cultural bottleneck...
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