Math Problem Statement

Suppose that poaching reduces the population of an endangered animal by 9% per year. Further suppose that when the population of this animal falls below 40, its extinction is inevitable (owing to the lack of reproductive options without severe inbreeding). If the current population of the animal is 1400, when will it face extinction? Comment on the validity of this exponential model.

Solution

To solve this problem, we need to use the exponential decay formula:

P(t)=P0ektP(t) = P_0 \cdot e^{-kt}

Where:

  • P(t)P(t) is the population after time tt,
  • P0P_0 is the initial population,
  • kk is the decay rate (9% = 0.09),
  • tt is the time in years,
  • P(t)=40P(t) = 40 (extinction threshold).

Given Values:

  • P0=1400P_0 = 1400,
  • k=0.09k = 0.09,
  • P(t)=40P(t) = 40.

We solve for tt:

40=1400e0.09t40 = 1400 \cdot e^{-0.09t}

Divide both sides by 14001400:

401400=e0.09t\frac{40}{1400} = e^{-0.09t}

Simplify:

0.02857e0.09t0.02857 \approx e^{-0.09t}

Take the natural logarithm (ln) of both sides:

ln(0.02857)=0.09t\ln(0.02857) = -0.09t

t=ln(0.02857)0.09t = \frac{\ln(0.02857)}{-0.09}

Using a calculator:

ln(0.02857)3.554\ln(0.02857) \approx -3.554

t=3.5540.0939.49 years.t = \frac{-3.554}{-0.09} \approx 39.49 \text{ years.}

Round to the nearest whole number:

t39 years.t \approx 39 \text{ years.}

Final Answer:

It will take approximately 39 years for the animal to face extinction.


Comment on Model Validity:

  • The model is valid in terms of calculating population decay due to poaching because it uses exponential decay, which accurately represents the constant proportional decrease.
  • However, it may not fully represent real-world scenarios since factors like conservation efforts or environmental changes are not included. Additionally, small populations might face accelerated extinction due to inbreeding or social factors not modeled by exponential decay.

Let me know if you'd like further clarifications!

Questions for Deeper Understanding:

  1. What would the extinction time be if the decay rate increased to 10%?
  2. How does exponential decay differ from linear decay in population studies?
  3. What happens to the model if the extinction threshold changes to a different value?
  4. How would conservation efforts (e.g., introducing new animals) affect the validity of the model?
  5. Can you derive a generalized formula for extinction time given different decay rates and thresholds?

Tip:

When working with exponential models, always check the assumptions to ensure they match real-world conditions.

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Math Problem Analysis

Mathematical Concepts

Exponential Decay
Population Modeling

Formulas

P(t) = P0 * e^(-kt)
Natural Logarithm (ln)

Theorems

Exponential Decay Model

Suitable Grade Level

Grades 11-12