Math Problem Statement

A biologist observes a population of birds over a 12 year period. At the beginning of the period , there were 257 thousand birds. By the end of the period , there were 179 thousand birds.

Assume the population of birds can be modeled using an exponential function.

If is the population (in thousands) , where is the time since the start of the period, then Incorrect (Round your parameters to four decimal places)

Solution

We are given that the bird population follows an exponential decay function. The general form for an exponential decay model is:

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

Where:

  • P(t)P(t) is the population at time tt,
  • P0P_0 is the initial population,
  • kk is the decay rate (which will be negative in this case since the population is decreasing),
  • tt is the time in years.

Given:

  • Initial population P0=257P_0 = 257 (in thousands),
  • Population after 12 years P(12)=179P(12) = 179,
  • Time period t=12t = 12.

Step 1: Use the population formula at t=12t = 12

P(12)=P0e12kP(12) = P_0 e^{12k}

Substitute the known values: 179=257e12k179 = 257 e^{12k}

Step 2: Solve for kk

First, isolate the exponential term by dividing both sides by 257: 179257=e12k\frac{179}{257} = e^{12k}

Take the natural logarithm of both sides to eliminate the exponential: ln(179257)=12k\ln\left(\frac{179}{257}\right) = 12k

Now solve for kk: k=ln(179257)12k = \frac{\ln\left(\frac{179}{257}\right)}{12}

Step 3: Calculate the value of kk

Let's compute kk.The decay rate kk is approximately 0.0301-0.0301.

Step 4: Write the exponential model

Now that we have the value of kk, the exponential model for the bird population over time is:

P(t)=257e0.0301tP(t) = 257 e^{-0.0301t}

Would you like further clarification, or do you have any questions about this model?

Here are five related questions to explore:

  1. How would the population change after 5 years?
  2. What would the population be after 20 years?
  3. How does the rate of decay compare if we adjust the model for a faster decline?
  4. Can we use this model to predict when the population will reach 100 thousand?
  5. How does exponential decay differ from linear decay in population models?

Tip: In exponential decay models, the decay rate kk determines how quickly the population decreases—small changes in kk can lead to significant long-term differences in the population size.

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Math Problem Analysis

Mathematical Concepts

Exponential Decay
Population Modeling
Algebra

Formulas

P(t) = P_0 * e^(kt)
k = ln(P(t)/P_0) / t

Theorems

Exponential Decay Theorem

Suitable Grade Level

Grades 10-12