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:
Where:
- is the population at time ,
- is the initial population,
- is the decay rate (which will be negative in this case since the population is decreasing),
- is the time in years.
Given:
- Initial population (in thousands),
- Population after 12 years ,
- Time period .
Step 1: Use the population formula at
Substitute the known values:
Step 2: Solve for
First, isolate the exponential term by dividing both sides by 257:
Take the natural logarithm of both sides to eliminate the exponential:
Now solve for :
Step 3: Calculate the value of
Let's compute .The decay rate is approximately .
Step 4: Write the exponential model
Now that we have the value of , the exponential model for the bird population over time is:
Would you like further clarification, or do you have any questions about this model?
Here are five related questions to explore:
- How would the population change after 5 years?
- What would the population be after 20 years?
- How does the rate of decay compare if we adjust the model for a faster decline?
- Can we use this model to predict when the population will reach 100 thousand?
- How does exponential decay differ from linear decay in population models?
Tip: In exponential decay models, the decay rate determines how quickly the population decreases—small changes in 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
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