Math Problem Statement
Solution
To solve this problem, we need to develop an exponential model for tree height as a function of tree age. The general form of an exponential model is:
Where:
- is the height (in feet),
- is the age (in years),
- is the initial height when ,
- is the growth factor.
We are given the following data points:
We will use these points to determine the values of and , then use the model to predict the height of a 34-year-old tree.
I'll now calculate the parameters and .The exponential model for tree height based on the given data is:
Where is the height in feet and is the age in years.
For a 34-year-old tree, the predicted height is approximately:
Let me know if you would like more details or have any questions.
Here are 5 related questions for deeper understanding:
- How does the exponential growth model differ from a linear growth model?
- How can we verify if an exponential model is the best fit for this data?
- What would be the height of a 20-year-old tree using this model?
- How can we adjust the model to include environmental factors affecting growth?
- What does the parameter signify in this context?
Tip: When interpreting exponential models, the base indicates the rate of growth, while the initial height helps define the starting point.
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Math Problem Analysis
Mathematical Concepts
Exponential Growth
Algebra
Mathematical Modeling
Formulas
y = ab^x (Exponential Model)
Theorems
Exponential Growth Theorem
Suitable Grade Level
Grades 9-12
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