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Grazing rabbits: The amount A of vegetation (measured in pounds) eaten in a day by a grazing animal is a function of the amount V of food available (measured in pounds per acre).15 Even if vegetation is abundant, there is a limit, called the satiation level, to the amount the animal will eat. The following table shows, for rabbits, the difference D between the satiation level and the amount A of food eaten for a variety of values of V. $$ \begin{array}{|c|c|} \hline V \text { = vegetation level } & D=\text { satiation level }-A \\ \hline 27 & 0.16 \\ \hline 36 & 0.12 \\ \hline 89 & 0.07 \\ \hline 134 & 0.05 \\ \hline 245 & 0.01 \\ \hline \end{array} $$ a. Draw a plot of D against V. Does it appear that D is approximately an exponential function of V ?

Short Answer

Expert verified
Yes, \(D\) appears to be an exponential decay function of \(V\).

Step by step solution

01

Understand the Table

The table gives us pairs of values for the amount of vegetation available \(V\) (in pounds per acre) and the difference \(D\) between the satiation level and the amount of food eaten \(A\). Our task is to analyze how \(D\) changes with \(V\).
02

Plot the Data Points

We will plot the given values of \(D\) against \(V\). The x-axis represents \(V\) and the y-axis represents \(D\). The data points from the table are: (27, 0.16), (36, 0.12), (89, 0.07), (134, 0.05), (245, 0.01).
03

Analyze the Plot

Once the data points are plotted on a graph, observe the pattern of the points. An exponential decay function typically decreases rapidly at first and then levels out. We will see if the points create a curve similar to this.
04

Conclusion on Function Type

Based on the observed pattern, determine if \(D\) appears to be an exponential function of \(V\). If the points fit an exponentially decaying curve, \(D\) would likely be modeled by a function of the form \(D = ae^{-bV}\), where \(a\) and \(b\) are constants.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Function Modeling
Function modeling is a crucial mathematical tool used to describe how one quantity changes in relationship to another. In the context of grazing rabbits, function modeling helps us understand how the difference between the satiation level and the amount of food eaten by a rabbit changes depending on the availability of vegetation. By looking at how the difference, represented as \(D\), changes with vegetation level \(V\), we can capture this relationship with a mathematical function. This helps in predicting future behaviors of similar systems.

To effectively model a function, it often involves plotting the data to visually assess the relationship. In this exercise, the plot of \(D\) versus \(V\) helps identify if there's a specific type of function that fits the data well. In many natural systems, the relationships may appear as linear, exponential, or polynomial functions. Thus, creating a model allows us to make sense of real-world data in a structured manner.

  • Provides a visual understanding of the relationship between variables.
  • Aids in predicting outcomes under different conditions.
  • Generates a concise mathematical expression to represent a complex system.
Satiation Level
The satiation level refers to the maximum amount of food an animal, like a rabbit, can consume, regardless of the abundance of food available. This concept is significant because it sets an upper boundary for the amount of food intake in animals, governed by physiological and biological limits. In the grazing rabbit scenario, understanding the satiation level helps differentiate between the actual food intake and what might have been available.

This difference is vital as it helps in measuring how close an animal is to reaching its satiation in various levels of food availability. Recognizing the satiation level can:
  • Help manage food resources effectively.
  • Indicate the health or stress level of the animal.
  • Provide insights into the balance of natural ecosystems.
For instance, even if a meadow is lush with vegetation, rabbits will not necessarily consume all available food due to this biological cap. This makes the distance between what they actually eat and the satiation level a point of interest for ecological studies and food resource management.
Exponential Decay
Exponential decay describes a process of decrease at a rate proportional to the current amount. In the data presented, if the plot of \(D\) against \(V\) suggests an exponential relationship, it could be because the decrease in \(D\), or the difference between the satiation level and actual food consumption, tapers off as \(V\) increases.

The typical form of an exponential decay function is \(D = ae^{-bV}\), where \(a\) and \(b\) are constants that shape the curve. Initially, \(D\) decreases quickly but slows down as \(V\) becomes large, and the curve starts flattening. Recognizing this pattern is crucial because:
  • It helps identify how quickly a system approaches a stable state.
  • It can model natural processes where rates decrease over time or space.
  • Provides predictive insights into animal feeding patterns depending on food availability.
Such mathematical insights help ecologists and environmental scientists in making informed decisions about wildlife management and resource allocation.
Data Analysis
Data analysis involves interpreting numerical information to extract meaningful patterns and make informed decisions. In the grazing rabbits exercise, data analysis is the process of examining the relationship between the variables \(V\) and \(D\). By plotting these data points, we gain a better understanding of how satiation and food availability are related.

Through data analysis, one can determine if the relationship appears to be linear, exponential, or follows another pattern entirely. This interpretation involves:
  • Creating visual representations like graphs for clearer insights.
  • Evaluating if the observed data matches known mathematical functions.
  • Using statistical methods to validate the patterns and predictions.
For students and scientists, mastering data analysis skills is essential as it enables the extraction of actionable insights from complex datasets. It transforms raw data into strategic knowledge, helping solve practical problems and advance scientific understanding.

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Most popular questions from this chapter

Growth in length: In the fishery sciences it is important to determine the length of a fish as a function of its age. One common approach, the von Bertalanffy model, uses a decreasing exponential function of age to describe the growth in length yet to be attained; in other words, the difference between the maximum length and the current length is supposed to decay exponentially with age. The following table shows the length L, in inches, at age t, in years, of the North Sea sole.16 $$ \begin{array}{|c|c|c|c|} \hline t=\text { age } & L=\text { length } & t=\text { age } & L=\text { length } \\ \hline 1 & 3.7 & 5 & 12.7 \\ \hline 2 & 7.5 & 6 & 13.5 \\ \hline 3 & 10.0 & 7 & 14.0 \\ \hline 4 & 11.5 & 8 & 14.4 \\ \hline \end{array} $$ The maximum length attained by the sole is 14.8 inches. a. Make a table showing, for each age, the difference D between the maximum length and the actual length L of the sole. b. Find the exponential function that approximates D. c. Find a formula expressing the length L of a sole as a function of its age t. d. Draw a graph of L against t. e. If a sole is 11 inches long, how old is it? f. Calculate L(9) and explain in practical terms what your answer means.

Growth rate of a tubeworm: A study of the growth rate and life span of a marine tubeworm concludes that it is the longest-lived noncolonial marine invertebrate known. \({ }^{9}\) Since tubeworms live on the ocean floor and have a long life span, scientists do not measure their age directly. Instead, scientists measure their growth rate at various lengths and then construct a model for growth rate in terms of length. On the basis of that model, scientists can find a relationship between age and length. This is a good example of how rates of change can be used to determine a relationship when direct measurement is difficult or impossible. The table following shows for a tubeworm the rate of growth in length, measured in meters per year, at the given length, in meters. $$ \begin{array}{|c|c|} \hline \begin{array}{c} \text { Length in } \\ \text { meters } \end{array} & \begin{array}{c} \text { Growth rate in } \\ \text { meters per year } \end{array} \\ \hline 0 & 0.0510 \\ \hline 0.5 & 0.0255 \\ \hline 1.0 & 0.0128 \\ \hline 1.5 & 0.0064 \\ \hline 2.0 & 0.0032 \\ \hline \end{array} $$ a. Often in biology the growth rate is modeled as a decreasing linear function of length. For some organisms, however, it may be appropriate to model the growth rate as a decreasing exponential function of length. Use the data in the table to decide which model is more appropriate for the tubeworm, and find that model. Give a practical explanation of the slope or percentage decay rate, whichever is applicable. b. Use functional notation to express the growth rate at a length of 0.64 meter, and then calculate that value using your model from part a.

Grains of wheat on a chess board: A children's fairy tale tells of a clever elf who extracted from a king the promise to give him one grain of wheat on a chess board square today, two grains on an adjacent square tomorrow, four grains on an adjacent square the next day, and so on, doubling the number of grains each day until all 64 squares of the chess board were used. How many grains of wheat did the hapless king contract to place on the 64th square? There are about \(1.1\) million grains of wheat in a bushel. Assume that a bushel of wheat sells for \(\$ 4.25\). What was the value of the wheat on the 64th square?

Reaction time: For certain decisions, the time it takes to respond is a logarithmic function of the number of choices faced. \({ }^{32}\) One model is $$ R=0.17+0.44 \log N, $$ where \(R\) is the reaction time in seconds and \(N\) is the number of choices. a. Draw a graph of \(R\) versus \(N\). Include values of \(N\) from 1 to 10 choices. b. Express using functional notation the reaction time if there are seven choices, and then calculate that time. c. If the reaction time is to be at most \(0.5\) second, how many choices can there be? d. If the number of choices increases by a factor of 10 , what happens to the reaction time? e. Explain in practical terms what the concavity of the graph means.

Population decline: The population \(N\), in thousands, of a city is decreasing exponentially with time \(t\) (measured in years since the start of 2008). City analysts have given the following linear model for the natural logarithm of population: $$ \ln N=-0.051 t+1.513 \text {. } $$ a. Find an exponential model for population. b. By what percentage is the population decreasing each year? c. Express using functional notation the population at the start of 2011 and then calculate that value. d. When will the population fall to a level of 3 thousand?

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