Calculate the shannon h-index for diversity

Assignment Help Applied Statistics
Reference no: EM131291065

Question 1. In class we derived a susceptible-infected model of host-pathogen interactions. We focused primarily on the dynamics of the infected class, lumping the loss of infecteds due to recovery and death into a single parameter (m). For this question, you will build upon the model we developed in class.

(a) Write the full expressions for the dynamics of susceptible and infected hosts, assuming that some infected hosts die from infection while others recover, becoming susceptible again. Note that you will now need to represent death and recovery processes independently. Please use the symbols 'c' for the per-capita recovery rate and 'd' for the per-capita death rate of infected hosts due to infection. Label each term in your equations, using arrows or brackets, with the biological interpretation of the term (e.g., "loss of susceptibles to infection" and "gain of new infections"). (8 points)

(b) Using your response to part (a), derive the threshold density of susceptible hosts that is required for the pathogen to spread through the host population. (4 points)

(c) Imagine that you designing a management plan to prevent disease outbreaks in a herd of elk, and that you are limited to one of these three options:

1. Increase the recovery rate so that infected animals clear the pathogen more quickly.
2. Decrease the death rate so that infect animals survive longer, but they do not clear the pathogen.
3. Both: Increase recovery rate AND decrease the death rate.

Which of these options would be most likely to limit the spread of a disease in the elk herd? Your answer should be based on your response to part (b), and please explain your logic in words. (4 points)

(d) Now consider a disease (like chicken pox) in which hosts that recover cannot become infected again. Write out the full expressions for the dynamics of susceptible (S), infected (I), and recovered (R) hosts. As in (a), use the symbol 'c' for the per-capita recovery rate, and please label your terms with their biological meaning. (8 points)

(e) Would your responses to parts (b) and (c), which were based on the model from part (a), be different for the model you developed in part (d)? Why or why not? (2 points)

Question 2. On Owlspace you will find a .csv file that contains data on Carabid beetle (ground beetle) communities in southern Finland. These are real data that come from this study:

Niemelä J., Haila Y., Halme E., Lahti T., Pajunen T. & Punttila
P. (1988): The distribution of carabid beetles in fragments of old coniferous taiga and adjacent managed forest. Annales Zoologici Fennici25: 107-199

These authors sampled beetles in five different habitats: wet primeval forests, dry primeval forests, managed forests, old plantations, and young plantations. Each row in the data file is a beetle species and the cell entries are counts of each species in each habitat type (columns). Using these data, and in a software platform of your choosing, do the following.

(a) Draw the rank-abundance curve for each habitat type. The x-axis should be species rank and the y-axis should be proportional abundance. You may plot all habitats on the same or different axes, whichever you think best facilitates interpretation.

(b) Calculate the Shannon H-index for diversity of each habitat type, and rank the habitats by diversity.

(c) How are wet and dry primeval forests similar? How do they differ? Consider species richness, evenness, diversity, and composition in your answer.

(d) How are old and young plantations similar? How do they differ? Consider species richness, evenness, diversity, and composition in your answer.

Attachment:- carabids_finland.xlsx

Reference no: EM131291065

Questions Cloud

Explain and discuss the theory of absolute advantage : 1. Explain and discuss the Theory of Absolute Advantage. How does it differ from the Theory of comparative advantage? Make up your own example. Please cite your source.
Identify the approximate breakeven stock price : Then close the position on September 20. Use the spreadsheet to find the profits for the possible stock prices on September 20. Generate a graph and use it to identify the approximate breakeven stock price. Determine the maximum and minimum profit..
An excellent long distance runner : For each of the listed concepts or objects, design a scale measurement that would enable you to collect data on that concept/object.
Determine the appropriate hedge ratio : Then show how a $1 stock price increase would have a neutral effect on the spread value. Discuss any limitations of this procedure
Calculate the shannon h-index for diversity : Calculate the Shannon H-index for diversity of each habitat type, and rank the habitats by diversity - How are wet and dry primeval forests similar? How do they differ? Consider species richness, evenness, diversity, and composition in your answer.
How each indicator above measures performance of economy : Define and explain how each indicator above measures performance of the economy. Research and explain Government's measures adopted to achieve the production output performance.
Identify the two breakeven stock prices : Construct an appropriate butterfly spread using the October 160, 165, and 170 calls. Hold the position until expiration. Determine the profits and graph the results. Identify the two breakeven stock prices and the maximum and minimum profits
Evaluate capacity of the most common distribution channel : evaluate the capacity of the most common distribution channels available for the new product launch to provide consumers with easier access to the product. Speculate on the extent to which Golds Reling, Inc. could use each channel to meet profit g..
Identify some of the employment law issues : Identify some of the employment law issues discussed in the Presidential election cycle. In your opinion, what is the most important? Why? Chose at least one news article or academic article to support your opinion or illustrate your discussion.

Reviews

Write a Review

Applied Statistics Questions & Answers

  Hypothesis testing

What assumptions about the number of pedestrians passing the location in an hour are necessary for your hypothesis test to be valid?

  Calculate the maximum reduction in the standard deviation

Calculate the maximum reduction in the standard deviation

  Calculate the expected value, variance, and standard deviati

Calculate the expected value, variance, and standard deviation of the total income

  Determine the impact of social media use on student learning

Research paper examines determine the impact of social media use on student learning.

  Unemployment survey

Find a statistics study on Unemployment and explain the five-step process of the study.

  Statistical studies

Locate the original poll, summarize the poling procedure (background on how information was gathered), the sample surveyed.

  Evaluate the expected value of the total number of sales

Evaluate the expected value of the total number of sales

  Statistic project

Identify sample, population, sampling frame (if applicable), and response rate (if applicable). Describe sampling technique (if applicable) or experimental design

  Simple data analysis and comparison

Write a report on simple data analysis and comparison.

  Analyze the processed data in statistical survey

Analyze the processed data in Statistical survey.

  What is the probability

Find the probability of given case.

  Frequency distribution

Accepting Manipulation or Manipulating

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd