Lesson Plan: Teaching Application of Derivatives using Arctic Sea Ice Data

As a high school or undergraduate Mathematics teacher, you can use this set of computer-based tools to help you in teaching introductory differential calculus and specifically the application of derivatives.

(top) Sea ice concentration (light blue to white) on September 18, 2019, the day of the summer minimum extent. The gold line is the median extent for 1981-2010: half of years had smaller extents, half had larger. (bottom) A graph of daily ice extent each year of the satellite record. Earlier years are in shades of light blue; recent years are in dark blue. The 2019 daily extent line is in dark pink. NOAA Climate.gov image, based on data from the National Snow and Ice Data Center.

This lesson plan will allow you to teach introductory derivatives, polynomial differentiation, and the application of derivatives. The lesson plan includes a hands-on computer-based classroom activity to be conducted on datasets of Arctic Ice Data (1980-2017). This activity includes a set of inquiry-based questions that will enable your students to apply their understanding of sixth degree polynomial differentiation, maxima/minima values, finding roots and inflection points.

Thus, the use of this lesson plan allows you to integrate the teaching of a climate science topic with a core topic in Mathematics.

Questions

Use this lesson plan to help your students find answers to:

  1. What are derivatives and their functions?
  1. Using an example, describe polynomial differentiation.
  1. Is the extent of the Arctic Sea Ice decreasing since 1980?
  1. Has the speed of melting of Arctic Sea Ice changed from 1980- 2017?
  1. Discuss the Ice Albedo Feedback and Global Warming to explain the differences in rates of melting of and extent of Arctic Sea Ice over the past four decades.

About Lesson Plan

Grade Level High school
Discipline Mathematics
Topic(s) in Discipline Derivatives, Polynomial Differentiation

Function Graph, Extrema, Concavity, Roots

Inflection Points

Climate Topic Climate and the Cryosphere

Climate Variability Record

Location Global
Language(s) English
Access Online, Offline
Approximate
Time Required
60-70 min

Contents

Teaching Module

(30 min)

A teaching module to explain the basics of derivatives, derivative rules, and differentiation.

Go to the Resource

Teaching Module

(20 min)

A teaching module to explain the application of derivatives in comparing rates in differentiation and aspects of the function graph.

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Classroom/ Laboratory activity

(20 min)

A classroom activity to apply understanding of differential rates using datasets of Arctic Sea Ice Data (1980-2017).

Go to the Activity

Pre-activity Reading

Visualization

(5 min)

An interactive visualization of changes in the extent of Arctic Sea Ice from 1979-2020.

Go to the Visualization

Here is a step-by-step guide to using this lesson plan in the classroom/laboratory. We have suggested these steps as a possible plan of action. You may customize the lesson plan according to your preferences and requirements.

Step 1: Topic introduction and discussion 

  1. Use the teaching module, ‘Differentiation: definition and basic derivative rules’ by Khan Academy, to introduce the concept of derivatives and differentiation.
  2. Navigate to the sub-sections within the module to explain derivative rules, the power rule, and how to differentiate polynomials.
  3. Use the in-built practice exercises and quizzes to evaluate your students’ understanding of the topics.

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Step 2: Develop the topic further

  1. Use the teaching module, ‘Derivatives and the shape of a graph’ by OpenStaxTM, Rice University, to explain to your students how related rates can be compared using derivatives.
  2. Use the sub-sections within the tool to explain various mathematical concepts for determining maxima/minima values, roots, and inflection points in the derivative function graph.

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Step 3: Extend understanding

  1. Use the reading, ‘Polynomials and their Derivatives: Polynomials, Critical Points, and Inflection Points’ by Donald Byrd, Indiana University Informatics to reiterate the mathematical concepts to be applied in the ensuing activity.
  2. Use the classroom activity, ‘Arctic Sea Ice’ from Sustainability Math by Thomas J. Pfaff, Professor of Mathematics, Ithaca College, USA, to enable your students to apply their understanding of derivatives, polynomial differentiation and application of derivatives using datasets from the National Snow and Ice Data Center (NSIDC).
  3. This classroom activity includes three datasets of the extent of Arctic Sea Ice linked from NSIDC’s observations from 1980 to 2017.
  4. This data is provided in an Excel spreadsheet.
  5. The classroom activity also includes a Word document that contains directions on how to use different mathematical methods on the data provided.
  6. It further includes questions that you may wish to use in your classroom to explain mathematical functions and methods and to initiate a discussion on the decrease in extent of Arctic Sea Ice due to the Ice Albedo Feedback and anthropogenically forced Global Warming (links to explanatory notes given within the tool).
  7. Direct your students to download the Excel file (with dataset) and the Word document (with directions to use the dataset and a set of questions to analyze the dataset).
  8. Proceed with the classroom activity and encourage your students to answer the questions by applying their understanding of function graph, maxima/minima, roots, and inflection points.

Go to the Resource

 

Step 4: Discuss further

Use the visualization, ‘Charctic Interactive Sea Ice Graph’ from NSIDC to encourage discussion amongst your students about the changes in the extent of Arctic Sea Ice from the years 1979-2020. Discuss how these changes could be the result of changes in the Earth’s climate in recent times.

These can be accessed at:

Visualization