Arctic Climate Curriculum, Activity 3: Exploring Arctic Climate Data
Summary
Students dig into authentic Arctic climate data to unravel some causes and effects related to the seasonal melting of the snowpack. In particular, students learn about albedo and its relationship to snowmelt. This concept applied to global climate change on a large scale as well, and students go on to learn about the role of albedo as a self-reinforcing feedback mechanism.
Context
Audience
This activity was designed for high school science students, but the graphing and data analysis are suitable for introductory-level college courses as well. With adaptations it could also be used for middle school students. It was classroom-tested for grades 5 through 12.
Skills and concepts that students must have mastered
Students need to have a thorough understanding of how to read and interpret a line graph. Prior experience with creating graphs and using Excel would be quite helpful.
The activity that precedes this in the sequence provides a logical lead-in to this activity.
The activity that precedes this in the sequence provides a logical lead-in to this activity.
How the activity is situated in the course
This is the third and final part of a three-part curriculum about Arctic climate. The parts may be used independently or in sequence. Part 1 of this sequence allows students to explore Arctic geography, then take hands-on meteorological measurements to learn about how climate data is collected in the Arctic. Part 2 uses the jigsaw method to have students work with various weather parameters in a role-playing format.
Goals
Content/concepts goals for this activity
There are three components to the Arctic Climate Curriculum.
Students will be able to:Activity 1: Exploring the Arctic
Activity 2: Do you really want to visit the Arctic?
Activity 3: Exploring Arctic Climate Data
- List surfaces that have high and low albedo and explain why.
- Calculate albedo from incoming/outgoing radiation data.
- Use known values for albedo to see if their calculated values make sense.
- Create graphs in Excel.
- Use the graphs to examine the reasons for the melting of the snowpack.
Higher order thinking skills goals for this activity
This activity has several opportunities for higher order thinking. Students will:
- Explain how warming temperatures triggers melting.
- Explain the way in which albedo acts as a feedback mechanism for warming and melting.
- Understand the role decreasing albedo has on the global climate.
Other skills goals for this activity
- Creating graphs in Excel
Description of the activity/assignment
The first part of this activity illustrates the concept of albedo. Students use a year-long dataset of incoming and outgoing radiation from Eureka, Canada to calculate albedo values and see how albedo varies through the year.
Next, students dive into the datasets using Excel. Using step-by-step instructions and screen shots students create line graphs of springtime temperature, snow depth and albedo. Once the graphs are plotted, students can see the relationship between these three parameters and can explain why the snow depth decreases rapidly.
Students then create a concept sketch and a write short essay to synthesize what they have learned about albedo and how it relates to climate.
The final part of the activity uses paired imagery from the Arctic to compare changes in albedo in recent decades. The takeaway message emphasizes how decreasing albedo is a self-reinforcing feedback mechanism. (Also known as a positive feedback mechanism.)
Two optional follow-on activities are included. The first uses images and data from Greenland to further examine albedo changes on the Greenland Ice Sheet. The second activity examines a case study from Colorado about dust layers on the snowpack and the implications for melting, runoff and water supply management. This activity has ties to public policy.
Next, students dive into the datasets using Excel. Using step-by-step instructions and screen shots students create line graphs of springtime temperature, snow depth and albedo. Once the graphs are plotted, students can see the relationship between these three parameters and can explain why the snow depth decreases rapidly.
Students then create a concept sketch and a write short essay to synthesize what they have learned about albedo and how it relates to climate.
The final part of the activity uses paired imagery from the Arctic to compare changes in albedo in recent decades. The takeaway message emphasizes how decreasing albedo is a self-reinforcing feedback mechanism. (Also known as a positive feedback mechanism.)
Two optional follow-on activities are included. The first uses images and data from Greenland to further examine albedo changes on the Greenland Ice Sheet. The second activity examines a case study from Colorado about dust layers on the snowpack and the implications for melting, runoff and water supply management. This activity has ties to public policy.
Determining whether students have met the goals
There are three methods of evaluation incorporated into this activity:
- Student worksheets
- The Excel plots of snow depth, temperature and albedo
- The concept sketch and essay that synthesize albedo and its effect on snowmelt and climate. The instructor's guide has options for varying the difficulty of this assignment.
Teaching materials and tips
- All of the materials needed to teach this activity are hosted on the CIRES Arctic Climate Curriculum website. Here you will find a teacher's guide, solution set, student worksheets, a student Excel file, an instructor Excel file, and supporting graphics. There is also a video presentation by the research scientists who are currently engaged in the scientific mission upon which these activities are based.
Other Materials
- Arctic Climate Curriculum Overview (Microsoft Word 2007 (.docx) 4.2MB Apr28 14) This document contains an outline of all three parts of the curriculum, describes the rationale behind curriculum development and alignment with Next Generation Science Standards and Colorado Science Standards, and contains a list of all the teaching materials that were developed for this project.
Supporting references/URLs
- Anne U. Gold, Karin Kirk, Deb Morrison, Susan Lynds, Susan Buhr Sullivan, Andrey Grachev & Ola Persson (2015) Arctic Climate Connections Curriculum: A Model for Bringing Authentic Data Into the Classroom, Journal of Geoscience Education, 63:3, 185-197, DOI: 10.5408/14-030.1