Penguinpocalypse climate modeling practice
Alice Bradley, Williams College, Geosciences
This activity was selected for the Teaching Computation in the Sciences Using MATLAB Peer Reviewed Teaching Collection
This activity has received positive reviews in a peer review process involving five review categories. The five categories included in the process are
- Computational, Quantitative, and Scientific Accuracy
- Alignment of Learning Goals, Activities, and Assessments
- Pedagogic Effectiveness
- Robustness (usability and dependability of all components)
- Completeness of the ActivitySheet web page
For more information about the peer review process itself, please see https://serc.carleton.edu/teaching_computation/materials/activity_review.html.
- First Publication: September 18, 2020
- Reviewed: April 13, 2021 -- Reviewed by the On the MATLAB Activity Review Process
Summary
This is a programming exercise that walks students through developing a very small model before we start
Topics
Geoscience
Grade Level
College Upper (15-16)
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Learning Goals
Students will gain practice with MATLAB and the basics of model development from this activity.
Context for Use
This activity is designed as the second step in an introduction to MATLAB for upper-level undergraduate students who will be using it in a series of climate modeling projects over the course of the term. In this activity, students will get practice with indexing, loops, conditional logic, masks, plotting, and breaking a larger programming challenge into smaller pieces.
It is a lab activity, expected to take 1-3 hours. Students with some programming background will complete it fairly quickly, and may add additional features to their penguin-apocalypse models. Students without any programming experience (except the initial tutorials) will need additional help and encouragement along the way, but will gain a lot of confidence when they can watch their penguin maps update.
Students will need to be pointed to the ncread function to access the land mask.
Description and Teaching Materials
In this upper-level lab activity, students follow the instructions in the pdf handout to develop a model of a penguin-covered ocean surface where penguins flip belly up or down based on the ones around them. It is a lighthearted introduction to model development and programming basics.
A MATLAB script for part 1.3 (the final step) is provided for guidance.
Student instructions for Penguin-pocalypse model assignment (Microsoft Word 2007 (.docx) 11kB Sep18 20)
Reference MATLAB script (Matlab File 2kB Sep18 20)
Teaching Notes and Tips
Students who are new to programming and Matlab will ask a lot of questions. I have found it important for this lab to encourage them to try something and to work with their peers in order to keep students moving forward.
Assessment
If students have a working, commented script that produces the penguin flipping outcomes, they will have succeeded in getting practice with model development in MATLAB.
References and Resources