4.1
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50 ratings

David Archer

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Global Warming II: Create Your Own Models in Python

The University of Chicago

About this Course

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This class provides a series of Python programming exercises intended to explore the use of numerical modeling in the Earth system and climate sciences.  The scientific background for these models is presented in a companion class, Global Warming I: The Science and Modeling of Climate Change.  This class assumes that you are new to Python programming (and this is indeed a great way to learn Python!), but that you will be able to pick up an elementary knowledge of Python syntax from another class or from on-line tutorials.

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Includes hands on learning projects.

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Approx. 32 hours to complete

English

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Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Approx. 32 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

David Archer

Offered by

The University of Chicago

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Syllabus - What you will learn from this course

Week1

Week 1

6 hours to complete

Time-Dependent Energy Balance Model

This class is intended to complement a Coursera class called Global Warming I: The Science and Modeling of Climate Change, which presents much of the background to the material here. In this class you'll be using spreadsheets (maybe) and Python (definitely) to do some simple numerical calculations on topics in Earth System Science. The model you'll be working on this week is based on material from Unit 3 of that class, called First Climate Model.

6 hours to complete

2 videos (Total 7 min), 6 readings, 3 quizzes

Week2

Week 2

5 hours to complete

Iterative Runaway Ice-Albedo Feedback Model

The ideas behind this model were explained in Unit 7, Feedbacks, in Part I of this class. First we get to generate simple linear "parameterization" functions of planetary albedo and the latitude to which ice forms (colder = lower latitude ice). Second, for any given value of the solar constant, L, we'll use iteration to find consistent values of albedo and T, to show the effect of the ice albedo feedback on Earth's temperature, running away to fall into the dreaded "snowball Earth".

5 hours to complete

1 video (Total 5 min), 3 readings, 3 quizzes

Week3

Week 3

5 hours to complete

Ice Sheet Dynamics

5 hours to complete

1 video (Total 5 min), 3 readings, 3 quizzes

Week4

Week 4

11 hours to complete

Pressure, Rotation, and Fluid Flow

11 hours to complete

1 video (Total 7 min), 1 reading, 6 quizzes

Reviews

4.1

18 reviews

5 stars
54%
4 stars
22%
3 stars
14%
2 stars
4%
1 star
6%

TOP REVIEWS FROM GLOBAL WARMING II: CREATE YOUR OWN MODELS IN PYTHON

by ASJun 18, 2016

Really good course. Short, content-filled lectures and practical application!

by ISFeb 15, 2017

I would love some more excercises, more modeling concepts. A great experience after all!

by VIJan 29, 2021

Great course, really interesting! The difficulty of the course didn't follow a linear growth, as week 4 was much more difficult than the others.

View all reviews

Frequently Asked Questions

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The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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Global Warming II: Create Your Own Models in Python

Global Warming II: Create Your Own Models in Python

About this Course