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UChicago - Global Warming II: Create Your Own Models in Python 

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Global Warming II: Create Your Own Models in Python
 at 
Coursera 
Overview

Duration

32 hours

Total fee

Free

Mode of learning

Online

Official Website

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Credential

Certificate

Global Warming II: Create Your Own Models in Python
 at 
Coursera 
Highlights

  • Earn a certificate from the University of Chicago upon completion of course.
  • Earn a shareable certificate upon completion.
  • Flexible deadlines according to your schedule.
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Global Warming II: Create Your Own Models in Python
 at 
Coursera 
Course details

Skills you will learn
More about this course
  • 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.

Global Warming II: Create Your Own Models in Python
 at 
Coursera 
Curriculum

Time-Dependent Energy Balance Model

Welcome

How the Model Works

Scripting and Spreadsheets

Tips for Using Spreadsheets for Numerical Simulation

Tips for Getting Started Coding

Model Formulation

How to Solve Using a Spreadsheet

How to Encode into Python or Fortran

Code Tricks: Heat Capacity, Time Steps, and Equilibration Time

Iterative Runaway Ice-Albedo Feedback Model

How the Model Works

Parameterized Relationship Between T, Ice Latitude, and Albedo

Spreadsheet Instructions

Coding Instructions

Code Trick: Hysteresis Into and Out Of the Snowball

Ice Sheet Dynamics

How the Model Works

Model Formulation

Spreadsheet Tips

Coding

Code Tricks: Time Steps, Snowfall, and Elevation

Pressure, Rotation, and Fluid Flow

How the Model Works

Model Description

Code Trick: Geostrophic Flow and a Drifting Rossby Wave

Code Trick: Gyre Circulation with Westward Intensification

A Model of Climate Changes Today

How the Model Works

Description of the Model Formulation

Tips for Solving in a Spreadsheet

Tips for Encoding

Survey on MOOC technology

Code Trick: Aerosol Masking and Our Future

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Global Warming II: Create Your Own Models in Python
 at 
Coursera 

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