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The University of Chicago vía Coursera
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Global Warming II: Create Your Own Models in Python

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  • 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.
  • 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".
  • Ice Sheet Dynamics
    • Ice flows like extra-thick molasses, downhill. The shape of the ice sheet (altitude versus distance across) is determined by the relationship between ice surface slope and the flow rate of the ice.
  • Pressure, Rotation, and Fluid Flow
    • Planetary rotation and fluid flow were explained in Part I of this class, Unit 6, on Weather and Climate.
  • A Model of Climate Changes Today
    • Background for this model was presented in Part I of this class, Unit 9, The Perturbed Carbon Cycle.