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| # W2D3 - Future Climate- I P C C I I& I I I Socio- Economic Basis | ||
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| ## Instructor notebooks | ||
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| | | Run | Run | View | | ||
| | - | --- | --- | ---- | | ||
| | Intro | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb?flush_cache=true) | | ||
| | Tutorial 1 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial1.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial1.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial1.ipynb?flush_cache=true) | | ||
| | Tutorial 2 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial2.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial2.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial2.ipynb?flush_cache=true) | | ||
| | Tutorial 3 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial3.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial3.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial3.ipynb?flush_cache=true) | | ||
| | Tutorial 4 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial4.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial4.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial4.ipynb?flush_cache=true) | | ||
| | Tutorial 5 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial5.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial5.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial5.ipynb?flush_cache=true) | | ||
| | Tutorial 6 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial6.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial6.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/instructor/W2D3_Tutorial6.ipynb?flush_cache=true) | | ||
| | Outro | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb?flush_cache=true) | | ||
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| ## Student notebooks | ||
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| | | Run | Run | View | | ||
| | - | --- | --- | ---- | | ||
| | Intro | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Intro.ipynb?flush_cache=true) | | ||
| | Tutorial 1 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial1.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial1.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial1.ipynb?flush_cache=true) | | ||
| | Tutorial 2 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial2.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial2.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial2.ipynb?flush_cache=true) | | ||
| | Tutorial 3 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial3.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial3.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial3.ipynb?flush_cache=true) | | ||
| | Tutorial 4 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial4.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial4.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial4.ipynb?flush_cache=true) | | ||
| | Tutorial 5 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial5.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial5.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial5.ipynb?flush_cache=true) | | ||
| | Tutorial 6 | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial6.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial6.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/student/W2D3_Tutorial6.ipynb?flush_cache=true) | | ||
| | Outro | [](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb) | [](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb) | [](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D3_FutureClimate-IPCCII&IIISocio-EconomicBasis/W2D3_Outro.ipynb?flush_cache=true) | | ||
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tutorials/W2D3_TheSocioeconomicsofClimateChange/W2D3_DaySummary.ipynb
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "3b83976b", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "# Day Summary" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "f2b474b6", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "This day's tutorials focused on the socioeconomic projections regarding the future of the climate emergency. The content centered around the shared socioeconomic pathways framework used by the IPCC and is more knowledge-based than skills-based compared with other days.\n", | ||
| "\n", | ||
| "The day began with a tutorial that summarizes the socio-economic history of growth & limits to physical growth as a parent problem within which the climate emergency arises. You explored the consequences of resource limitations in the computational part of this tutorial through the world3 model.\n", | ||
| "\n", | ||
| "The next tutorial dove into a formulation of the economics of climate change beginning with goal setting and then the main concepts and methods to finding optimal economic plans. You learned about the economic models used in the SSP framework, integrated assessment models (IAMs), and the modeling practice that uses them to make projections. The computational part of the tutorial first walked you through some graphical exercises that illustrate basic economic concepts before running a simple IAM (the RICE model) under various parameter settings.\n", | ||
| "\n", | ||
| "The third tutorial presented the SSP framework in which IAMs are used. You learned how the five SSP narratives were constructed and integrated with physical modeling efforts to define the full set of SSP pathways. You then got a glimpse of what an IAM used in this project consists of and saw the results through important metrics like energy use and greenhouse gas emissions. The computational part of the tutorial took off from a critique of the SSP framework to motivate playing with MARGO, a simple model with more, and more dynamic mitigation controls.\n", | ||
| "\n", | ||
| "Finally, the fourth tutorial on public opinion focussed on climate action psychology and values-based communication. The computational exercise had you analyze public sentiment through analysis of a large dataset of Twitter messages." | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 3 (ipykernel)", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.10.8" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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tutorials/W2D3_TheSocioeconomicsofClimateChange/W2D3_Intro.ipynb
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "df1a0a21", | ||
| "metadata": { | ||
| "execution": {} | ||
| }, | ||
| "source": [ | ||
| "# Intro" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "6013efcc", | ||
| "metadata": { | ||
| "execution": {} | ||
| }, | ||
| "source": [ | ||
| "## Overview" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "dfaee097", | ||
| "metadata": { | ||
| "execution": {} | ||
| }, | ||
| "source": [ | ||
| "Up to today, you have studied models of our climate system. Today, we will begin to model the (in many ways more complex!) system of society’s economy and how climate impacts them. " | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "8f148ec9-ab3b-4819-823e-d204841638e4", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## TODO Day Learning Objectives" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "2e6967f7-96b3-43ff-8d38-3840479a75a5", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "1. Describe the logic behind the socioeconomic pathway framework, and explain how the pathways differ from one another in both climate and socioeconomic variables using CMIP6 data and integrated assessment modeling results, respectively (building off of W2D1).\n", | ||
| "2. Examine the strengths and weaknesses of integrated assessment modeling practice and compare models whose results are included in the IPCC reports and understand how these results impact the report’s conclusions.\n", | ||
| "3. Examine the socioeconomic factors at the origin of anthropogenic warming and a *Just Transition*.\n", | ||
| "\n" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "colab": { | ||
| "collapsed_sections": [], | ||
| "include_colab_link": true, | ||
| "name": "W2D3_Intro", | ||
| "toc_visible": true | ||
| }, | ||
| "kernel": { | ||
| "display_name": "Python 3", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "kernelspec": { | ||
| "display_name": "Python 3 (ipykernel)", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.9.18" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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tutorials/W2D3_TheSocioeconomicsofClimateChange/W2D3_Outro.ipynb
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "175cc467", | ||
| "metadata": { | ||
| "execution": {} | ||
| }, | ||
| "source": [ | ||
| "# Outro" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "2e5c1afd", | ||
| "metadata": { | ||
| "execution": {} | ||
| }, | ||
| "source": [ | ||
| "Now that you have a sense for the complexity nestled within Integrated Assessment Modeling and socioeconomic phenomena, you will look at how we try to coarse grain that complexity when applying our understanding of climate to assess extreme events and vulnerability. " | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "colab": { | ||
| "collapsed_sections": [], | ||
| "include_colab_link": true, | ||
| "name": "W2D3_Outro", | ||
| "toc_visible": true | ||
| }, | ||
| "kernel": { | ||
| "display_name": "Python 3", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "kernelspec": { | ||
| "display_name": "Python 3 (ipykernel)", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.9.18" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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