Covers: theory of Human Climate Change Impacts
Estimated time needed to finish: 10 minutes
Questions this item addresses:
  • What is some background on carbon emissions from our dietary choices?
How to use this item?

Read the abstract and conclusion to get an introduction to carbon footprints of dietary choices.

Author(s) / creator(s) / reference(s)
Sara González-García, Xavier Esteve-Llorens, María Teresa Moreira, Gumersindo Feijoo
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An Introduction to ML in Climate Change

Contributors
Total time needed: ~3 hours
Objectives
Provide an introduction to various climate change issues being addressed with ML
Potential Use Cases
The reader is a data scientist interested in gaining a better understanding of climate change issues they can solve, likely for an independent project
Who is This For ?
BEGINNERData scientists interested in addressing climate issues
Click on each of the following annotated items to see details.
PAPER 1. Tackling Climate Change with Machine Learning
  • What is the best introduction to climate change data science?
60 minutes
OTHER 2. Climate Change AI
  • Where can I find more resources about climate change data science?
10 minutes
VIDEO 3. Climate Change, Technology, and India: An Opportunity in Calamity
  • What is the influence of climate change on developing countries, and how can it be addressed with machine learning?
30 minutes
PAPER 4. Transnational Municipal Networks and Climate Change Adaptation: A Study of 377 Cities
  • What influences cities' adaptation to climate change?
10 minutes
PAPER 5. Tweeting the United Nations Climate Change Conference in Paris (COP21): An Analysis of a Social Network and Factors Determining the Network Influence
  • How do our online networks affect the influence of our messages about climate change?
10 minutes
PAPER 6. Social Determinants of Adaptive and Transformative Responses to Climate Change
  • How do our in-person networks influence our responses to climate change?
10 minutes
OTHER 7. Mapped: The World’s Coal Power Plants
  • What is some more background on worldwide coal usage?
5 minutes
PAPER 8. Carbon Footprint and Nutritional Quality of Different Human Dietary Choices
  • What is some background on carbon emissions from our dietary choices?
10 minutes
OTHER 9. Climate Trace
  • What is an example of an innovative project using AI for climate change?
5 minutes

Concepts Covered

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