https://github.com/shankarj67/Awesome-Climate-Change-AI

A curated list of awesome things related to Climate change and AI.
https://github.com/shankarj67/Awesome-Climate-Change-AI

List: Awesome-Climate-Change-AI

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A curated list of awesome things related to Climate change and AI.

• Host: GitHub
• URL: https://github.com/shankarj67/Awesome-Climate-Change-AI
• Owner: shankarj67
• Created: 2019-11-06T15:09:11.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2023-01-22T22:41:36.000Z (almost 2 years ago)
• Last Synced: 2024-11-08T07:02:51.310Z (2 months ago)
• Homepage:
• Size: 1000 Bytes
• Stars: 50
• Watchers: 8
• Forks: 10
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-artificial-intelligence - Awesome Climate Change and AI - A curated list of awesome things related to Climate change and AI. (Other awesome AI lists)

README

        


  




# Awesome Climate Change and AI

> A curated list of awesome things related to Climate change and Machine learning

This is inspired from the content provided on https://www.climatechange.ai/. 

## Contents

- [Resources](#resources)

  - [Official](#official-resources)

  - [Community](#community)

  - [Conferences](#conferences)

  - [Tutorials](#tutorials)

  - [Books](#books)

  - [Courses](#courses)

  - [Videos](#videos)

  - [Paper](#paper)

## Resources

### Official Resources

- [Project Website](https://www.climatechange.ai/) - Official Climate Change website

### Community

- [Climate Change Forum](https://forum.climatechange.ai//) - Discourse Board

- [Study Group](https://t.me/joinchat/KRc01BYfz_UOitAEfq7Eiw) - Group to discuss on climate change related topics.

### Conferences

- [ICML2019](https://www.climatechange.ai/ICML2019_workshop) - All workshop video with slides.

- [NeurIPS 2019](https://www.climatechange.ai/NeurIPS2019_workshop) - Workshop to tackle Climate Change with Machine Learning

### Tutorials

- [Code cenntric youtube](https://www.youtube.com/watch?v=pHdv4o0mfd0&t=124s) - Explanation of the original paper provided by climatechange.ai

### Books

- [The Ugly Fight: Unleashing Artificial Intelligence Against Global Warming](https://www.amazon.com/Ugly-Fight-Unleashing-Artificial-Intelligence-ebook/dp/B07KK2R3BW)

### Courses

- [Global Warming I: The Science and Modeling of Climate Change](https://www.coursera.org/learn/global-warming)

- [Global Warming II: Create Your Own Models in Python](https://www.coursera.org/learn/global-warming-model)

### Videos

- [How Google's DeepMind is Using AI to Tackle Climate Change](https://www.youtube.com/watch?v=ba1tND0B0xk&t=8s)

- [AI vs Climate Change: Insights from the Cutting Edge ](https://www.youtube.com/watch?v=AyHpt8uxwSo&t=49s)

### Paper

- [Research paper on climate change and AI](https://arxiv.org/pdf/1906.05433.pdf)

### Blog

- https://medium.com/@alexmoltzau

- https://www.nationalgeographic.com/environment/2019/07/artificial-intelligence-climate-change/

- https://stanfordmlgroup.github.io/programs/aicc-bootcamp/

- https://medium.com/the-research-nest/how-to-tackle-climate-change-using-machine-learning-8ab12e73d261

# Contribution Guidelines

Contributions are welcome to everyone interested in climate change and AI. I am looking for resources such as books, tutorials, blog etc. on climate change and AI.

Here is how easy this is to contribute:

1. Make an individual pull request for the resources you are adding.

2. If you think something belongs in the wrong category, or think there needs to be a new category, feel free to edit things too.