Editing Welcome to the Climate Change AI Wiki

Jump to navigation Jump to search

Warning: You are not logged in. Your IP address will be publicly visible if you make any edits. If you log in or create an account, your edits will be attributed to your username, along with other benefits.

The edit can be undone. Please check the comparison below to verify that this is what you want to do, and then publish the changes below to finish undoing the edit.

Latest revision Your text
Line 1: Line 1:
The aim of this wiki is to help foster impactful research to tackle climate change, by identifying areas for a useful implementation of machine learning (ML).
+
The aim of this wiki is to help foster impactful research to tackle the climate crisis, by identifying problems where ML can be useful. This wiki is maintained and moderated by members of [https://www.climatechange.ai/ CCAI].
   
The scope of machine learning solutions to address climate change goes far beyond the intersection we address here. Tackling climate change requires cooperation between diverse stakeholders, domain scientists, and action in many forms. Whether you are a machine learning researcher looking to apply your skills to combat climate change, or an early career researcher aiming to have a meaningful impact in your career, a practitioner in one of the domain science areas looking to apply ML to your problem, or for any other reason you are interested in the intersection of climate change and ML, we hope these pages can help inform and facilitate your research!
+
The scope of solutions to address the climate crisis goes far beyond the intersection we address here; the problems of climate change require cooperation between diverse stakeholders, and action in many forms. But whether you are machine learning researcher looking to apply your skills to combat climate change, a young researcher aiming to have impact in your career, a practitioner in one of these areas looking to apply ML to your problem, or for any other reason are interested in the intersection of climate change and ML, we hope these pages can help inform and facilitate your research!
   
We welcome your contributions and feedback! This wiki is maintained and moderated by members of [https://www.climatechange.ai/about CCAI].
+
We welcome your contributions and feedback! See editing guidelines [[Guidelines|here]].
   
  +
=== General Resources ===
See '''[[Contributing_to_the_CCAI_Wiki|guide on contributing to the CCAI Wiki]]'''. Feel free to start suggesting changes to any of the following pages!
 
   
  +
*[[General Resources]] page
If you would like to discuss your ideas for additional pages or gain moderator privileges, feel free to reach out to CCAI at [mailto:wiki@climatechange.ai wiki@climatechange.ai].
 
  +
*[https://arxiv.org/abs/1906.05433 Tackling Climate Change with Machine Learning] review paper
 
=== Quick start ===
 
 
* [[General Resources]] page
 
* [https://arxiv.org/abs/1906.05433 Tackling Climate Change with Machine Learning] review paper or explore its [https://www.climatechange.ai/summaries interactive summary]!
 
* Explore the [https://www.climatechange.ai/papers Climate Change AI Workshop papers]
 
   
 
=== Topics by Application Area===
 
=== Topics by Application Area===
Line 30: Line 25:
 
====Adaptation====
 
====Adaptation====
   
  +
*[[Climate Science|Climate science]]
 
*[[Climate Change Adaptation|Climate change adaptation]]
 
*[[Climate Change Adaptation|Climate change adaptation]]
 
*[[Biodiversity]]
 
*[[Biodiversity]]
 
*[[Solar Geoengineering|Solar geoengineering]]
 
*[[Solar Geoengineering|Solar geoengineering]]
 
====Climate science====
 
*[[Climate_Modeling_and_Analysis|Climate modeling and analysis]]
 
*[[Weather prediction|Weather forecasting]]
 
   
 
====Tools for Action====
 
====Tools for Action====
   
 
*[[Public Policy and Decision Science|Public policy and decision science]]
 
*[[Public Policy and Decision Science|Public policy and decision science]]
  +
*[[Economics]]
*[[Climate and Environmental Economics|Climate and environmental economics]]
 
 
*[[Education]]
 
*[[Education]]
 
*[[Climate Finance|Climate finance]]
 
*[[Climate Finance|Climate finance]]

Please note that all contributions to Climate Change AI Wiki are considered to be released under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) (see Climate Change AI Wiki:Copyrights for details). If you do not want your writing to be edited mercilessly and redistributed at will, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource. Do not submit copyrighted work without permission!

Cancel Editing help (opens in new window)