Published November 21, 2021
| Version v2
Presentation
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AI for Climate Action
Description
This presentation was given by Alejandro Coca-Castro, Research Fellow in Environment & Sustainability at The Alan Turing Institute, to the MSc module AI for Sustainable Development (COMP0173) at University College London (UCL) in November 21, 2024.
Outline:
- About me
- Context
- AI for Weather
- History
- Forecast types
- Progress, limitations and next steps in Medium Range Weather Forecasting
- Example of AI for Sea-Ice Forecasting (prepared by Bryn Ubald
- AI for Weather in Action
- Opportunity to Reform Early Warning System
- Challenges
- Reuse and Governance
- Environmental Impac
- Digital Divide
- Getting Started
Resources:
BLOG POST
- Inside The Forecast Factory: how AI is set to revolutioniseweather forecasting: https://blogs.sw.siemens.com/simcenter/how-ai-is-set-to-revolutionise-weather-forecasting/
- Met Office. History of numerical weather prediction. https://www.metoffice.gov.uk/weather/learn-about/how-forecasts-are-made/computer-models/history-of-numerical-weather-prediction
TALKS
- Professor Richard Turner, The Quiet AI Revolution in Weather Forecasting, https://www.youtube.com/watch?v=JGn18WH0d6s
- Scott Hosking, Climate Science Challenges and Opportunities for ML, https://www.youtube.com/watch?v=PO7lRleEJBs
TECHNICAL PAPER
Files
slides_UCL_MScAIforSustainableDevelopment _24_11.pdf
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(7.6 MB)
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