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YouTube

Navigating Change - AI in Arctic Sea Ice Forecasting

Alan Turing Institute via YouTube

Overview

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Explore how artificial intelligence is revolutionizing Arctic sea ice forecasting in this 28-minute podcast episode from the Alan Turing Institute. Discover the critical importance of predicting sea ice conditions as the Arctic undergoes rapid climate change, and learn about IceNet, an innovative AI model that's transforming environmental forecasting. Join hosts Amelia Jabry and Dr. Sophie Arana as they interview Dr. Ellie Bowler from the British Antarctic Survey to examine the technical aspects of IceNet and its practical applications in wildlife conservation. Understand how AI models compare to traditional physics-based forecasting approaches and why human expertise remains essential in AI collaboration. Delve into the specific challenges of sea ice forecasting and explore how these predictions support caribou migration research and broader conservation efforts. Examine the impact of human activities on Arctic wildlife and discover innovative conservation methods being developed to protect vulnerable ecosystems. Learn about the vital role these forecasting tools play in supporting indigenous communities and wildlife that depend on the frozen Arctic landscape. Gain insights into the future development of IceNet and the expanding role of AI in addressing urgent environmental challenges, while accessing additional resources about environmental forecasting, IceNet technology, and the researchers' publications.

Syllabus

00:00 Introduction to Arctic Climate Change
00:39 Meet the your host Amelia and co-host Dr Sophie Arana 
00:57 Understanding the Role of a Research Application Manager
01:47 Introduction to ICE Net
02:47 AI vs. Traditional Physics-based Forecasting Models
03:40 Human Expertise and AI Collaboration
04:56 Introducing Dr. Ellie Bowler and her sea ice and caribou migration forecasting research
06:21 Challenges in Sea Ice Forecasting
10:01 Caribou Migration and Conservation
12:30 Impact of Human Activities on Arctic Wildlife
16:38 Innovative Conservation Methods
23:25 Future of ICE Net and AI in Conservation
26:54 Conclusion and Further Resources

Taught by

Alan Turing Institute

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