Digital Innovation Team

jambyr

James Byrne

Principal Software Engineer

matsco

Matthew Gascoyne

Research Software Engineer

dalby

David Wilby

Research Software Engineer

bryald

Bryn Ubald

Research Software Engineer

thozwa

Thomas Zwagerman

Research Software Engineer

AI sea ice forecasts for Arctic conservation: A case study predicting the timing of caribou sea ice migrations

28 May, 2025 by Ellen Bowler, James Byrne, Scott Hosking, Jeremy Wilkinson, Martin Rogers, Rachel Cavanagh, Tom Andersson

Every autumn on the south coast of Victoria Island (Nunavut, Canada), endangered Dolphin and Union (DU) caribou (Rangifer tarandus groenlandicus x pearyi) wait for sea ice to form before continuing…

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Seasonal Arctic sea ice forecasting with probabilistic deep learning

26 August, 2021 by Dani Jones, Emily Shuckburgh, James Byrne, Scott Hosking, Jeremy Wilkinson, Tony Phillips, Tom Andersson

Anthropogenic warming has led to an unprecedented year-round reduction in Arctic sea ice extent. This has far-reaching consequences for indigenous and local communities, polar ecosystems, and global climate, motivating the…

Read more on Seasonal Arctic sea ice forecasting with probabilistic deep learning