Articles | Volume 18, issue 8
https://doi.org/10.5194/tc-18-3471-2024
https://doi.org/10.5194/tc-18-3471-2024
Research article
 | 
07 Aug 2024
Research article |  | 07 Aug 2024

The AutoICE Challenge

Andreas Stokholm, Jørgen Buus-Hinkler, Tore Wulf, Anton Korosov, Roberto Saldo, Leif Toudal Pedersen, David Arthurs, Ionut Dragan, Iacopo Modica, Juan Pedro, Annekatrien Debien, Xinwei Chen, Muhammed Patel, Fernando Jose Pena Cantu, Javier Noa Turnes, Jinman Park, Linlin Xu, Katharine Andrea Scott, David Anthony Clausi, Yuan Fang, Mingzhe Jiang, Saeid Taleghanidoozdoozan, Neil Curtis Brubacher, Armina Soleymani, Zacharie Gousseau, Michał Smaczny, Patryk Kowalski, Jacek Komorowski, David Rijlaarsdam, Jan Nicolaas van Rijn, Jens Jakobsen, Martin Samuel James Rogers, Nick Hughes, Tom Zagon, Rune Solberg, Nicolas Longépé, and Matilde Brandt Kreiner

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Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2023-2648', Anonymous Referee #1, 07 Jan 2024
    • AC1: 'Reply on RC1', Andreas Stokholm, 05 Apr 2024
  • RC2: 'Comment on egusphere-2023-2648', Anonymous Referee #2, 16 Feb 2024
    • AC1: 'Reply on RC1', Andreas Stokholm, 05 Apr 2024
  • RC3: 'Comment on egusphere-2023-2648', Anonymous Referee #3, 18 Feb 2024
    • AC1: 'Reply on RC1', Andreas Stokholm, 05 Apr 2024

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
ED: Publish subject to revisions (further review by editor and referees) (18 Apr 2024) by Juha Karvonen
AR by Andreas Stokholm on behalf of the Authors (25 Apr 2024)  Author's tracked changes   Manuscript 
EF by Lorena Grabowski (26 Apr 2024)  Author's response 
ED: Publish subject to minor revisions (review by editor) (14 May 2024) by Juha Karvonen
AR by Andreas Stokholm on behalf of the Authors (21 May 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (31 May 2024) by Juha Karvonen
AR by Andreas Stokholm on behalf of the Authors (07 Jun 2024)  Manuscript 
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Short summary
The AutoICE challenge encouraged the development of deep learning models to map multiple aspects of sea ice – the amount of sea ice in an area and the age and ice floe size – using multiple sources of satellite and weather data across the Canadian and Greenlandic Arctic. Professionally drawn operational sea ice charts were used as a reference. A total of 179 students and sea ice and AI specialists participated and produced maps in broad agreement with the sea ice charts.