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AI4SeaIce: selecting loss functions for automated SAR sea ice concentration charting

For maritime navigation in the Arctic, sea ice charts are an essential tool, which still to this day is drawn manually by professional ice analysts. The total Sea Ice Concentration (SIC) is the primary descriptor of the charts and indicates the fraction of ice in an ocean surface area. Naturally, au...

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Detalles Bibliográficos
Autores principales: Kucik, Andrzej, Stokholm, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097860/
https://www.ncbi.nlm.nih.gov/pubmed/37045844
http://dx.doi.org/10.1038/s41598-023-32467-x