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Teaching a Foundation Model to Read SAR and Classify Arctic Sea Ice Concentration

Sea ice concentration mapping is currently a manual craft. National ice services such as the Canadian Ice Service (CIS) and the U.S National Ice Center have analysts look at synthetic aperture radar (SAR) imagery, hand-draw polygons around regions of similar-looking ice, and assign each polygon a concentration value on an arbitrary scale. It works, but…

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ByYolanda Jian Nov 10, 2026

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