Hopefully there's a high-quality SAR imagery dataset (possibly from UMBRA).
GLIC
# Great Lakes IceCast (GLIC) A computer-vision system that integrates satellite imagery and weather data to deliver 3-day Great Lakes ice forecasts for USCG icebreaking and shipping support.
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