MiSpace Hackathon 2025: Dynamic ice monitoring and characterization through space. - Devpost

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IceScope GL — IceScope GL

IceScope GL shows four-day Great Lakes ice forecasts, lake temperatures, and safe ship routing. A Python pipeline turns lake data into risk layers and route recommendations for faster decisions.

I-SEE — I-SEE

Ice forecasting with physics-based sims!

Nick's MiSpace Hackathon Ice Predictor and Route Creator — Nick's MiSpace Hackathon Ice Predictor and Route Creator

I trained a linear regression model using google colab. The frontend features day selection, hover ice readings, route planning with color-coded ice analysis, GPX export for marine GPS and much more.

Laker IceLabs — Laker IceLabs

A predictive ML pipeline that processes Great Lakes NetCDF ice data and uses a full-resolution U-Net model to generate accurate next-day and multi-day 1024×1024 ice concentration maps.

SJ Ice Analyzer — SJ Ice Analyzer

Use machine learning to predict ice movement across the Great Lakes

GLIC — 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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