The Great Lakes region is preparing for the winter of 2026 with innovative strategies to combat the challenges posed by ice formation. The integration of space-based data is at the forefront of these efforts, offering new opportunities to navigate the icy waters that impact the region's $35 billion maritime economy. Michigan, in collaboration with the U.S. Coast Guard, is utilizing satellite-driven predictive models developed by college students to forecast ice pack formations. These models transform raw satellite data into actionable intelligence, providing a lifeline for maritime operations by enhancing the safety and efficiency of shipping routes.