Climate change is altering the intensity, frequency, and characteristics of tropical cyclones, amplifying risks to educational infrastructure across the U.S. Gulf and Eastern coasts. Schools are increasingly vulnerable to Prolonged Unplanned School Closures (PUSCs), defined as unexpected shutdowns lasting seven or more instructional days. While previous research has examined localized school disruptions, few studies have linke...