Today, most of the world’s population lives in cities, and a significant fraction (nearly 40 percent) lives within about 30 miles of a coastline. Predicting local weather patterns and microclimates in these highly populated areas is key to effectively managing energy resources, monitoring air quality, developing a resilient transportation infrastructure, preparing for natural disasters and emergencies, and ensuring national security.