The Sponge City Analysis Model is a framework used to assess and design urban areas that mimic the natural water absorption and purification processes of sponge-like landscapes. It involves analyzing factors such as rainfall patterns, soil permeability, and urban infrastructure to create sustainable and resilient cities.