New York City faces increasing flood risks. This study combines Flood Vulnerability Index (FVI) and Green Infrastructure (GI) data to explore their relationship. FVI assesses flood-prone areas, while GI—such as rain gardens and green roofs—helps mitigate flooding impacts. The study examines whether GI is effectively deployed in high-risk zones and proposes optimization strategies to enhance urban resilience and water management.