This research examines why businesses remain in disaster-prone regions despite increasing climate risks. Using satellite imagery and business location data, it shows that firms often stay because local supplier networks, skilled labor pools, and community relationships create valuable economic advantages. Strengthening community resilience may therefore be more effective than encouraging relocation.

This research investigates whether small mangrove patches can effectively protect coastal areas from hurricanes. Using insect biodiversity and environmental DNA, it evaluates ecosystem functionality across patch sizes. The goal is to identify the minimum viable size for resilient mangrove systems, informing urban planning and improving coastal protection in space-limited environments.