Yoonji Kim

A heat-network diagnostic framework for climate-responsive land-use planning: long-term evidence from the Seoul Metropolitan Area

Extreme heat poses a critical challenge for urban land-use planning, yet most urban heat island studies remain focused on static hotspot mapping with limited planning integration. This study develops a structured heat-network diagnostic framework to examine how land-use change an...