An interactive, map-first atlas exploring how extreme heat reshapes retail activity across Seoul — combining the Urban Heat / Urban Sales (UHUS) datasets into a three-dimensional geospatial dashboard of all 25 districts and 422 administrative dongs.
This research was supported by the Center for Advanced Urban Systems (CAUS) at the Korea Advanced Institute of Science and Technology (KAIST), funded by GS E&C, as part of the KRA 5.1 (Data Visualization Interactive Module) research task. This research was also supported by Seoul AI Foundation's 2025 Global Collaborative Research Program in AI.