Mapping urban heat from citizen-collected data: a scalable Gaussian process approach to correcting for preferential sampling

Ellie K. Kim, Zachary D. Calhoun, Michael H. Bergin +1

The urban heat island (UHI) effect amplifies heat stress in cities, increasing heat-related illness, mortality, sleep disruption, and energy demand. Because UHI intensity varies at…