HeatMat: Simulation of City Material Impact on Urban Heat Island Effect
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Date
2026
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
The Urban Heat Island (UHI) effect, defined as a significant increase in temperature in urban environments compared to surrounding areas, is difficult to study in real cities using sensor data (satellites or in-situ stations) due to their coarse spatial and temporal resolution. Among the factors contributing to this effect are the properties of urban materials, which differ from those in rural areas. To analyze their individual impact and to test new material configurations, a high-resolution simulation at the city scale is required. Estimating the current materials used in a city, including those on building facades, is also challenging. We propose HeatMat, an approach to analyze at high resolution the individual impact of urban materials on the UHI effect in a real city, relying only on open data. We estimate building materials using street-view images and a pre-trained vision-language model (VLM) to supplement existing OpenStreetMap data, which describes the 2D geometry and features of buildings. We further encode this information into a set of 2D maps that represent the city's vertical structure and material characteristics. These maps serve as inputs for our 2.5D simulator, which models coupled heat transfers and enables random-access surface temperature estimation at multiple resolutions, reaching a 20x speedup compared to an equivalent simulation in 3D.
Description
@article{10.1111:cgf.70376,
journal = {Computer Graphics Forum},
title = {{HeatMat: Simulation of City Material Impact on Urban Heat Island Effect}},
author = {Reinbigler, Marie and Rouffet, Romain and Naylor, Peter and Czerkawski, Mikolaj and Dionelis, Nikolaos and Brunet, Elisabeth and Fetita, Catalin and Martin, Rosalie},
year = {2026},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.70376}
}