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Article

Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France

Capgemini Engineering—Technology & Engineering Center, 4 Avenue Didier Daurat, 31700 Blagnac, France
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Urban Sci. 2025, 9(12), 541; https://doi.org/10.3390/urbansci9120541
Submission received: 23 September 2025 / Revised: 8 December 2025 / Accepted: 10 December 2025 / Published: 16 December 2025

Abstract

Urban heat vulnerability is an increasing public health concern, particularly in rapidly urbanizing regions of southern France. This study aims to quantify and map the Heat Vulnerability Index (HVI) for Toulouse and to analyze its temporal trends to identify high-risk zones and influencing factors. The assessment integrates recent years’ remote sensing data of pollutant emissions, land use/land cover and land surface temperature, statistical data of climate-related mortalities, and socioeconomic and demographic factors. Following a detailed analysis of recent real-time air quality and weather data from multiple monitoring stations across the city of Toulouse, it was observed that Urban Pollution Island (UPI) and Urban Heat Island (UHI) are closely interlinked phenomena. Their combined effects can significantly elevate the annual mortality risk rate by an average of 2%, as calculated using AirQ+ particularly, in densely populated urban areas. Remote sensing data was processed using Google Earth Engine and all factors were grouped into three key categories: heat exposure, heat sensitivity, and adaptive capacity to derive HVI. Temporal HVI maps were generated and analyzed to identify recent trends, revealing a persistent increase in vulnerability across the city. Comparative results show that 2022 was the most critical summer period, especially evident in areas with limited vegetation and extensive use of heat-absorptive materials in buildings and pavements. The year 2024 indicates resiliency and adaptation although some areas remain highly vulnerable. These findings highlight the urgent need for targeted mitigation strategies to improve public health, enhance urban resilience, and promote overall human well-being. This research provides valuable insights for urban planners and municipal authorities in designing greener, more heat-resilient environments.
Keywords: remote sensing; urban heat resilience; temporal analysis; urban pollution island; public wellbeing; adaptive capacity; heat sensitivity; mortality risk remote sensing; urban heat resilience; temporal analysis; urban pollution island; public wellbeing; adaptive capacity; heat sensitivity; mortality risk

Share and Cite

MDPI and ACS Style

Qureshi, A.M.; Sioud, K.; Zaaoumi, A.; Debono, O.; Bhatia, H.; Ben Taher, M.A. Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France. Urban Sci. 2025, 9, 541. https://doi.org/10.3390/urbansci9120541

AMA Style

Qureshi AM, Sioud K, Zaaoumi A, Debono O, Bhatia H, Ben Taher MA. Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France. Urban Science. 2025; 9(12):541. https://doi.org/10.3390/urbansci9120541

Chicago/Turabian Style

Qureshi, Aiman Mazhar, Khairi Sioud, Anass Zaaoumi, Olivier Debono, Harshit Bhatia, and Mohamed Amine Ben Taher. 2025. "Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France" Urban Science 9, no. 12: 541. https://doi.org/10.3390/urbansci9120541

APA Style

Qureshi, A. M., Sioud, K., Zaaoumi, A., Debono, O., Bhatia, H., & Ben Taher, M. A. (2025). Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France. Urban Science, 9(12), 541. https://doi.org/10.3390/urbansci9120541

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