With increasing urbanization and climate change, the impact of heat on cardiovascular (CV) health of urban populations is a growing concern. Accordingly, the aim of this study was to quantify socio-urban vulnerability to heat (SU_VtoH) relevant to CV health in a major European urban area. CV vulnerability to heat (CV_VtoH) was defined as the proportion of CV emergencies that occurred at home during heat days in relation to all indoor CV emergencies. The SU_VtoH was calculated by weighting the values of non-residential buildings’ volume, green roofs, population density, land surface temperature, access to drinking water fountains, and/or fraction of elderly, female, and graduate residents with coefficients derived from spatial and non-spatial regression models. Subsequently, the SU_VtoH was normalized to reach values between 0 and 1, and global and local Moran’s I was used to test its clustering tendency. The SU_VtoH was calculated for the 86 districts of Milan, Italy. It reached a median equal to 0.596 (25th–75th percentile: 0.498–0.667) and showed a small significant tendency to cluster (global Moran's I equal to 0.147). Local Moran’s I identified 10 significant districts characterized by high SU_VtoH and surrounded by neighborhoods also exhibiting high SU_VtoH. In Milan, a total of 322,068 people live in 18 neighborhoods characterized by elevated values of both CV_VtoH and SU_VtoH. This proactive approach to SU_VtoH with a focus on CV health is consistent with global health goals by prioritizing resilient urban environments and protecting individuals before they require clinical intervention.

Geospatial Analysis of Socio-urban Vulnerability to Heat in the Context of Cardiovascular Health

Nawaro, Julia;Gianquintieri, Lorenzo;Caiani, Enrico G.
2026-01-01

Abstract

With increasing urbanization and climate change, the impact of heat on cardiovascular (CV) health of urban populations is a growing concern. Accordingly, the aim of this study was to quantify socio-urban vulnerability to heat (SU_VtoH) relevant to CV health in a major European urban area. CV vulnerability to heat (CV_VtoH) was defined as the proportion of CV emergencies that occurred at home during heat days in relation to all indoor CV emergencies. The SU_VtoH was calculated by weighting the values of non-residential buildings’ volume, green roofs, population density, land surface temperature, access to drinking water fountains, and/or fraction of elderly, female, and graduate residents with coefficients derived from spatial and non-spatial regression models. Subsequently, the SU_VtoH was normalized to reach values between 0 and 1, and global and local Moran’s I was used to test its clustering tendency. The SU_VtoH was calculated for the 86 districts of Milan, Italy. It reached a median equal to 0.596 (25th–75th percentile: 0.498–0.667) and showed a small significant tendency to cluster (global Moran's I equal to 0.147). Local Moran’s I identified 10 significant districts characterized by high SU_VtoH and surrounded by neighborhoods also exhibiting high SU_VtoH. In Milan, a total of 322,068 people live in 18 neighborhoods characterized by elevated values of both CV_VtoH and SU_VtoH. This proactive approach to SU_VtoH with a focus on CV health is consistent with global health goals by prioritizing resilient urban environments and protecting individuals before they require clinical intervention.
2026
Smart Innovation, Systems and Technologies
9789819650682
9789819650699
Cardiovascular health
Geospatial analysis
Socio-urban vulnerability
Urban heat
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1311788
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