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Updated: Jun 17, 2026

Façade-Level Monitoring of CO2 Variability under Urban Heat Island Conditions using Low-Cost Sensor Data Loggers
Published on: December 12, 2025
Investigating the role of urban shade on ground-level ozone pollution in cities
Ravish Dubey1, Dila Ozberkman1, Lukas Beuster2
1Senseable City Lab, Department of Urban Studies and Planning, Massachusetts Institute of Technology, Cambridge, MA, USA.
Abstract:
Ground-level ozone is a major urban pollutant posing increasing health risks. As cities reduce NOx emissions, ozone concentrations can temporarily increase due to reduced NO titration. This study investigates whether urban shade produced by buildings and trees is associated with street-scale ozone variability. Using high-resolution mobile air quality data and detailed shade modelling across Dublin and Hamburg, this study shows that increased shade coverage is consistently associated with lower ozone concentrations. To evaluate whether this relationship persists under comparable atmospheric conditions, a stratified contrast analysis was performed balancing observations on NO2, time of day, temperature, and wind speed. Across both cities, shaded locations exhibited lower ozone and total oxidant (Ox = O3 + NO2) concentrations, while matched NO2 differences remained small. This indicates that the observed ozone reduction is not readily explained by concurrent NO2 variation alone. The shade-ozone contrast was strongest under low wind conditions and attenuated under higher wind speeds, indicating sensitivity to atmospheric mixing. These findings highlight urban shade as a spatial factor associated with ozone heterogeneity at the street scale and motivate further work to evaluate its role alongside emissions and meteorology in shaping urban air quality.
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