Chua Samuel De Xun, Oguge Otienoh, Oliewo Celestine Atieno, Sserunjogi Richard, Okure Deo, Adong Priscilla, Manyele Asinta, Hussein Tareq, Yang Yuheng, Lu Xixi, Lehtipalo Katrianne, Zaidan Martha Arbayani, Petäjä Tuukka
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, 00014, Finland.
Department of Geography, National University of Singapore, Singapore, 119077, Singapore.
Environ Sci Technol Lett. 2025 Jun 9;12(9):1169-1176. doi: 10.1021/acs.estlett.5c00451. eCollection 2025 Sep 9.
Urban air pollution remains a pressing challenge in rapidly developing economies, particularly in data-scarce regions. This study examined air quality in three major East African citiesKampala, Nairobi, and Dar es Salaamby integrating low-cost air sensors with satellite data to produce 1 km × 1 km resolution daily PM (particulate matter smaller than 2.5 μm) maps from 2019 to 2023. Average PM concentrations were 31.4 ± 6.6 μg/m around Kampala, 21.7 ± 2.8 μg/m around Nairobi, and 33.1 ± 7.4 μg/m around Dar es Salaam, indicating moderate to unhealthy levels of air quality. Unexpectedly, urban centers exhibited lower PM levels than surrounding suburban area. This discrepancy is likely due to combustion-related activities that occur in the suburbs. Such results suggest that air quality mitigation efforts must extend beyond urban centers to suburban areas, where seasonal vegetation loss and combustion processes may drive pollution spikes. Beyond presenting a scalable approach for monitoring air quality in data-scarce regions, this study highlights the importance of localized strategies for urban air quality management.
在快速发展的经济体中,城市空气污染仍然是一个紧迫的挑战,尤其是在数据匮乏的地区。本研究通过将低成本空气传感器与卫星数据相结合,对东非三个主要城市——坎帕拉、内罗毕和达累斯萨拉姆的空气质量进行了研究,以生成2019年至2023年分辨率为1公里×1公里的每日PM(小于2.5微米的颗粒物)地图。坎帕拉周边的平均PM浓度为31.4±6.6微克/立方米,内罗毕周边为21.7±2.8微克/立方米,达累斯萨拉姆周边为33.1±7.4微克/立方米,表明空气质量处于中度至不健康水平。出乎意料的是,城市中心的PM水平低于周边郊区。这种差异可能是由于郊区发生的与燃烧相关的活动。这些结果表明,空气质量缓解措施必须从城市中心扩展到郊区,在郊区,季节性植被损失和燃烧过程可能导致污染峰值。除了提出一种在数据匮乏地区监测空气质量的可扩展方法外,本研究还强调了城市空气质量管理本地化策略的重要性。