Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing, 100124, China.
Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing, 100124, China; Collaborative Innovation Center of Electric Vehicles in Beijing, Beijing, 100081, China.
Environ Pollut. 2019 Jan;244:495-502. doi: 10.1016/j.envpol.2018.10.087. Epub 2018 Oct 20.
The measurement of aerosols (PM and PM) was conducted during 2016 and 2017 in Beijing, Tangshan and Shijiazhuang, investigating the spatial and temporal variations of aerosols and major chemical components. The WRF-Chem model was applied to simulate the impacts of aerosol direct and semi-direct feedbacks on meteorological factors and identify the source of PM. The results showed that the average annual concentrations were 63.3-88.7 μg/m for PM and 81.3-112 μg/m for PM at the three study cities, and the average seasonal concentration ratios of PM/PM ranged from 64.3% to 86.0%. PM and PM showed a good correlation that the squared correlation coefficients were all higher than 0.9, indicating both mainly came from the same emission sources. Water-soluble inorganic ions and carbonaceous components were major chemical species in PM and PM, accounting for 48.9%-54.1% and 25.6%-27.8% in PM, 48.1%-52.3% and 22.7%-24.7% in PM. Those chemical species showed spatially similar characteristics but pronounced seasonal differences, with higher concentrations in autumn and winter, lower in spring and summer. Aerosol feedbacks had different effects on various meteorological factors. Three study cities monthly-mean incoming solar radiation decreased by 40.6 W/m, 82.2 W/m, 38.4 W/m, and 49.9 W/m; planetary boundary layer height reduced by 54.0 m, 109 m, 32.2 m and 85.2 m; temperature at 2 m decreased by 0.5 °C, 0.8 °C, 0.5 °C and 1.3 °C; relative humidity increased by 1.5%, 2.6%, 1.3% and 4.7% in April, July, October and January, respectively, while wind speed changes were relatively smaller than above factors. Additionally, the major sources of PM in January were identified as transportation in Beijing, while industrial and domestic sources in Tangshan and Shijiazhuang. The obtained results will provide more in-depth and comprehensive understanding of aerosol pollution and management strategies.
在北京、唐山和石家庄进行了 2016 年和 2017 年的气溶胶(PM 和 PM)测量,调查了气溶胶和主要化学成分的时空变化。应用 WRF-Chem 模型模拟气溶胶直接和半直接反馈对气象因素的影响,并确定 PM 的来源。结果表明,三个研究城市的 PM 年平均浓度为 63.3-88.7μg/m3,PM 年平均浓度为 81.3-112μg/m3,PM/PM 季节浓度比范围为 64.3%-86.0%。PM 和 PM 相关性良好,二次相关系数均高于 0.9,表明两者主要来自相同的排放源。水溶性无机离子和碳质成分是 PM 和 PM 中的主要化学成分,分别占 PM 的 48.9%-54.1%和 25.6%-27.8%,占 PM 的 48.1%-52.3%和 22.7%-24.7%。这些化学物质具有空间相似的特征,但季节性差异明显,秋冬季浓度较高,春夏季较低。气溶胶反馈对各种气象因素的影响不同。三个研究城市的月平均入射太阳辐射分别减少了 40.6 W/m、82.2 W/m、38.4 W/m 和 49.9 W/m;边界层高度分别降低了 54.0 m、109 m、32.2 m 和 85.2 m;2 m 处的温度分别降低了 0.5°C、0.8°C、0.5°C 和 1.3°C;4 月、7 月、10 月和 1 月相对湿度分别增加了 1.5%、2.6%、1.3%和 4.7%,而风速变化相对较小。此外,1 月 PM 的主要来源是北京的交通,而唐山和石家庄的工业和民用来源。研究结果将为深入了解气溶胶污染和管理策略提供更全面的认识。