Key Laboratory for Earth Surface and Processes, College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China.
Key Laboratory for Earth Surface and Processes, College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China.
Environ Pollut. 2018 May;236:514-528. doi: 10.1016/j.envpol.2018.01.116.
Emissions of air pollutants from primary and secondary sources in China are considerably higher than those in developed countries, and exposure to air pollution is main risk of public health. Identifying specific particulate matter (PM) compositions and sources are essential for policy makers to propose effective control measures for pollutant emissions. Ambient PM samples covered a whole year were collected from three coastal cities of the Bohai Sea. Oxidative potential (OP) was selected as the indicator to characterize associated PM compositions and sources most responsible for adverse impacts on human health. Positive matrix factorization (PMF) and multiple linear regression (MLR) were employed to estimate correlations of PM sources with OP. The volume- and mass-based dithiothreitol (DTT and DTT) activities of PM were significantly higher in local winter or autumn (p < 0.01). Spatial and seasonal variations in DTT and DTT were much larger than mass concentrations of PM, indicated specific chemical components are responsible for PM derived OP. Strong correlations (r > 0.700, p < 0.01) were found between DTT activity and water-soluble organic carbon (WSOC) and some transition metals. Using PMF, source fractions of PM were resolved as secondary source, traffic source, biomass burning, sea spray and urban dust, industry, coal combustion, and mineral dust. Further quantified by MLR, coal combustion, biomass burning, secondary sources, industry, and traffic source were dominant contributors to the water-soluble DTT activity. Our results also suggested large differences in seasonal contributions of different sources to DTT variability. A higher contribution of DTT was derived from coal combustion during the local heating period. Secondary sources exhibited a greater fraction of DTT in summer, when there was stronger solar radiation. Traffic sources exhibited a prevailing contribution in summer, and industry contributed larger proportions in spring and winter. Future abatement priority of air pollution should reduce the sources contributing to OP of PM.
中国一次和二次污染源排放的空气污染物远高于发达国家,而空气污染暴露是主要的公共健康风险。确定特定的颗粒物(PM)成分和来源对于政策制定者提出有效的污染物排放控制措施至关重要。从渤海三个沿海城市采集了一整年的环境 PM 样本。选择氧化势(OP)作为指标,以表征对人体健康有不利影响的相关 PM 成分和来源。采用正定矩阵因子分解(PMF)和多元线性回归(MLR)来估计 PM 源与 OP 的相关性。在当地冬季或秋季,基于体积和质量的二硫苏糖醇(DTT 和 DTT)活性(p<0.01)显著更高。DTT 和 DTT 的空间和季节变化比 PM 的质量浓度大得多,表明特定的化学成分是 PM 衍生的 OP 的原因。DTT 活性与水溶性有机碳(WSOC)和一些过渡金属之间存在很强的相关性(r>0.700,p<0.01)。使用 PMF 解析 PM 源分数为二次源、交通源、生物质燃烧、海雾和城市灰尘、工业、煤炭燃烧和矿物粉尘。进一步通过 MLR 量化,煤炭燃烧、生物质燃烧、二次源、工业和交通源是对水溶性 DTT 活性的主要贡献者。我们的结果还表明,不同来源对 DTT 变化的季节性贡献存在很大差异。在当地供暖期间,煤炭燃烧对 DTT 的贡献更高。夏季二次源显示出更高的 DTT 分数,因为此时太阳辐射更强。夏季交通源表现出更大的贡献,而工业在春季和冬季贡献更大。未来减少空气污染的优先事项应该减少对 PM OP 有贡献的来源。