Squizzato Stefania, Masiol Mauro, Visin Flavia, Canal Andrea, Rampazzo Giancarlo, Pavoni Bruno
Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari Venezia, Dorsoduro 2137, 30123 Venice, Italy.
Environ Sci Process Impacts. 2014 Aug;16(8):1913-22. doi: 10.1039/c4em00111g.
Chemical analyses, receptor modeling and meteorological data were combined to determine the composition and sources of PM2.5 sampled daily in a large area in Italy characterized by a high number of heterogeneous industrial emissions and contiguous to a major urban center. The PM2.5 local background in the area, i.e. the common basic composition and concentrations of PM2.5, was determined. Factor analysis-multiple linear regression analysis (FA-MLRA) was used to identify and quantify the main PM sources. Groups of samples with similar source contributions were then sorted using cluster analysis. The potential source location and the influence of long range transport were investigated by using the conditional probability function (CPF) and the potential source contribution function (PSCF) respectively. On an annual basis, five sources of PM were found relevant. Industrial emissions accounted for 3% of PM mass, whereas the main contribution to PM was related to a combination of ammonium nitrate, combustion (54%) and road traffic (36%), mainly related to urban emissions. The PM2.5 background was estimated to account for 20 μg m(-3). It comprises contributions of 55% ammonium nitrate and combustion, 46% road traffic, 6% fossil fuel combustion and 3% industrial emissions. Source contributions are influenced by both local atmospheric circulation and regional transport.
结合化学分析、受体模型和气象数据,以确定意大利一大片地区每日采样的PM2.5的组成和来源。该地区有大量异质工业排放,且毗邻一个主要城市中心。确定了该地区PM2.5的本地背景,即PM2.5的常见基本组成和浓度。使用因子分析-多元线性回归分析(FA-MLRA)来识别和量化主要的PM来源。然后使用聚类分析对具有相似源贡献的样本组进行分类。分别使用条件概率函数(CPF)和潜在源贡献函数(PSCF)研究潜在源位置和长距离传输的影响。在年度基础上,发现有五个PM来源相关。工业排放占PM质量的3%,而对PM的主要贡献与硝酸铵、燃烧(54%)和道路交通(36%)的组合有关,主要与城市排放有关。估计PM2.5背景占20μg m(-3)。它包括55%的硝酸铵和燃烧、46%的道路交通、6%的化石燃料燃烧和3%的工业排放的贡献。源贡献受本地大气环流和区域传输的影响。