title: Vertical characteristics of levels and potential sources of water-soluble ions in PM₁₀ in a Chinese megacity.
abstract: To investigate the vertical characteristics of ions in PM10 as well as the contributions and possible locations of their sources, eight water-soluble ions were measured at four heights simultaneously along a meteorological tower in Tianjin, China. The total ion concentrations showed a general decreasing trend with increasing height, ranging from 64.94μgm(-3) at 10m to 44.56μgm(-3) at 220m. NH4(+), SO4(2-) and NO3(-) showed higher height-to-height correlations. In addition, relationships between ions are discussed using Pearson correlation coefficients and hierarchical clustering analysis (HCA), which implied that, for each height, the correlations among NH4(+), SO4(2-) and NO3(-) were higher. Finally, sources were identified qualitatively by the ratio of certain ions and quantitatively by principal component analysis/multiple linear regression (PCA/MLR) and positive matrix factorisation (PMF). Secondary sources played a dominant role for PM10 and water-soluble ions at four heights and became more important at greater heights (the percentage contributions were 43.04-66.41% for four heights by PCA/MLR and 46.93-67.62% by PMF). Then, the redistributed concentration field (RCF) combined with PCA/MLR and PMF was applied, which indicated the high potential source regions. The vertical characteristics of the levels, relationships, source contributions and locations would support the effective management of the water-soluble ions in particulate matter.
authors: State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300071, China.
authors: Ying-Ze
authors: YZ
authors: Tian
authors: Guo-Liang
authors: GL
authors: Shi
authors: Su-Qin
authors: SQ
authors: Han
authors: Yu-Fen
authors: YF
authors: Zhang
authors: Yin-Chang
authors: YC
authors: Feng
authors: Gui-Rong
authors: GR
authors: Liu
authors: Li-Jie
authors: LJ
authors: Gao
authors: Jian-Hui
authors: JH
authors: Wu
authors: Tan
authors: T
authors: Zhu
mesh_terms: D000393:Air Pollutants / Q000032:analysis*; D002681:China; D007477:Ions / Q000032:analysis*; D008962:Models, Theoretical; D009566:Nitrates / Q000032:analysis; D052638:Particulate Matter / Q000032:analysis*; D012995:Solubility; D013431:Sulfates / Q000032:analysis
chemical_list: D000393:Air Pollutants; D007477:Ions; D009566:Nitrates; D052638:Particulate Matter; D013431:Sulfates