Source apportionment of particulate matter in Europe: A review of methods and results
Mar VianaThomas A. J. KuhlbuschXavier QuerolAndrés AlástueyRoy M. HarrisonPhilip K. HopkeWilfried WiniwarterMarko ValliusSönke SzidatAndrê S. H. PrévôtChristoph HueglinH. J. Th. BloemenPeter WåhlinR. VecchiAna Isabel MirandaAnne Kasper‐GieblWilly MaenhautR. Hitzenberger
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Aerosol samples were collected on the route of the Second Chinese National Arctic Research Expedition from July 15 to September 28,2003.The concentrations of water soluble ions(Na+、NH+4、K+、Mg2+、Ca2+、Cl-、MSA、SO2-4、NO-3、C2O24 and CH3COO-) were determined and analyzed to determine their sources.Marine aerosols were the dominant ions.Cl-and Na+ accounted for 60.2% of the total aerosol loading,followed by sulfate.The ions could be divided into four groups by factor analysis,accounting for 83.7% of the variance.Factor 1 included Na+、nss-Mg2+、nss-Ca2+、Cl-and nss-SO2-4,mainly from a mixture of sea salt and continental sources,and accounted for 41.2% of the variance;Factor 2(18.9%) included NH+4、nssK+ and NO-3,mostly from fossil fuel combustion,traffic emissions,and possibly biomass burning;Factor 3(11.9%) included MSA,only from oxidation of dimethylsulfide(DMS);Factor 4(11.6%) included CH3COO-and C2O2-4,mainly from biomass burning in boreal regions.
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Seasonal intensive sampling was undertaken for two weeks during each of four seasons from May 2015 to February 2017 at Niigata-Maki station in Niigata, eastern Japan. Daily mean concentrations of PM2.5 ranged from 4.2 µg m–3 to 33.4 µg m–3 during the observation period, which were lower than Japanese Environmental Quality Standard for PM2.5 (35 µg m–3). The higher concentrations of SO42−, NH4+ and OC were observed in spring and summer, which may result from photochemical activity and secondary OC production. The major chemical components of PM2.5 at Niigata-Maki site were SO42−, NO3−, NH4+, OCM, EC and crustal elements. Compared with data at other urban sites, a lower concentration of EC and NO3− and higher OC/EC ratio were observed at Niigata-Maki site, which may result from no significant stationary source and low vehicular traffic in the rural site. PM2.5 source apportionment was characterized by positive matrix factorization (PMF) analysis, and the results inferred four major sources: sea salt (10.2%), biomass combustion (18.9%), soil dust (13.2%) and secondary aerosol (44.4%). The potential source contribution function (PSCF) analysis suggested that the major sources of secondary aerosol and sea salts were domestic in southwest Japan and the Sea of Japan, whereas the sources of biomass combustion and soil dust in specific seasons were long range transportation from the Northeast Asian continent (NEA). Comparing with previous studies in western Japan, this study showed a large domestic contribution of southwest Japan for secondary aerosol, while a larger contribution of the NEA was observed in the previous studies. Significant contribution of biomass combustion from northeast China in autumn, and local area in Niigata and southwest Japan in the other seasons was uniquely observed in this study.
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