@article {19691,
	title = {Seasonal Source Apportionment of PM2.5 in Ningbo, a Coastal City in Southeast China},
	journal = {Aerosol and Air Quality ResearchAerosol and Air Quality ResearchAerosol and Air Quality Research},
	volume = {18},
	number = {11},
	year = {2018},
	note = {Gy5zmTimes Cited:0Cited References Count:73},
	month = {Nov},
	pages = {2741-2752},
	abstract = {With the rapid economic development and urbanization of China, haze and photochemical smog events have been frequently observed during the last decade. To explore the temporal and spatial pollution characteristics in Ningbo, a medium-sized coastal city located in the Yangtze River Delta (YRD) in southeast China, 24-h PM2.5 (particulate matter with aerodynamic diameter \&lt; 2.5 mu m) samples were simultaneously collected at five sites (two urban residential sites, two urban coastal sites, and one suburban site) from winter 2012 to autumn 2013. The average PM2.5 concentration was 53.2 +/- 30.4 mu g m(-3). Furthermore, the concentration exhibited a seasonal variation: It was highest in winter and lowest in summer. The urban residential sites had the highest PM2.5 concentrations, followed by the urban coastal sites, and the suburban site had the lowest concentration. OM (Organic Matters) and secondary inorganic ions (sulfate, nitrate, and ammonium) were the dominant components of the PM2.5. As a coastal city with industrial zones, sources are more complex in Ningbo than in inland cities due to ship emissions and the interactions between land and sea, and the marine and atmospheric environments. Positive matrix factorization (PMF) was used to apportion the particle sources. Nine factors were resolved in this study: secondary nitrate, vehicle exhaust, secondary sulfate, coal combustion, industrial emission, ship emission, dust, biomass burning, and aged sea salt, with average contributions of 26\%, 21\%, 13\%, 12\%, 9\%, 7\%, 5\%, 4\%, and 3\%, respectively. Secondary nitrate and vehicle exhaust were the major sources of PM2.5 pollution in Ningbo. Coal combustion contributed significantly in winter and autumn, whereas sea salt formed a considerable contribution in summer. This study suggests that decreasing the PM2.5 pollution in Ningbo requires not only strategies for reducing local primary sources but also joint inter-regional prevention and the control of air pollution in the YRD.},
	keywords = {atmospheric aerosol, chemical-characterization, dust storms, haze pollution, organic-carbon, particulate matter, pm10, pm25, positive matrix factorization, positive matrix factorization (pmf), source apportionment, temporal and spatial distribution, urban, yangtze-river delta},
	isbn = {1680-8584},
	author = {Li, M. R. and Hu, M. and Guo, Q. F. and Tan, T. Y. and Du, B. H. and Huang, X. F. and He, L. Y. and Guo, S. and Wang, W. F. and Fan, Y. G. and Xu, D. D.}
}
