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Single particle analysis of ambient aerosols in Shanghai during the World Exposition, 2010: two case studies |
Shikang TAO1, Xinning WANG1, Hong CHEN1, Xin YANG1,2( ), Mei LI3, Lei LI3, Zhen ZHOU3 |
1. Department of Environmental Science and Engineering, Fudan University, Shanghai 200433, China; 2. Research Institute for Changing Global Environment, Fudan University, Shanghai 200433, China; 3. School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China |
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Abstract A TSI Model 3800 aerosol time-of-flight mass spectrometer (ATOFMS) was deployed for single-particle analysis in Shanghai during the World Exposition (EXPO), 2010. Measurements on two extreme cases: polluted day (1st May) and clean day (25th September) were compared to show how meteorological conditions affected the concentration and composition of ambient aerosols. Mass spectra of 90496 and 50407 particles were analyzed respectively during the two sampling periods. The ART-2a neural network algorithm was applied to sort the collected particles. Seven major classes of particles were obtained: dust, sea salt, industrial, biomass burning, organic carbon (OC), elementary carbon (EC), and NH4-rich particles. Number concentration of ambient aerosols showed a strong anti-correlation with the boundary layer height variation. The external mixing states of aerosols were quite different during two sampling periods because of different air parcel trajectories. Number fraction of biomass burning particles (43.3%) during polluted episode was much higher than that (21.6%) of clean time. Air parcels from the East China Sea on clean day diluted local pollutant concentration and increased the portion of sea salt particle dramatically (13.3%). The large contribution of biomass burning particles in both cases might be an indication of a constant regional background of biomass burning emission. Mass spectrum analysis showed that chemical compositions and internal mixing states of almost all the particle types were more complicate during polluted episode compared with those observed in clean time. Strong nitrate signals in the mass spectra suggested that most of the particles collected on polluted day had gone through some aging processes before reaching the sampling site.
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Keywords
ambient aerosol
aerosol time-of-flight mass spectrometer
Shanghai
world exposition
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Corresponding Author(s):
YANG Xin,Email:yangxin@fudan.edu.cn
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Issue Date: 05 September 2011
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1 |
Dockery D W, Pope C A, Xu X P, Spengler J D, Ware J H, Fay M E, Ferris B G Jr, Speizer F E. An association between air pollution and mortality in six U.S. cities. The New England Journal of Medicine , 1993, 329(24): 1753–1759 doi: 10.1056/NEJM199312093292401 pmid:8179653
|
2 |
Carmichael G R, Adhikary B, Kulkarni S, D’Allura A, Tang Y, Streets D, Zhang Q, Bond T C, Ramanathan V, Jamroensan A, Marrapu P. Asian aerosols: current and year 2030 distributions and implications to human health and regional climate change. Environmental Science & Technology , 2009, 43(15): 5811–5817 doi: 10.1021/es8036803 pmid:19731681
|
3 |
Schnelle-Kreis J, Küpper U, Sklorz M, Cyrys J, Briedé J J, Peters A, Zimmermann R.Daily measurement of organic compounds in ambient particulate matter in Augsburg, Germany: new aspects on aerosol sources and aerosol related health effects. Biomarkers , 2009, 14(Suppl 1): 39–44 doi: 10.1080/13547500902965997 pmid:19604057
|
4 |
Vedal S, Hannigan M P, Dutton S J, Miller S L, Milford J B, Rabinovitch N, Kim S Y, Sheppard L. The Denver aerosol sources and health (DASH) study: overview and early findings. Atmospheric Environment , 2009, 43(9): 1666–1673 doi: 10.1016/j.atmosenv.2008.12.017
|
5 |
Wang Y, Zhuang G, Tang A, Zhang W, Sun Y, Wang Z, An Z. The evolution of chemical components of aerosols at five monitoring sites of China during dust storms. Atmospheric Environment , 2007, 41(5): 1091–1106 doi: 10.1016/j.atmosenv.2006.09.015
|
6 |
Huang K, Zhuang G, Li J, Wang Q, Sun Y, Lin Y, Fu J.Mixing of Asian dust with pollution aerosol and the transformation of aerosol components during the dust storm over China in spring 2007. Journal of Geophysical Research-Atmospheres , 2010, 115(21):D00K13 doi: 10.1029/2009JD013145
|
7 |
Chan C K, Yao X. Air pollution in mega cities in China. Atmospheric Environment , 2008, 42(1): 1–42 doi: 10.1016/j.atmosenv.2007.09.003
|
8 |
Sullivan R C, Prather K A. Recent advances in our understanding of atmospheric chemistry and climate made possible by on-line aerosol analysis instrumentation. Analytical Chemistry , 2005, 77(12): 3861–3886 doi: 10.1021/ac050716i pmid:15952760
|
9 |
Nash D G, Baer T, Johnston M V. Aerosol mass spectrometry: an introductory review. International Journal of Mass Spectrometry , 2006, 258(1-3): 2–12 doi: 10.1016/j.ijms.2006.09.017
|
10 |
Yang F, Wang X, Zhang Y, Wang X, Chen H, Yang X, Chen J. Real-time, single-particle measurements of ambient aerosols in Shanghai. Frontiers of Chemistry in China , 2010, 5(3): 331–341 doi: 10.1007/s11458-010-0004-0
|
11 |
Yang F, Chen H, Wang X, Yang X, Du J, Chen J. Single particle mass spectrometry of oxalic acid in ambient aerosols in Shanghai: Mixing state and formation mechanism. Atmospheric Environment , 2009, 43(25): 3876–3882 doi: 10.1016/j.atmosenv.2009.05.002
|
12 |
Wang X, Zhang Y, Chen H, Yang X, Chen J, Geng F. Particulate nitrate formation in a highly polluted urban area: a case study by single-particle mass spectrometry in Shanghai. Environmental Science & Technology , 2009, 43(9): 3061–3066 doi: 10.1021/es8020155 pmid:19534114
|
13 |
Wang X, Gao S, Yang X, Chen H, Chen J, Zhuang G, Surratt J D, Chan M N, Seinfeld J H. Evidence for high molecular weight nitrogen-containing organic salts in urban aerosols. Environmental Science & Technology , 2010, 44(12): 4441–4446 doi: 10.1021/es1001117 pmid:20476743
|
14 |
Prather K A, Nordmeyer T, Salt K. Real-time characterization of individual aerosol particles using time-of-flight mass spectrometry. Analytical Chemistry , 1994, 66(9): 1403–1407 doi: 10.1021/ac00081a007
|
15 |
Bhave P V, Fergenson D P, Prather K A, Cass G R. Source apportionment of fine particulate matter by clustering single-particle data: tests of receptor model accuracy. Environmental Science & Technology , 2001, 35(10): 2060–2072 doi: 10.1021/es0017413 pmid:11393988
|
16 |
Rebotier T P, Prather K A. Aerosol time-of-flight mass spectrometry data analysis: a benchmark of clustering algorithms. Analytica Chimica Acta , 2007, 585(1): 38–54 doi: 10.1016/j.aca.2006.12.009 pmid:17386645
|
17 |
Liu D Y, Wenzel R J, Prather K A. Aerosol time-of-flight mass spectrometry during the Atlanta Supersite Experiment: 1. Measurements. Journal of Geophysical Research-Atmospheres , 2003, 108(D7):8426 doi: 10.1029/2001JD001562 pmid:14686320
|
18 |
Bhave P V, Allen J O, Morrical B D, Fergenson D P, Cass G R, Prather K A. A field-based approach for deterimining ATOFMS instrument sensitities to ammonium and nitrate. Environmental Science & Technology , 2002, 36(22): 4868–4879 doi: 10.1021/es015823i pmid:12487311
|
19 |
Pratt K A, Prather K A. Aircraft measurements of vertical profiles of aerosol mixing states. Journal of Geophysical Research , 2010, 115(D11): D11305 doi: 10.1029/2009JD013150
|
20 |
Finlayson-Pitts B J, Pitts J N. Chemistry of the Upper and Lower Atmosphere: Theory, Experiments, and Applications. San Diego , CA: Academic Press, 2000, 355
|
21 |
Shields L G. Single particle characterization, source apportionment, and aging effects of ambient aerosols in Southern California. Dissertation for the Doctoral Degree , San Diego: University of California, San Diego, 2008
|
22 |
Lee S H, Murphy D M, Thomson D S, Middlebrook A M. Nitrate and oxidized organic ions in single particle mass spectra during the 1999 Atlanta Supersite Project. Journal of Geophysical Research , 2003, 108(D7): 8417 doi: 10.1029/2001JD001455
|
23 |
Sullivan R C, Prather K A. Investigations of the diurnal cycle and mixing state of oxalic acid in individual particles in Asian aerosol outflow. Environmental Science & Technology , 2007, 41(23): 8062–8069 doi: 10.1021/es071134g pmid:18186338
|
24 |
Moffet R C, de Foy B, Molina L T, Molina M J, Prather K A. Measurement of ambient aerosols in northern Mexico City by single particle mass spectrometry. Atmospheric Chemistry and Physics , 2008, 8(16): 4499–4516 doi: 10.5194/acp-8-4499-2008
|
25 |
Geagea M L, Stille P, Gauthier-Lafaye F, Millet M. Tracing of industrial aerosol sources in an urban environment using Pb, Sr, and Nd isotopes. Environmental Science & Technology , 2008, 42(3): 692–698 doi: 10.1021/es071704c pmid:18323089
|
26 |
Zhang H, He P J, Shao L M. Flow analysis of heavy metals in MSW incinerators for investigating contamination of hazardous components. Environmental Science & Technology , 2008, 42(16): 6211–6217 doi: 10.1021/es800548w pmid:18767689
|
27 |
Silva P J, Prather K A. Interpretation of mass spectra from organic compounds in aerosol time-of-flight mass spectrometry. Analytical Chemistry , 2000, 72(15): 3553–3562 doi: 10.1021/ac9910132 pmid:10952542
|
28 |
Spencer M T, Prather K A. Using ATOFMS to determine OC/EC mass fractions in particles. Aerosol Science and Technology , 2006, 40(8): 585–594 doi: 10.1080/02786820600729138
|
29 |
Toner S M. Anthropogenic particulate source characterization and source apportionment using aerosol time-of-flight mass spectrometry. Dissertation for the Doctoral Degree , San Diego: University of California, San Diego, 2007: 1-3,139
|
30 |
Dall’Osto M, Harrison R M. Chemical characterisation of single airborne particles in Athens (Greece) by ATOFMS. Atmospheric Environment , 2006, 40(39): 7614–7631 doi: 10.1016/j.atmosenv.2006.06.053 pmid:18458748
|
31 |
Arens F, Gutzwiller L, Baltensperger U, G?ggeler H W, Ammann M. Heterogeneous reaction of NO2 on diesel soot particles. Environmental Science & Technology , 2001, 35(11): 2191–2199 doi: 10.1021/es000207s pmid:11414018
|
32 |
Hughey C A, Hendrickson C L, Rodgers R P, Marshall A G. Elemental composition analysis of processed and unprocessed diesel fuel by electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry. Energy & Fuels , 2001, 15(5): 1186–1193 doi: 10.1021/ef010028b
|
33 |
Chaloulakou A, Kassomenos P, Grivas G, Spyrellis N. Particulate matter and black smoke concentration levels in central Athens, Greece. Environment International , 2005, 31(5): 651–659 doi: 10.1016/j.envint.2004.11.001 pmid:15910961
|
34 |
Martínez C E, Jacobson A R, McBride M B. Lead phosphate minerals: solubility and dissolution by model and natural ligands. Environmental Science & Technology , 2004, 38(21): 5584–5590 doi: 10.1021/es049617x pmid:15575275
|
35 |
Zhang Y, Wang X, Chen H, Yang X, Chen J, Allen J O. Source apportionment of lead-containing aerosol particles in Shanghai using single particle mass spectrometry. Chemosphere , 2009, 74(4): 501–507 doi: 10.1016/j.chemosphere.2008.10.004 pmid:19027137
|
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