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Component Analysis And Source Analysis Of Atmospheric PM2.5 In The Suburbs Of Changzhou In Spring

Posted on:2020-03-03Degree:MasterType:Thesis
Country:ChinaCandidate:W Q HuangFull Text:PDF
GTID:2431330605454633Subject:Environmental engineering
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To investigate the chemical compositions and pollution characteristics of spring fine particles(PM2.5)in Changzhou,a total of 84 PM2.5.5 samples were collected from March 1 to May 30,2017.We measured and analyzed and conventional components,such as water-soluble ions?WSIIs?,carbonaceous components?OC and EC?,Water-soluble organic acid,water-soluble organic carbon?WSOC?,water-soluble organic nitrogen?WSON?and n-alkanes.The water-soluble organic aerosol?WSOA?was also analyzed by an aerodyne soot particle aerosol mass spectrometer?SP-AMS?.Positive matrix factorization?PMF?model was utilized to analyze presumptive sources of PM2.5 systematically and comprehensively at the sampling site,hoping to provide detailed data support for understanding and formulating countermeasures to air pollution in Changzhou.The main verdicts were as shown below:?1?During the sampling period,average daily PM2.5 concentration was?101.97±35.45??g·m-3,and no days were superior air quality.The number of days with good air quality were only accounting for 26.2%of the total days.The air quality during sampling period was dominated by light,moderate and heavy pollution,accounting for 39.3%,21.4%and 13.1%of the total days,respectively.More than 73.8%sampling days exceeded target-2 standard of the national ambient air quality standard of China,which showing that the air pollution in the suburbs was still at a high level.?2?The total WSIIs accounted for 39.9%of PM2.5.5 mass,of which secondary ions(SO42-,NH4+and NO3-)accounted for 81.85%of total WSIIs.The slope of the linear fitted line of anion and cation charge balance?AE/CE?was 1.09,which indicated that PM2.5.5 was weakly acidic.The average of OC/EC ratio was 2.53,indicating PM2.5 was influenced by secondary conversion.Correlation analysis showed that carbonaceous components were mainly contributing by coal and gasoline vehicle exhaust emissions.WSOC accounted for 71.7%of the OC ratio,which was the major component of the OC.Water soluble total nitrogen?WSTN?which in the particles was mainly existed in the form of WSIN?mainly NH4NO3?,while WSON only accounted for 12.9%of WSTN.Simultaneously,it was detected that PM2.5contained formic acid and oxalic acid,and the daily average mass concentrations were 0.24?g·m-3and 0.31?g·m-3,respectively.?3?WSOA included CxHy+?32.1%?,CxHyO+?30.4%?,CxHyO2+?25.4%?,and HyO+?4.7%?identified by SP-AMS.The average oxygen-to-carbon?O/C?,hydrogen-to-carbon?H/C?,nitrogen-to-carbon?N/C?and organic matter-to-organic carbon?OM/OC?ratios of the WSOA were 0.72,1.53,0.04,and 2.15,respectively.Higher O/C indicated the higher contributions from secondary photochemical reaction conversion in Spring.Positive Matrix Factorization?PMF?analysis for AMS mass spectra of WSOA identified three sources,i.e.,hydrocarbon-like?HOA?,semi-volatile oxygenated OA?SVOOA?-biomass burning OA?BBOA?,and low-volatility oxygenated OA?LVOOA?,which on average accounted for18.4%,34.1%,and 47.4%of the total WSOA,respectively.SOA showed great contribution to WSOA during the observation period.?4?The total mass concentration of n-alkanes was 252.37 ng·m-3during sampling period.Among them,medium and high molecular weight n-alkanes?C21-C33?accounted for up to79.7%.Correlation analysis with meteorological parameters showed that the total concentration of n-alkanes was positively correlated with atmospheric pressure.Diagnostic parameters calculated that n-alkanes were affected by both higher plant emissions and anthropogenic sources.Principal component analysis showed that n-alkanes was mainly affected by biological sources,automobile exhaust,coal burning and marine sources.The backward trajectory analysis?HYSPLIT 4.9 model?indicated that the total concentration of n-alkanes in the cluster 1 was the highest.However,there was no significant difference in the proportion of high molecular weight n-alkanes and low molecular weight n-alkanes among different transport paths.High molecular weight n-alkanes accounted for a high proportion?>75%?,indicating a strong contribution from biological sources.?5?The backward trajectory analysis of PM2.5 indicated that cluster 4 accounted for nearly half?46%?and belonged to short-distance transmission.Cluster 1 accounted for 21%of the total trajectory,cluster 2 accounted for 13%,and cluster 3 accounted for 20%,respectively.These three clusters represented long-distance transmission,indicating that fine particles were affected by both local and long-distance sources.Finally,source apportionment results on all components derived from PMF model indicated that the major contributors of PM2.5 were coal combustion?16.2%?,secondary aerosol formation?34.5%?,dust contribution?30.5%?,biomass burning?7.0%?and ocean emission?11.8%?.
Keywords/Search Tags:Fine particle(PM2.5), Soot particle aerosol mass spectrometer(SP-AMS), Positive matrix factorization(PMF), Organic composition, Source apportionment
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