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Correlation analysis of size-resolved airborne particulate matter with classified meteorological conditions

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Abstract

This study analyzed correlations between classified meteorological conditions and size-resolved particulate matter (PM) concentrations over year. Seasonal measurements of airborne PM were conducted on the roof of a university building located in an urban residential area in Ulsan, Korea. A total of 267 daily PM samples were obtained using a nine-stage cascade impactor during the 12-month sampling period (March 2011–March 2012). Among this period, the average PM1.0, PM2.5, PM2.5–10, and PM10 concentrations were the lowest during the summer. The highest and lowest monthly average PM concentrations for all particle size ranges were observed in dry April and humid July, respectively. The PM1.0, PM2.5, PM2.5–10, and PM10 concentrations were negatively correlated (p < 0.01 or 0.05) with humidity level under high humid conditions (>80 %) and under moderate humidity conditions (50–80 %) only during the winter season. PM concentrations also negatively correlated with precipitation (p < 0.01 or 0.05) under heavy (>30 mm) and moderate (10–30 mm) rainfall conditions and only under light rainfall (<10 mm) during the winter season. PM concentrations positively correlated (p < 0.01 or 0.05) with easterly wind speed [strong (>7 m/s) and moderate (3–7 m/s) wind]. Most PM concentrations correlated positively with ambient temperature, however, only on days with an average temperature above 20 °C. High and moderate temperatures negatively correlated with high and moderate humid conditions, while low and extra low temperatures in winter period showed positive correlation with high and moderate humidity.

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References

  • Abas MRB, Oros DR, Simoneit BRT (2004) Biomass burning as the main source of organic aerosol particulate matter in Malaysia during haze episode. Chemosphere 55(8):1089–1095

    Article  Google Scholar 

  • Aleksandropoulou V, Lazaridis M (2004) Spatial distribution of gaseous and particulate matter emissions in Greece. Water Air Soil Pollut 153(1–4):15–34

    Article  Google Scholar 

  • Al-Saadi J, Szykman J, Pierce RB, Kittaka C, Neil D, Chu DA (2005) Improving national air quality forecasts with satellite aerosol observations. Bull Am Meteorol Soc 86(9):1249–1261

    Article  Google Scholar 

  • Avise J, Chen J, Lamb B, Wiedinmyer C, Guenther A, Salathe E, Mass C (2009) Attribution of projected changes in summertime US ozone and PM2.5 concentrations to global changes. Atmos Chem Phys 9:1111–1124

    Article  Google Scholar 

  • Aw J, Kleeman MJ (2003) Evaluating the first-order effect of intra-annual temperature variability on urban air pollution. J Geophys Res Atmos 108:4365

    Article  Google Scholar 

  • Azmi SZ, Latif MT, Ismail AS, Juneng L, Jemain AA (2010) Trend and status of air quality at three different monitoring stations in the Klang Valley, Malaysia. Air Qual Atmos Health 3(1):53–64

    Article  Google Scholar 

  • Begum BA, Kim E, Biswas SK, Hopke PK (2004) Investigation of sources of atmospheric aerosol at urban and semi-urban areas in Bangladesh. Atmos Environ 38:3025–3038

    Article  Google Scholar 

  • Bhaskar BV, Mehta VM (2010) Atmospheric particulate pollutants and their relationship with meteorology in Ahmedabad. Aerosol Air Qual Res 10(4):301–315

    Google Scholar 

  • Brown DC, Barker T, Anger A, Dessens O (2012) Ozone and PM related health co-benefits of climate change policies in Mexico. Environ Sci Policy 17:33–40

    Article  Google Scholar 

  • Buchanan CM, Beverland IJ, Heal MR (2002) The influence of weather-type and long-range transport on airborne particle concentrations in Edinburgh, UK. Atmos Environ 36:5343–5355

    Article  Google Scholar 

  • Chaloulakou A, Kassomenos P, Spyrellis N, Demokritou P, Koutrakis P (2003) Measurements of PM10 and PM2.5 particle concentrations in Athens, Greece. Atmos Environ 37:649–660

    Article  Google Scholar 

  • Chang TY (1984) Rain and snow scavenging of HNO3 vapor in the atmosphere. Atmos Environ 18:191–197

    Article  Google Scholar 

  • Cheng C, Ye H, Kalkstein LS (1992) An evaluation of pollution concentrations in Philadelphia using an automated synoptic approach. Middle States Geogr 25:45–51

    Google Scholar 

  • Chow JC, Watson JG, Chen LWA, Arnott WP, Moosmuller H (2004) Equivalence of elemental carbon by thermal/optical reflectance and transmittance with different temperature protocols. Environ Sci Technol 38:4414–4422

    Article  Google Scholar 

  • Chu SH (2004) PM2.5 episodes as observed in the speciation trends network. Atmos Environ 38:5237–5246

    Article  Google Scholar 

  • Csavina J, Taylor MP, Félix O, Rine KP, Sáez AE, Betterton EA (2014) Size-resolved dust and aerosol contaminants associated with copper and lead smelting emissions: implications for emission human health. Toxicol Manag Vitro 29(7):1952–1962

    Google Scholar 

  • Davies TD (1976) Precipitation scavenging of sulfur dioxide in an industrial area. Atmos Environ 10:879–890

    Article  Google Scholar 

  • Dawson JP, Adams PJ, Pandis SN (2007) Sensitivity of PM2.5 to climate in the Eastern US: a modeling case study. Atmos Chem Phys 7:4295–4309

    Article  Google Scholar 

  • Dominick D, Latif MT, Juahir H, Aris AZ, Zain SM (2012) An assessment of influence of meteorological factors on PM10 and NO2 at selected stations in Malaysia. Sustain Environ Res 22(5):305–315

    Google Scholar 

  • Engelmann RJ (1968) The calculation of precipitation scavenging. In: Slade DH (ed) Metrology and atomic energy, U.S.A.E.C 68-60097, pp 208–218

  • Fang G, Wu Y, Wen C, Lee W, Chang S (2007) Influence of meteorological parameters on particulates and atmospheric pollutants at Taichung Harbor sampling site. Environ Monit Assess 128:259–275

    Article  Google Scholar 

  • Fisher BEA (1982) The transport and removal of sulfur dioxide in a rain system. Atmos Environ 16:775–783

    Article  Google Scholar 

  • Fu TM, Jacob DJ, Heald CL (2009) Aqueous-phase reactive uptake of dicarbonyls as a source of organic aerosol over eastern North America. Atmos Environ 43:1814–1822

    Article  Google Scholar 

  • Giri D, Krishna MV, Adhikary PR (2008) The influence of meteorological conditions on PM10 concentrations in Kathmandu Valley. Int J Environ Res 2(1):49

    Google Scholar 

  • Gupta AK, Patil RS, Gupta SK (2004) A statistical analysis of particulate data sets for Jawaharlal Nehru port and surrounding harbour region in India. Environ Monit Assess 95:295–309

    Article  Google Scholar 

  • Hales JM (1972) Fundamentals of the theory of gas scavenging by rain. Atmos Environ 6:635–650

    Article  Google Scholar 

  • Harrison RM, Yin J, Mark D, Stedman J, Appleby RS, Booker J, Moorcroft S (2001) Studies of coarse particle (2.5–10 μm) component in UK urban atmospheres. Atmos Environ 35:3667–3679

    Article  Google Scholar 

  • Harrison RM, Jones AM, Lawrence RG (2004) Major component composition of PM10 and PM2.5 from roadside and urban background sites. Atmos Environ 38:4531–4538

    Article  Google Scholar 

  • Hieu NT, Lee B-K (2010) Characteristics of particulate matter and metals in the ambient air from a residential area in the largest industrial city in Korea. Atmos Res 98:526–537

    Article  Google Scholar 

  • Iqbal MA, Kim KH, Shon ZH, Sohn JR, Jeon EC, Kim YS, Oh JM (2014) Comparison of Ozone pollution levels at various sites in Seoul, a megacity in Northeast Asia. Atmos Res 138:330–345

    Article  Google Scholar 

  • Jaenicke R (1993) Tropospheric aerosols. In: Hobbs PV (ed) Aerosol-cloud-climate interactions, vol 54. Academic Press, San Diego

    Google Scholar 

  • Jeong JL, Park RJ (2013) Effects of the meteorological variability on regional air quality in East Asia. Atmos Environ 69:46–55

    Article  Google Scholar 

  • Johansson C, Johansson P (2003) Particulate matter in the underground of Stockholm. Atmos Environ 37:3–9

    Article  Google Scholar 

  • Kappos AD, Bruckmann P, Eikmann T, Englert N, Heinrich U, Hoppe P (2004) Health effects of particles in ambient air. Int J Hyg Environ Health 207(4):399–407

    Article  Google Scholar 

  • Khoder MI, Hassan SK (2008) Weekday/weekend differences in ambient aerosol level and chemical characteristics of water-soluble components in the city centre. Atmos Environ 42:7483–7493

    Article  Google Scholar 

  • Kleeman MJ (2008) A preliminary assessment of the sensitivity of air quality in California to global change. Clim Change 87:S273–S292

    Article  Google Scholar 

  • Kuttler W (2012) Climate change on the urban scale—effects and counter-measures in Central Europe. In: Chhetri N (ed) Human and social dimensions of climate change, chap 6. Earth and Planetery Sciences, Intech

  • Lee B-K, Hieu NT (2011) Seasonal variation and sources of heavy metals in atmospheric aerosols in a residential area of Ulsan, Korea. Aerosol Air Qual Res 11:679–688

    Google Scholar 

  • Lesniok M, Malarzewski L, Niedzwiedz T (2010) Classification of circulation types for Southern Poland with an application to air pollution concentration in Upper Silesia. Phys Chem Earth 35:516–522

    Article  Google Scholar 

  • Li P, Xin J, Wang Y, Wang S, Shang K, Liu Z, Li G, Pan X, Wei L, Wang M (2013) Time-series analysis of mortality effects from airborne particulate matter size fractions in Beijing. Atmos Environ 81:253–262

    Article  Google Scholar 

  • Liao H, Chen WT, Seinfeld JH (2006) Role of climate change in global predictions of future tropospheric ozone and aerosols. J Geophys Res Atmos 111:1–18

    Article  Google Scholar 

  • Marcazzan GM, Vaccaro S, Valli G, Vecchi R (2001) Characterisation of PM10 and PM2.5 particulate matter in the ambient air of Milan (Italy). Atmos Environ 35:4639–4650

    Article  Google Scholar 

  • Meng YY, Rull RP, Wilhelm M, Lombardi C, Balmes J, Ritz B (2010) Outdoor air pollution and uncontrolled asthma in the San Joaquin Valley, California. J Epidemiol Community Health 64:12

    Article  Google Scholar 

  • Nguyen HT, Kim MY, Kim KH (2010) The influence of long-range transport on atmospheric mercury on Jeju Island, Korea. Sci Total Environ 408:295–1307

    Article  Google Scholar 

  • Ny MT, Lee B-K (2011) Size distribution of metallic elements in particulate matter from a busy urban area. Aerosol Air Qual Res 11:643–653

    Google Scholar 

  • Ostro B, Lipsett M, Reynolds P, Goldberg D, Hertz A, Garcia C, Henderson KD, Bernstein L (2010) Long-term exposure to constituents of fine particulate air pollution and mortality: results from the California Teachers Study. Environ Health Perspect 118:363–369

    Article  Google Scholar 

  • Pandis SN, Seinfeld JH (1990) On the interaction between equilibration processes and wet or dry deposition. Atmos Environ 24A:2313–2327

    Article  Google Scholar 

  • Pateraki S, Maggos T, Michopoulos J, Flocas HA, Asimakopoulos DN, Vasilakos C (2008) Ions species size distribution in particulate matter associated with VOCs and meteorological conditions over an urban region. Chemosphere 72:496–503

    Article  Google Scholar 

  • Pope CA III, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K (2002) Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. J Am Med Assoc 287(9):1132–1141

    Article  Google Scholar 

  • Pye HOT, Liao H, Wu S, Mickley LJ, Jacob DJ, Henze DK, Seinfeld JH (2009) Effect of changes in climate and emissions on future sulfate-nitrate-ammonium aerosol levels in the United States. J Geophys Res Atmos 114:1–18

    Article  Google Scholar 

  • Querol X, Alastuey A, Rodriguez S, Plana F, Ruiz CR, Cots N, Massagué G, Puig O (2001) PM10 and PM2.5 source apportionment in the Barcelona metropolitan area, Catalonia, Spain. Atmos Environ 35:6407–6419

    Article  Google Scholar 

  • Racherla PN, Adams PJ (2006) Sensitivity of global tropospheric ozone and fine particulate matter concentrations to climate change. J Geophys Res Atmos 111:1–11

    Article  Google Scholar 

  • Saliba NA, El Jam F, El Tayar G, Obeid W, Roumie M (2010) Origin and variability of particulate matter (PM10 and PM2.5) mass concentrations over an Eastern Mediterranean city. Atmos Res 97:106–114

    Article  Google Scholar 

  • Sharma M, Kumar VN, Katiyar SK, Sharma R, Shukla B, Sengupta B (2004) Effects of particulate air pollution on the Respiratory health of subjects who live in three areas in Kanpur, India. Arch Environ Health 59:348–358

    Article  Google Scholar 

  • Shukla JB, Agarwal M, Naresh R (1992) An ecological type nonlinear model for removal mechanism of air pollutants. In: Swartz SE, Slinn WGN (eds) Precipitation scavenging and atmosphere surface exchange, vol 3. Hemisphere Publishing Corpn, Richland, Washington, pp 1255–1263

    Google Scholar 

  • Simpson RW (1990) A model to control emissions which avoid violations of PM10 health standards for both short and long term exposures. Atmos Environ 24A(4):917–924

    Article  Google Scholar 

  • Slinn WGN (1974) The redistribution of gas plume caused by reversible washout. Atmos Environ 8:233–239

    Article  Google Scholar 

  • Smith S, Stribley FT, Milligan P, Barratt B (2001) Factors influencing measurements of PM10 during 1995–1997 in London. Atmos Environ 35:4651–4662

    Article  Google Scholar 

  • Streets DG, Yan F, Chin M, Diehl T, Mahowald N, Schultz M, Wild M, Wu Y, Yu C (2009) Anthropogenic and natural contributions to regional trends in aerosol optical depth, 1980–2006. J Geophys Res 114:00–18

    Article  Google Scholar 

  • Sunyer J, Jarvis D, Gotshi T, Garcia-Esteban R, Jacquemin B, Aguilera I, Ackerman U, de Marco R, Forsberg B, Gislason T, Heinrich J, Norback D, Villani S, Kunzli N (2006) Chronic bronchitis and urban air pollution in an international study. Occup Environ Med 63:836–843

    Article  Google Scholar 

  • Tagaris E, Manomaiphiboon K, Liao KJ, Leung LR, Woo JH, He S, Amar P, Russell AG (2007) Impacts of global climate change and emissions on regional ozone and fine particulate matter concentrations over the United States. J Geophys Res Atmos 112:1–11

    Article  Google Scholar 

  • Volkamer R, Martini FS, Molina LT, Salcedo D, Jimenez JL, Molina MJ (2007) A missing sink for gas-phase glyoxal in Mexico City: formation of secondary organic aerosol. Geophys Res Lett 34:1–5

    Article  Google Scholar 

  • Vukovich FM, Sherwell J (2002) Comparison of fine particles and the relationship between particle variation and meteorology at an urban site and a remote site in the eastern United States. J Air Waste Manag Assoc 52:573–584

    Article  Google Scholar 

  • Wang F, Chen DS, Cheng SY, Li JB, Li MJ, Ren ZH (2010) Identification of regional atmospheric PM10 transport pathways using HYSPLIT, MM5-CMAQ and synoptic pressure pattern analysis. Environ Model Softw 25:927–934

    Article  Google Scholar 

  • Wilson AM, Salloway JC, Wake CP, Kelly T (2004) Air pollution and the demand for hospital services: a review. Environ Int 30:1109–1118

    Article  Google Scholar 

  • Wise EK, Comrie AC (2005) Meteorologically adjusted urban air quality trends in the southwestern United States. Atmos Environ 39:2969–2980

    Article  Google Scholar 

  • Xiao S, Wang QT, Cao JJ, Huang RJ, Chen WD, Han YM, Xu HM, Liu SX, Zhou YQ, Wang P, Zhang JQ, Zhan CL (2014) Long-term trends in visibility and impacts of aerosol composition on visibility impairment in Baoji, China. Atmos Res 149:88–95

    Article  Google Scholar 

  • Zhang HL, Wang YG, Hu JL, Ying Q, Hu XM (2015) Relationships between meteorological parameters and criteria air pollutants in three megacities in China. Environ Res 140:242–254

    Article  Google Scholar 

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Acknowledgments

This study was financially supported by the 2012 Research Funds of Ulsan Green Environment Center.

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Correspondence to Byeong-Kyu Lee.

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Responsible Editor: J.-F. Miao.

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Nguyen, MV., Park, GH. & Lee, BK. Correlation analysis of size-resolved airborne particulate matter with classified meteorological conditions. Meteorol Atmos Phys 129, 35–46 (2017). https://doi.org/10.1007/s00703-016-0456-y

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