Skip to main content

Advertisement

Log in

Physicochemical and isotopic properties of ambient aerosols and precipitation particles during winter in Seoul, South Korea

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

The aim of this study was to characterize the physicochemical properties and microbial communities of particulate matter (PM) in Seoul, Korea. We collected long-term (2017–2019) precipitation samples and PM10 and PM2.5 monitoring data to determine the impact of soluble and insoluble chemical species on the soil surface. Ambient PM10 concentrations were higher than PM2.5 concentrations during the monitoring period, but both decreased during rainfall due to the washing effect of precipitation. PM2.5 particles had a “fluffy” shape and contained sulfur (0.2%), but suspended particles (SPs) contained many carbon particles (approximately 60%). Spherical particles containing metal oxides, Fe and Al, might be originated from coal combustion, wild fires, and metal-refining processes under high-temperature conditions. Dissolved ions in precipitation included those eluted from salts and coal combustion based on the correlation coefficients of Na and Cl (R = 0.953) and F and NO3 (R = 0.706). The δ15N–NO3 and δ34S–SO4 of precipitation were enriched as the atmospheric temperature decreased from 9.8 to −1.6°C, implying the influence of domestic coal combustion. Backward trajectories showed that, in winter, air parcels passed through industrialized cities from China to South Korea. The microbial communities associated with PM were strongly influenced by atmospheric conditions. Proteobacteria (range from 4.6 to 76.7%) and Firmicutes (range from 6.0 to 91.4%) were the most dominant phyla and were significantly affected by changes in the PM2.5 environment. The results indicate that the acidity of precipitation and the composition of aerosols were affected by fossil fuel combustion and mineral dust, and that atmospheric conditions may change as PM2.5 concentrations increase.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Alewell C, Mitchell MJ, Likens GE, Krouse R (2000) Assessing the origin of sulfate deposition at the Hubbard Brook Experimental Forest. J Environ Qual 29:759–767

    CAS  Google Scholar 

  • Andreae MO, Gelencsér A (2006) Black carbon or brown carbon? The nature of light-absorbing carbonaceous aerosols. Atmos Chem Phys 6:3131–3148

    CAS  Google Scholar 

  • Arimoto R, Kim YJ, Kim YP, Quinn PK, Bates TS, Anderson TL, Gong S, Uno I, Chin M, Huebert BJ, Clarke AD, Shinozuka Y, Weber RJ, Anderson JR, Guazzotti SA, Sullivan RC, Sodeman DA, Prather KA, Sokolik IN (2006) Characterization of Asian dust during ACE-Asia. Glob Planet Chang 52:23–56

    Google Scholar 

  • Averill BA, Eldredge P (2012) General chemistry: principles, patterns, and applications. Saylor Academy, Washington

  • Böhlke JK, Coplen TB (1995) Interlaboratory comparison of reference materials for nitrogen-isotope-ratio measurements. In: in Reference and intercomparison materials for stable isotopes of light elements. IAEA-TECDOC, Vienna, p 825

  • Böhlke JK, Mroczkowski SJ, Coplen TB (2003) Oxygen isotopes in nitrate: new reference materials for 18O:17O:16O measurements and observations on nitrate-water equilibration. Rapid Commun Mass Spectrom 17:1835–1846

    Google Scholar 

  • Böhlke JK, Smith RL, Hannon JE (2007) Isotopic analysis of N and O in nitrite and nitrate by sequential selective bacterial reduction to N2O. Anal Chem 79:5888–5895

    Google Scholar 

  • Cakmak S, Dales R, Kauri LM, Mahmud M, Van Ryswyk K, Vanos J, Liu L, Kumarathasan P, Thomson E, Vincent R, Weichenthal S (2014) Metal composition of fine particulate air pollution and acute changes in cardiorespiratory physiology. Environ Pollut 189:208–214

    CAS  Google Scholar 

  • Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336

    CAS  Google Scholar 

  • Casciotti KL, Sigman DM, Hastings MG, Böhlke JK, Hilkert A (2002) Measurement of the oxygen isotopic composition of nitrate in seawater and freshwater using the denitrifier method. Anal Chem 74:4905–4912

    CAS  Google Scholar 

  • Cha S, Srinivasan S, Jang JH, Lee D, Lim S, Kim KS, Jheong W, Lee DW, Park ER, Chung HM, Choe J, Kim MK, Seo T (2017) Metagenomic analysis of airborne bacterial community and diversity in Seoul, Korea, during December 2014, Asian dust event. PLoS One 12(1):e0170693

    Google Scholar 

  • Chen B, Jie D, Shi M, Gao P, Shen Z, Uchida M, Zhou L, Liu K, Hu K, Kitagawa H (2015) Characteristics of 14C and 13C of carbonate aerosols in dust storm events in China. Atmos Res 164:297–303

    Google Scholar 

  • Choung S, Oh J, Han WS, Chon CM, Kwon Y, Shin W (2016) Comparison of physicochemical properties between fine (PM2.5) and coarse airborne particles at cold season in Korea. Sci Total Environ 541:1132–1138

    CAS  Google Scholar 

  • Chu M, Sun C, Chen W, Jin G, Gong J, Zhu M, Yuan J, Dai J, Wang M, Pan Y, Song Y, Ding X, Guo X, Du M, Xia Y, Kan H, Zhang Z, Hu Z, Wu T, Shen H (2015) Personal exposure to PM2.5, genetic variants and DNA damage: a multi-center population-based study in Chinese. Toxicol Lett 235:172–178

    CAS  Google Scholar 

  • Craig H (1961) Isotopic variations in meteoric waters. Science 133:1702–1703

    CAS  Google Scholar 

  • Denjean C, Cassola F, Mazzino A, Triquet S, Chevaillier S, Grand N, Bourrianne T, Momboisse G, Sellegri K, Schwarzenbock A, Freney E, Mallet M, Formenti P (2016) Size distribution and optical properties of mineral dust aerosols transported in the western Mediterranean. Atmos Chem Phys 16:1081–1104

    CAS  Google Scholar 

  • Do TV, Vuong QT, Choi SD (2021)Day–night variation and size distribution of water-soluble inorganic ions in particulate matter in Ulsan, South Korea. Atmos Res 247:105145

    CAS  Google Scholar 

  • Emanuelsson BD, Baisden WT, Bertler NAN, Keller ED, Gkinis V (2015)High-resolution continuous-flow analysis setup for water isotopic measurement from ice cores using laser spectroscopy. Atmos Meas Tech 8:2869–2883. https://doi.org/10.5194/amt-8-2869-2015

    Article  CAS  Google Scholar 

  • Fang YT, Koba K, Wang XM, Wen DZ, Li J, Takebayashi Y, Liu XY, Yoh M (2011) Anthropogenic imprints on nitrogen and oxygen isotopic composition of precipitation nitrate in a nitrogen-polluted city in southern China. Atmos Chem Phys 11:1313–1325

    CAS  Google Scholar 

  • Feng YW, Ogura N, Feng ZW, Zhang FZ, Shimizu H (2003) The concentrations and sources of fluoride in atmospheric depositions in Beijing, China. Water Air Soil Pollut 145:95–107

    CAS  Google Scholar 

  • Fierer N, Liu Z, Rodriguez-Hernandez M, Knight R, Henn M, Hernandez MT (2008)Short-term temporal variability in airborne bacterial and fungal populations. Appl Environ Microbiol 74:200–207

    CAS  Google Scholar 

  • Freyer HD (1991) Seasonal variation of 15N/14N ratios in atmospheric nitrate species. Tellus B 43:30–44

    Google Scholar 

  • Garland JA (2001) On the size dependence of particle deposition. Water, Air Soil Pollut Focus 1:323–332

    CAS  Google Scholar 

  • Ghio AJ, Carraway MS, Madden MC (2012) Composition of air pollution particles and oxidative stress in cells, tissues, and living systems. J Toxicol Environ Health B 15:1–21

    CAS  Google Scholar 

  • Gholampour A, Nabizadeh R, Naseri S, Yunesian M, Taghipour H, Rastkari N, Nazmara S, Faridi S, Mahvi AH (2014) Exposure and health impacts of outdoor particulate matter in two urban and industrialized area of Tabriz, Iran. J Environ Health Sci Eng 12:1–10

    Google Scholar 

  • Guo LC, Bao LJ, She JW, Zeng EY (2014) Significance of wet deposition to removal of atmospheric particulate matter and polycyclic aromatic hydrocarbons: a case study in Guangzhou, China. Atmos Environ 83:136–144

    CAS  Google Scholar 

  • Han X, Guo Q, Liu C, Fu P, Strauss H, Yang J, Hu J, Wei L, Ren H, Peters M, Wei R, Tian L (2016) Using stable isotopes to trace sources and formation processes of sulfate aerosols from Beijing, China. Sci Rep 6:1–14

    Google Scholar 

  • Harris E, Sinha B, Foley S, Crowley JN, Borrmann S, Hoppe P (2012) Sulfur isotope fractionation during heterogeneous oxidation of SO2 on mineral dust. Atmos Chem Phys 12:4867–4884

    CAS  Google Scholar 

  • Hastings MG, Sigman DM, Lipschultz F (2003) Isotopic evidence for source changes of nitrate in rain at Bermuda. J Geophys Res Atmos 108(D24). https://doi.org/10.1029/2003JD003789

  • Heaton THE (1967)15N/14N ratios of nitrate and ammonium in rain at Pretoria, South Africa. Atmos Environ 21:843–852

    Google Scholar 

  • Holsen TM, Noll KE (1992) Dry deposition of atmospheric particles: application of current models to ambient data. Environ Sci Technol 26:1807–1815

    CAS  Google Scholar 

  • Hsu T, Joice R, Vallarino J, Abu-Ali G, Hartmann EM, Shafquat A, DuLong C, Baranowski C, Gevers D, Green JL (2016) Urban transit system microbial communities differ by surface type and interaction with humans and the environment. mSystems 1:e00018-16.

  • Kang J, Choi MS, Yi HI, Song YH, Lee D, Cho JH (2011) A five-year observation of atmospheric metals on Ulleung Island in the East/Japan Sea: temporal variability and source identification. Atmos Environ 45:4252–4262

    CAS  Google Scholar 

  • Kang PG, Mayer B, Mitchell MJ (2012) Comparison of sample preparation methods for stable isotope analysis of dissolved sulphate in forested watersheds. Isot Environ Health Stud 48:410–420

    CAS  Google Scholar 

  • Kelly MJ, Berndt ME (2015) An updated isotopic analysis of sulfur cycling and mixing processes in the St. Louis River Watershed: An MWRAP 2 Final Report. MNDNR, Minnesota

  • Kim J (2008) Transport routes and source regions of Asian dust observed in Korea during the past 40 years (1965–2004). Atmos Environ 42:4778–4789

    CAS  Google Scholar 

  • Kim NJ, Hong SH (1975) Explanatory text of the geologic map of Anyang sheet for 1:50000 scale. Geol Mineral Inst Korea.

  • Kim W, Doh SJ, Yu Y (2012) Asian dust storm as conveyance media of anthropogenic pollutants. Atmos Environ 49:41–50. https://doi.org/10.1016/j.atmosenv.2011.12.034

    Article  CAS  Google Scholar 

  • Kim H, Zhang Q, Heo J (2018) Influence of intense secondary aerosol formation and long-range transport on aerosol chemistry and properties in the Seoul Metropolitan Area during springtime: results from KORUS-AQ. Atmos Chem Phys 18:7149–7168

    CAS  Google Scholar 

  • Kirby CS, Cravotta CA III (2005) Net alkalinity and net acidity 1: theoretical considerations. Appl Geochem 20:1920–1940

    CAS  Google Scholar 

  • Koo JH, Kim J, Lee YG, Park SS, Lee S, Chong H, Cho Y, Kim J, Choi K, Lee T (2020) The implication of the air quality pattern in South Korea after the COVID-19 outbreak. Sci Rep 10:1–11

    Google Scholar 

  • Kwak KH, Han BS, Park K, Moon S, Jin HG, Park SB, Baik JJ (2021)Inter-and intra-city comparisons of PM2.5 concentration changes under COVID-19 social distancing in seven major cities of South Korea. Air Qual Atmos Health 11:1–14

    Google Scholar 

  • Lagzi I, Meszaros R, Gelybo G, Leelossy A (2013) Atmospheric chemistry. Eötvös Loránd University, Budapest

  • Lee KS, Lee CB (1999) Oxygen and hydrogen isotope composition of precipitation and river waters South Korea. J Geol Soc Korea 35:73–84

    Google Scholar 

  • Lee PK, Choi BY, Kang MJ (2015) Assessment of mobility and bio-availability of heavy metals in dry depositions of Asian dust and implications for environmental risk. Chemosphere 119:1411–1421

    CAS  Google Scholar 

  • Liljestrand HM (1985) Average rainwater pH, concepts of atmospheric acidity, and buffering in open systems. Atmos Environ 19:487–499

    CAS  Google Scholar 

  • Lim C, Lee I, Lee SM, Yu JY, Kaufman AJ (2012) Sulfur, oxygen, and hydrogen isotope compositions of precipitation in Seoul, South Korea. Geochem J 46:443–457

    CAS  Google Scholar 

  • Lim C, Jang J, Lee I, Kim G, Lee SM, Kim Y, Kim H, Kaufman AJ (2014) Sulfur isotope and chemical compositions of the wet precipitation in two major urban areas, Seoul and Busan, Korea. J Asian Earth Sci 79:415–425

    Google Scholar 

  • Lim S, Lee M, Kim SW, Laj P (2018) Sulfate alters aerosol absorption properties in East Asian outflow. Sci Rep 8:5172

    Google Scholar 

  • Liu J, Qu W, Kadiiska MB (2009) Role of oxidative stress in cadmium toxicity and carcinogenesis. Toxicol Appl Pharmacol 238:209–214

    CAS  Google Scholar 

  • Mukherjee A, Agrawal M (2017) A global perspective of fine particulate matter pollution and its health effects. Rev Environ Contam Toxicol 244:5–51

    Google Scholar 

  • Nault BA, Campuzano-Jost P, Day DA, Schroder JC, Anderson B, Beyersdorf AJ, Blake DR, Brune WH, Choi Y, Corr CA, Gouw JAD, Dibb J, DiGangi JP, Diskin GS, Fried A, Huey LG, Kim MJ, Knote CJ, Lamb KD, Lee T, Park T, Pusede SE, Scheuer E, Thornhill KL, Woo JH, Jimenez JL (2018) Secondary organic aerosol production from local emissions dominates the organic aerosol budget over Seoul, South Korea, during KORUS-AQ. Atmos Chem Phys 18:17769–17800

    CAS  Google Scholar 

  • Neff JC, Reynolds RL, Munson SM, Fernandez D, Belnap J (2013) The role of dust storms in total atmospheric particle concentrations at two sites in the western US. J Geophys Res Atmos 118:201–212

    Google Scholar 

  • NHDES (New Hampshire Department of Environmental Services) (2019) Acid rain, Environmental Fact Sheet BB-8. Concord, New Hampshire

  • Noh YM, Müller D, Shin DH, Lee H, Jung JS, Lee KH, Cribb M, Li Z, Kim YJ (2009) Optical and microphysical properties of severe haze and smoke aerosol measured by integrated remote sensing techniques in Gwangju, Korea. Atmos Environ 43:879–888

    CAS  Google Scholar 

  • Ouyang W, Guo B, Cai G, Li Q, Han S, Liu B, Liu X (2015) The washing effect of precipitation on particulate matter and the pollution dynamics of rainwater in downtown Beijing. Sci Total Environ 505:306–314

    CAS  Google Scholar 

  • Pan Y, Tian S, Liu D, Fang Y, Zhu X, Zhang Q, Zheng B, Michalski G, Wang Y (2016) Fossil fuel combustion-related emissions dominate atmospheric ammonia sources during severe haze episodes: evidence from 15N-stable isotope in size-resolved aerosol ammonium. Environ Sci Technol 50:8049–8056

    CAS  Google Scholar 

  • Park MS, Park SH, Chae JH, Choi MH, Song Y, Kang M, Roh JW (2017)High-resolution urban observation network for user-specific meteorological information service in the Seoul Metropolitan Area, South Korea. Atmos Meas Tech 10:1575–1594

    Google Scholar 

  • Park YM, Park KS, Kim H, Yu SM, Noh S, Kim MS, Kim J, Ahn J, Lee M, Seok K, Kim Y, Kim YH (2018) Characterizing isotopic compositions of TC-C, NO3-N, and NH4+-N in PM2.5 in South Korea: impact of China's winter heating. Environ Pollut 233:735–744

    CAS  Google Scholar 

  • Peng YP, Zhu XY, Tian SL, Wang LL, Zhang GZ, Zhou YB, Xu P, Wang YS (2017) Wet deposition and scavenging ratio of air pollutants during an extreme rainstorm in the North China Plain. Atmos Sci Lett 10:348–353

    Google Scholar 

  • Petroff A, Mailliat A, Amielh M, Anselmet F (2008) Aerosol dry deposition on vegetative canopies. Part I: review of present knowledge. Atmos Environ 42:3625–3653

    CAS  Google Scholar 

  • Possanzini M, Buttini P, Di Palo V (1988) Characterization of a rural area in terms of dry and wet deposition. Sci Total Environ 74:111–120

    CAS  Google Scholar 

  • Rao Y, Li H, Chen M, Fu Q, Zhuang G, Huang K (2020) Characterization of airborne microbial aerosols during a long-range transported dust event in Eastern China: bacterial community, influencing factors, and potential health effects. Aerosol Air Qual Res 20:2834–2845

    CAS  Google Scholar 

  • Rückerl R, Schneider A, Breitner S, Cyrys J, Peters A (2011) Health effects of particulate air pollution: a review of epidemiological evidence. Inhal Toxicol 23:555–592

    Google Scholar 

  • Ruiz-Gil T, Acuna JJ, Fujiyoshi S, Tanaka D, Noda J, Maruyama F, Jorquera MA (2020) Airborne bacterial communities of outdoor environments and their associated influencing factors. Environ Int 145:106156

    Google Scholar 

  • Russell AG, McRae GJ, Cass GR (1985) The dynamics of nitric acid production and the fate of nitrogen oxides. Atmos Environ 19:893–903

    CAS  Google Scholar 

  • Ryou H, Heo J, Kim SY (2018) Source apportionment of PM10 and PM2.5 air pollution, and possible impacts of study characteristics in South Korea. Environ Pollut 240:963–972

    CAS  Google Scholar 

  • See SW, Balasubramanian R, Wang W (2006) A study of the physical, chemical, and optical properties of ambient aerosol particles in Southeast Asia during hazy and nonhazy days. J Geophys Res Atmos 111(D10):D10S08. https://doi.org/10.1029/2005JD006180

    Article  CAS  Google Scholar 

  • Shi Y, Ji Y, Sun H, Hui F, Hu J, Wu Y, Fang J, Lin H, Wang J, Duan H, Lanza M (2015) Nanoscale characterization of PM2.5 airborne pollutants reveals high adhesiveness and aggregation capability of soot particles. Sci Rep 5:1–10

    Google Scholar 

  • Sigman DM, Casciotti KL, Andreani M, Barford C, Galanter M, Bohlke JK (2001) A bacterial method for the nitrogen isotopic analysis of nitrate in seawater and freshwater. Anal Chem 73:4145–4153

    CAS  Google Scholar 

  • Spurny KR (2000) Aerosol chemical processes in the environment, 1st edn. CRC Press, Florida

  • Squizzato S, Masiol M, Brunelli A, Pistollato S, Tarabotti E, Rampazzo G, Pavoni B (2013) Factors determining the formation of secondary inorganic aerosol: a case study in the Po Valley (Italy). Atmos Chem Phys 13:1927–1939

    Google Scholar 

  • Stumm W, Morgan JJ (1996) Aquatic chemistry: chemical equilibria and rates in natural waters, 3rd edn. John Wiley & Sons, New York

  • Sun X, Luo X, Zhao C, Zhang B, Tao J, Yang Z, Ma W, Liu T (2016) The associations between birth weight and exposure to fine particulate matter (PM2. 5) and its chemical constituents during pregnancy: a meta-analysis. Environ Pollut 211:38–47

    CAS  Google Scholar 

  • Tie X, Huang RJ, Cao J, Zhang Q, Cheng Y, Su H, Chang D, Poschl U, Hoffmann T, Dusek U, Li G, Worsnop DR, O'Dowd CD (2017) Severe pollution in China amplified by atmospheric moisture. Sci Rep 7:15760

    Google Scholar 

  • Wadleigh MA (2004) Sulphur isotopic composition of aerosols over the western North Atlantic Ocean. Can J Fish Aquat Sci 61:817–825

    CAS  Google Scholar 

  • Walters WW, Michalski G (2016) Theoretical calculation of oxygen equilibrium isotope fractionation factors involving various NOy molecules, OH, and H2O and its implications for isotope variations in atmospheric nitrate. Geochim Cosmochim Acta 191:89–101

    CAS  Google Scholar 

  • Weigand MA, Foriel J, Barnett B, Oleynik S, Sigman DM (2016) Updates to instrumentation and protocols for isotopic analysis of nitrate by the denitrifier method. Rapid Commun Mass Spectrom 30:1365–1383

    CAS  Google Scholar 

  • Wu Y, Liu J, Zhai J, Cong L, Wang Y, Ma W, Zhang Z, Li C (2018) Comparison of dry and wet deposition of particulate matter in near-surface waters during summer. PLoS ONE, 13. doi:https://doi.org/10.1371/journal.pone.0199241

  • Yang F, Tan J, Zhao Q, Du Z, He K, Ma Y, Duan F, Chen G, Zhao Q (2011) Characteristics of PM2.5 speciation in representative megacities and across China. Atmos Chem Phys 11:5207–5219

    CAS  Google Scholar 

  • Yeung CW, Stempvoort DRV, Spoelstra J, Bickerton G, Voralek J, Greer CW (2013) Bacterial community evidence for anaerobic degradation of petroleum hydrocarbons in cold climate groundwater. Cold Reg Sci Technol 86:55–68. https://doi.org/10.1016/j.coldregions.2012.10.013

    Article  Google Scholar 

  • Yoo JM, Lee YR, Kim D, Jeong MJ, Stockwell WR, Kundu PK, Oh SM, Shin DB, Lee SJ (2014) New indices for wet scavenging of air pollutants (O3, CO, NO2, SO2, and PM10) by summertime rain. Atmos Environ 82:226–237

    CAS  Google Scholar 

  • Yu X, Cheng T, Chen J, Liu Y (2006) A comparison of dust properties between China continent and Korea, Japan in East Asia. Atmos Environ 40:5787–5797

    CAS  Google Scholar 

  • Zhai Y, Li X, Wang T, Wang B, Li C, Zeng G (2018) A review on airborne microorganisms in particulate matters: composition, characteristics and influence factors. Environ Int 113:74–90

    Google Scholar 

  • Zhang J, Wu L, Fang X, Li F, Yang Z, Wang T, Mao H, Wei E (2018) Elemental composition and health risk assessment of PM10 and PM2.5 in the roadside microenvironment in Tianjin, China. Aerosol Air Qual Res 18:1817–1827

    CAS  Google Scholar 

  • Zhu G, Guo Q, Chen T, Lang Y, Peters M, Tian L, Zhang H, Wang C (2016) Chemical and sulfur isotopic composition of precipitation in Beijing, China. Environ Sci Pollut Res 23:5507–5515

    CAS  Google Scholar 

Download references

Acknowledgements

The authors are grateful to Professor Jinho Ahn of Seoul National University for giving various scientific advices and collecting PM2.5 samples. This research was mainly supported by the Basic Science Research Program through the National Research Foundation of Korea granted by the Ministry of Education (NRF-2017R1A6A3A01008897 and NRF-2018R1D1A1B07044596). This research was supported by the Basic Research Project (21-3411) of the Korea Institute of Geoscience and Mineral Resources (KIGAM) granted by the Ministry of Science and ICT.

Funding

This work was supported by the Basic Science Research Program through the National Research Foundation of Korea granted by the Ministry of Education (NRF-2017R1A6A3A01008897 and NRF-2018R1D1A1B07044596). It was also supported by the Basic Research Project (21-3411) of the Korea Institute of Geoscience and Mineral Resources (KIGAM) granted by the Ministry of Science and ICT.

Author information

Authors and Affiliations

Authors

Contributions

Hanna Choi: Conceptualization, Methodology, Data curation, Formal analysis, Investigation, Writing - original draft. Heejo Lee: Methodology, Data curation, Formal analysis, Resources. Dong-Hun Kim: Methodology, Data curation, Formal analysis, Resources. Kang-Kun Lee: Supervision, Writing -review & editing. Yong Cheol Kim: Funding acquisition, Writing - review & editing.

Corresponding author

Correspondence to Kang-Kun Lee.

Ethics declarations

Ethical approval

Not applicable

Consent to participate

Not applicable

Consent for publication

Not applicable

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Gerhard Lammel

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

Fig. 10
figure 10

Variation of the daily PM10 (black solid line) and PM2.5 (red solid line) concentrations for 2017 to 2020 and outlier values for each year (blue dots)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Choi, H., Lee, H., Kim, DH. et al. Physicochemical and isotopic properties of ambient aerosols and precipitation particles during winter in Seoul, South Korea. Environ Sci Pollut Res 29, 11990–12008 (2022). https://doi.org/10.1007/s11356-021-16328-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-16328-6

Keywords

Navigation