Skip to main content

Advertisement

Log in

Spatial Distribution and Formation Mechanism of Water-soluble Inorganic Ions in PM2.5 During a Typical Winter Haze Episode in Guilin, China

  • Published:
Archives of Environmental Contamination and Toxicology Aims and scope Submit manuscript

Abstract

A 5-day PM2.5 sampling campaign was conducted during a typical haze episode from December 16 to 20, 2016, at five urban sites and one background site in Guilin, a famous tourist city in Southern China. A total of 30 PM2.5 samples were collected, and water-soluble inorganic ions (WSII) (SO42−, NO3, NH4+, Ca2+, K+, Cl, Na+, and Mg2+) were determined using ion chromatography. Correlation analysis, principal component analysis, and coefficient of divergence were applied to identify the formation mechanisms of secondary inorganic ions, potential sources, and spatial distribution of WSII. The average mass concentrations of PM2.5 at each sampling site were 71.6–127.85 μg m−3, which were more than the National Ambient Air Quality Standard (GB3095-2012, GradeII (35 μg m−3)) in China. SO42− NO3, and NH4+ were the major WSII, accounting for 34.43–40.59% of PM2.5 mass. NO3/SO42− ratio revealed that stationary sources-induced PM2.5 was still remarkable. Cl/Na+ ratio and their strong correlation (r = 0.824) indicated that atmospheric transport from outside urban region played an effective role during the haze episode. Spatial variations of WSII are not pronounced at five urban sites except the background site. High relative humidity and O3 contributed to evidently influence the transformation of SO2 to SO42− but not obvious to NOx oxidation. Finally, the major sources of WSII are identified as the mixture of sea salt, coal combustion, biomass burning, vehicle exhaust and agricultural emissions (66.892%), and fugitive sources (19.7%).

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

Similar content being viewed by others

References

  • Arimoto R, Duce RA, Savoie DL, Prospero JM, Talbot R, Cullen JD, Tomza U, Lewis NF, Jay BJ (1996) Relationships among aerosol constituents from Asia and the north pacific during PEM-west A. J Geophys Res Atomos 101:2011–2023

    Article  CAS  Google Scholar 

  • Booth B, Bellouin N (2015) Climate change: black carbon and atmospheric feedbacks. Nature 519:167–168

    Article  CAS  Google Scholar 

  • Cheng Z, Luo L, Wang SX, Wang YG, Sharma S, Shimadera H, Wang XL, Bressi M, Miranda RM, Jiang JK, Zhou W, Fajardo O, Yan NQ, Hao JM (2016) Status and characteristics of ambient PM2.5 pollution in global megacities. Environ Int 89–90:212–221

    Article  CAS  Google Scholar 

  • Deng JJ, Zhang YR, Hong YW, Xu LL, Chen YT, Du WJ, Chen JS, Du WJ, Chen JS (2016a) Optical properties of PM2.5 and the impacts of chemical compositions in the coastal city Xiamen in China. Sci Total Environ 557–558:665–675

    Article  CAS  Google Scholar 

  • Deng XL, Shi CE, Wu BW, Yang YJ, Jin Q, Wang HL, Zhu S, Yu CX (2016b) Characteristics of the water-soluble components of aerosol particles in Hefei, China. J Environ Sci 42:32–40

    Article  CAS  Google Scholar 

  • Duan FK, Liu XD, Yu T, Cachier H (2004) Identification and estimate of biomass burning contribution to the urban aerosol organic carbon concentrations in Beijing. Atmos Environ 38:1275–1282

    Article  CAS  Google Scholar 

  • Elbayoumi M, Ramli NA, Yusof NFFM (2015) Spatial and temporal variations in particulate matter concentrations in twelve schools environment in urban and overpopulated camps landscape. Build Environ 90:157–167

    Article  Google Scholar 

  • García JH, Li WW, Cárdenas N, Arimoto R, Walton J, Trujillo D (2006) Determination of PM2.5 sources using time-resolved integrated source and receptor. Chemosphere 65:2018–2027

    Article  CAS  Google Scholar 

  • Grimm LG, Yarnold PR (2000) Reading and Understanding More Multivariate Analysis. American Psychological Association, Chapters 3 and 5

  • Han B, Zhang R, Yang W, Bai ZP, Ma ZQ, Zhang WJ (2016) Heavy haze episodes in Beijing during January 2013: inorganic ion chemistry and source analysis using highly time-resolved measurements from an urban site. Sci Total Environ 544:319–329

    Article  CAS  Google Scholar 

  • He QS, Yan YL, Guo LL, Zhang YL, Zhang GX, Wang XM (2017) Characterization and source analysis of water-soluble inorganic ionic species in PM2.5 in Taiyuan city. China Atmos Res 184:48–55

    Article  CAS  Google Scholar 

  • Hong Y, Li CL, Li XL, Ma YJ, Zhang YH, Zhou DP, Wang FF, Liu NW, Chang XJ (2018) Analysis of compositional variation and source characteristics of water-soluble ions in PM2.5 during several winter-haze pollution episodes in Shenyang, China. Atmosphere 9:280

    Article  CAS  Google Scholar 

  • Hsu SC, Liu SC, Huang YT, Chou CCK, Lung SCC, Liu TH, Tu JY, Tsai FJ (2009) Long-range southeastward transport of Asian biomass burning pollution: signature detected by aerosol potassium in northern Taiwan. J Geophys Res 114:D14301

    Article  Google Scholar 

  • Huang K, Zhuang G, Wang Q, Fu JS, Lin Y, Liu T, Han L, Deng C (2014) Extreme haze pollution in Beijing during January 2013: chemical characteristics, formation mechanism and role of fog processing. Atmos Chem Phys 14:47–486

    Article  CAS  Google Scholar 

  • Kato N (1996) Analysis of structure of energy consumption and dynamics of emission of atmospheric species related to the global environmental change (SOx, NOx, and CO2) in Asia. Atmos Environ 30:757–785

    Article  CAS  Google Scholar 

  • Keene WC, Pszenny AAP, Galloway JN, Hawley ME (1986) Sea-salt corrections and interpretation of constituent ratios in marine precipitation. J Geophys Res 91:6647–6658

    Article  CAS  Google Scholar 

  • Liu X, Sun K, Qu Y, Hu M, Sun Y, Zhang F, Zhang Y (2015) Secondary formation of sulfate and nitrate during a haze episode in megacity Beijing, China. Aerosol Air Qual Res 15:2246–2257

    Article  CAS  Google Scholar 

  • Liu JY, Liu ZR, Wen TX, Jl Guo, Huang XJ, Qiao BW, Wang LL, Yang Y, Xu ZJ, Wang YS (2016) Characteristics of the size distribution of water soluble inorganic ions during a typical haze pollution in the Autumn in Shijiazhuang. Environ Sci 37:3258–3267 (in Chinese)

    Google Scholar 

  • Niu XY, Cao JJ, Shen ZX, Ho SSH, Tie XX, Zhao SY, Xu HM, Zhang T, Huang RJ (2016) PM2.5 from the Guanzhong Plain: chemical composition and implications for emission reductions. Atmos Environ 147:458–469

    Article  CAS  Google Scholar 

  • Ohta S, Okita T (1990) A chemical characterization of atmospheric aerosol in Sapporo. Atmos Environ Part A 24:815–822

    Article  Google Scholar 

  • Ouyang W, Gao B, Cheng HG, Hao ZC, Wu N (2018) Exposure inequality assessment for PM2.5 and the potential association with environmental health in Beijing. Sci Total Environ 635:769–778

    Article  CAS  Google Scholar 

  • Pan YP, Wang YS, Tang GQ, Wu D (2012) Wet and dry deposition of atmospheric nitrogen at ten sites in Northern China. Atmos Chem Phys 12:6515–6535

    Article  CAS  Google Scholar 

  • Pathak RK, Liou PKK, Chan CK (2004a) Characteristics of aerosol acidity in Hong Kong. Atmos Environ 38:2965–2974

    Article  CAS  Google Scholar 

  • Pathak RK, Yao XH, Chan CK (2004b) Sampling artifacts of acidity and ionic species in PM2.5. Environ Sci Technol 38:254–259

    Article  CAS  Google Scholar 

  • Pathak RK, Wu WS, Wang T (2009) Summertime PM2.5 ionic species in four major cities of China: nitrate formation in an ammonia-deficient atmosphere. Atmos Chem Phys 9:1711–1722

    Article  CAS  Google Scholar 

  • Pinto JP, Lefohn AS, Shadwick DS (2004) Spatial variability of PM2.5 in urban areas in the United States. J Air Waste Manage Assoc 54:440–449

    Article  CAS  Google Scholar 

  • Qiao BQ, Chen Y, Tian M, Wang HB, Yang FM, Shi GM, Zhang LM, Peng C, Luo Q, Ding SM (2019) Characterization of water soluble inorganic ions and their evolution processes during PM2.5 pollution episodes in a small city in southwest China. Sci Total Environ 650:2605–2613

    Article  CAS  Google Scholar 

  • Sabetghadam S, Ahmadi-Givi F (2014) Relationship of extinction coefficient, air pollution, and meteorological parameters in an urban area during 2007 to 2009. Environ Sci Pollut Res 21:538–547

    Article  CAS  Google Scholar 

  • Seinfeld JH, Pandis SN (2006) Atmospheric chemistry and physics: from air pollution to climate change, 2nd edn. Wiley, New York

    Google Scholar 

  • Shaughnessy WJ, Venigalla MM, Trump D (2015) Health effects of ambient levels of respirable particulate matter (PM) on healthy, young-adult population. Atmos Environ 123:102–111

    Article  CAS  Google Scholar 

  • Shen ZX, Arimoto R, Cao JJ, Zhang RJ, Li XX, Du N, Okuda T, Nakao S, Tanaka S (2008) Seasonal variations and evidence for the effectiveness of pollution controls on water-soluble inorganic species in total suspended particulates and fine particulate matter from Xi’an, China. J Air Waste Manag Assoc 58:1560–1570

    Article  CAS  Google Scholar 

  • Sun YL, Wang ZF, Fu PQ, Jiang Q, Yang T, Li J, Ge X (2013a) The impact of relative humidity on aerosol composition and evolution processes during wintertime in Beijing, China. Atmos Environ 77:927–934

    Article  CAS  Google Scholar 

  • Sun ZQ, Mu YJ, Liu YJ, Shao LY (2013b) A comparison study on airborne particles during haze days and non-haze days in Beijing. Sci Total Environ 456–457:1–8

    Article  CAS  Google Scholar 

  • Sun YL, Jiang Q, Wang ZF, Yin Y (2014) Investigation of the sources and evolution processes of severe haze pollution in Beijing in January 2013. J Geophys Res 119:420–425

    Google Scholar 

  • Tan JH, Duan JC, Chen DH, Wang XH, Guo SJ, Bi XH, Sheng GY, He KB, Fu JM (2009a) Chemical characteristics of haze during summer and winter in Guangzhou. Atmos Res 94:238–245

    Article  CAS  Google Scholar 

  • Tan JH, Duan JC, He KB, Ma YL, Duan FK, Chen Y, Fu JM (2009b) Chemical characteristics of PM2.5 during a typical haze episode in Guangzhou. J Environ Sci 21:774–781

    Article  CAS  Google Scholar 

  • Tao J, Zhang LM, Cao JJ, Zhang RJ (2017) A review of current knowledge concerning PM2.5 chemical composition, aerosol optical properties and their relationships across China. Atmos Chem Phys 17:9485–9518

    Article  CAS  Google Scholar 

  • Tian M, Wang HB, Chen Y, Yang F, Zhang XH, Zou Q, Zhang RQ, Ma YL, He KB (2016) Characteristics of aerosol pollution during heavy haze events in Suzhou, China. Atmos Chem Phys 16:7357–7371

    Article  CAS  Google Scholar 

  • Truex TJ, Pierson WR, McKee DE (1980) Sulfate in diesel exhaust. Environ Sci Technol 14:1118–1121

    Article  CAS  Google Scholar 

  • Wang Y, Zhuang GS, Tang AH, Yuan H, Sun YL, Chen S, Zheng AH (2005) The ion chemistry and the source of PM2.5 aerosol in Beijing. Atmos Environ 39:3771–3784

    Article  CAS  Google Scholar 

  • Wang YG, Hopke PK, Utell MJ (2011) Urban-scale spatial-temporal variability of black carbon and winter residential wood combustion particles. Aeros Air Qual Res 11:473–481

    Article  CAS  Google Scholar 

  • Wang P, Cao JJ, Shen ZX, Han YM, Lee SC, Huang Y, Zhu CS, Wang QY, Xu HM, Huang RJ (2015) Spatial and seasonal variations of PM2.5 mass and species during 2010 in Xi’an. China. Sci Total Environ 508:477–487

    Article  CAS  Google Scholar 

  • Wang HB, Shi GM, Tian M, Zhang LM, Chen Y, Yang FM, Cao XY (2017) Aerosol optical properties and chemical composition apportionment in Sichuan Basin, China. Sci Total Environ 577:245–257

    Article  CAS  Google Scholar 

  • Wu P, Huang XJ, Zhang JK, Luo B, Luo JQ, Song HY, Zhang W, Rao ZH, Feng YP, Zhang JQ (2019) Characteristics and formation mechanisms of autumn haze pollution in Chengdu based on high time-resolved water-soluble ion analysis. Environ Sci Pollut Res 26:2649–2661

    Article  CAS  Google Scholar 

  • Xu LL, Duan FK, He KB, Ma YL, Zhu LD, Zheng YX, Huang T, Kimoto T, Ma T, Li H, Ye SQ, Yang S, Sun ZL, Xu BY (2017) Characteristics of the secondary water-soluble ions in a typical autumn haze in Beijing. Environ Pollut 227:296–305

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • Yao XH, Chan CK, Fang M, Cadle S, Chan T, Mulawa P, He K, Ye B (2002) The water-soluble ionic composition of PM2.5 in Shanghai and Beijing. China Atmos Environ 36:4223–4234

    Article  CAS  Google Scholar 

  • Yao Q, Liu ZR, Han SQ, Cai ZY, Liu JL, Huang XY, Liu JY, Wang YS (2017) Characteristics of the size distribution of water-soluble ions during a heavy pollution episode in the winter in Tianjin. Environ Sci 38:4958–4967 (in Chinese)

    Google Scholar 

  • Yu J, Hu SX, Huang Z, Tian JJ (2017) Characteristic analysis of water-soluble ions in atmospheric fine particles in spring Wuhan. Environ Monit China 33:35–41 (in Chinese)

    Google Scholar 

  • Yu SY, Liu WJ, Xu YS, Yi K, Zhou M, Tao S, Liu WX (2019) Characteristics and oxidative potential of atmospheric PM2.5 in Beijing: source apportionment and seasonal variation. Sci Total Environ 650:277–287

    Article  CAS  Google Scholar 

  • Zhang DZ, Iwasaka Y (1999) Nitrate and sulfate in individual Asian duststorm particles in Beijing, China in spring of 1995 and 1996. Atmos Environ 33:3213–3223

    Article  CAS  Google Scholar 

  • Zhang R, Sun XS, Shi AJ, Huang Yh, Yan J, Nie T, Yan X, Li X (2018) Secondary inorganic aerosols formation during haze episodes at an urban site in Beijing, China. Atmos Environ 177:275–282

    Article  CAS  Google Scholar 

  • Zheng M, Zhang YJ, Yan CQ, Zhu XL, Schauer JJ, Zhang YH (2014) Review of PM2.5 source apportionment methods in China. Acta Scientiarum Naturalium Universitatis Pekinensis 50:1141–1154 (in Chinese)

    Google Scholar 

  • Zhou M, Qiao LP, Zhu SH, Li L, Lou SR, Hl Wang, Wang Q, Tao SK, Huang C, Chen CH (2016) Chemical characteristics of fine particles and their impact on visibility impairment in Shanghai based on a 1-year period observation. J Environ Sci 48:151–160

    Article  Google Scholar 

Download references

Acknowledgements

Many thanks for the financial support by the Natural Science Foundation of Guangxi province (2018GXNSFAA294147), the National Natural Science Foundation of China (51968007), Key Laboratory of Ecology of Rare and Endangered Species and Environmental Protection (Guangxi Normal University). The authors also thank the support of Guilin Environmental Monitoring Central Station for the sample collection and water-soluble ions analysis.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tengfa Long.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Long, T., Peng, B., Yang, Z. et al. Spatial Distribution and Formation Mechanism of Water-soluble Inorganic Ions in PM2.5 During a Typical Winter Haze Episode in Guilin, China. Arch Environ Contam Toxicol 78, 367–376 (2020). https://doi.org/10.1007/s00244-019-00699-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00244-019-00699-6

Navigation