Skip to main content
Log in

Individual exposure of graduate students to PM2.5 and black carbon in Shanghai, China

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

Abstract

The personal exposure of 51 graduate students to PM2.5 and BC in Shanghai was evaluated using portable PM2.5 and BC samplers. Global positioning systems and activity diaries were used to evaluate the microenvironments/activities that contributed to the total daily exposure of the participants, as well as to accurately estimate the PM2.5 and BC doses received by each participant. The mean PM2.5 and BC exposure concentrations were 110.0 and 5.3 μg m−3, respectively. These exposure levels were considered extremely high and comparable to those measured in a busy urban street canyon for 24 h. High daily inhaled doses in terms of both PM2.5 and BC concentrations were measured, obtaining 1062.2 and 45.9 μg day−1, respectively. Indoor activities significantly contributed to the students’ daily dose. Eating contributed the least to PM2.5 and BC exposure, whereas outdoor activities contributed the most. PM2.5 dose intensity from indoor eating slightly exceeded BC dose intensity; conversely, transportation showed higher exposure for BC than PM2.5.

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

  • Baumgartner J, Schauer JJ, Ezzati M, Lu L, Cheng C, Patz JA, Bautista LE (2011) Indoor air pollution and blood pressure in adult women living in rural China. Environ Health Persp 119:1390

  • Baumgartner J, Zhang Y, Schauer JJ, Huang W, Wang Y, Ezzati M (2014) Highway proximity and black carbon from cookstoves as a risk factor for higher blood pressure in rural China. Proc Natl Acad Sci U S A 111:13229–13234

    Article  CAS  Google Scholar 

  • Bell ML, Ebisu K, Peng RD, Samet JM, Dominici F (2009) Hospital admissions and chemical composition of fine particle air pollution. Am J Respir Crit Care 179:1115–1120

    Article  CAS  Google Scholar 

  • Bond TC, Doherty SJ, Fahey DW, Forster PM, Berntsen T, DeAngelo BJ, Flanner MG, Ghan S, Kärcher B, Koch D, Kinne S, Kondo Y, Quinn PK, Sarofim MC, Schultz MG, Schulz M, Venkataraman C, Zhang H, Zhang S, Bellouin N, Guttikunda SK, Hopke PK, Jacobson MZ, Kaiser JW, Klimont Z, Lohmann U, Schwarz JP, Shindell D, Storelvmo T, Warren SG, Zender CS (2013) Bounding the role of black carbon in the climate system: a scientific assessment. J Geophys Res: Atmos 118:5380–5552

    CAS  Google Scholar 

  • Bonjour S, Adair-Rohani H, Wolf J, Bruce NG, Mehta S, Prüss-Ustün A, Lahiff M, Rehfuess EA, Mishra V, Smith KR (2013) Solid fuel use for household cooking: country and regional estimates for 1980-2010. Environ Health Perspect 121:784–790

    Article  Google Scholar 

  • Braniš M, Vyškovská J, Malý M, Hovorka J (2010) Association of size-resolved number concentrations of particulate matter with cardiovascular and respiratory hospital admissions and mortality in Prague, Czech Republic. Inhal Toxicol 22:21–28

    Article  Google Scholar 

  • Brasche S, Bischof W (2005) Daily time spent indoors in German homes–baseline data for the assessment of indoor exposure of German occupants. Int J Hyg Environ Health 208:247–253

    Article  Google Scholar 

  • Buonanno G, Fuoco FC, Stabile L (2011a) Influential parameters on particle exposure of pedestrians in urban microenvironments. Atmos Environ 45:1434–1443

    Article  CAS  Google Scholar 

  • Buonanno G, Giovinco G, Morawska L, Stabile L (2011b) Tracheobronchial and alveolar dose of submicrometer particles for different population age groups in Italy. Atmos Environ 45:6216–6224

    Article  CAS  Google Scholar 

  • Buonanno G, Marini S, Morawska L, Fuoco FC (2012a) Individual dose and exposure of Italian children to ultrafine particles. Sci Total Environ 438:271–277

    Article  CAS  Google Scholar 

  • Buonanno G, Morawska L, Stabile L, Wang L, Giovinco G (2012b) A comparison of submicrometer particle dose between Australian and Italian people. Environ Pollut 169:183–189

    Article  CAS  Google Scholar 

  • Buonanno G, Stabile L, Morawska L, Russi A (2013a) Children exposure assessment to ultrafine particles and black carbon: the role of transport and cooking activities. Atmos Environ 79:53–58

    Article  CAS  Google Scholar 

  • Buonanno G, Marks GB, Morawska L (2013b) Health effects of daily airborne particle dose in children: direct association between personal dose and respiratory health effects. Environ Pollut 180:246–250

    Article  CAS  Google Scholar 

  • Cai J, Yan B, Kinney PL, Perzanowski MS, Jung KH, Li T, Xiu GL, Zhang DN, Olivo C, Ross J, Miller RL, Chillrud SN (2013) Optimization approaches to ameliorate humidity and vibration related issues using the MicroAeth black carbon monitor for personal exposure measurement. Aerosol Sci Tech 47:1196–1204

    Article  CAS  Google Scholar 

  • Chau CK, Tu EY, Chan DWT, Burnett J (2002) Estimating the total exposure to air pollutants for different population age groups in Hong Kong. Environ Int 27:617–630

    Article  CAS  Google Scholar 

  • Cheng YH, Lin MH (2013) Real-time performance of the microAeth® AE51 and the effects of aerosol loading on its measurement results at a traffic site. Aerosol Air Qual Res 13:1853–1863

    Google Scholar 

  • China MEP (2012) Ambient air quality standards. GB 3095-2012. China Environmental Science Press, Beijing

    Google Scholar 

  • de Miranda RM, de Fatima AM, Fornaro A, Astolfo R, de Andre PA, Saldiva P (2012) Urban air pollution: a representative survey of PM2.5 mass concentrations in six Brazilian cities. Air Quality Atmosphere Health 5:63–77

    Article  Google Scholar 

  • Dons E, Panis LI, Van Poppel M, Theunis J, Willems H, Torfs R, Wets G (2011) Impact of time–activity patterns on personal exposure to black carbon. Atmos Environ 45:3594–3602

    Article  CAS  Google Scholar 

  • Dons E, Panis LI, Van Poppel M, Theunis J, Wets G (2012) Personal exposure to black carbon in transport microenvironments. Atmos Environ 55:392–398

    Article  CAS  Google Scholar 

  • Geng F, Hua J, Mu Z, Peng L, Xu X, Chen R, Kan H (2013) Differentiating the associations of black carbon and fine particle with daily mortality in a Chinese city. Environ Res 120:27–32

    Article  CAS  Google Scholar 

  • Hagler GSW, Yelverton TLB, Vedantham R, Hansen ADA, Turner JR (2011) Post-processing method to reduce noise while preserving high time resolution in aethalometer real-time black carbon data. Aerosol Air Qual Res 11:539–546

    CAS  Google Scholar 

  • Heal MR, Kumar P, Harrison RM (2012) Particles, air quality, policy and health. Chem Soc Rev 41:6606–6630

    Article  CAS  Google Scholar 

  • Huo H, Wang M (2012) Modeling future vehicle sales and stock in China. Energy Policy 43:17–29

    Article  Google Scholar 

  • Invernizzi G, Ruprecht A, Mazza R, De Marco C, Močnik G, Sioutas C, Westerdahl D (2011) Measurement of black carbon concentration as an indicator of air quality benefits of traffic restriction policies within the ecopass zone in Milan, Italy. Atmos Environ 45:3522–3527

    Article  CAS  Google Scholar 

  • Janssen NA, Hoek G, Simic-Lawson M, Fischer P, Van Bree L, Ten Brink H, Cassee FR (2011a) Black carbon as an additional indicator of the adverse health effects of airborne particles compared with PM10 and PM2.5. Environ Health Perspect 119:1691–1699

    Article  CAS  Google Scholar 

  • Janssen N, Simic-Lawson M, Hoek G, Fischer P, Brunekreef B, Atkinson R, Cassee F (2011b) Black smoke as an additional indicator to evaluate the health benefits of traffic-related policy measures: a systematic review of the health effects of black smoke compared to PM mass. Epidemiology 22:S199–S200

    Article  Google Scholar 

  • Janssen NAH, Gerlofs-Nijland ME, Lanki T, Salonen RO, Cassee F, Hoek G, Fischer P, Brunekreef B, Krzyzanowski M (2012) Health effects of black carbon. WHO Regional Office for Europe, Copenhagen, pp 1–86

    Google Scholar 

  • Jim CY, Chen WY (2009) Leisure participation pattern of residents in a new Chinese city. Ann Assoc Am Geogr 99:657–673

    Article  Google Scholar 

  • Kaur S, Nieuwenhuijsen MJ, Colvile RN (2007) Fine particulate matter and carbon monoxide exposure concentrations in urban street transport microenvironments. Atmos Environ 41:4781–4810

    Article  CAS  Google Scholar 

  • Kingham S, Longley I, Salmond J, Pattinson W, Shrestha K (2013) Variations in exposure to traffic pollution while travelling by different modes in a low density, less congested city. Environ Pollut 181:211–218

  • Kirchstetter TW, Novakov T (2007) Controlled generation of black carbon particles from a diffusion flame and applications in evaluating black carbon measurement methods. Atmos Environ 41:1874–1888

    Article  CAS  Google Scholar 

  • Leech JA, Nelson WC, Burnett RT, Aaron S, Raizenne ME (2002) It’s about time: a comparison of Canadian and American time-activity patterns. J Expo Anal Environ Epidemiol 12:427–432

    Article  Google Scholar 

  • Li B, Lei XN, Xiu GL, Gao CY, Gao S, Qian NS (2015) Personal exposure to black carbon during commuting in peak and off-peak hours in Shanghai. Sci Total Environ 524:237–245

    Article  Google Scholar 

  • Manigrasso M, Stabile L, Avino P, Buonanno G (2013) Influence of measurement frequency on the evaluation of short-term dose of sub-micrometric particles during indoor and outdoor generation events. Atmos Environ 67:130–142

    Article  CAS  Google Scholar 

  • Menon S, Hansen J, Nazarenko L, Luo Y (2002) Climate effects of black carbon aerosols in China and India. Science 297:2250–2253

    Article  CAS  Google Scholar 

  • Panis LI, De Geus B, Vandenbulcke G, Willems H, Degraeuwe B, Bleux N, Mishra V, Thomas I, Meeusen R (2010) Exposure to particulate matter in traffic: a comparison of cyclists and car passengers. Atmos Environ 44:2263–2270

    Article  Google Scholar 

  • Patel MM, Chillrud SN, Correa JC, Feinberg M, Hazi Y, Deepti KC, Prakash S, Ross JM, Levy D, Kinney PL (2009) Spatial and temporal variations in traffic-related particulate matter at New York City high schools. Atmos Environ 43:4975–4981

    Article  CAS  Google Scholar 

  • Pope CA III, Dockery DW (2006) Health effects of fine particulate air pollution: lines that connect. J Air Waste Manage 56:709–742

    Article  CAS  Google Scholar 

  • Qiu JH, Yang LQ (2000) Variation characteristics of atmospheric aerosol optical depths and visibility in North China during 1980-1994. Atmos Environ 34:603–609

    Article  Google Scholar 

  • Reche C, Querol X, Alastuey A, Viana M, Pey J, Moreno T, Rodríguez S, González Y, Fernández-Camacho R, de la Rosa J, Dall’Osto M, Prévôt ASH, Hueglin C, Harrison RM, Quincey P (2011) New considerations for PM, Black Carbon and particle number concentration for air quality monitoring across different European cities. Atmos Chem Phys 11:6207–6227

    Article  CAS  Google Scholar 

  • Rodes CE, Chillrud SN, Haskell WL, Intille SS, Albinali F, Rosenberger ME (2012) Predicting adult pulmonary ventilation volume and wearing complianceby on-board accelerometry during personal level exposure assessments. Atmos Environ 57:126–137

    Article  CAS  Google Scholar 

  • Salcedo D, Onasch TB, Dzepina K, Canagaratna MR, Zhang Q, Huffman JA, DeCarlo PF, Jayne JT, Mortimer P, Worsnop DR, Kolb CE, Johnson KS, Zuberi B, Marr LC, Volkamer R, Molina LT, Molina MJ, Cardenas B, Bernabé RM, Márquez C, Gaffney JS, Marley NA, Laskin A, Shutthanandan V, Xie Y, Brune W, Lesher R, Shirley T, Jimenez JL (2006) Characterization of ambient aerosols in Mexico City during the MCMA-2003 campaign with Aerosol Mass Spectrometry: results from the CENICA Supersite. Atmos Chem Phys 6:925–946

    Article  CAS  Google Scholar 

  • Sayes CM, Reed KL, Warheit DB (2007) Assessing toxicity of fine and nanoparticles: comparing in vitro measurements to in vivo pulmonary toxicity profiles. Toxicol Sci 97:163–180

  • Semmler M, Seitz J, Erbe F, Mayer P, Heyder J, Oberdörster G, Kreyling WG (2004) Long-term clearance kinetics of inhaled ultrafine insoluble iridium particles from the rat lung, including transient translocation into secondary organs. Inhal Toxicol 16:453–459

    Article  CAS  Google Scholar 

  • SMBS (2014) Report on National Economic and Social Development of Shanghai for 2013., http://www.stats-sh.gov.cn/sjfb/201402/267416.html (February, accessed on 07.26.14, (in Chinese))

    Google Scholar 

  • Sørensen M, Autrup H, Møller P, Hertelc O, Jensenc SS, Vinzentsa P, Knudsena LE, Loft S (2003) Linking exposure to environmental pollutants with biological effects. Mutat Res Rev Mutat Res 544:255–271

    Article  Google Scholar 

  • Spira-Cohen A, Chen LC, Kendall M, Lall R, Thurston GD (2011) Personal exposures to traffic-related air pollution and acute respiratory health among Bronx schoolchildren with asthma. Environ Health Perspect 119:559–565

    Article  Google Scholar 

  • Stabile L, Fuoco FC, Buonanno G (2012) Characteristics of particles and black carbon emitted by combustion of incenses, candles and anti-mosquito products. Build Environ 56:184–191

    Article  Google Scholar 

  • U.S. EPA (2006) Air quality criteria for particulate matter. National Center for Environmental Assessment, US Environmental Protection Agency, Research Triangle Park, North Carolina

    Google Scholar 

  • Vanderstraeten P, Forton M, Brasseur O, Offer ZY (2011) Black carbon instead of particle mass concentration as an indicator for the traffic related particles in the Brussels Capital Region. J Environ Prot 2:525–532

    Article  Google Scholar 

  • Wang ZS, Wu T, Duan XL, Wang S, Zhang WJ, Wu XF, Yu YJ (2009) Research on inhalation rate exposure factors of Chinese residents in environmental health risk assessment. Res Environ Sci 22:1171–1175 (in Chinese)

    CAS  Google Scholar 

  • Wang L, Morawska L, Jayaratne ER, Mengersen K, Heuff D (2011) Characteristics of airborne particles and the factors affecting them at bus stations. Atmos Environ 45:611–620

    Article  CAS  Google Scholar 

  • Weichenthal S (2012) Selected physiological effects of ultrafine particles in acute cardiovascular morbidity. Environ Res 115:26–36

    Article  CAS  Google Scholar 

  • Weingartner E, Saathoff H, Schnaiter M, Streit N, Bitnar B, Baltensperger U (2003) Absorption of light by soot particles: determination of the absorption coefficient by means of aethalometers. J Aerosol Sci 34:1445–1463

    Article  CAS  Google Scholar 

  • Westerdahl D, Wang X, Pan X, Zhang KM (2009) Characterization of on-road vehicle emission factors and microenvironmental air quality in Beijing, China. Atmos Environ 43:697–705

    Article  CAS  Google Scholar 

  • Yang W, Lee K, Yoon C, Yu S, Park K, Choi W (2011) Determinants of residential indoor and transportation activity times in Korea. J Expo Sci Environ Epidemiol 21:310–316

    Article  Google Scholar 

Download references

Acknowledgments

This work was jointly supported by Shanghai Pujiang Program (13PJD013), Ph.D. Programs Foundation of Ministry of Education of China (No. 20120074140001) and the Fundamental Research Funds for the Central Universities (WB1113005). The authors are grateful to Prof. Hai-dong Kan for providing us with MicroPEM PM2.5 samplers. The authors would like to express their special gratitude to the participants, because without their help and assistance, this project could not have been conducted successfully.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guangli Xiu.

Additional information

Responsible editor: Philippe Garrigues

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lei, X., Xiu, G., Li, B. et al. Individual exposure of graduate students to PM2.5 and black carbon in Shanghai, China. Environ Sci Pollut Res 23, 12120–12127 (2016). https://doi.org/10.1007/s11356-016-6422-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-016-6422-x

Keywords

Navigation