Skip to main content
Log in

Personal deposited dose and its influencing factors at several Greek sites: an analysis in respect to seasonal and diurnal variations

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

Abstract

The deposited dose in the human respiratory tract and its influencing factors were investigated for 8 urban/suburban locations within Greek cities. A dosimetry model (ExDoM2) was implemented assuming a 24-h exposure scenario to ambient PM10 whereby regional deposition rates were obtained. Simulations were performed considering three cases (Sahara dust, cold, and warm periods) with seasonal and diurnal variations examining the relative sources and other influencing factors in each case. Health risk indexes such as the relative risk and attributable fraction were also estimated. Overall, higher daily deposited dose was obtained for all urban compared with suburban locations (p < 0.05) and for cold compared with the warm periods (252–820 μg for cold period and 300–686 μg for warm period) for all locations. This finding was associated with increased deposition rate on cold period during evening/night hours, as a result of significant heating emissions. Besides that, most of the urban locations showed relative comparable deposition rates during the day, compared with the daily mean, for the two periods (cold and warm), indicating that urban-associated sources such as exhaust emissions and road dust resuspension contribute similarly to the deposited dose irrespectively of the season. Finally, the highest deposited dose was obtained during Sahara dust events ranged from 1881 to 4648 μg.

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

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

  • Achilleos S, Evans JS, Yuallouros PK, Kleanthous S, Schwartz J, Koutrakis P (2014) PM10 concentration levels at an urban and background site in Cyprus: the impact of urban sources and dust storms. J Air Waste Manag Assoc 64(12):1352–1360

    Article  CAS  Google Scholar 

  • Aleksandropoulou V, Lazaridis M (2013) Development and application of a model (ExDoM) for calculating the respiratory tract dose and retention of particles under variable exposure conditions. Air Qual Atmos Health 6(1):13–26

    Article  CAS  Google Scholar 

  • Bell ML, Zanobetti A, Dominici F (2013) Evidence on vulnerability and susceptibility to health risks associated with short-term exposure to particulate matter: a systematic review and meta-analysis. Am J Epidemiol 178:865–876

    Article  Google Scholar 

  • Brown JS (2015) Chapter 27-deposition of particles. In: Comparative biology of the normal lung, 2nd edn. Academic Press, Cambridge, pp 513–536

    Chapter  Google Scholar 

  • Brown JS, Zeman KL, Bennett WD (2002) Ultrafine particle deposition and clearance in the healthy and obstructed lung. Am J Respir Crit Care Med 166(9):1240–1247

    Article  Google Scholar 

  • Cardaba Arranz M, Muñoz Moreno MF, Armentia Medina A, Alonso Capitán M, Carreras Vaquer F, Almaraz Gómez A (2014) Health impact assessment of air pollution in Valladolid, Spain. BMJ Open 4:e005999

    Article  Google Scholar 

  • Chalvatzaki E, Lazaridis M (2015) Development and application of a dosimetry model (ExDoM2) for calculating internal dose of specific particle-bound metals in the human body. Inhal Toxicol 27(6):308–320

    Article  CAS  Google Scholar 

  • Chalvatzaki E, Chatoutsidou SE, Mammi-Galani E, Almeida SM, Gini MI, Eleftheriadis K, Diapouli E, Lazaridis M (2018) Estimation of the personal deposited dose of particulate matter and particle-bound metals using data from selected European cities. Atmos 9:248

    Article  Google Scholar 

  • Chalvatzaki E, Chatoutsidou SE, Pantelaki C, Lazaridis M (2019). Estimation of personal dose and health risk indexes for an adult male arising from particulate air pollution at the Akrotiri Station (Chania, Crete), 1st Scientific Conference PANACEA, University of Crete, Heraklion, 23-24 September 2019.

  • Chalvatzaki E, Chatoutsidou SE, Martins V, Faria T, Diapouli E, Manousakas M, Almeida SM, Eleftheriadis K, Lazaridis M (2020) Assessment of the personal dose received by school children due to PM10 air pollution in Lisbon. Aerosol Air Qual Res 20:1384–1397

    Article  CAS  Google Scholar 

  • Chatoutsidou SE, Kopanakis I, Lagouvardos K, Mihalopoulos N, Tørseth K, Lazaridis M (2019) PM10 levels at urban, suburban and background locations in the eastern Mediterranean: local versus regional sources with emphasis on African dust. Air Qual Atmos Health 12:1359–1371. https://doi.org/10.1007/s11869-019-00750-4

    Article  CAS  Google Scholar 

  • Cheng Z, Jiang J, Fajardo O, Wang S, Hao J (2013) Characteristics and health impacts of particulate matter pollution in China (2001−2011). Atmos. Environ. 65:186–194

    Article  CAS  Google Scholar 

  • Colbeck I, Lazaridis M (2010) Aerosols and environmental pollution. Die Naturwissenschaften 97:117–131. https://doi.org/10.1007/s00114-009-0594-x

    Article  CAS  Google Scholar 

  • Colbeck I, Nasir Z, Ahmed S, Ali Z (2011) Exposure to PM10, PM2.5, PM1 and carbon monoxide on roads in Lahore, Pakistan. Aerosol Air Qual Res 11:689–695. https://doi.org/10.4209/aaqr.2010.10.0087

    Article  CAS  Google Scholar 

  • Deng Q, Deng L, Miao Y, Guo X, Li Y (2019) Particle deposition in the human lung: health implications of particulate matter from different sources. Environ Res 169:237–245

    Article  CAS  Google Scholar 

  • Diapouli E, Manousakas M, Vratolis S, Vasilatou V, Maggos T, Saraga D, Grigoratos T, Argyropoulos G, Voutsa D, Samara C, Eleftheriadis K (2017) Evolution of air pollution source contributions over one decade, derived by PM10 and PM2.5 source apportionment in two metropolitan urban areas in Greece. Atmos Environ 164:416–430

    Article  CAS  Google Scholar 

  • Dockery DW, Pope CA (1994) Acute respiratory effects of particulate air-pollution. Annu Rev Public Health 15:107–132

    Article  CAS  Google Scholar 

  • Hinds WC (1999) Aerosol technology, properties, behavior, and measurements of airborne particles. Wiley Interscience, New York, p 504

    Google Scholar 

  • Hussain M, Madl P, Khan A (2011) Lung deposition predictions of airborne particles and the emergence of contemporary diseases Part-I. The Health 2(2):51–59

    Google Scholar 

  • Hussein T, Hämeri K, Heikkinen M, Kulmala M (2005) Indoor and outdoor particle size characterization at a family house in Espoo–Finland. Atmos Environt 39:3697–3709

    Article  CAS  Google Scholar 

  • ICRP (1994) Human respiratory tract model for radiological protection. ICRP Publication 66. Ann. ICRP 24 (1-3).

  • ICRP (2015) Occupational intakes of radionuclides: part 1. ICRP Publication 130. Ann. ICRP 44 (2).

  • Kopanakis I, Mammi-Galani Ε, Pentari D, Glytsos T, Lazaridis M (2018) Ambient particulate matter concentration levels and their origin during dust event episodes in the Eastern Mediterranean. Aerosol Sci Eng 2:61–73

    Article  Google Scholar 

  • Li X, Ma Y, Wang Y, Liu N, Hong Y (2017) Temporal and spatial analyses of particulate matter (PM10 and PM2.5) and its relationship with meteorological parameters over an urban city in Northeast China. Atmos Res 198:185–193

    Article  CAS  Google Scholar 

  • Liu X, Nie D, Zhang K, Wang Z, Li X, Shi Z, Wang Y, Huang L, Chen M, ge X, Ying Q, Yu X, Liu X, Hu J (2019) Evaluation of particulate matter deposition in the human respiratory tract during winter in Nanjing using size and chemically resolved ambient measurements. Air Qual Atmos Health:12

  • Manigrasso M, Costabile F, Di Liberto L, Gobbi GP, Gualtieri M, Zanini G, Avino P (2020) Size resolved aerosol respiratory doses in a Mediterranean urban area: from PM10 to ultrafine particles. Environ Int 141:105714

    Article  CAS  Google Scholar 

  • Matthaios VN, Triantafyllou AG, Koutrakis P (2017) PM10 episodes in Greece: local sources versus long-range transport – observation and model simulations. J Air Waste Manag Assoc 67:105–126

    Article  CAS  Google Scholar 

  • Megido L, Suàrez B, Negral L, Castrillon L, Suárez S, Fernández Y, Marañon E (2016) Relationship between physico-chemical characteristics and potential toxicity of PM10. Chemosphere 162:73–79. https://doi.org/10.1016/j.chemosphere.2016.07.067

    Article  CAS  Google Scholar 

  • Mitsakou C, Kallos G, Papantoniou N, Spyrou C, Solomos S, Astitha M, Housiadas C (2008) Saharan dust levels in Greece and received inhalation doses. Atmos Chem Phys 8. https://doi.org/10.5194/acpd-8-11967-2008

  • Ostro B (2004) Outdoor Air Pollution: Assessing the environmental burden of disease at national and local levels; environmental burden of disease series, No 5; World Health Organization: Geneva, Switzerland, 2004; Available online: https://www.who.int/quantifying_ehimpacts/publications/ebd5.pdf .accessed 01 June 2020.

  • Pérez N, Pey J, Querol X, Alastuey A, López JM, Viana M (2008) Partitioning of major and trace components in PM10–PM2.5–PM1 at an urban site in Southern Europe. Atmos Environ 42(8):1677-1691

  • Pey J, Querol X, Alastuey A, Forastiere F, Stafoggia M (2013) African dust outbreaks over the Mediterranean basin during 2001-2011: PM10 concentrations, phenomenology and trends, and its relation with synoptic and mesoscale meteorology. Atmos Chem Phys 13:1395–1410

    Article  Google Scholar 

  • Proias GT, Moustris KP, Larissi IK, Nastos PT, Paliatsos AG (2012) Ambient PM10 concentrations and the impact of wind at an urban site in central Greece. Fresenius Environ Bull 21:1935–1941

    CAS  Google Scholar 

  • Querol X, Alastuey A, Ruiz CR, Artinano B, Hansson HC, Harrison RM, Buringh E, ten Brink HM, Lutz M, Bruckmann P et al (2004) Speciation and origin of PM10 and PM2.5 in selected European cities. Atmos. Environ. 38:6547–6555

    Article  CAS  Google Scholar 

  • Sacks JD, Stanek LW, Luben TJ et al (2011) Particulate matter-induced health effects: who is susceptible? Environ Health Perspect 119(4):446–454

    Article  Google Scholar 

  • Salma I, Balashazy I, Winkler-Heil R, Hofmann W, Zaray G (2002) Effect of particle mass size distribution on the deposition of aerosols in the human respiratory tract. J Aerosol Sci 33:119–132

    Article  CAS  Google Scholar 

  • Samet JM, Graff D, Berntsen J, Ghio AJ, Huang YC, Devlin RB (2007) A comparison of studies on the effects of controlled exposure to fine, coarse and ultrafine ambient particulate matter from a single location. Inhal Toxicol 19:29–32

    Article  CAS  Google Scholar 

  • Samoli E, Kougea E, Kassomenos P (2011) Does the presence of desert dust modify the effect of PM10 on mortality in Athens, Greece? Sci. Total Environ. 409:2049–2054

    Article  CAS  Google Scholar 

  • Sánchez-Soberón F, Mari M, Kumar V, Rovira J, Nadal M, Schuhmacher M (2015) An approach to assess the particulate matter exposure for the population living around a cement plant: modelling indoor air and particle deposition in the respiratory tract. Environ Res. 143:10–18

    Article  Google Scholar 

  • Saraga DE, Tolis EI, Maggos T, Vasilakos C, Bartzis JG (2019) PM2.5 source apportionment for the port city of Thessaloniki, Greece. Sci Total Environ 650(Part 2):2337–2354

    Article  CAS  Google Scholar 

  • Segal RA, Martonen TB, Kim CS, Shearer M (2002) Computer simulations of particle deposition in the lungs of chronic obstructive pulmonary disease patients. Inhal Toxicol 14(7):705–720. https://doi.org/10.1080/08958370290084593

    Article  CAS  Google Scholar 

  • Sturm R (2010) Deposition and cellular interaction of cancer-inducing particles in the human respiratory tract: theoretical approaches and experimental data. Thorac Cancer 1:141–152. https://doi.org/10.1111/j.1759-7714.2010.00027.x

    Article  Google Scholar 

  • Titos G, Lyamani H, Pandolfi M, Alastuey A, Arboledas L (2014) Identification of fine (PM1) and coarse (PM10-1) sources of particulate matter in an urban environment. Atmos Environ 89:593–602

    Article  CAS  Google Scholar 

  • Trianti SM, Samoli E, Rodopoulou S, Katsouyanni K, Papiris SA, Karakatsani A (2017) Desert dust outbreaks and respiratory morbidity in Athens, Greece. Environl Health 16:72. https://doi.org/10.1186/s12940-017-0281-x

    Article  CAS  Google Scholar 

  • Tsiflikiotou MA, Kostenidou E, Papanastasiou DK, Patoulias D, Zarmpas P, Paraskevopoulou D, Diapouli E, Kaltsonoudis C, Florou K, Bougiatioti A, Stavroulas I, Theodosi C, Kouvarakis G, Vasilatou V, Siakavaras D, Biskos G, Pilinis C, Eleftheriadis K, Gerasopoulos E, Mihapoloulos N, Pandis SN (2019) Summertime particulate matter and its composition in Greece. Atmos Environ 213:597–607

  • WHO (2016) Ambient air pollution: a global assessment of exposure and burden of disease. World Health Organization, Geneva 121p, ISBN 9789241511353. https://apps.who.int/iris/bitstream/handle/10665/250141/9789241511353-eng.pdf?sequence=1

    Google Scholar 

  • Zwozdziak A, Gini MI, Samek L, Rogula-Kozlowska W, Sowka I, Eleftheriadis K (2017) Implications of the aerosol size distribution modal structure of trace and major elements on human exposure, inhaled dose and relevance to the PM2.5 and PM10 metrics in a European pollution hotspot urban area. J Aerosol Sci 103:38–52

    Article  CAS  Google Scholar 

Download references

Funding

This work was supported by the project “PANhellenic infrastructure for Atmospheric Composition and climatE change” (MIS 5021516) which is implemented under the Action “Reinforcement of the Research and Innovation Infrastructure,” funded by the Operational Program “Competitiveness, Entrepreneurship and Innovation” (NSRF 2014–2020), and co-financed by the Greece and the European Union (European Regional Development Fund).

Author information

Authors and Affiliations

Authors

Contributions

EC implemented the dosimetry model (ExDoM2) and wrote the manuscript. SEC analyzed the input data and co-wrote the manuscript. IK conducted field measurements in Chania. DM and DP contributed to the data analysis. NM provided data for Heraklion and critical corrections to the manuscript. ML supervised the preparation of the paper and conceived the idea of the study. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Mihalis Lazaridis.

Ethics declarations

Ethical approval

Not applicable.

Consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no conflict of interest.

Additional information

Responsible Editor: Lotfi Aleya

Publisher’s note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chalvatzaki, E., Chatoutsidou, S.E., Kopanakis, I. et al. Personal deposited dose and its influencing factors at several Greek sites: an analysis in respect to seasonal and diurnal variations. Environ Sci Pollut Res 28, 29276–29286 (2021). https://doi.org/10.1007/s11356-021-12815-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-12815-y

Keywords

Navigation