Skip to main content
Log in

Chemical footprints of harmattan dust and traffic corridor particulates monitored at two environmentally distinct geopolitical zones in Nigeria

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

Abstract

Harmattan dust and traffic-related pollution have been a serious environmental concern in the West African sub-region. In order to further contribute to the understanding of ambient levels of atmospheric pollution and chemical composition in the region, this study monitored harmattan dust and traffic-related particulate matter at four locations across southwestern (Ile-Ife) and north-western (Zaria) geo-political zones of Nigeria. The collected samples were characterized for their chemical composition using Energy-Dispersive X-Ray Fluorescence spectrometer equipped with an optimized secondary target x-ray excitation conditions (Al, CaF2, Fe, Ge, Zr, Mo, Ag, Al2O3). The objectives are to assess spatio-temporal mass concentrations, chemical footprints, enrichment factors, elemental correlations, and ratios at all locations. The X-ray analytical method was validated with a NIST SRM 2783 air particulate standard, and detection limits for each chemical specie were determined. Validation results showed good reproducibility of the certified reference material with relative standard deviations of the elements much lower by about 1–13% than the corresponding reference values. Mass concentrations reached up to 2200 μgm−3 in the north and 1500 μgm−3 in the south. The range of mean concentration of crustal marker elements were Al (5–27 μgm−3), Si (5–856 μgm−3), Ca (0.78–13 μgm−3), and Fe (2–13 μgm−3), and were most abundant during the harmattan particularly in the southwestern region. Highest mean concentration values of 380, 810, and 420 ngm−3 were recorded for Cr, Cu, and Pb respectively at the traffic corridor which also recorded the highest enrichment factors. Black carbon and elemental concentrations contributed between 1 to 54% and 9 to 94% across the locations respectively. Backward trajectories of atmospheric flow over the locations showed two dominant sources; dust laden source from the Sahara desert and maritime flow over the Gulf of Guinea. This study found that chemical footprints (Al, Si, K, Ca, Ti, and Fe) of harmattan-related dust were more correlated (r2 between 0.88 and 0.99) than those attributed to dust re-suspension at the traffic location.

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

Similar content being viewed by others

References

  • Abiye OE, Price A, Price M (2019) Biogenic and natural components of Saharan dust sampled in Nigeria. Hum Ecol Risk Assess:1–10. https://doi.org/10.1080/10807039.2019.1628635

  • Adachi K, Tainosho Y (2004) Characterization of heavy metal particles embedded in tire dust. Environ Int 30:1009–1017

    CAS  Google Scholar 

  • Adedayo SI (1980) Pronounced dust haze spell over Nigeria. 2–11 March, In Pre-WAMEX Symposium. Lagos, Nigeria

  • Adedokun JA, Emofurieta WO, Adedeji OA (1989) Physical, mineralogical and chemical prosperities of harmattan dust at Ile-Ife, Nigeria. Theor Appl Climatol 40:161–169

    Google Scholar 

  • Afeti GM, Resch FJ (2000) Physical characteristics of Saharan dust near the Gulf of Guinea. Atmos Environ 34:1273–1279

    CAS  Google Scholar 

  • Almeida SM, Pio CA, Freitas MC, Reis MA, Trancoso MA (2006) Apportionment of atmospheric urban aerosol based on weekdays/weekend variability: evaluation of road re-suspended dust contribution. Atmos Environ 40:2058–2067

    CAS  Google Scholar 

  • Amato F, Viana M, Richard A, Furger M, Prévôt ASH, Nava S, Lucarelli F, Bukowiecki N, Alastuey A, Reche C, Moreno T, Pandolfi M, Pey J, Querol X (2011) Size and time-resolved roadside enrichment of atmospheric particulate pollutants. Atmos Chem Phys 11:2917–2931

    CAS  Google Scholar 

  • Anuforom AC (2007) Spatial distribution and temporal variability of Harmattan dust haze in sub-Sahel West Africa. Atmos Environ 41:9079–9090

    CAS  Google Scholar 

  • Apeagyei E, Bank MS, Spengler JD (2011) Distribution of heavy metals in road dust along an urban-rural gradient in Massachusetts. Atmos Environ 45:2310–2323

    CAS  Google Scholar 

  • Arditsoglou A, Samara C (2005) Levels of total suspended particulate matter and major aerosol at urban and semi-urban areas in Bangladesh. Atmos Environ 38:3025–3038

    Google Scholar 

  • Assamoi EM, Liousse C (2010) A new inventory for two-wheel vehicle emissions in West Africa for 2002. Atmos Environ 44:3869–3996

    Google Scholar 

  • Astitha M, Kallos G, Katsafados P (2008) Air pollution modeling in the 573 Mediterranean region: analysis and forecasting of episodes. Atmos Res 89:358–364

    CAS  Google Scholar 

  • Asubiojo OI, Obioh IB, Oluyemi EA, Oluwole A, Spyrou NM, Farooqi AS, Arshed W, Akanle OA (1993) Elemental characterization of airborne particulates at two Nigerian locations during the harmattan season. J Radioanal Nucl Chem Artic 167:283–293

    CAS  Google Scholar 

  • Athanasopoulou E, Protonotariou A, Papangelis G, Tombrou M, Mihalopoulos N, Gerasopoulos E (2016) Long-range transport of Saharan dust and chemical transformations over the Eastern Mediterranean. Atmos Environ 140:592–604

    CAS  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

    CAS  Google Scholar 

  • Bollati V, Marinelli B, Apostoli P, Bonzini M, Nordio F, Hoxha M, Pegoraro V, Motta V, Tarantini L, Cantone L, Schwartz J, Bertazzi PA, Baccarelli A (2010) Exposure to metal-rich particulate matter modifies the expression of candidate microRNAs in peripheral blood leukocytes. Environ Health Perspect 118:763–768

    CAS  Google Scholar 

  • Brauer M, Hoek G, Van Vliet P, Meliefste K, Fischer P, Wijga A, Koopman L, Neijiens H, Gerritsen J, Kerkhof M, Heinrich J, Bellander T, Brunekreef B (2002) Air pollution from traffic and the development of respiratory infections and asthmatic and allergic symptoms in children. Am J Respir Crit Care Med 166:1092–1098

    Google Scholar 

  • Caseiro A, Bauer H, Schmidl C, Pio CA, Puxbaum H (2009) Wood burning impact on PM10 in three Austrian regions. Atmos Environ 43:2186–2195

    CAS  Google Scholar 

  • Çevik F, Göksu MZL, Derici OB, Fındık O (2009) An assessment of metal pollution in surface sediments of Seyhan dam by using enrichment factor, geoaccumulation index and statistical analyses. Environ Monit Assess 152:309–317

    Google Scholar 

  • Chiapello I (2014) Dust observations and climatology, in mineral dust: a key player in the earth system, Dordrecht

  • Contini D, Cesari D, Donateo A, Chirizzi D, Belosi F (2014) Characterization of 632 PM10 and PM2.5 and their metals content in different typologies of sites in south-eastern 633 Italy. Atmosphere 5:435–453

    CAS  Google Scholar 

  • Crawford J, Chambers S, Cohen DD, Dyer L, Wang T, Zahorowski W (2007) Receptor modelling using positive matrix factorization, back trajectories and Radon-222. Atmos Environ 41:6823–6837

    CAS  Google Scholar 

  • D'Almeida GA (1989) A model for Saharan dust transport. J Clim Appl Meteorol 25:903–916

    Google Scholar 

  • De Longueville F, Hountondji Y, Henry S, Ozer P (2010) What do we know about effects of desert dust on air quality and human health in West Africa compared to other regions. Sci Total Environ 409:1–8

    Google Scholar 

  • Dimitriou K, Kassomenos P (2018) Day by day evolution of a vigorous two wave Saharan dust storm – thermal and air quality impacts. Atmosfera 31:105–124

    CAS  Google Scholar 

  • Dongarra G, Manno E, Varrica D (2009) Possible markers of traffic-related emissions. Environ Monit Assess 154:117–125

    CAS  Google Scholar 

  • Draxler RR, Rolph GD (2003) HYSPLIT (HYbrid Single Particle Lagrangian Integrated Trajectory) model. NOAA Air Resources Laboratory, Silver Spring

  • Engelstaedter S, Tegen I, Washington R (2006) North African dust emissions and transport. Earth Sci Rev 79:73–100

    Google Scholar 

  • Ette AII (1971) The effect of the Harmattan dust on atmospheric electric parameters. J Atmos Terr Phys 33:295–300

    Google Scholar 

  • Ezeh GC, Ugwo JP, Adebiyi FM, Abiye OE, Onwudiegwu CA, Obiajunwa EI (2018) Proton-induced X-ray emission (PIXE) analysis of trace elements of total atmospheric deposit (TAD) around a smelting industry: aerial pollution monitor. Hum Ecol Risk Assess 24:925–940

    CAS  Google Scholar 

  • Falaiye OA, Aweda FO (2018) Trace metals and mineral composition of harmattan dust haze in Ilorin city, Kwara state, Nigeria. J Appl Sci Environ Manag 22:281–285

    CAS  Google Scholar 

  • Falaiye OA, Yakubu AT, Aweda FO, Abimbola OJ (2013) Mineralogical characteristics of harmattan dust in Ilorin, Sub-Sahara Africa. IFE J Sci 15:175–181

    Google Scholar 

  • Fawole OG, Olofinjana B, Owoade OK (2016) Compositional and air-mass trajectory analysis of a heavy dust episode (HDE) aerosols in Ile-Ife, Nigeria. Br J Appl Sci Technol 13:1–15

    Google Scholar 

  • Gao Y, Nelson DE, Field PM, Ding Q, Li H, Sherrel MR, Gigliotti LC, Van Ry AD, Glenn RT, Eisenveich JS (2002) Characterization of atmospheric trace elements on PM2.5 particulate matter over the New York—New Jersey harbor estuary. Atmos Environ 36:1077–1086

    CAS  Google Scholar 

  • Gonzalez-Martin C, Teigell-Perez N, Valladares B, Griffin DW (2014) The global dispersion of pathogenic microorganisms by dust storms and its relevance to agriculture. Adv Agron 127:1–41

    Google Scholar 

  • Greilinger M, Zbiral J, Kasper-Giebl A (2019) Desert dust contribution to PM10 loads in Styria (Southern Austria) and impact on exceedance of limit values from 2013–2018. Appl Sci 9:2265. https://doi.org/10.3390/app9112265

    Article  CAS  Google Scholar 

  • Gutknecht W, Flanagan J, McWilliams A, Jayanty RKM, Kellogg R, Rice J, Duda P, Sarver RH (2010) Harmonization of uncertainties of X-ray fluorescence data for PM2.5 air filter analysis. J Air Waste Manage Assoc 60:184–194

    CAS  Google Scholar 

  • Harrison RM, Jones AM, Gietl J, Yin J, Green DC (2012) Estimation of the contributions of brake dust, tire wear, and resuspension to nonexhaust traffic particles derived from atmospheric measurements. Environ Sci Technol 46:6523–6529

    CAS  Google Scholar 

  • Kallos G, Astitha M, Katsafados P, Spyrou C (2007) Long-range transport of anthropogenically and naturally produced particulate matter in the Mediterranean and North Atlantic: current state of knowledge. J Appl Meteorol Climatol 46:1230–1251

    Google Scholar 

  • Knippertz P, Fink AH, Deroubaix A, Morris E, Tocquer F, Evans MJ, Flamant C, Gaetani M, Lavaysse C, Mari C, Marsham JH, Meynadier R, Affo-Dogo A, Bahaga T, Brosse F, Deetz K, Guebsi R, Latifou I, Maranan M, Rosenberg PD, Schlueter A (2017) A meteorological and chemical overview of the DACCIWA field campaign in West Africa in June–July 2016. Atmos Chem Phys Discuss. https://doi.org/10.5194/acp-2017-345

  • Kothai P, Saradhi IV, Pandit GG, Puranik VD (2011) Chemical characterization and source identification of PM at urban site of Mumbai India. Aerosol Air Qual Res 11:560–569

    CAS  Google Scholar 

  • Liousse C, Assamoi E, Criqui P, Granier C, Rosset R (2014) African combustion emission explosive growth from 2005 to 2030. Environ Res Lett. https://doi.org/10.1088/1748e9326/9/3/035003

  • Manousakas M, Diapouli E, Papaefthymiou H, Kantarelou V, Zarkadas C, Kalogridis A-C, Karydas A-G, Eleftheriadis K (2017) XRF characterization and source apportionment of PM10 samples collected in a coastal city. X-Ray Spectrom 1–11

  • Mari CH, Reeves CC, Law KS, Ancellet G, Andres-Hernandez MD, Barret B, Bechara J, Borbon A, Bouarar I, Cairo F, Commane R, Delon C, Evans MJ, Fierli F, Floquet C, Galy-Lacaux C, Heard DE, Homan CD, Ingham T, Larsen N, Lewis AC, Liousse C, Murphy JG, Orlandi E, Oram DE, Saunois M, Serca D, Stewart DJ, Stone D, Thouret V, van Velthoven P, Williams JE (2011) Atmospheric composition of West Africa: highlights from the AMMA international program. Atmos Sci Lett 12:13–18

    Google Scholar 

  • Mason B, Moore BC (1982) Principles of geochemistry, New York

  • Masri S, Garshick E, Hart J, Bouhamra W, Koutrakis P (2017) Use of visual range measurements to predict fine particulate matter exposures in southwest Asia and Afghanistan. J Air Waste Manage Assoc 67:75–85

    CAS  Google Scholar 

  • McTainsh GH, Nickling WG, Lynch AW (1997) Dust deposition and particle size in Mali, West Africa. Catena 29:307–322

    CAS  Google Scholar 

  • Nastos PT, Bleta AG, Matsangouras IT (2016) Human thermal perception related to Föhn winds due to Saharan dust outbreaks in Crete Island, Greece. Theor Appl Climatol 1–13. https://doi.org/10.1007/s00704-015-1724-3

  • Ogungbenro SB, Morakinyo TE (2014) Rainfall distribution and change detection across climatic zones in Nigeria. Weather Clim Extremes 5:1–6

    Google Scholar 

  • Omotosho JB, Abiodun BJ (2007) A numerical study of moisture build-up and rainfall over West Africa. Meteorol Appl 14:209–225

    Google Scholar 

  • Pant P, Harrison RM (2013) Estimation of the contribution of road traffic emissions to particulate matter concentrations from field measurements: a review. Atmos Environ 77:78–97

    CAS  Google Scholar 

  • Peltier RE, Cromar KR, Ma Y, Fan Z-H, Lippmann M (2011) Spatial and seasonal distribution of aerosol chemical components in New York City: (2) road dust and other tracers of traffic-generated air pollution. J Expo Sci Environ Epidemiol 21:484–494

    CAS  Google Scholar 

  • Polymenakou PN, Mandalakis M, Stephanou EG, Tselepides A (2008) Particle size distribution of airborne microorganisms and pathogens during an intense African dust event in the eastern Mediterranean. Environ Health Perspect 116:292–296

    Google Scholar 

  • Prospero JM, Ginoux P, Torres O, Nicholson SE, Gill TE (2002) Environmental characterization of global sources of atmospheric soil dust identified with the nimbus 7 total ozone mapping spectrometer (TOMS) absorbing aerosol product. Rev Geophys 40:1002. https://doi.org/10.1029/2000RG000095

    Article  Google Scholar 

  • Qin Y, Chan KC, Chan YL (1997) Characteristics of chemical compositions of atmospheric aerosols in HongKong: spatial and seasonal distributions. Sci Total Environ 206:25–37

    CAS  Google Scholar 

  • Reimann C, Caritat P (2000) Enrichment factors (EFs) in environmental geochemistry. Environ Sci Technol 34:5084–5091

    CAS  Google Scholar 

  • Resch F, Sunnu A, Afeti G (2008) Saharan dust flux and deposition rate near the Gulf of Guinea. Chem Phys Meteorol 60:98–105

    Google Scholar 

  • Rissler J, Swietlicki E, Bengtsson A, Boman C, Pagels J, Sandstrom T, Blomberg A, Londahl J (2012) Experimental determination of deposition of diesel exhaust particles in the human respiratory tract. J Aerosol Sci 48:18–33

    CAS  Google Scholar 

  • Rodriguez S, Querol X, Alastuey A, Kallos G, Kakaliagou O (2001) Saharan dust contributions to PM10 and TSP levels in Southern and Eastern Spain. Atmos Environ 35:2433–2447

    CAS  Google Scholar 

  • Rolph G, Stein A, Stunder B (2017) Real-time environmental applications and display sYstem: READY. Environ Model Softw 95:210–228

    Google Scholar 

  • Shao Y, Wyrwoll KH, Chappell A, Huang J, Lin Z, McTainsh GH, Mikami M, Tanaka TY, Wang X, Yoon S (2011) Dust cycle: an emerging core theme in earth system science. Aeolian Res 2:181–204

    Google Scholar 

  • Song F, Gao Y (2011) Size distributions of trace elements associated with ambient particular matter in the affinity of a major highway in the New Jersey New York metropolitan area. Atmos Environ 45:6714–6723

    CAS  Google Scholar 

  • Stein AF, Draxler RR, Rolph GD, Stunder BJB, Cohen MD, Ngan F (2015) NOAA’s HYSPLIT atmospheric transport and dispersion modeling system. Bull Am Meteorol Soc 96:2059–2077

    Google Scholar 

  • Sunnu A, Afeti G, Resch F (2008) A long-term experimental study of the Saharan dust presencein West Africa. Atmos Res 87:13–26

    Google Scholar 

  • Tanaka TY, Chiba MA (2006) Numerical study of the contribution of dust source regions to the global dust budget. Glob Planet Chang 52:88–104

    Google Scholar 

  • Wahlin P, Berkowicz R, Palmgren F (2006) Characterization of traffic-generated particulate matter in Copenhagen. Atmos Environ 40:2151–2159

    CAS  Google Scholar 

  • Watson GJ, Chow CJ, Houck JE (2001) PM2.5 chemical source profiles for vehicle exhaust, vegetative burning, geological material and coal burning in Northwestern Colorado during 1995. Chemosphere 43:1141–1151

    CAS  Google Scholar 

  • WHO (2006) Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide, Global update 2005. World Health Organization, Geneva

    Google Scholar 

  • WHO (2016) Ambient (Outdoor) air quality and health. http://www.who.int/mediacentre/factsheets/fs313/en/

Download references

Acknowledgments

O. E. Abiye and C. E. Ugwumadu are grateful for International Atomic Energy Agency (IAEA) Training Fellowship at the Agency’s Nuclear Science and Instrumentation Laboratory (NSIL) in Seibersdorf, Austria. We specially thank Prof. Piet Van Espen of Antwerp University Belgium, Drs. Roman Padilla Avarez and Allessandro Migrioli for their mentorship. O. E. Abiye is grateful for the travel support received from Centre for Atmospheric Research (CAR) Kogi State University Campus, National Space Research and Development Agency, Nigeria to present this work at The Sao Paulo School of Advance Science on Atmospheric Aerosols, Brazil in 2019. The authors gratefully acknowledge the NOAA Air Resources Laboratory (ARL) for the provision of the HYSPLIT transport and dispersion model and READY website (http://www.ready.noaa.gov) used in this publication. The modified 8-port sampler and consumables used in this study were generously donated by Dr. Monica Price of Faculty of Health Sciences & Wellbeing, University of Sunderland, UK and is hereby appreciated.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Olawale E. Abiye.

Additional information

Responsible Editor: Gerhard Lammel

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

Abiye, O.E., Matthew, O.J., Rabiu, A.B. et al. Chemical footprints of harmattan dust and traffic corridor particulates monitored at two environmentally distinct geopolitical zones in Nigeria. Environ Sci Pollut Res 27, 39317–39329 (2020). https://doi.org/10.1007/s11356-020-10004-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-10004-x

Keywords

Navigation