Skip to main content
Log in

The Effect of Heavy Industry on Air Pollution Studied by Active Moss Biomonitoring in Donetsk Region (Ukraine)

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

Abstract

The active moss biomonitoring technique was applied to assess the environmental pollution in the Donetsk region and to compare the biomonitoring capacity of acrocarpous (Ceratodon purpureus) and pleurocarpous (Brachythecium campestre) moss transplants. Moss bags were exposed for 6 months in the surroundings of two steelworks, a power station, and two parks. The concentrations of 19 elements were determined in the moss transplants by neutron activation analysis and atomic absorption spectrometry. Various environmental indices—relative accumulation factor, contamination factor, pollution load index, enrichment factor, and ecological risk index—were used to quantitatively assess the degree of ambient contamination. The RAF values indicate that the most prevalent elements in Brachythecium campestre and Ceratodon purpureus were Na, Al, Ca, Fe, Ti, V, Cr, Mn, Co, Ni, Zn, Ba, Sr, Pd, and Cd. The results showed a significant difference between metal accumulation by Ceratodon purpureus and Brachythecium campestre indicating various mechanisms of uptake. All elements were highly correlated in Ceratodon purpureus. The main air pollution sources in the region are the Zuivska power station (Zuivska TES), Donetsk Metallurgical Plant, and Yenakiieve Iron and Steel Works.

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

References

  • Adamo P, Giordano S, Vingiani S, Castaldo Cobianchi R, Violante P (2003) Trace element accumulation by moss and lichen exposed in bags in the city of Naples (Italy). Environ Pollut 122(1):91–103. https://doi.org/10.1016/S0269-7491(02)00277-4

    Article  CAS  Google Scholar 

  • Aničić M, Frontasyeva MV, Tomašević M, Popović A (2007) Assessment of atmospheric deposition of heavy metals and other elements in Belgrade using the moss biomonitoring technique and neutron activation analysis. Environ Monit Assess 129:207–219. https://doi.org/10.1007/s10661-006-9354-y

    Article  CAS  Google Scholar 

  • Aničić M, Tasić M, Frontasyeva MV, Tomašević M, Rajšić S, Mijić Z, Popović A (2009) Active moss biomonitoring of trace element with Sphagnum girgensohnii moss bags in relation to atmospheric bulk deposition in Belgrade, Serbia. Environ Pollut 157:673–679. https://doi.org/10.1016/j.envpol.2008.08.003

    Article  CAS  Google Scholar 

  • Ares Á, Aboal JR, Carballeira A, Giordano S, Adamo P, Fernández JA (2012) Moss bag biomonitoring: a methodological review. Sci Total Environ 432:143–158. https://doi.org/10.1016/j.scitotenv.2012.05.087

    Article  CAS  Google Scholar 

  • Ares A, Aboal A, Carballeira A, Fernández A (2015a) Do moss bags containing devitalized Sphagnum denticulatum reflect heavy metal concentrations in bulk deposition. Ecol Indic 50:90–98. https://doi.org/10.1016/j.ecolind.2014.10.030

    Article  CAS  Google Scholar 

  • Ares A, Varelan Z, Aboal JR, Carballeira A, Fernández JA (2015b) Active biomonitoring with the moss Pseudoscleropodium purum: Comparison between different types of transplants and bulk deposition. Ecotoxicol Environ Saf 120:74–79. https://doi.org/10.1016/j.ecoenv.2015.05.033

    Article  CAS  Google Scholar 

  • ATSDR (2005a) Toxicological profile for Nicel. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • ATSDR (2005b) Toxicological profile for zinc. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • ATSDR (2012a) Toxicological profile for Cadmium. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • ATSDR (2012b) Toxicological profile for Chromium. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • ATSDR (2014) Toxicological profile for Cobalt. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • ATSDR (2019) Toxicological profile for Lead. US Department of Health and Human Services, Public Health Service, Atlanta, GA

  • Calvo A, Alves C, Castro A, Pont V, Vicente A, Fraile R (2013) Research on aerosol sources and chemical composition: past, current and emerging issues. Atmos Res 120–121:1–28. https://doi.org/10.1016/j.atmosres.2012.09.021

    Article  CAS  Google Scholar 

  • Cimboláková I, Uher I, Laktičová KV, Vargová M, Kimáková T, Papajová I (2019) Heavy metals and the environment. Environ Factors Affecting Hum Health. https://doi.org/10.5772/intechopen.86876

    Article  Google Scholar 

  • Chatterjee M, Silva FE, Sarkar SK (2007) Distribution and possible source of trace elements in the sediment cores of a tropical macrotidal estuary and their ecotoxicological significance. Environ Int 33:346–356. https://doi.org/10.1016/j.envint.2006.11.013

    Article  CAS  Google Scholar 

  • Chen CW, Kao CM, Chen CF, Dong CD (2007) Distribution and accumulation of heavy metals in the sediments of Kaohsiung Harbor, Taiwan. Chemosphere 66(8):1431–1440. https://doi.org/10.1016/j.chemosphere.2006.09.030

    Article  CAS  Google Scholar 

  • Chen Q, Fang YM, Yan Y, Chen BJ (2014) Assessment of heavy metal contamination by moss-bag method and road-dust method for Taizhou urban area Huanjing Kexue. Environ Sci 35(5):1901–1908

    CAS  Google Scholar 

  • Donec'ka oblast': Geografichnij atlas: Moja mala Bat'kivshhina (2004) Vidpovidal'nij redaktor T. V. Pogurel's'ka – K.: Tov. Vidavnictvo «Mapa». 20. (in Ukrainian)

  • Dubey B, Pal AK, Singh G (2012) Trace metal composition of airborne particulate matter in the coal mining and non–mining areas of Dhanbad Region, Jharkhand, India. Atmos Pollut Res 3(2):238–246. https://doi.org/10.5094/apr.2012.026

    Article  CAS  Google Scholar 

  • Fernández JA, Carballeira A (2001) Evaluation of contamination by different elements. In: Terrestrial mosses. Arch Environ Contam Toxicol 40(4):461–468. https://doi.org/https://doi.org/10.1007/s002440010198

  • Fernandez JA, Aboal JR, Carballeira A (2004) Identification of pollution sources by means of moss bags. Ecotoxicol Environ Saf 59(1):76–83. https://doi.org/10.1016/j.ecoenv.2004.01.007

    Article  CAS  Google Scholar 

  • Frontasyeva MV (2011) Neutron activation analysis in the life sciences. PEPAN 42(2):332–378. https://doi.org/10.1134/S1063779611020043

    Article  CAS  Google Scholar 

  • Ganeva A (1998) Airborne pollution in “Parangalitza” biosphere reserve (Rila Mountain) estimated by means of bryophytes. Hergozia 13:113–118

    Google Scholar 

  • Giordano S, Adamo P, Monaci F, Pittao E, Tretiach M, Bargagli R (2009) Bags with oven-dried moss for the active monitoring of airborne trace elements in urban areas. Environ Pollut 157:2798–2805. https://doi.org/10.1016/j.envpol.2009.04.020

    Article  CAS  Google Scholar 

  • González GA, Pokrovsky SO (2014) Metal adsorption on mosses: toward a universal adsorption model. J Colloid Interface Sci 415:169–178. https://doi.org/10.1016/j.jcis.2013.10.028

    Article  CAS  Google Scholar 

  • Goodman TG, Roberts TM (1971) Plants and soils as indicators of metals in the air. Nature 231:287–292. https://doi.org/10.1038/231287a0

    Article  CAS  Google Scholar 

  • Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res 975:50–56

    Google Scholar 

  • Ignatov MS, Milyutina IA (2010) The genus Brachythecium (Brachytheciaceae, Musci) In Russia: comments on species and key for identification. Arctoa 19:1–30

    Article  Google Scholar 

  • Jakovleva JuK (2014) Promyshlennyj kompleks Doneckoj oblasti: sovremennoe sostojanie, potencial i perspektivy razvitija. Social’naja i jekonomicheskaja geografija 1(28):29–40 ((in Russian))

    Google Scholar 

  • Kempter H, Görres M, Frenzel B (1997) Ti and Pb concentrations in rainwater-fed bogs in Europe as indicators of past anthropogenic activities. Water Air Soil Pollut 100(3/4):367–377. https://doi.org/10.1023/a:1018376509985

    Article  CAS  Google Scholar 

  • Markert B (1992) Establishing of “Reference Plant” for inorganic characterization of different plant species by chemical fingerprinting. Water Air Soil Pollut 64(3–4):533–538. https://doi.org/10.1007/bf00483363

    Article  CAS  Google Scholar 

  • Mishra S, Bharagava RN, More N, Yadav A, Zainith S, Mani S, Chowdhary P (2018) Heavy metal contamination: an alarming threat to environment and human health. Environmental Biotechnology: For Sustainable Future. Springer Nature Singapore Pte. Ltd. 103–125. https://doi.org/https://doi.org/10.1007/978-981-10-7284-0_5

  • Norseth T (1981) The carcinogenicity of chromium. Environ Health Perspect 40:121–130. https://doi.org/10.1289/ehp.8140121

    Article  CAS  Google Scholar 

  • Pavlov SS, Dmitriev AY, Frontasyeva MV (2016) Automation system for neutron activation analysis at the reactor IBR-2, Frank Laboratory of Neutron Physics, Joint Institute for Nuclear Research, Dubna, Russia. J Radioanal Nucl Chem 309:27–38. https://doi.org/10.1007/s10967-016-4864-8

    Article  CAS  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. https://doi.org/10.1016/j.atmosenv.2013.04.028

    Article  CAS  Google Scholar 

  • Rajfur M, Świsłowski P, Nowainski F, Śmiechowicz B (2018) Mosses as biomonitor of air pollution with analytes originating from tobacco smoke. Chem Didact Ecol Metrol 23(1–2):127–136. https://doi.org/10.1515/cdem-2018-0008

    Article  CAS  Google Scholar 

  • Ratcliffe JM (1975) An evaluation of the use of biological indicators in an atmospheric lead survey. Atmos Environ 9:623–629. https://doi.org/10.1016/0004-6981(75)90006-2

    Article  CAS  Google Scholar 

  • Regional'na dopovid' pro stan navkolyshn'ogo pryrodnogo seredovyshha v Donec'kij oblasti u 2017 roci. (2018) Departament ekologii' ta pryrodnyh resursiv. Donec'ka oblasna Derzhavna Administracija. Kramators'k. 176. (in Ukrainian).

  • Rühling A, Rasmusen L, Pilegaard K (1987) Survey of atmospheric heavy metal deposition in the Nordic countries in 1985 monitored by moss analysis. NORD 21:44

    Google Scholar 

  • Sapickaja IK (2009) Formirovanie Zhiznennogo Cikla Ugol’noj Promyshlennosti Donbassa. Jekonomika promyshlennosti 3(46):45–52 ((in Russian))

    Google Scholar 

  • Sergeeva AS, Alemasova AS, Safonov AI (2018) Nakoplenie tjazhelyh metallov gametofitami mohoobraznyh v jekotopah promyshlennogo Donbassa. Doneckie chtenija 2018: obrazovanie, nauka, innovacii, kul’tura i vyzovy sovremennosti: Materialy Mezhdunar. nauch. konf. Doneck 2:217–218 ((in Russian))

    Google Scholar 

  • Sergeeva AS, Alemasova AS, Safonov AI (2019) Nakoplenie tjazhelyh metallov mohoobraznymi v razlichnyh jekotopah Donbassa. Transformacija jekosistem pod vozdejstviem prirodnyh i antropogennyh faktorov. Materialy Mezhdunar. nauch konf. Kirov. 60–65 (in Russian)

  • Shaw J, Jules ES, Beer SC (1991) Effects of metals on growth, morphology, and reproduction of Ceratodon purpureus. Bryologist 94(3):270–277

    Article  CAS  Google Scholar 

  • Shirale AO, Meena BP, Gurav PP, Srivastava SB, Ashis KT, Jyoti KS, Jayaraman P, Ashok KR, Annangi S (2019) Prospects and challenges in utilization of indigenous rocks and minerals as source of potassium in farming. J Plant Nutr 42(19):2682–2701. https://doi.org/10.1080/01904167.2019.1659353

    Article  CAS  Google Scholar 

  • Sinex SA, Helz GR (1981) Regional geochemistry of trace elements in Chesapeake Bay sediments. Environ Geol 3:315–323. https://doi.org/10.1007/BF02473521

    Article  CAS  Google Scholar 

  • The Collection of the Number of the Existing Population of Ukraine as of January 1, 2020 (2020) State Statistics Service of Ukraine. Кyiv. 82. (in Ukrainian)

  • Tomlinson DL, Wilson JG, Harris CR, Jeffrey DW (1980) Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresuntersuchungen 33:566–575. https://doi.org/10.1007/BF02414780

    Article  Google Scholar 

  • Vitt DH (2013) Peatlands. Encyclopedia of ecology, 2nd edn. 2:557–566. https://doi.org/https://doi.org/10.1016/B978-0-12-409548-9.00741-7.

  • Vuković G, Aničić Urošević M, Škrivanj S, Vergel K, Tomašević M, Popović A (2017) The first survey of airborne trace elements at airport using moss bag technique. Environ Sci Pollut Res Int 24(17):15107–15115. https://doi.org/10.1007/s11356-017-9140-0

    Article  CAS  Google Scholar 

  • Zhang J, Liu CL (2002) Riverine composition and estuarine geochemistry of particulate metals in China-weathering features, anthropogenic impact and chemical fluxes. Estuar Coast Shelf Sci 54:1051–1070. https://doi.org/10.1006/ecss.2001.0879

    Article  CAS  Google Scholar 

  • Zinicovscaia I, Hramco C, Duliu OG, Vergel K, Culicov OA, Frontasyeva MV et al (2017) Air pollution study in the Republic of Moldova using moss biomonitoring technique. Bull Environ Contam Toxicol 98(2):262–269. https://doi.org/10.1007/s00128-016-1989-y

    Article  CAS  Google Scholar 

  • Zoller W, Gladney ES, Duce RA (1974) Atmospheric concentrations and sources of trace metals at the South Pole. Science 183:198–200. https://doi.org/10.1126/science.183.4121.198

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

All authors read and approved the final manuscript. Writing, original draft preparation, A.S.; writing, review and editing A.S. and I.Z.; visualization, A.S. and I.Z.; conceptualization, A.S. and I.Z.; methodology, A.S. and I.Z.; validation, A.S, I.Z, K.V, and N.Y.; formal analysis, A.S, I.Z, K.V, and N.Y.; data curation A.S, K.V, and N.Y.; supervision, A.S. and I.Z.; project administration, A.S.

Corresponding author

Correspondence to Anastasiya Sergeeva.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sergeeva, A., Zinicovscaia, I., Vergel, K. et al. The Effect of Heavy Industry on Air Pollution Studied by Active Moss Biomonitoring in Donetsk Region (Ukraine). Arch Environ Contam Toxicol 80, 546–557 (2021). https://doi.org/10.1007/s00244-021-00834-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00244-021-00834-2

Navigation