Skip to main content

Advertisement

Log in

Macrobenthic invertebrates as bioindicators of trace elements in high-mountain lakes

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

Abstract

Alpine lakes are extreme ecosystems located in remote areas and populated by few but well-adapted species. Because of their remote location, they are often considered pristine, unpolluted ecosystems. Since the 1980s, however, they have been affected by global anthropogenic impacts. Macrobenthic invertebrates play a pivotal role in these ecosystems and can be used as bioindicators also for monitoring the accumulation of trace elements. We characterized the macrobenthic invertebrates community of Balma Lake (Cottian Alps, Northwest Italy) and Dimon Lake (Carnic Alps, Northeast Italy) in summer and autumn and measured the levels of nine trace elements (As, Cd, Cr, Cu, Fe, Ni, Pb, Se, Zn) in the most abundant taxa (Chironomidae and Oligochaeta in both lakes and Hirudinea in Dimon Lake) in both seasons. The highest levels of trace elements were recorded for Fe, Cu, and Zn according to their environmental availability and their function as essential elements. The total amount of trace elements was highest for the Chironomidae from both lakes compared to the other two taxa. As, Cd, Pb, and Zn were measured in sediment to calculate bioaccumulation factor (BAF) values. The amount of elements in sediment and macrobenthic invertebrates was higher for Dimon Lake, suggesting a greater flux via precipitation of contaminants from the lowland. The BAF values were decreased with increasing trace elements concentration in sediment, indicating mechanisms of elements excretion in biota where the environment is contaminated. This study is the first to report on the use of macrobenthic invertebrates to monitor trace elements in Alpine lakes.

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

  • Ahearn GA, Mandal PK, Mandal A (2004) Mechanisms of heavy metal sequestration and detoxification in crustaceans: a review. J Comp Physiol B 174:439–452

    CAS  Google Scholar 

  • ARPA FVG (2017) Atlante climatologico del Friuli Venezia-Giulia. http://www.meteo.fvg.it/clima.php?ln=. Accessed 19 July 2019

  • Arslan N, Koç B, Çiçek A (2010) Metal contents in water, sediment, and Oligochaeta-Chironomidae of Lake Uluabat, a Ramsar site of Turkey*. Sci World J 10:1269–1281

    CAS  Google Scholar 

  • Balma GAC, Delmastro GB, Forneris G (1989) Segnalazione di alcune specie ittiche esotiche d’importazione in Italia settentrionale, con particolare riferimento alle acque piemontesi (Pisces: Osteichthyes). Atti Società Italiana Scienze Naturali, Museo Civico di Storia Naturale di Milano, Milano 130(7):109–116 (in Italian)

    Google Scholar 

  • Barka S, Pavillon JF, Amiard-Triquet C (2010) Metal distribution in Tigriopus brevicornis (Crustacea, Copepoda) of copper, zinc, nickel, cadmium, silver and mercury and assessment of subsequent transfer in the food web. Environ Toxicol 25:350–360

    CAS  Google Scholar 

  • Bat L, Raffaelli D, Marr IL (1998) The accumulation of copper, zinc and cadmium by the amphipod Corophium volutator (Pallas). J Exp Mar Biol Ecol 223:167–184

    CAS  Google Scholar 

  • Batifol FM, Boutron CF (1984) Atmospheric heavy metal in high altitude surface snows from Mont Blanc, French Alps. Atmos Environ 1S./11:2507–2515

    Google Scholar 

  • Bertoni R (2006) Laghi e scienza - Introduzione alla limnologia. Aracne Editrice, Roma

    Google Scholar 

  • Boggero A, Füreder L, Lencioni V, Simcic T, Thaler B, Ferrarese U, Lotter AF, Ettinger R (2006) Littoral chironomid communities of Alpine lakes in relation to environmental factors. Hydrobiologia 562:145–165

    CAS  Google Scholar 

  • Boggero A, Zaupa S, Rossaro B, Lencioni V, Marziali L, Buzzi F, Fiorenza A, Cason M, Giacomazzi F, Pozzi S (2014) Protocollo di campionamento ed analisi dei macroinvertebrati negli ambienti lacustri. Manuali e linee guida 111/2014. CNR-IRSA, Roma (in Italian)

  • Boyle JF (2001) Inorganic geochemical methods in palaeolimnology: In: Last W.M. and Smol J.P. (eds), Tracking environmental changes using lake sediments, vol. 2, Physical and geochemical methods. Developments in Paleoenvironmental Research, Kluwer Academic Publishers, Dordrecht, pp. 83–141

  • Bretschko G (1974) The chironomid fauna of a high mountain lake (Vorderer Finstertaler see, Tyrol, Austria). Entomological Tidskript 95:22–33

    Google Scholar 

  • Caldwell MM, Robberecht R, Billings WD (1980) A steep latitudinal gradient of solar ultraviolet-B radiation in the Arctic-Alpine life zone. Ecology 61:600–611

    Google Scholar 

  • Camarero L (2003) Spreading of trace metals and metalloids pollution in lake sediments over the Pyrénées. J Phys IV France 107:249–253

    CAS  Google Scholar 

  • Camarero L, Botev I, Muri G, Psenner R, Rose N, Stuchlík E (2009a) Trace elements in alpine and arctic lake sediments as a record of diffuse atmospheric contamination across Europe. Freshw Biol 54(12):2518–2532

    CAS  Google Scholar 

  • Camarero L, Rogora M, Mosello R, Anderson NJ, Barbieri A, Botev I, Kernan M, Kopàćek J, Korhola A, Lotter AF, Muri G, Postolache C, Stuchik E, Thies H, Wright RF (2009b) Regionalization of chemical variability in European mountain lakes. Freshw Biol 54:2452–2469

    CAS  Google Scholar 

  • Cardoso PG, Lillebø AI, Pereira E, Duarte AC, Pardal MA (2009) Different mercury bioaccumulation kinetics by two macrobenthic species: the bivalve Scrobicularia plana and the polychaete Hediste diversicolor. Mar Environ Res 68:12–18

    CAS  Google Scholar 

  • Casado-Martinez MC, Forja JM, DelValls TA (2009) A multivariate assessment of sediment contamination in dredged materials from Spanish ports. J Hazard Mater 163:1353–1359

    CAS  Google Scholar 

  • Catalán J, Camarero L, Felip M, Pla S, Ventura M, Buchaca T, Bartumeus F, De Mendoza G, Miró A, Casamayor EO, Medina-Sánchez JM, Bacardit M, Altuna M, Bartrons M, Díaz de Quijano D (2006) High mountain lakes: extreme habitats and witnesses of environmental changes. Limnetica 25:551–584

    Google Scholar 

  • Catalán J, Curtis CJ, Kernan M (2009) Remote European mountain lake ecosystems: regionalisation and ecological status. Freshw Biol 54(12):2419–2432

    Google Scholar 

  • Chen W, Tan SK, Tay JH (1996) Distribution, fractional composition and release of sediment-bound heavy metals in tropical reservoirs. Water Air Soil Pollut 92:273e286

    Google Scholar 

  • Čiamporová-Zaťovičová Z, Hamerlik L, Šporka F, Bitušik P (2010) Littoral benthic macroinvertebrates of alpine lakes (Tatra Mts) along an altitudinal gradient: a basis for climate change assessment. Hydrobiologia 648:19–34

    Google Scholar 

  • Crane JL (2006a) Phase IV GIS-based sediment quality database for the St. Louis river area of concern—Wisconsin focus. Overview of sediment quality conditions in the St. Louis river area of concern. Minnesota Pollution Control Agency, environmental analysis and outcomes division, St. Paul, MN. MPCA document number tdr-fg06-04. http://www.pca.state.mn.us/publications/tdr-fg06-04a.pdf. Accessed 19 July 2019

  • Crane JL (2006b) Sediment quality conditions in the lower St. Louis river, Minnesota/Wisconsin. Minnesota Pollution Control Agency, environmental analysis and outcomes division, St. Paul, MN. MPCA document number tdr-fg06-03. (http://www.pca.state.mn.us/publications/tdr-fg06-03.pdf. Accessed 19 July 2019

  • Davison W (1993) Iron and manganese in lakes. Earth Sci Rev 34:119–163

    CAS  Google Scholar 

  • Dodds WK, Whiles MR (2010) Freshwater ecology: concepts and environmental applications of limnology (second edition). Academic Press, Elsevier, San Diego

    Google Scholar 

  • Dumnicka E (1994) Communities of oligochaetes in mountain streams of Poland. Hydrobiologia 278:107–110

    Google Scholar 

  • Dumnicka E, Boggero A (2007) Freshwater Oligochaeta in two mountain ranges in Europe: the Tatra Mountains (Poland) and the Alps (Italy). Fund Appl Limnol 168:231–242

    Google Scholar 

  • Dumnicka E, Steingruber S, Colombo L, Zaupa S, Boggero A (2015) Oligochaete assemblages of Swiss Alpine lakes. Ital J Zool 82:112–123

    Google Scholar 

  • Environmental Protection Agency (1996) Method 3052: microwave assisted acid digestion of siliceous and organically based matrices. In: In: Test Methods for evaluating solid waste, physical/chemical methods SW-846. US Government Printing Office, Washington

    Google Scholar 

  • Esposito G, Meloni D, Abete MC, Colombero G, Mantia M, Pastorino P, Prearo M, Pais A, Antuofermo E, Squadrone S (2018) The bivalve Ruditapes decussatus: a biomonitor of trace elements pollution in Sardinian coastal la- goons (Italy). Environ Pollut 242:1720e1728

    Google Scholar 

  • Felip M, Camarero L, Catalan J (1999) Temporal changes of microbial assemblages in the ice and snow cover of a high mountain lake. Limnol Oceanogr 44:973–987

    Google Scholar 

  • Ferrario C, Finizio A, Villa S (2017) Legacy and emerging contaminants in meltwater of three alpine glaciers. Sci Total Environ 574:350–357

    CAS  Google Scholar 

  • Fjellheim A, Raddum GG, Schnell ØA (2000) EMERGE - protocol for the sampling of contemporary invertebrates - European mountain lake ecosystems: regionalisation, diaGnostics & socio-economic evaluation (EMERGE), protocol 06. University College London, London

    Google Scholar 

  • Fjellheim A, Raddum GG, Vandvik V, Cogălniceanu D, Boggero A, Brancelj A, Galas J, Sporka F, Vidinova Y, Bitusik P, Dumnicka E, Gâldean N, Kownacki A, Krno I, Preda E, Rîşnoveanu G, Stuchlik E (2009) Diversity and distribution patterns of benthic invertebrates along alpine gradients. A study of remote European freshwater lakes. Adv Limnol 62:167–190

    CAS  Google Scholar 

  • Förstner U, Wittmann GT (1981) Metal pollution in the aquatic environment. Springer, London

    Google Scholar 

  • Fuganti A, Morteani G, Bazzoli G, Cocco S, Santuliana E, Visintainer M (2005) L’arsenico nelle rocce, nelle acque superficiali e nelle acque sotterranee della valle dell’Adige fra Mezzolombardo e Mattarello e presso Roveré della luna (Trento). http://www.museocivico.rovereto.tn.it/UploadDocs/5003_art_04_fuganti.pdf. Accessed 19 July 2019

  • Füreder L, Ettinger R, Boggero A, Thaler B, Thies H (2006) Macroinvertebrate diversity in Alpine lakes: effects of altitude and catchment properties. Hydrobiologia 652:123–144

    Google Scholar 

  • Goodyear KL, McNeill S (1999) Bioaccumulation of heavy metals by aquatic macroinvertebrates of different feeding guilds: a review. Sci Total Environ 229:1–19

    CAS  Google Scholar 

  • Gray NF, Delaney E (2008) Comparison of benthic macroinvertebrate indices for the assessment of the impact of acid mine drainage on an Irish river below an abandoned Cu-S mine. Environ Pollut 155:31–40

    CAS  Google Scholar 

  • Hamerlík L, Svitok M, Novikmec M, Veselská M, Bitušík P (2017) Weak altitudinal pattern of overall chironomid richness is a result of contrasting trends of subfamilies in high-altitude ponds. Hydrobiologia 793:67–81

    Google Scholar 

  • Hare L (1992) Aquatic insects and trace metals: bioavailability, bioaccumulation, and toxicity. Crit Rev Toxicol 22:327–369

    CAS  Google Scholar 

  • Henriques-Oliveira AL, Dorvillé LFM, Nessimian JL (2003) Distribuition of Chironomidae larvae fauna (Insecta: Diptera) on different substrates in a stream at Floresta da Tijuca, RJ. Brasil Acta Limnol Bras 15(2):69–84

    Google Scholar 

  • Hinder B, Gabathuler M, Steiner B, Hanselmann K, Preisig HR (1999) Seasonal dynamics and phytoplankton diversity in high mountain lakes (Jöri Lakes, Swiss Alps). J Limnol 58:152–161

    Google Scholar 

  • Hofmann W (1988) The significance of chironomid analysis (Insecta: Diptera) from paleolimnological research. Palaeogeogr Palaeoclimatol Palaeoecol 62:501–509

    Google Scholar 

  • Hosseini Alhashemi A, Sekhavatjou MS, Hassanzadeh Kiabi B, Karbassi AR (2012) Bioaccumulation of trace elements in water, sediment, and six fish species from a freshwater wetland. Iran Microchem J 104:1–6

    CAS  Google Scholar 

  • Hung H, Katsoyianni AA, Brorström-Lundén E, Olafsdottir K, Aas W, Breivik K, Bohlin-Nizzetto P, Sigurdsson A, Hakola H, Bossi R et al (2016) Temporal trends of persistent organic pollutants (POPs) in Arctic air: 20 years of monitoring under the Arctic Monitoring and Assessment Programme (AMAP). Environ Pollut 217:52–61

    CAS  Google Scholar 

  • Jensen HS, Kristensen P, Jeppesen E, Skytthe A (1992) Iron:phosphorus ratio in surface sediment as an indicator of phosphorus release from aerobic sediments in shallow lakes. Hydrobiologia 235(236):731–743

    Google Scholar 

  • Kalantzi I, Papageorgiou N, Sevastou K, Black KD, Pergantis SA, Karakassis I (2014) Metals in benthic macrofauna and biogeochemical factors affecting their trophic transfer to wild fish around fish farm cages. Sci Total Environ 470:742–753

    Google Scholar 

  • Karadede-Akin H, Unlu E (2007) Heavy metal concentrations in water, sediments, fish and some benthic organisms from Tigris river. Turkey Environ Monit Assess 131:323–337

    CAS  Google Scholar 

  • Kiffney PM, Clements WH (1993) Bioaccumulation of heavy metals by benthic invertebrates at the Arkansas River. Colorado Environ Toxicol Chem 12:1507–1517

    CAS  Google Scholar 

  • Klavinš M, Briede A, Parele E, Rodinov V, Klavina I (1998) Metal accumulation in sediments and benthic invertebrates in lakes of Latvia. Chemosphere 36:3043–3053

    Google Scholar 

  • Köck G, Hofer R (1998) Origin of cadmium and lead in clear softwater lakes of high-altitude and high-latitude, and their bioavailability and toxicity to fish. In: Braunbeck T., Hinton D.E., Streit B. (eds) fish ecotoxicology. EXS, vol 86. Birkhäuser, base

  • Köck G, Triendl M, Hofer R (1996) Seasonal patterns of metal accumulation in Arctic charr (Salvelinus alpinus) from an oligotrophic Alpine lake related to temperature. Institute of Zoology and Limnology, University of Innsbruck, Technikerstrasse 25, A-6020 Innsbruck. Austria Environ Int 53(4):780–786

    Google Scholar 

  • Kownacki A, Galas J, Dumnicka E, Mielewczyk S (2000) Invertebrate communities in permanent and temporary high mountain lakes (Tatra Mts). Ann Limnol 36:181–188

    Google Scholar 

  • Kownacki A, Dumnicka E, Kwandrans J, Galas J, Ollik M (2006) Benthic communities in relation to environmental factors in small high mountain ponds threatened by air pollutants. Boreal Environ Res 11:481–492

    CAS  Google Scholar 

  • Lencioni V, Lazzara M (2004) I chironomidi subfossili (Diptera Chironomidae) del lago di Tovel (Trentino, Alpi centro-orientali): uno sguardo agli ultimi 400 anni. Studi Trentini di Scienze Naturali, Acta Biologica 81:155–165

    Google Scholar 

  • Luoma SN (1989) Can we determine the biological availability of sediment-bound trace elements? Hydrobiologia. 176(177):379–396

    Google Scholar 

  • Maret TR, Cain DJ, MacCoy DE, Short TM (2003) Response of benthic invertebrate assemblages to metal exposure and bioaccumulation associated with hard-rock mining in northwestern streams USA. J N Am Benthol Soc 22:598–620

    Google Scholar 

  • Merritt RW, Cummins KW (2006) Trophic relationships of macroinvertebrates. In: Hauer FR, Lamberti GA (eds) Methods in stream ecology. Academic Press, San Diego, pp 585–610

    Google Scholar 

  • Nessimian JL, Sanseverino AM (1998) Trophic functional characterization of the chironomid larvae (Diptera: Chironomidae) in a first-order stream at the mountain region of Rio de Janeiro state, Brazil. Verhandlungen der Internationalen Vereinigung für theoretische and angewandte Limnologie 26:2115–2211

    Google Scholar 

  • Nessimian JL, Sanseverino AM, Oliveira ALH (1999) Relações tróficas de larvas de Chironomidae e sua importância na rede alimentar em um brejo no litoral do Estado do Rio de Janeiro. Rev Bras Entomol 43:47–53

    Google Scholar 

  • Novikmec M, Veselská M, Bitušík P, Hamerlík L, Matúšová Z, Reduciendo Klementová B, Svitok M (2015) Checklist of benthic macroinvertebrates of high-altitude ponds of the Tatra Mountains (Central Europe) with new records of two species for Slovakia. Check List J biodiver Data 11:1–12

    Google Scholar 

  • Oertli B, Indermuehle N, Angélibert S, Hinden H, Stoll A (2008) Macroinvertebrate assemblages in 25 high alpine ponds of the Swiss National Park (Cirque of Macun) and relation to environmental variables. Hydrobiologia 597:29–41

    Google Scholar 

  • Oliver DR (1983) The larvae of Diamesinae (Diptera: Chironomidae) of the Holarctic region - keys and diagnoses. In: Wiederholm T. (Ed.) Chironomidae of the Holarctic region - keys and diagnoses. Part 1: larvae. Entomologica Scandinavica: Supplement 19:115–138

    Google Scholar 

  • Pan YP, Wang YS (2015) Atmospheric wet and dry deposition of trace elements at 10 sites in Northern China. Atmos Chem Phys 15:951–972

    Google Scholar 

  • Pastorino P, Bertoli M, Squadrone S, Brizio P, Piazza G, Oss Noser AG, Prearo M, Abete MC, Pizzul E (2019) Detection of trace elements in freshwater macrobenthic invertebrates of different functional feeding guilds: a case study in Northeast Italy. Ecohydrol Hydrobiol 19(3):428–440

    Google Scholar 

  • Pastorino P, Polazzo F, Bertoli M, Santi M, Righetti M, Pizzu E, Prearo M (2020) Consequences of fish introduction in fishless Alpine lakes: preliminary notes from a sanitary point of view. Turk J Fish Aquat Sc 20(1):1–8

    Google Scholar 

  • ARPA Piemonte (2017) Accesso ai dati. Annali meteorologici ed idrologici https://www.arpa.piemonte.it/rischinaturali/accesso-ai-dati/annali_meteoidrologici/annali-meteo-idro/annali-meteorologici-ed-idrologici.html. Accessed 19 July 2019

  • Poma G, Salerno F, Roscioli C, Novati S, Guzzella L (2017) Persistent organic pollutants in sediments of high-altitude Alpine ponds within Stelvio National Park, Italian Alps. Inland Waters 7:34–44

    CAS  Google Scholar 

  • Rainbow PS, Dallinger R (1992) Metal uptake, regulation and excretion in freshwater invertebrates. In: Dallinger R, Rainbow PS (eds) Ecotoxicology of metals in invertebrates. Lewis Publishers, Boca Raton

    Google Scholar 

  • Renberg I, Bränvall ML, Bindler R, Emteryd O (2000) Atmospheric lead pollution during four millennia (2000 BC to 2000 AD) in Sweden. Ambio 29:150–156

    Google Scholar 

  • Rott E (1988) Some aspects of the seasonal distribution of flagellates in mountain lakes. Hydrobiologia 161:159–170

    Google Scholar 

  • Ruus A, Schaanning M, Øxnevad S, Hylland K (2005) Experimental results on bioaccumulation of metals and organic contaminants from marine sediments. Aquat Toxicol 72:273–292

    CAS  Google Scholar 

  • Sæther OA (1979) Chironomid communities as water quality indicators. Holarct Ecol 2:65–74

    Google Scholar 

  • Santoro A, Blo G, Mastrolitti S, Fagioli F (2009) Bioaccumulation of heavy metals by aquatic macroinvertebrates along the Basento River in the south of Italy. Water Air Soil Pollut 201:19–31

    CAS  Google Scholar 

  • Schaller J, Weiske A, Mkandawire M, Dudel EG (2010) Invertebrate control metals and arsenic sequestration as ecosystem engineers. Chemosphere 79:169–173

    CAS  Google Scholar 

  • Sommaruga R (2001) The role of solar UV radiation in the ecology of alpine lakes. J Photochem Photobiol B Biol 62:35–42

    CAS  Google Scholar 

  • Squadrone S, Brizio P, Stella C, Prearo M, Pastorino P, Serracca L, Ercolini C, Abete MC (2016) Presence of trace metals in aquaculture marine ecosystems of the northwestern Mediterranean Sea (Italy). Environ Poll 215:77–83

    CAS  Google Scholar 

  • Starkweather PL (1990) Zooplankton community structure of high elevation lakes: biogeographic and predator-prey interactions. Internationale Vereinigung für Theoretische und Angewandte Limnologie: Verhandlungen 24:513–517

    Google Scholar 

  • Tiberti R, Tartari G, Marchetto A (2010) Geomorphology and hydrochemistry of 12 Alpine lakes in the Gran Paradiso National Park Italy. J Limnol 69:242–256

    Google Scholar 

  • Tiberti R, von Hardenberg A, Bogliani G (2014) Ecological impact of introduced fish in high altitude lakes: a case of study from the European Alps. Hydrobiologia 724:1–19

    CAS  Google Scholar 

  • Timmermans KR, Walker RA (1989) The fate of trace metals during the metamorphosis of chironomids (Diptera, Chironomidae). Environm Pollut 62:73–85

    CAS  Google Scholar 

  • Tylmann W, Łysek K, Kinder M, Pemp-Kowiak J (2011) Regional pattern of heavy metal content in Lake sediments in northeastern Poland. Water Air Soil Pollut 216:217–228

    CAS  Google Scholar 

  • Verdonschot PFM (2001) Hydrology and substrates: determinants of oligochaete distribution in lowland streams (the Netherlands). Hydrobiologia 463:249–262

    Google Scholar 

  • Wiederholm T (1984) Responses of aquatic insects to environmental pollution. The ecology of aquatic insects. Praeger Publishers, New York

    Google Scholar 

Download references

Acknowledgments

The Authors would like to thank the Municipalities of Ligosullo (UD) and Coazze (TO) for their hospitality, Club Alpino Italiano - Coazze (Alfio Usseglio), Marco Rosa Clot and Luca Rosa Clot (GeoStudio RC, Giaveno, Torino), and Ente di Gestione delle Aree Protette delle Alpi Cozie (Michele Ottino) for their technical support.

Funding

This study was financed in part by Fondazione CRT “Richieste Ordinarie” Progetto ALPLA (18D03).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paolo Pastorino.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Responsible editor: Philippe Garrigues

Publisher’s note

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

Electronic supplementary material

ESM 1

(DOC 34 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Pastorino, P., Pizzul, E., Bertoli, M. et al. Macrobenthic invertebrates as bioindicators of trace elements in high-mountain lakes. Environ Sci Pollut Res 27, 5958–5970 (2020). https://doi.org/10.1007/s11356-019-07325-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-019-07325-x

Keywords

Navigation