Skip to main content
Log in

Concentration, distribution and association of heavy metals in Multi-matrix samples of Himalayan foothill along elevation gradients

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

The current research plan was designed to investigate occurrence, source origin and association of heavy metals (HMs) in multi-matrix (road dust, soil and vegetation) samples along elevation gradients of Himalayan foothill, Pakistan. Therefore for this purpose, road dust (n = 28), soil (n = 42) and vegetation (n = 125) samples along different elevation gradients were collected and analyzed for HMs concentrations on flame atomic absorption spectrophotometer. Higher ∑HM concentrations were recorded in soil, dust and vegetation samples at the high elevation zones [Temperate (zone-3) and moist-temperate (zone-4)]. A clear elevation trends for cadmium (Cd), and manganese concentration in soil and Cd concentration in vegetation samples at zones were depicted but on site basis there was no clear elevation trends for the targeted metals. Stable Carbon isotopic method in soil reported that air-borne sources and geological rock outcropping are the main contributors and have shown strong positive relation with elevation, temperature, precipitation, sand, silt, and total organic carbon. Principal component analysis/multiple linear regression predicted multiple HMs pollution sources (long range atmospheric transport (LRAT), wet deposition, parent rock materials, vehicular emissions and to some extent air-borne sources) as contributor in soil, dust and vegetation samples. The geo-accumulation index (Igeo) in soil predicted that all four zones were confirmed as moderately to strongly polluted for Cd; unpolluted to moderately polluted for lead and designated as unpolluted zones for all other HMs. Further, the future in-depth studies regarding LRAT phenomenon is needed to study the fates, behaviors’ and deposition patterns of HMs in soil and vegetation.

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

Similar content being viewed by others

References

  • Abollino O, Aceto M, Malandrino M, Sarzanini C, Mentasti E (2003) Adsorption of heavy metals on Na-montmorillonite. Effect of pH and organic substances. Water Res 37(7):1619–1627

    Google Scholar 

  • Ahmed F, Ishiga H (2006) Trace metal concentrations in street dusts of Dhaka city, Bangladesh. Atmos Environ 40:3835–3844

    Google Scholar 

  • Al-Alawi MM, Mandiwana KL (2007) The use of Aleppo pine needles as a bio-monitor of heavy metals in the atmosphere. J Hazard Mater 148:43–46

    Google Scholar 

  • Al-Khashman OA (2004) Heavy metal distribution in dust, street dust and soils from the work place in Karak Industrial Estate, Jordan. Atmos Environ 38:6803–6812

    Google Scholar 

  • Al-Khashman OA (2007) Determination of metal accumulation in deposited street dusts in Amman, Jordan. Environ Geochem Health 29:1–10

    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

    Google Scholar 

  • Arjouni MY, Bennouna MA, El Alaoui EL, Fels MA, Romane A (2015) Assessment of mineral elements and heavy metals in leaves of indigenous cypress of High Atlas Mountains. Nat Prod Res 29:764–767

    Google Scholar 

  • ASTM-D-2216-98 (1998) Standard test method for laboratory determination of water (moisture) content of soil and rock by mass. ASTM Int. https://doi.org/10.1520/D2216-19

    Article  Google Scholar 

  • Bai J, Cui B, Wang Q, Gao H, Ding Q (2009) Assessment of heavy metal contamination of roadside soils in Southwest China. Stoch Environ Res Risk Assess 23:341–347

    Google Scholar 

  • Bakirdere S, Yaman M (2008) Determination of lead, cadmium and copper in roadside soil and plants in Elazig, Turkey. Environ Monit Assess 136:401–410

    Google Scholar 

  • Barbieri M (2016) The importance of enrichment factor (EF) and geoaccumulation index (Igeo) to evaluate the soil contamination. J Geol Geophys 5:1–4

    Google Scholar 

  • Billett M, Fitzpatrick E, Cresser M (1991) Long-term changes in the Cu, Pb, and Zn content of forest soil organic horizons from north-east Scotland. Water Air Soil Pollut 59(1–2):179–191

    Google Scholar 

  • Bing H, Wu Y, Zhou J, Li R, Luo J, Yu D (2016) Vegetation and cold trapping modulating elevation-dependent distribution of trace metals in soils of a high mountain in Eastern Tibetan Plateau. Sci Rep 6:1–14

    Google Scholar 

  • Boutton TW, Archer SR, Midwood AJ, Zitzer SF, Bol R (1998) δ13C values of soil organic carbon and their use in documenting vegetation change in a subtropical savanna ecosystem. Geoderma 82:5–41

    Google Scholar 

  • Cerling TE (1984) The stable isotopic composition of modern soil carbonate and its relationship to climate. Earth Planet Sci Lett 71(2):229–240

    Google Scholar 

  • Chen X, Xia X, Zhao Y, Zhang P (2010) Heavy metal concentrations in roadside soils and correlation with urban traffic in Beijing, China. J Hazard Mater 181:640–646

    Google Scholar 

  • Christoforidis A, Stamatis N (2009) Heavy metal contamination in street dust and roadside soil along the major national road in Kavala’s region, Greece. Geoderma 151:257–263

    Google Scholar 

  • Chuan MC, Shu GY, Liu JC (1996) Solubility of heavy metals in a contaminated soil: effects of redox potential and pH. Water Air Soil Pollut 90:543–556

    Google Scholar 

  • Cuna S, Pop D, Hosu A (2001) Carbon and oxygen isotope ratios in rona limestone, Romania. Stud Univ Babes-Bolyai Geol 46:139–152

    Google Scholar 

  • Divrikli U, Soylak M, Elci L, Dogan M (2003) Trace heavy metal levels in street dust samples from Yozgat city center, Turkey. J Trace Microprobe Tech 21:351–361

    Google Scholar 

  • Duzgoren-Aydin NS, Wong CSC, Aydin A, Song Z, You M, Li XD (2006) Heavy metal contamination and distribution in the urban environment of Guangzhou, SE China. Environ Geochem Health 28:375–391

    Google Scholar 

  • Faiz Y, Tufail M, Javed MT, Chaudhry MM (2009) Road dust pollution of Cd, Cu, Ni, Pb and Zn along Islamabad Expressway, Pakistan. Microchem J 92:186–192

    Google Scholar 

  • Fantozzi F, Monaci F, Blanusa T, Bargagli R (2013) Holm Oak (Quercusilex L.) canopy as interceptor of airborne trace elements and their accumulation in the litter and topsoil. Environ Pollut 183:89–95

    Google Scholar 

  • Ferreira-Baptista L, De Miguel E (2005) Geochemistry and risk assessment of street dust in Luanda, Angola: a tropical urban environment. Atmos Environ 39:4501–4512

    Google Scholar 

  • Gandois L, Probst A (2012) Localisation and mobility of trace metal in silver fir needles. Chemosphere 87:204–210

    Google Scholar 

  • Gerdol R, Bragazza L, Marchesini R (2002) Element concentrations in the forest moss Hylocomiumsplendens: variation associated with altitude, net primary production and soil chemistry. Environ Pollut 116:129–135

    Google Scholar 

  • Guan Z, Li XG, Wang L (2018) Heavy metal enrichment in roadside soils in the eastern Tibetan Plateau. Environ Sci Pollut Res 25:7625–7637

    Google Scholar 

  • Hameed M, Nawaz T, Ashraf M, Ahmad F, Ahmad KS, Ahmad MSA, Raza SH, Hussain M, Ahmad I (2012) Floral biodiversity and conservation status of the himalayan foothill region, Punjab. Pakistan J Bot 44:143–149

    Google Scholar 

  • Heinrichs H, Mayer R (1977) Distribution and cycling of major and trace elements in two central european forest ecosystems. J Environ Qual 6:402–407

    Google Scholar 

  • Heavy Metal Emissions for Danish Road Transport, National Environmental Research Institute, Aarhus University

  • Heinrichs H, Mayer R (1980) The role of forest vegetation in the biogeochemical cycle of heavy metals. J Environ Qual 9:111–118

    Google Scholar 

  • Herngren L, Goonetilleke A, Ayoko GA (2006) Analysis of heavy metals in road-deposited sediments. Anal Chim Acta 571:270–278

    Google Scholar 

  • Hjortenkrans D, Bergbäck B, Häggerud A (2006) New metal emission patterns in road traffic environments. Environ Monit Assess 117:85–98

    Google Scholar 

  • Iqbal J, Shah MH (2011) Distribution, correlation and risk assessment of selected metals in urban soils from Islamabad, Pakistan. J Hazard Mater 192(2):887–898

    Google Scholar 

  • Johansson K, Andersson A, Andersson T (1995) Regional accumulation pattern of heavy metals in lake sediments and forest soils in Sweden. Sci Total Environ 160–161:373–380

    Google Scholar 

  • Jordanova NV, Jordanova DV, Veneva L, Yorova K, Petrovsky E (2003) Magnetic response of soils and vegetation to heavy metal pollution—a case study. Environ Sci Technol 37:4417–4424

    Google Scholar 

  • Khan AB, Kathi S (2014) Evaluation of heavy metal and total petroleum hydrocarbon contamination of roadside surface soil. Int J Environ Sci Technol 11:2259–2270

    Google Scholar 

  • Kord B, Mataji A, Babaie S (2010) Pine (Pinus Eldarica Medw.) needles as indicator for heavy metals pollution. Int J Environ Sci Technol 7:79–84

    Google Scholar 

  • Kuang YW, Wen DZ, Zhou GY, Liu SZ (2007) Distribution of elements in needles of Pinusmassoniana (Lamb.) was uneven and affected by needle age. Environ Pollut 145:730–737

    Google Scholar 

  • Kyllonen K, Karlsson V, Ruoho-Airola T (2009) Trace element deposition and trends during a ten year period in Finland. Sci Total Environ 407:2260–2269

    Google Scholar 

  • Li C, Kang S, Wang X, Ajmone-Marsan F, Zhang Q (2008) Heavy metals and rare earth elements (REEs) in soil from the Nam Co Basin, Tibetan Plateau. Environ Geol 53:1433–1440

    Google Scholar 

  • Liu X, Li J, Zheng Q, Bing H, Zhang R, Wang Y, Luo C, Liu X, Wu Y, Pan S, Zhang G (2014) Forest filter effect versus cold trapping effect on the altitudinal distribution of PCBs: a case study of Mt. Gongga, Eastern Tibetan Plateau. Environ Sci Technol 48:14377–14385

    Google Scholar 

  • Luo J, She J, Yang P, Sun S, Li W, Gong Y, Tang R (2014) Heavy metal concentrations in timberline trees of eastern Tibetan Plateau. Ecotoxicology 23:1086–1098

    Google Scholar 

  • Malandrino M, Abollino O, Giacomino A, Aceto M, Mentasti E (2006) Adsorption of heavy metals on vermiculite: influence of pH and organic ligands. J Colloid Interface Sci 299:537–546

    Google Scholar 

  • Meza-Figueroa D, De la O-Villanueva M, De la Parra ML (2007) Heavy metal distribution in dust from elementary schools in Hermosillo, Sonora, México. Atmos Environ 41:276–288

    Google Scholar 

  • Müller G (1979) Schwermetalle in den sedimenten des RheinseVeranderungen seitt 1971. Umschau 79:778–783

    Google Scholar 

  • Nabulo G, Oryem-Origa H, Diamond M (2006) Assessment of lead, cadmium, and zinc contamination of roadside soils, surface films, and vegetables in Kampala City, Uganda. Environ Res 101:42–52

    Google Scholar 

  • Nagajyoti PC, Lee KD, Sreekanth TVM (2010) Heavy metals, occurrence and toxicity for plants: a review. Environ Chem Lett 8:199–216

    Google Scholar 

  • Ndiokwere CL (1984) A study of heavy metal pollution from motor vehicle emissions and its effect on roadside soil, vegetation and crops in Nigeria. Environ Pollut Ser B Chem Phys 7:35–42

    Google Scholar 

  • Pagotto C, Rémy N, Legret M, Legret M (2001) Heavy metal pollution of road dust and roadside soil near a major rural highway. Environ Technol (United Kingdom) 22:307–319

    Google Scholar 

  • Pekey H, Doǧan G (2013) Application of positive matrix factorisation for the source apportionment of heavy metals in sediments: a comparison with a previous factor analysis study. Microchem J 106:233–237

    Google Scholar 

  • Powers JS, Veldkamp E (2005) Regional variation in soil carbon and δ13C in forests and pastures of northeastern Costa Rica. Biogeochemistry 72:315–336

    Google Scholar 

  • Ramlan MN, Badri MA (1989) Heavy metals in tropical city street dust and roadside soils: a case of Kuala Lumpur, Malaysia. Environ Technol Lett 10:435–444

    Google Scholar 

  • Reiners AWA, Marks RH, Vitousek PM (2016) Nordic Society Oikos heavy metals in subalpine and alpine soils of New Hampshire Published by : Wiley on behalf of Nordic Society Oikos Stable https://www.jstor.org/stable/3543497 REFERENCES Linked references are available on JSTOR for this article : You may need to log in to JSTOR to access the linked references . Your use of the JSTOR archive indicates your acceptance of the Terms and Conditions of Use , available at 26, pp 264–275

  • Robertson DJ, Taylor KG, Hoon SR (2003) Geochemical and mineral magnetic characterisation of urban sediment particulates, Manchester, UK. Appl Geochem 18:269–282

    Google Scholar 

  • Ryan J, Estefan G, Rashid A (2007) Soil and plant analysis laboratory manual: ICARDA

  • Sahu V, Nath V, Asthana AK, Yunus M (2014) Marchantia paleacea Bertol. as quantitative biomonitor of atmospheric heavy metals deposition. J Recent Adv Appl Sci 29:22–27

    Google Scholar 

  • Salemaa M, Derome J, Helmisaari HS, Nieminen T, Vanha-Majamaa I (2004) Element accumulation in boreal bryophytes, lichens and vascular plants exposed to heavy metal and sulfur deposition in Finland. Sci Total Environ 324:141–160

    Google Scholar 

  • Saur E, Juste C (1994) Enrichment of trace elements from long-range aerosol transport in sandy podzolic soils of southwest France. Water Air Soil Pollut 73:235–246

    Google Scholar 

  • Schlesinger WH, Reiners WA, Knopman DS (1974) Heavy metal concentrations and deposition in bulk precipitation in Montane ecosystems of New Hampshire, USA. Environ Pollut 6:39–47

    Google Scholar 

  • Shi G, Chen Z, Xu S, Zhang J, Wang L, Bi C, Teng J (2008) Potentially toxic metal contamination of urban soils and roadside dust in Shanghai, China. Environ Pollut 156:251–260

    Google Scholar 

  • Shparyk YS, Parpan VI (2004) Heavy metal pollution and forest health in the Ukrainian Carpathians. Environ Pollut 130:55–63

    Google Scholar 

  • Steinnes E, Friedland AJ (2006) Metal contamination of natural surface soils from long-range atmospheric transport: Existing and missing knowledge. Environ Rev 14:169–186

    Google Scholar 

  • Stevenson BA, Kelly EF, McDonald EV, Busacca AJ (2005) The stable carbon isotope composition of soil organic carbon and pedogenic carbonates along a bioclimatic gradient in the Palouse region, Washington State, USA. Geoderma 124:37–47

    Google Scholar 

  • Sun SQ, Wang DY, He M, Zhang C (2009) Monitoring of atmospheric heavy metal deposition in Chongqing, China-based on moss bag technique. Environ Monit Assess 148:1–9

    Google Scholar 

  • Tamminen P, Starr M, Kubin E (2004) Element concentrations in boreal, coniferous forest humus layers in relation to moss chemistry and soil factors. Plant Soil 259:51–58

    Google Scholar 

  • Tang R, Luo J, Yang P, She J, Chen Y, Gong Y, Zhou J (2014) Trace metals of needles and litter in timberline forests in the Eastern of Tibetan Plateau, China. Ecol Indic 45:669–676

    Google Scholar 

  • Tian S, Liang T, Li K (2019) Fine road dust contamination in a mining area presents a likely air pollution hotspot and threat to human health. Environ Int 128:201–209

    Google Scholar 

  • Tüzen M (2003) Determination of heavy metals in soil, mushroom and plant samples by atomic absorption spectrometry. Microchem J 74:289–297

    Google Scholar 

  • Vega FA, Covelo EF, Andrade ML, Marcet P (2004) Relationships between heavy metals content and soil properties in mine soils. Anal Chim Acta 524:141–150

    Google Scholar 

  • Viard B, Pihan F, Promeyrat S, Pihan JC (2004) Integrated assessment of heavy metal (Pb, Zn, Cd) highway pollution: bioaccumulation in soil, Graminaceae and land snails. Chemosphere 55:1349–1359

    Google Scholar 

  • Walk M (1991) (Received June 4, 1990; revised February 5, 1991), pp 179–191

  • Wang XS (2008) Correlations between heavy metals and organic carbon extracted by dry oxidation Cuna procedure in urban roadside soils. Environ Geol 54(2):269–273

    Google Scholar 

  • Wang C, Li W, Yang Z, Chen Y, Shao W, Ji J (2015) An invisible soil acidification: critical role of soil carbonate and its impact on heavy metal bioavailability. Sci Rep 5:1–9

    Google Scholar 

  • Wei B, Jiang F, Li X, Mu S (2010) Heavy metal induced ecological risk in the city of Urumqi, NW China. Environ Monit Assess 160:33–45

    Google Scholar 

  • Wei Z, Wang D, Zhou H, Qi Z (2011) Assessment of soil heavy metal pollution with Principal component analysis and Geoaccumulation index. Procedia Environ Sci 10:1946–1952

    Google Scholar 

  • Wiederhold JG (2015) Metal stable isotope signatures as tracers in environmental geochemistry. Environ Sci Technol 49:2606–2624

    Google Scholar 

  • Wilcke W, Müller S, Kanchanakool N, Zech W (1998) Urban soil contamination in Bangkok: heavy metal and aluminium partitioning in topsoils. Geoderma 86:211–228

    Google Scholar 

  • Yang Y, Ji C, Chen L, Ding J, Cheng X, Robinson D (2015) Edaphic rather than climatic controls over 13C enrichment between soil and vegetation in alpine grasslands on the Tibetan Plateau. Funct Ecol 29:839–848

    Google Scholar 

  • Yu KC, Tsai LJ, Chen SH, Ho ST (2001) Correlation analyses on binding behavior of heavy metals with sediment matrices. Water Res 35:2417–2428

    Google Scholar 

  • Zamanian K, Pustovoytov K, Kuzyakov Y (2016) Pedogenic carbonates: forms and formation processes. Earth Sci Rev 157:1–17

    Google Scholar 

  • Zechmeister HG (1995) Correlation between altitude and heavy metal deposition in the Alps. Environ Pollut 89(1):73–80

    Google Scholar 

  • Zehetner F, Rosenfellner U, Mentler A, Gerzabek MH (2009) Distribution of road salt residues, heavy metals and polycyclic aromatic hydrocarbons across a highway-forest interface. Water Air Soil Pollut 198:125–132

    Google Scholar 

  • Zhang M, Hao W (2009) Concentrations and chemical forms of potentially toxic metals in road-deposited sediments from different zones of Hangzhou, China. J Environ Sci 21(5):625–631

    Google Scholar 

  • Zhang HM, Zhang H, Song A, Qin J, Song M (2013) Evaluation of ecological risk on soil heavy metals pollution of Qingyuan. Adv Mater Res 610–613:928–931

    Google Scholar 

  • Zhang M, Wang H (2009) Concentrations and chemical forms of potentially toxic metals in road-deposited sediments from different zones of Hangzhou, China. J Environ Sci 21:625–631

    Google Scholar 

  • Zheng YM, Chen TB, He JZ (2008) Multivariate geostatistical analysis of heavy metals in topsoils from Beijing, China. J Soils Sedim 8:51–58

    Google Scholar 

  • Zhiyuan W, Dengfeng W, Huiping Z, Zhiping Q (2011) Assessment of soil heavy metal pollution with principal component analysis and geoaccumulation index. Procedia Environ Sci 10:1946–1952

    Google Scholar 

Download references

Acknowledgements

This work was supported by the Pakistan institute of nuclear sciences and technology (PINSTECH), Islamabad and department of biochemistry, Quaid-i-Azam University, Islamabad especially in regards of metal and physico-chemical analysis and stable carbon isotope determination. The authors are thankful to the members of the Environmental biology and Applied Ecotoxicology Laboratory, Department of Environmental Sciences, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad for their support during sampling. The authors are highly encouraged the efforts of Dr. Mushtaq Ahmed and Dr. Zaffar for the plant species identification.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Muhammad Usman Khan or Riffat Naseem Malik.

Ethics declarations

Conflict of interest

All the authors of the manuscript have declared that they have no competent interest.

Additional information

Publisher's Note

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

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1224 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Salim, Z., Khan, M.U. & Malik, R.N. Concentration, distribution and association of heavy metals in Multi-matrix samples of Himalayan foothill along elevation gradients. Environ Earth Sci 79, 479 (2020). https://doi.org/10.1007/s12665-020-09218-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-020-09218-6

Keyword

Navigation