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Journal of Soils and Sediments

, Volume 19, Issue 1, pp 148–158 | Cite as

Impacts of urbanization and landscape patterns on the accumulation of heavy metals in soils in residential areas in Beijing

  • Tian Xie
  • Meie Wang
  • Weiping ChenEmail author
  • Herman Uwizeyimana
Soils, Sec 2 • Global Change, Environ Risk Assess, Sustainable Land Use • Research Article
  • 96 Downloads

Abstract

Purpose

In metropolitan cities, residential land use is most closely related to inhabitants’ daily life among all land use types. The aim of this study is to determine the influence of urbanization and landscape attributes on heavy metal accumulation in urban residential areas.

Materials and methods

Soil samples under different vegetative cover types were collected from 115 residential areas of Beijing. Samples were digested using a four-acid mixture (HCl, HNO3, HF, and HClO4). We analyzed contents of nine elements, including Cd, Co, Cr, Cu, Mn, Ni, Pb, V, and Zn. Meanwhile, urbanization and landscape information, including age of residential community, distance to the city center, population density, distance to the nearest building, height of the building, and green space area, were recorded at each sampling site. Statistical analytic tools and geospatial analysis techniques were employed to further examine the relationship between urbanization and landscape indicators and accumulation of heavy metals in urban residential soils.

Results and discussion

Our results revealed that Cu, Cd, Pb, and Zn were the most accumulated heavy metals in the study area. Their mean concentrations were 23.5, 0.139, 27.3, and 96.2 mg/kg, respectively. The spatial distribution of heavy metal accumulation was also analyzed. Urbanization indicators, including age of residential community, distance to the city center, population density, and distance from sampling point to the nearest residential building, were found significantly correlated with the contents of Cu, Cd, Pb, and Zn in residential soils. However, height of the residential building and green space area had little impact on intercepting air pollutants and lowering the heavy metal concentration in residential soils. Moreover, different vegetative types were found to have significant influence on the heavy metal accumulation. Arbor was more efficient than other types in capturing atmospheric suspended particulates which contain heavy metals.

Conclusions

In this study, we identified Cu, Cd, Pb, and Zn as the most accumulated heavy metals, illustrated the spatial distribution characteristics of heavy metal accumulation, and further elaborated the influence of urbanization and landscape patterns, as well as the vegetative cover types on the heavy metal accumulation. The accumulations of Cu, Pb, and Zn in urban residential soils were probably dependent on atmospheric deposition.

Keywords

Heavy metal Residential areas Spatial patterns Urbanization Vegetation 

Notes

Acknowledgements

We acknowledge the financial support of the Natural key R&D Program of China (2017YFC0505702), the Natural Science Foundation of China (41601556), and the Chinese Academy of Sciences (QYZDB-SSW-DQC034).

Supplementary material

11368_2018_2011_MOESM1_ESM.png (12.2 mb)
Fig. S1 Six vegetative cover categories investigated in residential areas in Beijing (PNG 12.2 mb)
11368_2018_2011_MOESM2_ESM.png (2.1 mb)
Fig. S2 (a) Regression analysis between heavy mental concentrations and construction ages. (b). Regression analysis between heavy mental concentrations and distance to the city center. (c). Regression analysis between heavy mental concentrations and population density. (d). Regression analysis between heavy mental concentrations and distance to the residential building (PNG 2.13 mb)
11368_2018_2011_MOESM3_ESM.png (2.7 mb)
Fig. S3 Geochemical maps correlating the spatial distribution of heavy metals with the spatial pattern of distance to the city center. (PNG 2.74 mb)
11368_2018_2011_MOESM4_ESM.png (2.7 mb)
Fig. S4 Geochemical maps correlating the spatial distribution of heavy metals with the spatial pattern of population density (PNG 2.71 mb)
11368_2018_2011_MOESM5_ESM.png (2.8 mb)
Fig. S5 Geochemical maps correlating the spatial distribution of heavy metals with the spatial pattern of distance to the nearest building (PNG 2.76 mb)
11368_2018_2011_MOESM6_ESM.docx (15 kb)
Table S1 (DOCX 14 kb)

References

  1. Aelion CM, Davis HT, Lawson AB, Cai B, McDermott S (2014) Temporal and spatial variation in residential soil metal concentrations: implications for exposure assessments. Environ Pollut 185:365–368CrossRefGoogle Scholar
  2. Ajmone-Marsan F, Certini G, Scalenghe R (2016) Describing urban soils through a faceted system ensures more informed decision-making. Land Use Policy 51:109–119CrossRefGoogle Scholar
  3. Castanheiro A, Samson R, De Wael K (2016) Magnetic- and particle-based techniques to investigate metal deposition on urban green. Sci Total Environ 571:594–602CrossRefGoogle Scholar
  4. Chen TB, Zheng YM, Lei M, Huang ZC, Wu HT, Chen H, Fan K-K, Yu K, Wu X, Tian Q-Z (2005) Assessment of heavy metal pollution in surface soils of urban parks in Beijing, China. Chemosphere 60:542–551CrossRefGoogle Scholar
  5. 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 181:640–646CrossRefGoogle Scholar
  6. 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 151:257–263CrossRefGoogle Scholar
  7. CNEMC China National Environmental Monitoring Center (1990) Background values of elements in soils of China (in Chinese)Google Scholar
  8. Fleming GA, Walsh T, Ryan P (1968) Some factors influencing the content and profile distribution of trace elements in Irish soils. Proc 9th Int Congr Soil Sci 2:341Google Scholar
  9. Grimm NB, Faeth SH, Golubiewski NE, Redman CL, Wu J, Bai X, Briggs JM (2008) Global change and the ecology of cities. Science 319:756–760CrossRefGoogle Scholar
  10. Gu Y-G, Gao Y-P, Lin Q (2016) Contamination, bioaccessibility and human health risk of heavy metals in exposed-lawn soils from 28 urban parks in southern China’s largest city, Guangzhou. Appl Geochem 67:52–58CrossRefGoogle Scholar
  11. Harrison RM, Laxen DPH, Wilson SJ (1981) Chemical associations of lead, cadmium, copper, and zinc in street dusts and roadside soils. Environ Sci Technol 15:1378–1383CrossRefGoogle Scholar
  12. John MK (1972) Cadmium adsorption maxima of soils as measured by the langmuir isother. Can J Soil Sci 52:343–350CrossRefGoogle Scholar
  13. Kabata-Pendias A (2001) Trace elements in soils and plants, 3rd edn. CRC Press, Boca RatonGoogle Scholar
  14. Kaye JP, Groffman PM, Grimm NB, Baker LA, Rv. P (2006) A distinct urban biogeochemistry? Trends Ecol Evol 21:192–199CrossRefGoogle Scholar
  15. Lincoln JD, Ogunseitan OA, Shapiro AA, Saphores J-DM (2007) Leaching assessments of hazardous materials in cellular telephones. Environ Sci Technol 41:2572–2578CrossRefGoogle Scholar
  16. Liu R, Wang M, Chen W, Peng C (2016) Spatial pattern of heavy metals accumulation risk in urban soils of Beijing and its influencing factors. Environ Pollut 210:174–181CrossRefGoogle Scholar
  17. Maas J, Verheij RA, Groenewegen PP, de Vries S, Spreeuwenberg P (2006) Green space, urbanity, and health: how strong is the relation? J Epidemiol Commun Health 60:587–592CrossRefGoogle Scholar
  18. Madrid L, Díaz-Barrientos E, Madrid F (2002) Distribution of heavy metal contents of urban soils in parks of Seville. Chemosphere 49:1301–1308CrossRefGoogle Scholar
  19. McBride MB (1981) Forms and distribution of copper in solid and solution phases of soil. In: Loeragan JF, Robson AD, Graham RD (eds) Copper in soils and plants. Academic Press, New York, p 25Google Scholar
  20. Mielke H (1999) Lead in the inner cities. Am Sci 87:62CrossRefGoogle Scholar
  21. Mielke HW, Wang G, Gonzales CR, Powell ET, Le B, Quach VN (2004) PAHs and metals in the soils of inner-city and suburban New Orleans, Louisiana, USA. Environ Toxicol Pharmacol 18:243–247CrossRefGoogle Scholar
  22. Miguel ED, Llamas JF, Chacón E, Berg T, Larssen S, Røyset O, Vadset M (1997) Origin and patterns of distribution of trace elements in street dust: unleaded petrol and urban lead. Atmos Environ 31:2733–2740CrossRefGoogle Scholar
  23. Nowak DJ, Hirabayashi S, Bodine A, Hoehn R (2013) Modeled PM2.5 removal by trees in ten U.S. cities and associated health effects. Environ Pollut 178:395–402CrossRefGoogle Scholar
  24. Paul BK, Freer-Smith PH, Gail T (2000) Particulate pollution capture by urban trees: effect of species and windspeed. Glob Chang Biol 995–1003Google Scholar
  25. Peng C, Ouyang Z, Wang M, Chen W, Jiao W (2012) Vegetative cover and PAHs accumulation in soils of urban green space. Environ Pollut 161:36–42CrossRefGoogle Scholar
  26. Peng C, Ouyang Z, Wang M, Chen W, Li X, Crittenden JC (2013) Assessing the combined risks of PAHs and metals in urban soils by urbanization indicators. Environ Pollut 178:426–432CrossRefGoogle Scholar
  27. Peng C, Wang M, Chen W (2016) Spatial analysis of PAHs in soils along an urban–suburban–rural gradient: scale effect, distribution patterns, diffusion and influencing factors. Sci Rep_UK 6:37185CrossRefGoogle Scholar
  28. Pickett STA, Cadenasso ML, Grove JM, Boone CG, Groffman PM, Irwin E, Kaushal SS, Marshall V, McGrath BP, Nilon CH, Pouyat RV, Szlavecz K, Troy A, Warren P (2011) Urban ecological systems: scientific foundations and a decade of progress. J Environ Manag 92:331–362CrossRefGoogle Scholar
  29. Rodríguez Martín JA, De AC, Ramosmiras JJ, Gil C, Boluda R (2015) Impact of 70 years urban growth associated with heavy metal pollution. Environ Pollut 196:156–163CrossRefGoogle Scholar
  30. Rodríguez N, Amils R, Jiménez-Ballesta R, Rufo L, Fuente V (2007) Heavy metal content in Erica andevalensis: an endemic plant from the extreme acidic environment of Tinto River and its soils. Arid Land Res Manag 21:51–65CrossRefGoogle Scholar
  31. Schipperijn J, Stigsdotter UK, Randrup TB, Troelsen J (2010) Influences on the use of urban green space—a case study in Odense, Denmark. Urban For Urban Green 9:25–32CrossRefGoogle Scholar
  32. Schwarz K, Pickett STA, Lathrop RG, Weathers KC, Pouyat RV, Cadenasso ML (2012) The effects of the urban built environment on the spatial distribution of lead in residential soils. Environ Pollut 163:32–39CrossRefGoogle Scholar
  33. Soon YK, Abboud S (1991) A comparison of some methods for soil organic carbon determination. Commun Soil Sci Plan 22:943–954CrossRefGoogle Scholar
  34. Sun J, Zhang G, Dong W, Han P, Lu A (2011) Annual variability analysis and evaluation of heavy metals in Beijing agricultural soil, China. J Agro-Environ Sci 30:899–903 (in Chinese)Google Scholar
  35. Tallis M, Taylor G, Sinnett D, Freer-Smith P (2011) Estimating the removal of atmospheric particulate pollution by the urban tree canopy of London, under current and future environments. Landscape Urban Plan 103:129–138CrossRefGoogle Scholar
  36. Tiller KG, Nayyar VK, Clayton PM (1979) Specific and non-specific sorption of cadmium by soil clays as influenced by zinc and calcium. Soil Res 17:17–28CrossRefGoogle Scholar
  37. Tomašević M, Rajšić S, Đorđević D, Tasić M, Krstić J, Novaković V (2004) Heavy metals accumulation in tree leaves from urban areas. Environ Chem Lett 2:151–154CrossRefGoogle Scholar
  38. Wang M, Bai Y, Chen W, Markert B, Peng C, Ouyang Z (2012a) A GIS technology based potential eco-risk assessment of metals in urban soils in Beijing, China. Environ Pollut 161:235–242CrossRefGoogle Scholar
  39. Wang M, Markert B, Chen W, Peng C, Ouyang Z (2012b) Identification of heavy metal pollutants using multivariate analysis and effects of land uses on their accumulation in urban soils in Beijing, China. Environ Monit Assess 184:5889–5897CrossRefGoogle Scholar
  40. Weathers KC, Lovett GM, Likens GE (1995) Cloud deposition to a spruce forest edge. Atmos Environ 29:665–672CrossRefGoogle Scholar
  41. Weathers KC, Lovett GM, Likens GE, Lathrop R (2000) The effect of landscape features on deposition to Hunter Mountain, Catskill Montains, New York. Ecol Appl 10:528–540CrossRefGoogle Scholar
  42. Weathers KC, Simkin SM, Lovett GM, Lindberg SE (2006) Empirical modeling of atmospheric deposition in mountainous landscapes. Ecol Appl 16:1590–1607CrossRefGoogle Scholar
  43. Wong CSC, Li X, Thornton I (2006) Urban environmental geochemistry of trace metals. Environ Pollut 142:1–16CrossRefGoogle Scholar
  44. Xi CF (1998) Chinese soils. Chinese Agriculture Press, Beijing, pp 24–288 (In Chinese)Google Scholar
  45. Yesilonis ID, Pouyat RV, Neerchal NK (2008) Spatial distribution of metals in soils in Baltimore, Maryland: role of native parent material, proximity to major roads, housing age and screening guidelines. Environ Pollut 156:723–731CrossRefGoogle Scholar
  46. http://www.bjstats.gov.cn/tjsj/cysj/201511/t20151109_311727.html, Accessed Sep 13, 2017Google Scholar
  47. http://www.bjyl.gov.cn/zwgk/tjxx/201604/t20160401_178532.html, Accessed Sep 13, 2017Google Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2018

Authors and Affiliations

  • Tian Xie
    • 1
    • 2
  • Meie Wang
    • 1
  • Weiping Chen
    • 1
    Email author
  • Herman Uwizeyimana
    • 1
    • 2
  1. 1.State Key Laboratory for Urban and Regional Ecology, Research Center for Eco-Environmental SciencesChinese Academy of SciencesBeijingChina
  2. 2.University of Chinese Academy of SciencesHuairouChina

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