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Spatial distribution of soil trace element concentrations along an urban-rural transition zone in the black soil region of northeastern China

  • Soils, Sec 3 • Remediation and Management of Contaminated or Degraded Lands • Research Article
  • Published:
Journal of Soils and Sediments Aims and scope Submit manuscript

Abstract

Purpose

Urbanization is an important process that changes land use pattern and the sustainability of agroecosystems in the urban-rural transition zone. Through intensified anthropogenic activity, urbanization magnifies trace element (TE) inputs into soils and alters the balance of soil element fluxes. This study aims to investigate the effects of urbanization on the spatial dynamics of soil HMs in peri-urban zones and the distinct behaviors of TEs in response to urban sprawl.

Materials and methods

An area (15 km × 16 km) in the Chinese northeastern black soil region was selected to represent a typical urban-rural transition feature that received heavy impact by urbanization in last decade. Two hundred topsoil samples were taken from locations dominated by Phaeozem soils and analyzed for total Zn, Cu, As, Pb, Cd, Cr, Ni, and Hg. Principal component analysis (PCA) was used to distinguish the probable sources of TE inputs into the soils. The overall TE pollution of soils was evaluated by the Nemerow comprehensive pollution index. Inverse distance weighting algorithm combined with autocorrelation analysis was used to analyze the spatial patterns of soil TE distribution.

Results and discussion

The mean concentrations of the studied TEs, with the exception of Hg and As, were higher than their background values, and their concentrations were always higher in the part closer to the urbanized area. Soil pollution assessment shows that the overall pollution status was moderate, but for Cd and Cu, numerous hotspots were identified due to the overuse of agrochemicals. PCA showed that Cu, Zn, Pb, and Cd as the first component were due to urbanization and agronomic practices, whereas As, Ni, and Cr as a second group were primarily of lithogenic origin, partly due to urbanization, and Hg was related to the atmospheric deposition of industrial waste gas.

Conclusions

Increasing urban sprawl in the study area resulted in higher TE concentrations in the southern part of the region than the northern part, confirming the positive effect of urbanization on excessive soil TE accumulation. Although the pollution status was not yet serious, with the current rate of urban growth, arable soils in the peri-urban area will continuously be contaminated and control measures must be taken to prevent the cumulative impact on human health.

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References

  • Becker DFP, Linden R, Schmitt JL (2017) Richness, coverage and concentration of trace elements in vascular epiphytes along an urbanization gradient. Sci Total Environ 584–585:48–54

    Article  CAS  Google Scholar 

  • Cai LM, Xu ZC, Bao P, He M, Dou L, Chen LG, Zhou YZ, Zhu YG (2015) Multivariate and geostatistical analyses of the spatial distribution and source of arsenic and heavy metals in the agricultural soils in Shunde, Southeast China. J Geochem Explor 148:189–195

    Article  CAS  Google Scholar 

  • Cai LM, Wang QS, Wen HH, JieLuo J, Wang S (2018) Heavy metals in agricultural soils from a typical township in Guangdong Province, China: occurrences and spatial distribution. Ecotoxicol Environ Saf 168:184–191

    Article  CAS  Google Scholar 

  • Cheng JL, Shi Z, Zhu YW (2007) Assessment and mapping of environmental quality in agricultural soils of Zhejiang Province, China. J Environ Sci 19:50–54

    Article  CAS  Google Scholar 

  • De Nicola F, Baldantoni D, Sessa L, Monaci F, Bargagli R, Alfani A (2015) Distribution of trace element s and polycyclic aromatic hydrocarbons in holm oak plant-soil system evaluated along urbanization gradients. Chemosphere 134:91–97

    Article  CAS  Google Scholar 

  • Facchinelli A, Sacchi E, Mallen L (2001) Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. Environ Pollut 114:313–324

    Article  CAS  Google Scholar 

  • Fang SB, Qiao YJ, Yin CS, Yang XY, Li N (2015) Characterizing the physical and demographic variables associated with heavy metal distribution along urban-rural gradient. Environ Monit Assess 187(9):1–14

    Article  CAS  Google Scholar 

  • Hou QY, Yang ZF, Ji JF, Yu T, Chen GG, Li J, Xia XQ, Zhang M, Yuan XY (2014) Annual net input fluxes of heavy metals of the agroecosystem in the Yangtze River delta, China. J Geochem Explor 139(1):68–84

    Article  CAS  Google Scholar 

  • Huang SS, Liao QL, Hua M, Wu XM, Bi KS, Yan CY, Chen B, Zhang XY (2007) Survey of heavy metal pollution and assessment of agricultural soil in Yangzhong district, Jiangsu Province, China. Chemosphere 67:2148–2155

    Article  CAS  Google Scholar 

  • Huang Y, Chen QQ, Deng MH, Japenga J, Li TQ, Yang XE, He ZL (2018) Heavy metal pollution and health risk assessment of agricultural soils in a typical peri-urban area in southeast China. J Environ Manag 207:159–168

    Article  CAS  Google Scholar 

  • Huo XN, Li H, Sun DF, Zhang WW, Zhou LD, Li BG (2009) Spatial autocorrelation analysis of heavymetals in cultivated soils in Beijing. Acta Sci Circumst 29(6):1339–1344

    CAS  Google Scholar 

  • Jiao W, Chen W, Chang AC, Page AL (2012) Environmental risks of trace elements associated with long-term phosphate fertilizers applications: a review. Environ Pollut 168:44–53

    Article  CAS  Google Scholar 

  • IUSS Working Group WRB (2014) World reference base for soil resources 2014. International soil classification system for naming soils and creating legends for soil maps. World Soil Resources Reports No. 106. Rome, FAO

  • José MN, José PH, Sergi D (2017) Assessment of heavy metal pollution, spatial distribution and origin in agricultural soils along the Sinú River Basin, Colombia. Environ Res 154:380–388

    Article  CAS  Google Scholar 

  • Lambin EF, Meyfroidt P (2011) Global land use change, economic globalization, and the looming land scarcity. Proc Natl Acad Sci USA 108(9):3465–3472

    Article  Google Scholar 

  • Li JL, He M, Han W, Gu YF (2009) Analysis and assessment on heavy metal sources in the coastal soils developed from alluvial deposits using multivariate statistical methods. J Hazard Mater 164:976–981

    Article  CAS  Google Scholar 

  • Li SM, Li H, Sun DF, Huo XN, Zhou LD (2012) Network analysis of agricultural soil heavy metals’ spatial distribution in Beijing. Trans Chin Soc Agric Eng 28(23):208–215

    Google Scholar 

  • Li WB, Wang DY, Li H, Liu SH (2017) Urbanization-induced site condition changes of peri-urban cultivated land in the black soil region of northeast China. Ecol Indic 80:215–223

    Article  CAS  Google Scholar 

  • Liang J, Feng CT, Zeng GM, Gao X, Zhong MZ, Li XD, Li X, He XY, Fang YL (2017) Spatial distribution and source identification of heavy metals in surface soils in a typical coal mine city, Lianyuan, China. Environ Pollut 225:681–690

    Article  CAS  Google Scholar 

  • Liang CZ, Xiao HJ, Hu ZQ, Zhang X, Hu J (2018) Uptake, transportation, and accumulation of C60 fullerene and heavy metal ions (Cd, Cu, and Pb) in rice plants grown in an agricultural soil. Environ Pollut 235:330–338

    Article  CAS  Google Scholar 

  • Liu ZJ, Yang XG, Kenneth G, Hubbard LXM (2012) Maize potential yields and yield gaps in the changing climate of northeast China. Glob Chang Biol 18:3441–3454

    Article  Google Scholar 

  • Liu R, Wang ME, Chen WP, Peng C (2016) Spatial pattern of heavy metals accumulation risk in urban soils of beijing and its influencing factors. Environ Pollut 210:174–181

    Article  CAS  Google Scholar 

  • Lu AX, Wang JH, Qin XY, Wang KY, Han P, Zhang SZ (2012) Multivariate and geostatistical analyses of the spatial distribution and origin of heavy metals in the agricultural soils in Shunyi, Beijing, China. Sci Total Environ 425:66–74

    Article  CAS  Google Scholar 

  • Luo W, Wang TY, Lu YL, Giesy JP, Shi YJ, Zheng YM, Xing YY, Wu GH (2007) Landscape ecology of the Guanting Reservoir, Beijing, China: multivariate and geostatistical analyses of metals in soils. Environ Pollut 146:567–576

    Article  CAS  Google Scholar 

  • Margenat A, Matamoros V, Díez S, Cañameras N, Comas J, Bayona JM (2017) Occurrence of chemical contaminants in peri-urban agricultural irrigation waters and assessment of their phytotoxicity and crop productivity. Sci Total Environ 1140:599–600

    Google Scholar 

  • McBride MB, Spiers G (2001) Trace element content of selected fertilizers and dairy manures as determined by ICP-MS. Commun Soil Sci Plan 32:139–156

    Article  CAS  Google Scholar 

  • Meng XX, Li SS (1995) Study on the background value of soil elements in Jilin Province. Science Press, China

    Google Scholar 

  • Micó C, Recatalá L, Peris M, Sánchez J (2006) Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere 65:863–872

    Article  CAS  Google Scholar 

  • Nelson DW, Sommers LM (1996) Total carbon, organic carbon and organic matter. In: Sparks DL (ed) Methods of Soil Analysis Part 3, Chemical Methods. Soil Sci Soc of Am J 961–1010

  • Nicholson FA, Smith SR, Alloway BJ, Carlton-Smith C, Chambers BJ (2003) An inventory of heavymetals inputs to agricultural soils in England andWales. Sci Total Environ 311:205–219

    Article  CAS  Google Scholar 

  • Nziguheba G, Smolders E (2008) Inputs of trace elements in agricultural soils viaphosphate fertilizers in European countries. Sci Total Environ 390:53–57

    Article  CAS  Google Scholar 

  • Peng H, Chen YL, Weng LP, Ma J, Ma YL, Li YT, ShafiqulIslam M (2019) Comparisons of heavy metal input inventory in agricultural soils in North and South China: a review. Sci Total Environ 660:776–786

    Article  CAS  Google Scholar 

  • Pribadi DO, Pauleit S (2015) The dynamics of peri-urban agriculture during rapid urbanization of Jabodetabek metropolitan area. Land Use Policy 48:13–24

    Article  Google Scholar 

  • Rahman MA, Rahman MM, Reichman SM, Lim RP, Naidu R (2014) Heavy metals in Australian grown and imported rice and vegetables on sale in Australia: health hazard. Ecotoxicol Environ Saf 100(1):53–60

    Article  CAS  Google Scholar 

  • Shahab AD, Mahin K, Majid A, Mojgan Y (2018) Pollution and health risk assessment of heavy metals in agricultural soil, atmospheric dust and major food crops in Kermanshah province, Iran. Ecotoxicol Environ Saf 163:153–164

    Article  CAS  Google Scholar 

  • Shi P, Schulin R (2018) Erosion-induced losses of carbon, nitrogen, phosphorus and heavy metals from agricultural soils of contrasting organic matter management. Sci Total Environ 618:210–218

    Article  CAS  Google Scholar 

  • Simon E, Vidic A, Braun M, Fábián I, Tóthmérész B (2013) Trace element concentrations in soils along urbanization gradients in the city of Wien, Austria. Environ Sci Pol 20(2):917–924

    Article  CAS  Google Scholar 

  • Simon E, Baranyai E, Braun M, Cserháti C, Fábián I, Tóthmérész B (2014) Elemental concentrations in deposited dust on leaves along an urbanization gradient. Sci Total Environ 490:514–520

    Article  CAS  Google Scholar 

  • Simon E, Harangi S, Baranyai E, Braun M, Fábián I, Mizser S (2016) Distribution of toxic elements between biotic and abiotic components of terrestrial ecosystem along an urbanization gradient: soil, leaf litter and ground beetles. Ecol Indic 60:258–264

    Article  CAS  Google Scholar 

  • Skog KL, Steinnes M (2016) How do centrality, population growth and urban sprawl impact farmland conversion in Norway? Land Use Policy 59:185–196

    Article  Google Scholar 

  • Spiers G (2001) Trace element content of selected fertilizers and dairy manures as determined by ICP–MS. Commun Soil Sci Plan 32:139–156

    Article  Google Scholar 

  • Streets DG, Hao J, Wu Y, Jiang J, Chan M, Tian H, Feng X (2005) Anthropogenic mercury emissions in China. Atmos Environ 39:7789–7806

    Article  CAS  Google Scholar 

  • Sun CY, Liu JS, Wang Y, Sun LQ, Yu HW (2013) Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China. Chemosphere 92:517–523

    Article  CAS  Google Scholar 

  • Wei BG, Yang LS (2010) A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China. Microchem J 94:99–107

    Article  CAS  Google Scholar 

  • Wei CY, Wang C, Yang L (2009) Characterizing spatial distribution and sources of heavy metals in the soils from mining-smelting activities in Shuikoushan, Hunan Province, China. J Environ Sci 21(9):1230–1236

    Article  CAS  Google Scholar 

  • Xu XH, Zhao YC, Zhao XY, Wang YD, Deng WJ (2014) Sources of heavy metal pollution in agricultural soils of a rapidly industrializing area in the Yangtze Delta of China. Ecotoxicol Environ Saf 108:167–171

    Article  CAS  Google Scholar 

  • Yousaf B, Amina LG, Wang R, Imtiaz M, Rizwan MS, Zia-ur-Rehman M, Si Y (2016) The importance of evaluating metal exposure and predicting human health risks in urban–periurban environments influenced by emerging industry. Chemosphere 150:79–89

    Article  CAS  Google Scholar 

  • Zhang J, Pu LJ, Peng BZ, Gao ZG (2011) The impact of urban land expansion on soil quality in rapidly urbanizing regions in China: Kunshan as a case study. Environ Geochem Health 33:125–135

    Article  CAS  Google Scholar 

  • Zhang PY, Qin CZ, Hong X, Kang GH, Qin MZ, Yang D, Pang B, Li YY, He JJ, Dick RP (2018) Risk assessment and source analysis of soil heavy metal pollution from lower reaches of Yellow River irrigation in China. Sci Total Environ 633:1136–1147

    Article  CAS  Google Scholar 

  • Zheng Y, Luo XL, Zhang W, Wu X, Zhang J, Han F (2016) Transport mechanisms of soil-bound mercury in the erosion process during rainfall-runoff events. Environ Pollut 215:10–17

    Article  CAS  Google Scholar 

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Funding

This study was funded by the Natural Science Foundation of Jilin Province, China (Grant No. 20170101076JC).

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Correspondence to Pu Shi.

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Responsible editor: Kitae Baek

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Zhu, Y., Wang, D., Li, W. et al. Spatial distribution of soil trace element concentrations along an urban-rural transition zone in the black soil region of northeastern China. J Soils Sediments 19, 2946–2956 (2019). https://doi.org/10.1007/s11368-019-02294-7

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