Skip to main content
Log in

Spatial pattern and distribution regularity of soil environmental quality in East China

  • Original Article
  • Published:
Chinese Journal of Geochemistry Aims and scope Submit manuscript

Abstract

Random numbers of heavy metal (Cd, As, and Pb) concentrations were created by Monte Carlo simulation of 16 representative sites in five soil zones from published papers for subsequent research. Ordinary kriging and significant analyses were used in a dataset of the 16 areas. Concentration of heavy metals in topsoil was found to be mainly influenced by zonality, non-zonality, and anthropogenic inputs. Nevertheless, human-induced correlations among heavy metals could not be detected on a regional spatial scale. Soil zone and landform were found to be representations of zonality and non-zonality, respectively. It was found that in east China, heavy metals accumulated in the south, especially the southwest, and were not uniform in each soil zone, indicating that zonality was not the unique influencing factor of soil environment quality. Both soil zone and landform may be responsible for heavy metal concentrations. An analysis of variance, coefficients of divergence analysis, was applied to assess the effects of soil zone and landforms on the variation of heavy metal concentrations in the study region. The influence of soil zone and landform was relatively homogeneous in areas of the north; while in the south, landform played a dominating role. Therefore, soil environment quality formed mainly under the effect of landform. This was mainly due to the fact that landform in fluences other natural environment elements including climate, further impacting the division of soil zone.

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

  • Ansari AA, Singh IB, Tobschall HJ (2000) Importance of geomorphology and sedimentation processes for metal dispersion in sediments and soils of the Ganga Plain: identification of geochemical domains[J]. Chem Geol 162(3–4):245–266

    Article  Google Scholar 

  • Cai LM, Xu ZC, Ren MZ et al (2012) Source identification of eight hazardous heavy metals in agricultural soils of Huizhou, Guangdong Province, China[J]. Ecotoxicol Environ Saf 78:2–8

    Article  Google Scholar 

  • Chai SW, Wen YM, Wei XG et al (2004) Heavy metal content characteristics of agricultural soils in the Pearl River Delta[J]. Acta Sci Nat Univ Sunyatseni 43(4):90–94

    Google Scholar 

  • Chen HY (2008) The distributional characteristics of Cu and else 13 kinds of elements in city soil of Fuzhou[J]. Geol Fujian 2:211–218

    Google Scholar 

  • Chen XR, Zhou J (2012) Features of distribution of trace elements in soils in the Jianghuai area, Anhui and analysis of the cause of formation[J]. Geol Anhui 22(2):123–129

    Google Scholar 

  • Chen JJ, Zhang NM, Qin L et al (2004) Heavy metal pollution and pesticide residues in soils of Kunming area[J]. Rural Eco-Environ 20(4):1–5

    Google Scholar 

  • Cheng HX, Li M, Zhao CD et al (2014a) Overview of trace metals in the urban soil of 31 metropolises in China[J]. J Geochem Explor 139:31–52

    Article  Google Scholar 

  • Cheng HX, Li M, Zhao CD et al (2014b) Overview of trace metals in the urban soil of 31 metropolises in China[J]. J Geochem Explor 139:31–52

    Article  Google Scholar 

  • China National Environmental Monitoring Centre. (1990) The background values of soil elements in China [M]. China Environmental Science Press

  • Dai JR, Zeng XD, Zhang HP et al (2012) Study on potential ecological risk assessment model of heavy metals in the surface soil of eastern Shandong province[J]. Land Resour Shangdong Prov 11:34–38

    Google Scholar 

  • Deng QJ, Song CR, Xie F et al (2006) Distribution and evaluation of heavy metals in cultivated soil of guiyang[J]. Soils 38(1):53–60

  • Dong JJ (2007) Study on the character of heavy metal forms in soil and its bioavailability in Hefei Area (Master).Anhui Agricultural University

  • Dong J (2012) Geochemical characteristics and evaluation of heavy metals of soil in north of Jilin city (Master). Ji Lin University

  • Environmental protection department of the People’s Republic of China (2008) Environmental quality standards for soils

  • Eze PN, Udeigwe TK, Stietiya MH (2010) Distribution and potential source evaluation of heavy metals in prominent soils of Accra Plains, Ghana[J]. Geoderma 156(3–4):357–362

    Article  Google Scholar 

  • Graf WL, Clark SL, Kammerer MT et al (1991) Geomorphology of heavy metals in the sediments of Queen Creek, Arizona, USA[J]. Catena 18(6):567–582

    Article  Google Scholar 

  • Hou L, Zhang DF, Zhang YL (2011) The spatial distribution features and the status evaluation of heavy metal in farmland soils in Shenyang area[J]. J Liaoning For Sci Technol 3:5–8

    Google Scholar 

  • Huang SS, Liao QL, Hua M et al (2007) Survey of heavy metal pollution and assessment of agricultural soil in Yangzhong district, Jiangsu Province, China[J]. Chemosphere 67(11):2148–2155

    Article  Google Scholar 

  • Jing GH (1962) Discuss about the several basic problems of natural divisions[J]. Acta Geogr Sin 3:241–249

    Google Scholar 

  • Karim Z, Qureshi BA, Mumtaz M et al (2014) Heavy metal content in urban soils as an indicator of anthropogenic and natural influences on landscape of Karachi—A multivariate spatio-temporal analysi[J]s. Ecol Ind 42:20–31

    Article  Google Scholar 

  • Karimi Nezhad MT, Mohammadi K, Gholami A, Hani A et al (2014) Cadmium and mercury in topsoils of Babagorogor watershed, western Iran: distribution, relationship with soil characteristics and multivariate analysis of contamination sources[J]. Geoderma 219–220:177–185

    Article  Google Scholar 

  • Kelepertzis E, Galanos E, Mitsis I (2013) Origin, mineral speciation and geochemical baseline mapping of Ni and Cr in agricultural topsoils of Thiva Valley (central Greece)[J]. J Geochem Explor 125:56–68

    Article  Google Scholar 

  • Krudysz MA, Froines JR, Fine PM et al (2008) Intra-community spatial variation of size-fractionated PM mass, OC, EC, and trace elements in the Long Beach, CA area[J]. Atmos Environ 42(21):5374–5389

    Article  Google Scholar 

  • Li BY, Pan BT, Cheng WM et al (2013) Research on geomorphological regionalization of China[J]. Acta Geogr Sin 68(3):291–306

    Google Scholar 

  • Li M, Xi XH, Xiao GY et al (2014) National multi-purpose regional geochemical survey in China[J]. J Geochem Explor 139:21–30

    Article  Google Scholar 

  • Liu BQ (2004) Present situation and evaluation of heavy metal pollution in the soils of Nanning city (Master). Guangxi University

  • Liu YS (2012) Research on heavy metal element spatial autocorrelation in North China plain (Doctor).China University of Geosciences

  • Lu A, Wang JH, Qin XY et al (2012) Multivariate and geostatistical analyses of the spatial distribution and origin of heavy metals in the agricultural soils in Shunyi, Beijing, China[J]. Sci Total Environ 425:66–74

    Article  Google Scholar 

  • Ministry of Environmental Protection of the People’s Republic of China & Ministry of Land and Resources of the People’s Republic of China (2014) Bulletin about the National Soil Pollution Survey (EB/OL). http://www.mep.gov.cn/gkml/hbb/qt/201404/W020140417558995804588.pdf. 2014

  • Nanos N, Rodríguez Martín JA (2012) Multiscale analysis of heavy metal contents in soils: spatial variability in the Duero river basin (Spain)[J]. Geoderma 189–190:554–562

    Article  Google Scholar 

  • National Environmental Protection Agency of the People’s republic of China (1993) Division method of soil background value mapping unit[C]//Study on environment background value. Science Press, Beijing, pp 13–20

    Google Scholar 

  • National Environmental Protection Agency of the People’s republic of China. (1994) The atlas of soil environmental background value in the people’s republic of China[M]. China Environmental Science Press, Beijing 34–37

  • Navas A, Machín J (2002) Spatial distribution of heavy metals and arsenic in soils of Aragón (northeast Spain): controlling factors and environmental implications[J]. Appl Geochem 17(8):961–973

    Article  Google Scholar 

  • Nechaev VP, Isphording WC (1993) Heavy-mineral assemblages of continental margins as indicators of plate-tectonic environments[J]. J Sediment Res 63(6):1110–1117

    Google Scholar 

  • Rajabi MM, Ataie-Ashtiani B (2014) Sampling efficiency in Monte Carlo based uncertainty propagation strategies: application in seawater intrusion simulations[J]. Adv Water Resour 67:46–64

    Article  Google Scholar 

  • Ren MQ, Yu XH (2012) Relationship between minerals and mineral nutrients of soil weathering from different rocks in Guiyang prvince[J]. Guizhou Agric Sci 40(1):93–95

    Google Scholar 

  • Sarnat JA, Moise T, Shpund J et al (2010) Assessing the spatial and temporal variability of fine particulate matter components in Israeli, Jordanian, and Palestinian cities[J]. Atmos Environ 44(20):2383–2392

    Article  Google Scholar 

  • Shan YS, Tysklind M, Hao FH et al (2013) Identification of sources of heavy metals in agricultural soils using multivariate analysis and GIS. J Soils Sediments 13(4):720–729

    Article  Google Scholar 

  • Sun CY, Liu JS, Wang Y et al (2013) Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China[J]. Chemosphere 92(5):517–523

    Article  Google Scholar 

  • Taghipour M, Ayoubi S, Khademi H (2011) Contribution of Lithologic and Anthropogenic Factors to Surface Soil Heavy Metals in Western Iran Using Multivariate Geostatistical Analyses[J]. Soil Sediment Contam 20(8):921–937

    Article  Google Scholar 

  • Wang CQ (2005) Dynamics of the soil heavy metal and environment effect during the urbanization in the Chengdu Plain (Doctor). Southwest Agricultural University

  • Wang JA, Zuo W (2009) Geographic Atlas of China[M]. SinoMaps Press, Beijing

  • Wang JZ, Li C, Xu JM (2006) Geochemical distribution characteristics of different land form types in loess hilly areas[J]. J Arid Land Resour Environ 1:125–130

    Google Scholar 

  • Wilcke W, Kretzschmar S, Bundt M et al (1999) Metal concentrations in aggregate interiors, exteriors, whole aggregates, and bulk of costa rican soils[J]. Soil Sci Soc Am J 63(5):1244–1249

    Article  Google Scholar 

  • Xi CF, Zhou J (1982) The soil region of China[J]. Acta Pedol Sin 19(2):97–110

    Google Scholar 

  • Xu YY, Shi J, Zhou LY et al (2012) Characteristics of heavy metals distribution in agricultural soils of Hangzhou and its environment significances[J]. Environ Monit China 28(4):74–80

    Google Scholar 

  • Xu L, Wang TY, Luo W et al (2013) Factors influencing the contents of metals and As in soils around the watershed of Guanting Reservoir, China[J]. J Environ Sci 25(3):561–568

    Article  Google Scholar 

  • Yang M (2005) Study on spatial variability of heavy metals in Cultivated land of Chongqing using geostatistics method (Master).Agricultural University Of Southwest

  • Yang NN (2010) Spatial variation and risk Assessment of heavy metals in the soil of Delta Region Changjiang river (Master).Shandong Normal University

  • Yu J, Nie Y, Zhou Y (2008) Analysis of ecological risk and soil environmental quality of farmland in Jianghan Plain[J]. Hubei Agric Sci 47(9):1031–1034

    Google Scholar 

  • Zhang NM, Guan R (1994) The migration characteristics and ecological effects of heavy metals in agricultural soils in Shanxi[J]. Agro-Environ Prot 13(5):217–220

    Google Scholar 

  • Zhang H, Fu Q, Zhao YH (2011) Spatial variability of soil heavy metals and ecological quality assessment in the northern Songnen plain[J]. Res Soil Water Conserv 20(2):165–169

    Google Scholar 

Download references

Acknowledgments

This work was supported by the Special Public Welfare Scientific Project of the Ministry of Land and Resources, Multi-source Data Fusion and Regionalization of Agricultural Land with Heavy Metal Exceeding the Standard (No.201511082-05) and Science and Technology Service Network Initiative (KFJ-EW-STS-013).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guo Shuhai.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lingyan, Z., Bo, W., Gang, L. et al. Spatial pattern and distribution regularity of soil environmental quality in East China. Chin. J. Geochem. 34, 330–337 (2015). https://doi.org/10.1007/s11631-015-0056-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11631-015-0056-4

Keywords

Navigation