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Frontiers of Earth Science

ISSN 2095-0195

ISSN 2095-0209(Online)

CN 11-5982/P

Postal Subscription Code 80-963

2018 Impact Factor: 1.205

Front. Earth Sci.    2018, Vol. 12 Issue (2) : 397-407    https://doi.org/10.1007/s11707-017-0658-8
RESEARCH ARTICLE
Speciation, sources, and risk assessment of heavy metals in suburban vegetable garden soil in Xianyang City, Northwest China
Lijun WANG1(), Wendong TAO2, Richard C. SMARDON2, Xue XU1, Xinwei LU1
1. Department of Environmental Science, College of Tourism and Environment, Shaanxi Normal University, Xi’an 710119, China
2. College of Environmental Science and Forestry, State University of New York, NY 13201, USA
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Abstract

Intensive anthropogenic activities can lead to soil heavy metal contamination resulting in potential risks to the environment and to human health. To reveal the concentrations, speciation, sources, pollution level, and ecological risk of heavy metals in vegetable garden soil, a total of 136 soil samples were collected from three vegetable production fields in the suburbs of Xianyang City, Northwest China. These samples were analyzed by inductively coupled plasma- atomic emission spectrometry and atomic fluorescence spectrometry. The results showed that the mean concentrations of Cd, Co, Cu, Mn, Pb, Zn, and Hg in vegetable garden soil were higher than the corresponding soil element background values of Shaanxi Province. The heavy metals studied in vegetable garden soil were primarily found in the residual fraction, averaging from 31.26% (Pb) to 90.23% (Cr). Considering the non-residual fractions, the mobility or potential risk was in the order of Pb (68.74%)>Co (60.54%)>Mn (59.28%)>Cd (53.54%)>>Ni (23.36%)>Zn (22.73%)>Cu (14.93%)>V (11.81%)>Cr (9.78%). Cr, Mn, Ni, V, and As in the studied soil were related to soil-forming parent materials, while Cu, Hg, Zn, Cd, Co, and Pb were associated with the application of plastic films, fertilizers, and pesticides, as well as traffic emissions and industrial fumes. Cr, Ni, V, and As presented low contamination levels, whereas Co, Cu, Mn, Pb, and Zn levels were moderate, and Cd and Hg were high. Ecological risk was low for Co, Cr, Cu, Mn, Pb, Zn, and As, with high risk observed for Cd and Hg. The overall pollution level and ecological risk of these heavy metals were high.

Keywords heavy metal      speciation      source      pollution level      ecological risk      vegetable garden soil     
Corresponding Author(s): Lijun WANG   
Just Accepted Date: 19 June 2017   Online First Date: 14 July 2017    Issue Date: 09 May 2018
 Cite this article:   
Lijun WANG,Wendong TAO,Richard C. SMARDON, et al. Speciation, sources, and risk assessment of heavy metals in suburban vegetable garden soil in Xianyang City, Northwest China[J]. Front. Earth Sci., 2018, 12(2): 397-407.
 URL:  
https://academic.hep.com.cn/fesci/EN/10.1007/s11707-017-0658-8
https://academic.hep.com.cn/fesci/EN/Y2018/V12/I2/397
Fig.1  Location of the study area in the suburb of Xianyang City of China.
ItemsMinMaxMeanSDCV
pH6.988.257.600.310.04
EC/(mS·cm1)3.41902.0459.1312.800.68
LOI/%3.538.004.760.640.13
Clay/%3.119.786.291.480.24
Slit/%39.7673.6461.067.250.12
Sand/%16.5957.1332.658.580.26
χLF/(108m3·kg1)53.3139.988.213.070.15
χHF/(108m3·kg1)51.3137.583.212.170.15
χFD/%1.299.805.641.860.33
Tab.1  Physiochemical properties of vegetable garden soil from the suburbs of Xianyang City
ElementsCdCoCrCuMnNiPbVZnAsHg
All sampling sites
(n = 136)
Min0.2010.4531.3015.65461.3516.0024.2539.5040.353.480.01
Max2.4530.8070.3049.50833.9033.00132.5584.00525.7511.890.54
Mean0.7817.1055.3625.52611.0725.3339.4466.16190.548.350.13
SD0.503.238.125.6989.064.1316.499.72111.361.410.10
CV0.650.190.150.220.150.160.420.150.580.170.77
Baxingtan
(n = 34)
Caojiaozhai
(n = 65)
Min0.8010.4531.3016.45461.3516.0035.1046.2548.855.470.06
Max2.4525.3565.6549.50608.8026.45132.5561.00364.259.540.50
Mean1.2317.4548.7226.58530.2219.6351.3952.14163.266.830.16
SD0.363.447.159.3937.812.4419.863.7285.021.020.09
CV0.290.200.150.350.070.120.390.070.520.150.55
Min0.2011.1034.1515.65491.7018.9024.2539.5040.353.480.01
Max1.6530.8070.3037.35684.2533.0043.0077.35456.7011.290.33
Mean0.7216.9754.7523.19582.8226.1032.3168.25179.098.900.09
SD0.503.696.992.8133.312.244.795.27107.201.160.08
CV0.700.220.130.120.060.090.150.080.600.130.89
Dongzhangcun (n = 37)
SEBVS
CEQSS
Min0.2013.9552.2024.55568.4026.0026.8067.9074.256.400.01
Max1.5021.9070.0533.05833.9032.95102.0584.00525.7511.890.54
Mean0.4717.0062.5328.62735.0029.2040.9775.35235.718.780.17
SD0.311.954.312.4555.341.6219.703.43128.101.100.12
CV0.660.110.070.090.080.060.480.050.540.130.69
0.09410.662.521.455728.821.466.969.411.10.030
pH<6.50.301505040250200400.30
6.5<pH<7.50.3020010050300250300.50
pH>7.50.6025010060350300251.0
Tab.2  Concentrations of heavy metals in vegetable garden soil from the suburbs of Xianyang City (mg/kg)
RegionsSoil typesCdCoCrCuMnNiPbZnAsHgReferences
Xi’anyang, Shaanxi, ChinaVegetable soil0.7817.155.3625.52611.0725.3339.44190.548.350.13In this study
Shandong, ChinaVegetable soil0.15NA41.7829.28NA28.0016.1882.269.020.09Liu et al. (2011)
Hangzhou, Zhejiang, ChinaVegetable soil0.269.2562.2336.57415.2720.0446.15116.076.250.69Chen et al. (2008)
Hangzhou, Zhejiang, ChinaVegetable soil0.1939.10NA21.34393.6520.28NA81.11NA0.187Chen et al. (2009)
Hangzhou, Zhejiang, ChinaVegetable soil0.39NA81.4NANANA30.3NA7.570.42Ye et al. (2015)
Jiaxing, Zhejiang, ChinaVegetable soil0.26NA82.7NANANA29.5NA7.890.42Ye et al. (2015)
Ningbo, Zhejiang, ChinaVegetable soil0.34NA82.90NANANA30.10NA7.600.42Ye et al. (2015)
Shaoxing, Zhejiang, ChinaVegetable soil0.34NA82.60NANANA33.60NA7.360.38Ye et al. (2015)
Taizhou, Zhejiang, ChinaVegetable soil0.21NA82.80NANANA27.40NA6.390.30Ye et al. (2015)
Wuxi, Jiangsu, ChinaVegetable soil0.143NA58.640.4NANA46.7112.914.30.161Zhao et al. (2007)
Baguazhou Island, Nanjing, Jiangsu, ChinaVegetable soil0.314NA13341.0NA58.031.8114NANACui et al. (2015)
Nanjing, Jiangsu, ChinaConventional greenhouse soil0.19NANA35.67NANA37.8797.059.580.27Chen et al. (2014)
Organic greenhouse soil0.27NANA37.13NANA26.594.076.210.08Chen et al. (2014)
Shouguang, Shandong, ChinaSolar greenhouse soil0.196NA67.1327.86NA28.9320.06115.796.880.044Tian et al. (2016)
Dongtai, Jiangsu, ChinaPlastic greenhouse soil0.161NA49.3314.87NA21.317.5856.635.420.031Tian et al. (2016)
Yangzhou, Jiangsu, ChinaAgricultural soil0.3NA77.233.9NA38.535.798.110.20.2Huang et al. (2007)
Jiaxing, Zhejiang, ChinaAgricultural soil0.221NA87.832.4NA36.433.994.98.550.199Xu et al. (2014)
Dehui, Changchun, Jilin, ChinaAgricultural soilNANA49.718.9NA20.835.458.9NANASun et al. (2013)
Shunde, Guangzhou, ChinaAgricultural soil0.6016.7678.87NANA33.45NANA16.080.38Cai et al. (2015)
Shunyi, Beijing, ChinaAgricultural soil0.136NANA22.4NANA20.469.87.850.073Lu et al. (2012)
Taiyuan, Shanxi, ChinaAgricultural soil0.25NA74.1032.11NA29.7427.8790.7610.70.09Liu et al. (2015)
Canakkale, TurkeyAgricultural soil1.489.0843.3822.50629.861.1119.6641.24NANASungur et al. (2015)
Argolida basin, GreeceAgricultural soilNA21.9983.1274.681020.5146.819.7474.886.95NAKelepertzis (2014)
Tab.3  Concentration comparison of heavy metals in vegetable garden/agricultural soil from different areas
Fig.2  Speciation of heavy metals in the vegetable garden soil.
ElementsFactorCommunity
123
Cd−0.390.060.720.67
Co0.08−0.140.730.55
Cr0.830.34−0.070.81
Cu0.340.780.170.74
Mn0.820.240.010.74
Ni0.960.07−0.140.95
Pb−0.220.500.560.61
V0.95−0.03−0.130.91
Zn0.350.570.290.21
As0.71−0.10−0.090.53
Hg0.010.79−0.200.66
Eigenvalue4.141.691.56
Variance (%)37.6715.3214.15
Cumulative variance (%)37.6752.9967.14
Tab.4  Results of principal component analysis of heavy metals
Fig.3  Results of cluster analysis of heavy metals.
IndicesElementsMinMaxMeanSDCV
SPICd2.1326.068.285.370.65
Co0.992.911.610.300.19
Cr0.501.120.890.130.15
Cu0.732.311.190.270.22
Mn0.831.501.100.160.15
Ni0.561.150.880.140.16
Pb1.136.191.840.770.42
V0.591.260.990.150.15
Zn0.587.582.751.600.58
As0.311.070.750.130.17
Hg0.2118.064.413.400.77
IPI1.144.212.240.620.28
Tab.5  Pollution indices of heavy metals in the study area for 136 vegetable garden soil samples
IndicesElementsMinMaxMeanSDCV
EiCd63.83781.91248.28161.140.65
Co4.9314.538.061.520.19
Cr1.002.251.770.260.15
Cu3.6611.575.961.330.22
Mn0.831.501.100.160.15
Ni2.785.734.400.720.16
Pb5.6730.979.213.850.42
Zn0.587.582.751.600.58
As3.1310.717.521.270.17
Hg8.20722.53176.26135.800.77
RI124.071169.57465.32205.370.44
Tab.6  Ecological risk indices of heavy metals in the study area with 136 vegetable garden soil samples
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