Abstract
To quantitatively assess heavy metal accumulation and potential ecological and human health risks as well as analyze the sources of metals in a typical soil-rice system located on the southeast coast of China, 120 topsoil samples and corresponding rice grain samples were collected across the study area. The concentrations of As, Cd, Pb, Cr, Hg, Zn, Cu, and Ni were analyzed. The results revealed that Hg, Cd, and Cu were the main pollutants in soils. Besides, according to geo-accumulation value of Hg, 18.3% of samples were at or above moderate contamination levels. Additionally, the soil was in moderate ecological risk from combined heavy metal pollution, and 49.7% and 27.0% of this risk could be attributed to Hg and Cd pollution, respectively, due to their high toxic-response factors. For the rice samples, Cd content showed the highest biological accumulation coefficient value (40.8%) in rice grains and was slightly greater than its maximum allowable value (MAV) (0.2 mg/kg) in 7.5% of samples, whereas the other metals were all lower than their corresponding MAVs. Heavy metal exposure (especially As exposure) via rice consumption causes significant carcinogenic and non-carcinogenic risks to adults, and non-carcinogenic risk to children, while the carcinogenic risk to children was at tolerable level. Greater rice consumption might be responsible for the greater health risk to adults than children. Natural sources (loaded heavily with Cr and Ni) such as lithogenic components and soil parent materials, agricultural activities (loaded heavily with Cd, Cu, and Zn), especially excessive use of pesticides and fertilizers, and industrial activities (loaded heavily with Hg, Pb, and As) including vehicle emissions, coal combustion, and those of the textile and chemical industries were identified as the main sources. Effective regulations should be enforced to guarantee the safety of farm produce and protect ecological and human health in the study area.
Similar content being viewed by others
References
Bai J, Zhao Q, Wang W, Wang X, Jia J, Cui B, Liu X (2019) Arsenic and heavy metals pollution along a salinity gradient in drained coastal wetland soils: depth distributions, sources and toxic risks. Ecol Indic 96:91–98
Barakat A, Ennaji W, Krimissa S, Bouzaid M (2020) Heavy metal contamination and ecological-health risk evaluation in peri-urban wastewater-irrigated soils of Beni-Mellal city (Morocco). Int J Environ Heal R 30(4):372–387
Chen H, Tang Z, Wang P, Zhao FJ (2018a) Geographical variations of cadmium and arsenic concentrations and arsenic speciation in Chinese rice. Environ Pollut 238:482–490
Chen Y, Jiang X, Wang Y, Zhuang D (2018b) Spatial characteristics of heavy metal pollution and the potential ecological risk of a typical mining area: a case study in China. Process Saf Environ Prot 113:204–219
Cui Z, Wang Y, Zhao N, Yu R, Xu G, Yu Y (2018) Spatial distribution and risk assessment of heavy metals in paddy soils of Yongshuyu irrigation area from Songhua River Basin, Northeast China. Chinese Geogr Sci 28(5):797–809
Dong B, Zhang R, Gan Y, Cai L, Freidenreich A, Wang K, Guo T, Wang H (2019) Multiple methods for the identification of heavy metal sources in cropland soils from a resource-based region. Sci Total Environ 651:3127–3138
Eqani S, Kanwal A, Bhowmik AK, Sohail M, Ullah R, Ali SM, Alamdar A, Ali N, Fasola M, Shen H (2016) Spatial distribution of dust-bound trace elements in Pakistan and their implications for human exposure. Environ Pollut 213:213–222
Fei X, Christakos G, Xiao R, Ren Z, Liu Y, Lv X (2019a) Improved heavy metal mapping and pollution source apportionment in Shanghai City soils using auxiliary information. Sci Total Environ 661:168–177
Fei X, Xiao R, Christakos G, Langousis A, Ren Z, Tian Y, Lv X (2019b) Comprehensive assessment and source apportionment of heavy metals in Shanghai agricultural soils with different fertility levels. Ecol Indic 106:105508
Gerdol R, Marchesini R, Iacumin P, Brancaleoni L (2014) Monitoring temporal trends of air pollution in an urban area using mosses and lichens as biomonitors. Chemosphere 108:388–395
Guo H, Yang L, Han X, Dai J, Pang X, Ren M, Zhang W (2019a) Distribution characteristics of heavy metals in surface soils from the western area of Nansi Lake, China. Environ Monit Assess 191(5):262
Guo X, Sun Q, Zhao Y, Cai H (2019b) Identification and characterisation of heavy metals in farmland soil of Hunchun basin. Environ Earth Sci 78(10):310
Hakanson L (1980) An ecological risk index for aquatic pollution-control—a sedimentological approach. Water Res 14:975–1001
Hu B, Jia X, Hu J, Xu D, Xia F, Li Y (2017) Assessment of heavy metal pollution and health risks in the soil-plant-human system in the Yangtze river delta, China. Int J Env Res Pub He 14(9):1042
Islam MS, Ahmed MK, Habibullah-Al-Mamun M (2016) Apportionment of heavy metals in soil and vegetables and associated health risks assessment. Stoch Environ Res Risk Assess 30:365–377
Jia X, Hu B, Marchant BP, Zhou L, Shi Z, Zhu Y et al (2019) A methodological framework for identifying potential sources of soil heavy metal pollution based on machine learning: a case study in the Yangtze Delta, China. Environ Pollut 250:601–609
Liang J, Feng C, Zeng G, Gao X, Zhong M, Li X, Li X, He X, Fang Y (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
Liu L, Chen H, Cai P, Liang W, Huang Q (2009) Immobilization and phytotoxicity of cd in contaminated soil amended with chicken manure compost. J Hazard Mater 163(2–3):563–567
Liu J, Zhang X, Tran H, Wang D, Zhu Y et al (2011) Heavy metal pollution and risk assessment in water, paddy soil, and rice around an electroplating plant. Environ Sci Pollut Res 18(9):1623–1632
Liu S, Pan G, Zhang Y, Xu J, Ma R, Shen Z, Dong S (2019) Risk assessment of soil heavy metals associated with land use variations in the riparian zones of a typical urban river gradient. Ecotox Environ Safe 181:435–444
Liu S, Zhao H, Wu K, Zhang Z, Hou Y, Chen T, Jin Q (2020) Evaluation of heavy metal distribution characteristics of agricultural soil–rice system in a high geological background area according to the influence index of comprehensive quality (IICQ). Environ Sci Pollut Res 27:20920–20933
Loska K, Wiechuła D, Korus I (2004) Metal contamination of farming soils affected by industry. Environ Int 30(2):159–165
Lv J, Wang Y (2018) Multi-scale analysis of heavy metals sources in soils of Jiangsu Coast, Eastern China. Chemosphere 212:964–973
Mamat A, Zhang Z, Mamat Z, Zhang F, Yinguang C (2020) Pollution assessment and health risk evaluation of eight (metalloid) heavy metals in farmland soil of 146 cities in China. Environ Geochem Health. https://doi.org/10.1007/s10653-020-00634-y
Ministry of Environmental Protection and Ministry of Land and Resource of the People’s Republic of China (MEP and MLR) (2014) The Bulletin of Nationwide Soil Pollution Status Survey (April 14, 2014. Index No. 000014672/2014-00351)
Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geo J 2:108–118
Nanos N, Grigoratos T, Rodríguez Martín JA, Samara C (2015) Scale-dependent correlations between soil heavy metals and As around four coal-fired power plants of northern Greece. Stoch Environ Res Risk Assess 29:1531–1543
Nemerow NL (1985) Stream, lake, estuary, and ocean pollution. Van Nostrand Reinhold Publishing Co., New York
Pan L, Wang Y, Ma J, Hu Y, Su B, Fang G, Wang L, Xiang B (2018) A review of heavy metal pollution levels and health risk assessment of urban soils in Chinese cities. Environ Sci Pollut Res 25:1055–1069
Park JH, Chon HT (2016) Characterization of cadmium biosorption by Exiguobacterium sp. isolated from farmland soil near Cu-Pb-Zn mine. Environ Sci Pollut Res 23:11814–11822
Qiu M, Li F, Wang Q, Chen J, Yang G, Liu L (2015) Driving forces of heavy metal changes in agricultural soils in a typical manufacturing center. Environ Monit Assess 187(5):239
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. Ecotox Environ Safe 100:53–60
Shao D, Zhan Y, Zhou W, Zhu L (2016) Current status and temporal trend of heavy metals in farmland soil of the Yangtze River Delta Region: field survey and meta-analysis. Environ Pollut 219:329–336
Sun L, Feng S (2019) Heavy metals in the surface soil around a coalmine: pollution assessment and source identification. Pol J Environ Stud 28(4):2717–2724
Tang L, Deng S, Tan D, Long J, Lei M (2019) Heavy metal distribution, translocation, and human health risk assessment in the soil-rice system around Dongting Lake area, China. Environ Sci Pollut Res 26(17):17655–17665
Tian H, Zhu C, Gao J, Cheng K, Hao J, Wang K, Hua S, Wang Y, Zhou J (2015) Quantitative assessment of atmospheric emissions of toxic heavy metals from anthropogenic sources in China: historical trend, spatial distribution, uncertainties, and control policies. Atmos Chem Phys 15(17):10127–10147
US. EPA (1989) Risk assessment guidance for superfund volume I: human health evaluation manual: (part A). Office of Soild Waste and Emergency Response, Washington, DC
US. EPA (1997) Exposure factors handbook. Office of Research and Development, National Center for Environmental Assessment, Washington (DC, USA)
US. EPA (2000) Risk-based concentration table. United States Environmental Protection Agency, Washington DC, Philadelphia
Wang Y, Yang L, Kong L, Liu E, Wang L, Zhu J (2015) Spatial distribution, ecological risk assessment and source identification for heavy metals in surface sediments from Dongping Lake, Shandong, East China. Catena 125:200–205
Wang S, Wu W, Liu F, Liao R, Hu Y (2017) Accumulation of heavy metals in soil-crop systems: a review for wheat and corn. Environ Sci Pollut Res 24:15209–15225
Wang L, Gao S, Yin X, Yu X, Luan L (2019a) Arsenic accumulation, distribution and source analysis of rice in a typical growing area in north China. Ecotox Environ Saf 167:429–434
Wang N, Han J, Wei Y, Li G, Sun Y (2019b) Potential ecological risk and health risk assessment of heavy metals and metalloid in soil around Xunyang mining areas. Sustainability 11(18):4828
Wu H, Yang F, Li H, Li Q, Zhang F, Ba Y, Cui L, Sun L, Wang N, Zhu J (2020a) Heavy metal pollution and health risk assessment of agricultural soil near a smelter in an industrial city in China. Int J Environ Heal R 30(2):174–186
Wu J, Margenot AJ, Wei X, Fan M, Gao C (2020b) Source apportionment of soil heavy metals in fluvial islands, Anhui section of the lower Yangtze River: comparison of APCS-MLR and PMF. J Soils Sediments 20:3380–3393. https://doi.org/10.1007/s11368-020-02639-7
Xiao R, Guo D, Ali A, Mi S, Liu T, Ren C, Li R, Zhang Z (2019) Accumulation, ecological-health risks assessment, and source apportionment of heavy metals in paddy soils: a case study in Hanzhong, Shaanxi, China. Environ Pollut 248:349–357
Yan G, Mao L, Liu S, Mao Y, Ye H, Huang T, Li F, Chen L (2018) Enrichment and sources of trace metals in roadside soils in Shanghai, China: a case study of two urban/rural roads. Sci Total Environ 631:942–950
Yin X, Chen X (2017) Comparison of different acid digestion methods for leafy vegetables in the determination of heavy metals by ICP-OES. Chinese Agri Sci Bull 33(24):80–84
Zeng F, Ali S, Zhang H, Ouyang Y, Qiu B, Wu F, Zhang G (2011) The influence of pH and organic matter content in paddy soil on heavy metal availability and their uptake by rice plants. Environ Pollut 159(1):84–91
Zhang Z, Zheng D, Xue Z, Wu H, Jiang M (2019) Identification of anthropogenic contributions to heavy metals in wetland soils of the Karuola Glacier in the Qinghai-Tibetan Plateau. Ecol Indic 98:678–685
Zhang M, Wang X, Liu C, Lu J, Qin Y, Mo Y, Xiao P, Liu Y (2020) Identification of the heavy metal pollution sources in the rhizosphere soil of farmland irrigated by the Yellow River using PMF analysis combined with multiple analysis methods—using Zhongwei city, Ningxia, as an example. Environ Sci Pollut Res 27:16203–16214
Zhao S, Feng C, Yang Y, Niu J, Shen Z (2012) Risk assessment of sedimentary metals in the Yangtze Estuary: new evidence of the relationships between two typical index methods. J Hazard Mater 241:164–172
Zhejiang Provincial Bureau of Statistics and Zhejiang Investigation Team of the National Bureau of Statistics (2018) Zhejiang statistical yearbook 2018. China Statistics Press, Beijing
Zheng N, Wang Q, Zhang X, Zheng D, Zhang Z, Zhang S (2007) Population health risk due to dietary intake of heavy metals in the industrial area of Huludao city, China. Sci Total Environ 387(1–3):96–104
Zhou D, Hao X, Wang Y, Dong Y, Cang L (2005) Copper and Zn uptake by radish and pakchoi as affected by application of livestock and poultry manures. Chemosphere 59(2):167–175
Zhu L, Sheng D, Xu H (2007) Comparison of acid digestion methods for the determination of heavy metals in soil of vegetable lands. Chinese Agri Sci Bull 23(3):420–423
Funding
This work was partially supported by the National Key R&D Program (2018YFD0200500) and the National Natural Science Foundation of China (no. 41801302). They have no role in study design; in the collection, analysis, and interpretation of data; in the writing of the report; and in the decision to submit the article for publication.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Responsible Editor: Gangrong Shi
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Ren, Y., Lin, M., Liu, Q. et al. Contamination assessment, health risk evaluation, and source identification of heavy metals in the soil-rice system of typical agricultural regions on the southeast coast of China. Environ Sci Pollut Res 28, 12870–12880 (2021). https://doi.org/10.1007/s11356-020-11229-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-020-11229-6