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The occurrences of heavy metals in farmland soils and their propagation into paddy plants

  • Md. Shahedur Rahman
  • Polsh Kumar Biswas
  • Syed Mahfuz Al Hasan
  • Mohammad Mahfuzur Rahman
  • S. H. Lee
  • Ki-Hyun Kim
  • Shaikh Mizanur Rahman
  • Md. Rezuanul Islam
Article

Abstract

In this research, heavy metal accumulation pattern was investigated using the data measured from the soil, paddy plants, and irrigation water samples in Jessore district in Bangladesh with the aid of principal component analysis. A total of 28 samples representing farmland soil and irrigation water along with paddy plant were collected from 28 locations in the Jessore district in November 2016. In agricultural soil, arsenic (As) and nickel (Ni) were found 2.78 and 1.11 times more concentrated than their background values. In addition, 89% of the sample sites exhibited enhanced As concentrations relative to the background value. Principal component analysis (PCA) of soil data showed strong homogeneity in many species (e.g., Ni, Cu, Fe, and As) to reflect intense agricultural activities. In contrast, Pb showed no such homogeneity in soil accumulation pattern. In plant samples, Cu, Fe, and As were strongly correlated and homologous. This homology of pollution was in agreement with the pollution homology in the agricultural soil in which the plants were grown. In irrigation water, Cu and Ni were homologous. Observation of spatial distribution and other variables indicated that the accumulation of any particular metal in paddy plants was correlated with its content in soil and irrigation water, which was influenced by the soil organic matter, soil/water pH, and other metals present in that environment.

Keywords

Arsenic PCA (principal component analysis) Heavy metals Spatial distribution Statistical modeling 

Notes

Acknowledgments

This study was partly supported by the R&D Project of Ministry of Science and Technology (MOST), Bangladesh, and Jessore University of Science and Technology (JUST), Bangladesh. We are thankful to the GIS Laboratory, CSIRL, JUST, Bangladesh, and the Department of Genetic Engineering and Biotechnology, JUST, Bangladesh.

Author contributions

Md. Shahedur Rahman and Polsh Kumar Biswas conducted the laboratory work. Md. Shahedur Rahman, Syed Mahfuz Al Hasan, and Md. Mahfuzur Rahman performed the data analysis and manuscript preparation. S Lee, KH Kim, Shaikh Mizanur Rahman, and Md. Rezuanul Islam designed and supervised the work. All of the authors were involved in the explication of data and approved the final manuscript.

Funding information

The corresponding author (KHK) acknowledges support made in part by grants from the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT and Future Planning (No. 2016R1E1A1A01940995).

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

References

  1. Abedin, M. J., Cotter-Howells, J., & Meharg, A. A. (2002). Arsenic uptake and accumulation in rice (Oryza sativa L.) irrigated with contaminated water. Plant and Soil, 240(2), 311–319.CrossRefGoogle Scholar
  2. Alam, M. G. M., Snow, E. T., & Tanaka, A. (2003). Arsenic and heavy metal contamination of vegetables grown in Samta village, Bangladesh. Science of the Total Environment, 308(1–3), 83–96.  https://doi.org/10.1016/S0048-9697(02)00651-4.CrossRefGoogle Scholar
  3. Arber, C. E., Li, A., Houlden, H., & Wray, S. (2016). Review: Insights into molecular mechanisms of disease in neurodegeneration with brain iron accumulation: unifying theories. Neuropathology and Applied Neurobiology, 42(3), 220–241.CrossRefGoogle Scholar
  4. Atafar, Z., Mesdaghinia, A., Nouri, J., Homaee, M., Yunesian, M., Ahmadimoghaddam, M., & Mahvi, A. H. (2010). Effect of fertilizer application on soil heavy metal concentration. Environmental Monitoring and Assessment, 160(1), 83–89.CrossRefGoogle Scholar
  5. BADC. (2012). Statistical report on irrigation in Jessore, Bangladesh Agricultural Development Corporation (BADC), Ministry of Agriculture, Government of the People’s Republic of Bangladesh, Dhaka.Google Scholar
  6. Balabanova, B., Stafilov, T., & Baceva, K. (2015). Application of principal component analysis in the assessment of essential and toxic metals in vegetable and soil from polluted and referent areas. Bulgarian Journal of Agricultural Science, 21(3).Google Scholar
  7. BBAR. (2012). Fertilizer recommendation GUIDE-2012 soils Bangladesh Agricultural Research Council, Farmgate, Dhaka, Pub. No. 45.Google Scholar
  8. BBS. (2008). Agricultural census. Dhaka: Bangladesh Bureau of Statistics.Google Scholar
  9. BGS (British Geological Survey). (1999). Groundwater studies for arsenic contamination in Bangladesh. Vol. S1: 1-33. Review of existing data. Dubai: Mott MacDonald Ltd.Google Scholar
  10. Cerny, C. A., & Kaiser, H. F. (1977). A study of a measure of sampling adequacy for factor-analytic correlation matrices. Multivariate Behavioral Research, 12(1), 43–47.CrossRefGoogle Scholar
  11. Chakraborti, D., Rahman, M. M., Mukherjee, A., Alauddin, M., Hassan, M., Dutta, R. N., Pati, S., Mukherjee, S. C., Roy, S., Quamruzzman, Q., Rahman, M., Morshed, S., Islam, T., Sorif, S., Selim, M., Islam, M. R., & Hossain, M. M. (2015). Groundwater arsenic contamination in Bangladesh—21 years of research. Journal of Trace Elements in Medicine and Biology, 31, 237–248.  https://doi.org/10.1016/j.jtemb.2015.01.003.CrossRefGoogle Scholar
  12. Crichton, R. R., Wilmet, S., Legssyer, R., & Ward, R. J. (2002). Molecular and cellular mechanisms of iron homeostasis and toxicity in mammalian cells. Journal of Inorganic Biochemistry, 91(1), 9–18.  https://doi.org/10.1016/S0162-0134(02)00461-0.CrossRefGoogle Scholar
  13. Das, H., Mitra, A. K., Sengupta, P., Hossain, A., Islam, F., & Rabbani, G. (2004). Arsenic concentrations in rice, vegetables, and fish in Bangladesh: a preliminary study. Environment International, 30(3), 383–387.CrossRefGoogle Scholar
  14. Dey, R. K. (2002). Arsenic health problem. In M. F. Ahmed & C. M. Ahmed (Eds.), Arsenic mitigation in Bangladesh (pp. 59–76). Dhaka: Local Govt. Division.Google Scholar
  15. Dziuban, C. D., & Shirkey, E. C. (1974). When is a correlation matrix appropriate for factor analysis? Psychological Bulletin, 81, 358–361.CrossRefGoogle Scholar
  16. Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272–299.CrossRefGoogle Scholar
  17. Forti, E., Salovaara, S., Cetin, Y., Bulgheroni, A., Tessadri, R., Jennings, P., et al. (2011). In vitro evaluation of the toxicity induced by nickel soluble and particulate forms in human airway epithelial cells. Toxicology in Vitro, 25(2), 454–461.  https://doi.org/10.1016/j.tiv.2010.11.013.CrossRefGoogle Scholar
  18. Fuentealba, I. C., & Aburto, E. M. (2003). Animal models of copper-associated liver disease. [journal article]. Comparative Hepatology, 2(1), 5.  https://doi.org/10.1186/1476-5926-2-5.CrossRefGoogle Scholar
  19. Hayton, J. C., Allen, D. G., & Scarpello, V. (2004). Factor retention decisions in exploratory factor analysis: a tutorial on parallel analysis. Organizational Research Methods, 7(2), 191–205.CrossRefGoogle Scholar
  20. Heikens, A. (2006). Arsenic contamination of irrigation water, soil and crops in Bangladesh: risk implications for sustainable agriculture and food safety in Asia. FAO, UN. Regional Office for Asia and the Pacific.Google Scholar
  21. Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrica., 30, 179–185.CrossRefGoogle Scholar
  22. Hossain, M. (2006). Arsenic contamination in Bangladesh—an overview. Agriculture, Ecosystems & Environment, 113(1), 1–16.CrossRefGoogle Scholar
  23. Huda, A. S. N., Mekhilef, S., & Ahsan, A. (2014). Biomass energy in Bangladesh: current status and prospects. Renewable and Sustainable Energy Reviews, 30, 504–517.  https://doi.org/10.1016/j.rser.2013.10.028.CrossRefGoogle Scholar
  24. Huq, S. M. I., Joardar, J. C., Parvin, S., Correll, R., & Naidu, R. (2006). Arsenic contamination in food-chain: transfer of arsenic into food materials through groundwater irrigation. Journal of Health, Population and Nutrition, 24(3), 305–316.Google Scholar
  25. Islam, M. S., & Masunaga, S. (2014). Trace metals contamination in soil and foodstuffs around the industrial area of Dhaka city, Bangladesh and health risk assessment. In International Forum for Sustainable Asia and the Pacific (ISAP2014) Poster Session for Young Researchers,Google Scholar
  26. Juhasz, A. L., Smith, E., Weber, J., Rees, M., Rife, A., Kuchel, T., Sansom, L., & Naidu, R. (2006). In vivo assessment of arsenic bioavailability in rice and its significance for human health risk assessment. Environ Health Perspectives, 114, 1826–1831.Google Scholar
  27. Kaiser, H. F. (1970). A second generation little jiffy. Psychometrika, 35(4), 401–415.CrossRefGoogle Scholar
  28. Kashem, M., & Singh, B. (2001). Metal availability in contaminated soils: I. Effects of flooding and organic matter on changes in Eh, pH and solubility of Cd, Ni andZn. Nutrient Cycling in Agroecosystems, 61(3), 247–255.CrossRefGoogle Scholar
  29. Kinniburgh, D., & Smedley, P. (2001). Arsenic contamination of groundwater in Bangladesh. BGS Techniqual Report. WC/00/19, V1, 1–21.Google Scholar
  30. Kippler, M., Skröder, H., Rahman, S. M., Tofail, F., & Vahter, M. (2016). Elevated childhood exposure to arsenic despite reduced drinking water concentrations—a longitudinal cohort study in rural Bangladesh. Environment International, 86, 119–125.CrossRefGoogle Scholar
  31. Li, Z., Li, L., & Chen, G. P. J. (2005). Bioavailability of Cd in a soil–rice system in China: soil type versus genotype effects. Plant and Soil, 271(1), 165–173.CrossRefGoogle Scholar
  32. Li, Z., Ma, Z., van der Kuijp, T. J., Yuan, Z., & Huang, L. (2014). A review of soil heavy metal pollution from mines in China: pollution and health risk assessment. Science of the Total Environment, 468, 843–853.CrossRefGoogle Scholar
  33. Loewenberg, S. (2016). In Bangladesh, arsenic poisoning is a neglected issue. The Lancet, 388(10058), 2336–2337.CrossRefGoogle Scholar
  34. Meacher, D. M., Menzel, D. B., Dillencourt, M. D., Bic, L. F., Schoof, R. A., Yost, L. J., Eickhoff, J. C., & Farr, C. H. (2002). Estimation of multimedia inorganic arsenic intake in the US population. Human and Ecological Risk Assessment, 8, 1697–1721.CrossRefGoogle Scholar
  35. Meharg, A. A., & Rahman, M. M. (2003). Arsenic contamination of Bangladesh paddy field soils: implications for rice contribution to arsenic consumption. Environmental Science & Technology, 37(2), 229–234.CrossRefGoogle Scholar
  36. Meharg, A. A., Sun, G., Williums, P. N., Adomako, E., Deacon, C., Zhu, Y.-G., Feldmann, J., & Raab, A. (2008). Inorganic arsenic levels in baby rice are of concern. Environmental Pollution, 152, 746–749.CrossRefGoogle Scholar
  37. Misra, M. (2017). Is peasantry dead? Neoliberal reforms, the state and agrarian change in Bangladesh. Journal of Agrarian Change, 17(3), 594–611.CrossRefGoogle Scholar
  38. Pal, S., Patra, A. K., Reza, S. K., Wildi, W., & Pote-Wembonyama, J. (2010). Use of bio-resources for remediation of soil pollution. Natural Resources, 1(2), 110–125.CrossRefGoogle Scholar
  39. Papanikolaou, G., & Pantopoulos, K. (2005). Iron metabolism and toxicity. Toxicology and Applied Pharmacology, 202(2), 199–211.  https://doi.org/10.1016/j.taap.2004.06.021.CrossRefGoogle Scholar
  40. Parkpian, P., Leong, S. T., Laortanakul, P., & Thunthaisong, N. (2003). Regional monitoring of lead and cadmium contamination in a tropical grazing land site, Thailand. Environmental Monitoring and Assessment, 85(2), 157–173.CrossRefGoogle Scholar
  41. Rahman, S. (2013). Pesticide consumption and productivity and the potential of IPM in Bangladesh. Science of the Total Environment, 445, 48–56.CrossRefGoogle Scholar
  42. Rattan, R., Datta, S., Chhonkar, P., Suribabu, K., & Singh, A. (2005). Long-term impact of irrigation with sewage effluents on heavy metal content in soils, crops and groundwater—a case study. Agriculture, Ecosystems & Environment, 109(3), 310–322.CrossRefGoogle Scholar
  43. Roveda, L. F., Cuquel, F. L., Motta, A. C., & Melo, V. d. F. (2016). Organic compounds with high Ni content: Effects on soil and strawberry production. Revista Brasileira de Engenharia Agrícola e Ambiental, 20(8), 722–727.CrossRefGoogle Scholar
  44. Smith, A. H., Lingas, E. O., & Rahman, M. (2000). Contamination of drinking-water by arsenic in Bangladesh: a public health emergency. Bulletin of the World Health Organization, 78(9), 1093–1103.Google Scholar
  45. Souza, D. M. d., Morais, P. A. d. O., Matsushige, I., & Rosa, L. A. (2016). Development of alternative methods for determining soil organic matter. Revista Brasileira de Ciência do Solo, 40.Google Scholar
  46. Sun, C., Liu, J., Wang, Y., Sun, L., & Yu, H. (2013). Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China. Chemosphere, 92(5), 517–523.CrossRefGoogle Scholar
  47. Tani, M., Jahiruddin, M., Egashira, K., Kurosawa, K., Moslehuddin, A., & Rahman, M. (2012). Dietary intake of arsenic by households in Marua village in Jessore. Journal of Environmental Science and Natural Resources, 5(1), 283–288.CrossRefGoogle Scholar
  48. Voroney, R., & Heck, R. (2007). The soil habitat. Soil Microbiology, Ecology, and Biochemistry, 25–49.Google Scholar
  49. Walkley, A., & Black, I. A. (1934). An examination of the Degtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Science, 37(1), 29–38.CrossRefGoogle Scholar
  50. Williams, P. N., Zhang, H., Davison, W., Meharg, A. A., Hossain, M., Norton, G. J., Brammer, H., & Islam, M. R. (2011). Organic matter-solid phase interactions are critical for predicting arsenic release and plant uptake in Bangladesh paddy soils. Environmental Science & Technology, 45(14), 6080–6087.CrossRefGoogle Scholar
  51. Xu, X. Y., Mcgrath, S. P., Meharg, A. A., & Zhao, F. I. (2008). Growing rice aerobically markedly decreased accumulation. Environmental Science & Technology, 42(15), 5574–5579.CrossRefGoogle Scholar
  52. Yang, P., Yang, M., Mao, R., & Shao, H. (2014). Multivariate-statistical assessment of heavy metals for agricultural soils in northern China. The Scientific World Journal, 2014.Google Scholar
  53. 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. Environmental Pollution, 159(1), 84–91.CrossRefGoogle Scholar
  54. Zhao, F., Ma, J., Meharg, A., & McGrath, S. (2009). Arsenic uptake and metabolism in plants. New Phytologist, 181(4), 777–794.CrossRefGoogle Scholar
  55. Zhao, K., Liu, X., Xu, J., & Selim, H. (2010). Heavy metal contaminations in a soil–rice system: identification of spatial dependence in relation to soil properties of paddy fields. Journal of Hazardous Materials, 181(1), 778–787.CrossRefGoogle Scholar
  56. Zou, J., Dai, W., Gong, S., & Ma, Z. (2015). Analysis of spatial variations and sources of heavy metals in farmland soils of Beijing suburbs. PLoS One, 10(2), e0118082.CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of Genetic Engineering and BiotechnologyJessore University of Science and TechnologyJessoreBangladesh
  2. 2.Department of Nutrition and Food TechnologyJessore University of Science and TechnologyJessoreBangladesh
  3. 3.Department of Public HealthKagawa UniversityTakamatsuJapan
  4. 4.Department of Environmental Science and TechnologyJessore University of Science TechnologyJessoreBangladesh
  5. 5.Departments of Environmental ScienceKeimyung UniversityDaeguSouth Korea
  6. 6.Department of Civil and Environmental EngineeringHanyang UniversitySeoulRepublic of Korea
  7. 7.Department of Biotechnology and Genetic EngineeringIslamic UniversityKushtiaBangladesh

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