Spatial variability and hotspot prediction of heavy metal pollution in soil-rice system: based on a new geostatistical method

References

• E. Lequy, N.P.A. Saby, I. Ilyin, A. Bourin, S. Sauvage and S. Leblond, Sci. Total Environ. 590–591, 602–610 (2017). doi:10.1016/j.scitotenv.2017.02.240.
   PubMedGoogle Scholar
• U.K. Singh and B. Kumar, Chemosphere 174, 183 (2017). doi:10.1016/j.chemosphere.2017.01.103.
   PubMed Web of Science ®Google Scholar
• S.S. Huang, J. Tu, Y. Jin, M. Hua, X.M. Wu, X.X. Xu, Y.B. Yang, Y.M. Su and L.M. Cai, Int. J. Environ. Res. 12, 373–389 (2018). doi:10.1007/s41742-018-0097-8.
   Web of Science ®Google Scholar
• L.M. Cai, Z.C. Xu, M.Z. Ren, Q.W. Guo, X.B. Hu, G.C. Hu, H.F. Wang and P.A. Peng, Ecotox. Environ. Safe 78, 2–8 (2012). doi:10.1016/j.ecoenv.2011.07.004.
   PubMed Web of Science ®Google Scholar
• M. Chabukdhara, A. Munjal, A.K. Nema, S.K. Gupta and R.K. Kaushal, Hum. Ecol. Risk Assess. 22, 736–752 (2016). doi:10.1080/10807039.2015.1105723.
   Web of Science ®Google Scholar
• S. Majumder and P. Banik, J. Environ. Manage. 233, 184–199 (2019). doi:10.1016/j.jenvman.2018.12.034.
   PubMedGoogle Scholar
• Y.D. Gan, X.M. Huang, S.S. Li, N. Liu, Y.C.C. Li, A. Freidenreich, W.X. Wang, R.Q. Wang and J.L. Dai, J. Clean. Prod. 221, 98–107 (2019). doi:10.1016/j.jclepro.2019.02.157.
   Web of Science ®Google Scholar
• X. Liu, Q. Song, Y. Tang, W. Li, J. Xu, J. Wu, F. Wang and P.C. Brookes, Sci. Total Environ. 463, 530–540 (2013). doi:10.1016/j.scitotenv.2013.06.064.
   PubMed Web of Science ®Google Scholar
• W. Wu, P. Wu, F. Yang, D.L. Sun, D.X. Zhang and Y.K. Zhou, Sci. Total Environ. 630, 53–61 (2018). doi:10.1016/j.scitotenv.2018.02.183.
   PubMed Web of Science ®Google Scholar
• USEPA. Supplementary Guidance for Conducting Health Risk Assessment of Chemical Mixtures, Vol. EPA/630/R-00/002. (U.S. Environmmental Protection Agency: Washington, DC, 2000).
   Google Scholar
• J. Zhou, B. Du, Y. Hu, J. Liang, H. Liu, X. Fan, L. Zhang, H. Cui, X. Liu and J. Zhou, Environ. Pollut. 244, 218–227 (2019). doi:10.1016/j.envpol.2018.10.038.
   PubMedGoogle Scholar
• A. Poonam, S. Saha, P.K. Nayak, B. S. Sathpaty, M. Shahid, A. K. Nayak, and S. K. Lenka, Integrated Rice-based Farming Systems for Enhancing Clim. Resilience and Profitability in Eastern India. (2018), pp. 275–289
   Google Scholar
• C. Mao, Y. Song, L. Chen, J. Ji, J. Li, X. Yuan, Z. Yang, G.A. Ayoko, R.L. Frost and F. Theiss, CATENA 175, 339–348 (2019). doi:10.1016/j.catena.2018.12.029.
   Web of Science ®Google Scholar
• W. Ali, K. Mao, H. Zhang, M. Junaid, N. Xu, A. Rasool, X. Feng and Z. Yang, J. Hazard. Mater. 397, 122720 (2020). doi:10.1016/j.jhazmat.2020.122720.
   PubMed Web of Science ®Google Scholar
• B.F. Hu, J.Y. Wang, B. Jin, Y. Li and Z. Shi, Sci. Pollut. Res. 24, 19816–19826 (2017a). doi:10.1007/s11356-017-9516-1.
   PubMed Web of Science ®Google Scholar
• X.S. Luo, J. Ding, B. Xu, Y.J. Wang, H.B. Li and S. Yu, Sci. Total Environ. 424, 88–96 (2012). doi:10.1016/j.scitotenv.2012.02.053.
   PubMed Web of Science ®Google Scholar
• W. Xie, C. Peng, H. Wang and W.P. Chen, Int. J. Env. Res. Pub. He 14, 1595 (2017). doi:10.3390/ijerph14121595.
   PubMed Web of Science ®Google Scholar
• M.X. Wan, W.Y. Hu, H.F. Wang, K. Tian and B. Huang, Sci. Total Environ. 780, 146567 (2021). doi:10.1016/j.scitotenv.2021.146567.
   PubMedGoogle Scholar
• S.G. Baruah, I. Ahmed, B. Das, B. Ingtipi, H. Boruah, S.K. Gupta, A.K. Nema and M. Chabukdhara, Chemosphere 266, 129150 (2021). doi:10.1016/j.chemosphere.2020.129150.
   PubMedGoogle Scholar
• J.R. Zhang, H.Z. Li, Y.Z. Zhou, L. Dou, L.M. Cai, L.P. Mo and J. You, Environ. Pollut. 235, 710–719 (2018). doi:10.1016/j.envpol.2017.12.106.
   PubMed Web of Science ®Google Scholar
• W. Li, B. Xu, Q. Song, X. Liu, J. Xu and P.C. Brookes, Sci. Total Environ. 472, 407–420 (2014). doi:10.1016/j.scitotenv.2013.11.046.
   PubMed Web of Science ®Google Scholar
• B.F. Hu, S. Shao, Z.Y. Fu, Y. Li, H. Ni, S.C. Chen, Y. Zhou, B. Jin and Z. Shi, Sci. Total Environ. 658, 614–625 (2019). doi:10.1016/j.scitotenv.2018.12.150.
   PubMed Web of Science ®Google Scholar
• L. Anselin, Geogr. Anal. 27, 93–115 (1995). doi:10.1111/j.1538-4632.1995.tb00338.x.
   Web of Science ®Google Scholar
• D. Xu, P. Zhou, J. Zhan, Y. Gao, C. Dou and Q. Sun, Ecotox. Environ. Safe 90, 103–111 (2013). doi:10.1016/j.ecoenv.2012.12.018.
   PubMed Web of Science ®Google Scholar
• Y.B.F.F.M. Li, M.H. Wu, Y. Kuang and H.J. Wu, Hum. Ecol. Risk Assess. 24, 743–753 (2018). doi:10.1080/10807039.2017.1398631.
   Web of Science ®Google Scholar
• J. Wang, J. Su, Z. Li, B. Liu, G. Cheng, Y. Jiang, Y. Li, S. Zhou and W. Yuan, Environ. Pollut. 254, 113 (2019). doi:10.1016/j.envpol.2019.113089.
   Google Scholar
• D. Wu, H. Liu, J. Wu, X. Gao, N. Nyasha, G. Cai and W. Zhang, Int. J. Environ. Res. Public Health 19, 9669 (2022). doi:10.3390/ijerph19159669.
   PubMedGoogle Scholar
• J.K. Ord and A. Getis, Geogr. Anal. 27, 286–306 (1995). doi:10.1111/j.1538-4632.1995.tb00912.x.
   Web of Science ®Google Scholar
• A. Parchomenko and S. Borsky, J. Environ. Manage. 214, 137–148 (2018). doi:10.1016/j.jenvman.2018.01.082.
   PubMedGoogle Scholar
• T. Chen, X.M. Liu, X. Li, K.L. Zhao, J.B. Zhang and J.M. Xu, Environ. Pollut. 157, 1003–1010 (2009). doi:10.1016/j.envpol.2008.10.011.
   PubMed Web of Science ®Google Scholar
• K.L. Zhao, X.M. Liu, J.M. Xu, H.M. Selim and J. Hazard, Mater. 181, 778–787 (2010). doi:10.1016/j.jhazmat.2010.05.081.
   Google Scholar
• P.A.P. Moran, Evolution. 17 (2), 182–186 (1963). doi:10.111/j.1558-5646.1963.tb03268.x.
   Google Scholar
• X. Chen, Y.J. Chen and M. Baker, Geol. China (In Chinese) 39, 302–310 (2012). doi:10.1016/j.chemgeo.2012.03.026.
   Google Scholar
• CEPA. China National Environmental Protection Agency, (2018).
   Google Scholar
• H.Y. Wang and S.G. Lu, Environ. Earth Sci. 64, 1921–1929 (2011). doi:10.1007/s12665-011-1005-0.
   Web of Science ®Google Scholar
• W. Hu, B. Huang, K. Tian, P.E. Holm and Y. Zhang, Chemosphere 167, 82–90 (2017b). doi:10.1016/j.chemosphere.2016.09.122.
   PubMed Web of Science ®Google Scholar
• H.F. Wang, Q.M. Wu, W.Y. Hu, B. Huang, L.R. Dong and G. Liu, Environ. Pollut. 243, 1047–1056 (2018). doi:10.1016/j.envpol.2018.09.036.
   PubMedGoogle Scholar
• B. Dong, R.Z. Zhang, Y.D. Gan, L.Q. Cai, A. Freidenreich, K.P. Wang, T.W. Guo and H.B. Wang, Sci. Total Environ. 651, 3127–3138 (2019). doi:10.1016/j.scitotenv.2018.10.130.
   PubMed Web of Science ®Google Scholar
• S. Afrin, M.K. Alam, M.W. Ahmed, A. Parven, M.F. Jubayer, M. Megharaj, I.M. Meftaul and M.S.I. Khan, Int. J. Environ. Anal. Chem. 1–16 (2022). doi:10.1080/03067319.2021.2018578.
   Google Scholar
• MHPRC, National Hygienic Standard for Food in China GB2762-1991, 1991.
   Google Scholar
• MHPRC, National Hygienic Standard for Food in China GB2762-1994, 1994.
   Google Scholar
• MHPRC, National Hygienic Standard for Food in China GB2762-2005, 2005.
   Google Scholar
• MHPRC, National Hygienic Standard for Food in China GB2762-2017, 2017.
   Google Scholar
• S. Kabir, A. Kaium, M.T.I. Chowdhury, M.A. Islam, S.A. Bhuiya, M.W. Ahmed, M.N. Kadir, M. Moniruzzaman and M.S.I. Khan, Int. J. Environ. Anal. Chem. 1–20 (2022). doi:10.1080/03067319.2022.2064752.
   Web of Science ®Google Scholar
• F.A. Laboni, M.W. Ahmed, A. Kaium, M.K. Alam, A. Parven, M.F. Jubayer, M.A. Rahman, I.M. Meftaul and M.S. Khan, Biol. Trace Elem. Res. 201, 995–1005 (2023). doi:10.1007/s12011-022-03179-6.
   PubMed Web of Science ®Google Scholar
• X.Y. Qin, M.Z. Peng, B. Hu, J.X. Wu and Y. Sun, J. Uni. Sci. Technol. China (In Chinese) 47 (5), 426–434 (2017a).
   Google Scholar
• X.Y. Qin, Y.H. Li, Y. Sun and M.Z. Peng, Earth Environ. (In Chinese) 45 (4), 455–463 (2017b).
   Google Scholar
• P.G. Yang, R.Z. Mao, H.B. Shao and Y. Gao, J. Hazard. Mater. 167, 1246–1251 (2009). doi:10.1016/j.jhazmat.2009.01.127.
   PubMed Web of Science ®Google Scholar
• M.J. McLaughlin and B.R. Singh, Dev. Pant. Soil Sci. 85, 1–9 (1999). doi:10.1007/978-94-011-4473-5_1.
   Google Scholar
• Y. Chen, W.Y. Hu, B. Huang, D.C. Weindorf, N. Rajan, X.X. Liu and S. Niedermann, Ecotox. Environ. Safe 98, 324–330 (2013). doi:10.1016/j.ecoenv.2013.09.037.
   PubMed Web of Science ®Google Scholar
• L.Q. Yang, B. Huang, W.Y. Hu, Y. Chen, M.C. Mao and L.P. Yao, Chemosphere 103, 121–130 (2014). doi:10.1016/j.chemosphere.2013.11.047.
   PubMed Web of Science ®Google Scholar
• Y.N. Hu, X.P. Liu, J.M. Bai, K. Shih, E.Y. Zeng and H.F. Cheng, Sci. Pollut. Res 20, 6150–6159 (2013). doi:10.1007/s11356-013-1668-z.
   PubMed Web of Science ®Google Scholar