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Articles

Predicting the spatial distribution of sulfate concentration in groundwater of Jampur-Pakistan using geostatistical methods

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Pages 28195-28204 | Received 13 Jun 2015, Accepted 14 Apr 2016, Published online: 16 May 2016

References

  • A. Azizullah, M.N.K. Khattak, P. Richter, D.P. Häder, Water pollution in Pakistan and its impact on public health—A review, Environ. Int. 37 (2011) 479–497.10.1016/j.envint.2010.10.007
  • W. Bank, Water and Sanitation Program, Managing Karachi’s Water Supply and Sanitation Services: Lessons from a Workshop, UNDP-Water & Sanitation Program, vol. 3, The World Bank, Washington, DC, 2005. Available from: <https://openknowledge.worldbank.org/handle/10986/16996> ( accessed 10 June 2015).
  • USAID Report, PuR Water Purification Reaches Pakistan, United States Agency for International Development (USAID). Available from: <http://www.usaid.gov/sites/default/files/success/files/fp_pakistan_water.pdf> ( accessed 25 May 2015).
  • M.M. Akhtar, Z. Tang, Identification of contamination sources and TDS concentration in groundwater of second biggest city of Pakistan, Int. J. Environ. Sci. Dev. 4(1) (2013) 341–345.10.7763/IJESD.2013.V4.367
  • M.A. Kahlown, M. Ashraf, M. Hussain, H.A. Salam, A.Z. Bhatti, Impact assessment of sewerage and industrial effluents on water resources, soil, crops and human health in Faisalabad, Research Report, Pakistan Council of Research in Water Resources, Islamabad, 2006. Available from: <http://pcrwr.gov.pk/publication%20pcrwr.aspx> ( accessed 8 June 2015).
  • M.A. Kahlown, M.A. Tahir, H. Rasheed, National Water Quality Monitoring Programme, Fifth Technical Report, Pakistan Council of Research in Water Resources, vol. 5, Islamabad, 2007. Available from: <http://www.pcrwr.gov.pk/Index.html> (accessed 10 April 2015).
  • WWF Pakistan, Pakistan’s Waters at Risk; Water & Health Related Issues in Pakistan & Key Recommendations, Freshwater & Toxics Programme, WWF–Pakistan, Lahore, 2007. Available from: <www.ircwash.org/sites/default/files/WWF-Pakistan-2007-Pakistans.pdf> ( accessed 13 May 2015).
  • PCRWR, National Water Quality Monitoring Programme Water Quality Islamabad. Report: 2005–2006, Pakistan Council for Research in Water Resources, 2007. Available from: <http://www.pcrwr.gov.pk/Index.html> ( accessed 27 April 2015).
  • A.C. Twort, D.D. Ratnayaka, M.J. Brandt, TWORT’s Water Supply, sixth ed., Butterworth-Heinemann, London, 2009.
  • P.P. Adhikary, C.J. Dash, H. Chandrasekharan, T.B.S. Rajput, S.K. Dubey, Evaluation of groundwater quality for irrigation and drinking using GIS and geostatistics in a peri-urban area of Delhi, India, Arabian J. Geosci. 5(6) (2012) 1423–1434.10.1007/s12517-011-0330-7
  • P.F. Hudak, Sulfate and chloride concentrations in Texas aquifers, Environ. Int. 26(1–2) (2000) 55–61.10.1016/S0160-4120(00)00078-7
  • A.D. Atasoy, M.I. Yesilnacar, Effect of high sulfate concentration on the corrosivity: A case study from groundwater in Harran Plain, Turkey, Environ. Monit. Assess. 166 (2010) 595–607.10.1007/s10661-009-1026-2
  • D.E. Wright, N.R. Towers, D.P. Sinclair, Intake of zinc sulphate in drinking water by grazing beef cattle, New Zealand J. Agric. Res. 21 (2) (1978) 215–221.10.1080/00288233.1978.10427402
  • W. Mejri, A. Korchef, M. Tlili, M.B. Ben Amor, Effects of temperature on precipitation kinetics and microstructure of calcium carbonate in the presence of magnesium and sulphate ions, Desalin. Water Treat. 52 (2014) 4863–4870.10.1080/19443994.2013.808813
  • G. Regmi, B. Indraratna, L.D. Nghiem, L. Banasiak, Evaluating waste concrete for the treatment of acid sulphate soil groundwater from coastal floodplains, Desalin. Water Treat. 32 (2011) 126–132.10.5004/dwt.2011.2687
  • I. Hussain, N. Mubarak, J. Shabbir, T. Hussain, M. Faisal, Spatial interpolation of sulfate concentration in groundwater including covariates using Bayesian hierarchical models, Water Qual. Exposure Health 7(3) (2015) 339–345, doi: 10.1007/s12403-014-0154-2.
  • N. Mubarak, I. Hussain, M. Faisal, T. Hussain, M. Yousaf Shad, N.M. AbdEl-Salam, J. Shabbir, Spatial distribution of sulfate concentration in groundwater of South-Punjab, Pakistan, Water Qual. Exposure Health 7(4) (2015) 503–513, doi: 10.1007/s12403-015-0165-7.
  • WHO, Guidelines of Drinking Water Quality Recommendation, third ed., World Health Organisation, Geneva, 2006.
  • S. Saeed, Z. Javed, S. Chand, N.U. Hashmi, M. Ahmad, Spatial distribution of arsenic concentration in drinking water using Kriging techniques, Sci. Int. (Lahore) 27(2) (2015) 949–954.
  • P.H. Talaee, Analysis of groundwater quality in the northwest of Iran, Desalin. Water Treat. 56(9) (2015) 2323–2334, doi: 10.1080/19443994.2014.963155.
  • K.S. Gundogdu, I. Guney, Spatial analyses of groundwater levels using universal Kriging, J. Earth Syst. Sci. 116(1) (2007) 49–55.10.1007/s12040-007-0006-6
  • B. Nas, Geostatistical approach to assessment of spatial distribution of groundwater quality, Pol. J. Environ. Stud. 18 (2009) 1073–1082.
  • M. Ahmad, S. Chand, Spatial distribution of TDS in drinking water of tehsil Jampur using Ordinary and Bayesian Kriging, Pak. J. Stat. Oper. Res. 11(3) (2015) 377–386.10.18187/pjsor.v11i3.894
  • J. Pilz, G. Spöck, Why do we need and how should we implement Bayesian Kriging methods, Stoch. Env. Res. Risk Assess. 22(5) (2008) 621–632.10.1007/s00477-007-0165-7
  • H. Omre, K.B. Halvorsen, The Bayesian bridge between simple and universal Kriging, Math. Geol. 21(7) (1989) 767–786.10.1007/BF00893321
  • P.K. Roy, S.S. Hossain, Predicting arsenic concentration in groundwater of Bangladesh using Bayesian geostatistical model, Environ. Ecol. Stat. 21(3) (2014) 583–597, doi: 10.1007/s10651-013-0269-9.
  • N. Cressie, Fitting variogram models by weighted least squares, J. Int. Assoc. Math. Geol. 17(5) (1985) 563–586.10.1007/BF01032109
  • A.O. Finley, S. Banerjee, B.P. Carlin, spBayes: An R package for univariate and multivariate hierarchical point-referenced spatial models, J. Stat. Software 19(4) (2007) 1–24.
  • R. Webster, M.A. Oliver, Geostatistics for Environmental Scientists, second ed., John Wiley & Sons, Ltd., Chichester, 2007.10.1002/9780470517277
  • B. Zimmermann, Z. Erwin, N.K. Hartmann, H. Elsenbeer, Analyzing spatial data: An assessment of assumptions, new methods, and uncertainty using soil hydraulic data, Water Resour. Res. 44(10) (2008) 1–18.
  • P.J. Ribeiro Jr., P.J. Diggle, geoR: A package for geostatistical analysis, R-NEWS 1(2) (2001) 15–18.
  • H.M. Rafique, I. Abbas, M.A. Sohl, R. Shehzadi, S.M.R.M. Imran, Y.A. Zaghayer, A. Mahmood, M.N. Sohl, Appraisal of drinking water quality of tehsil Jampur, Pakistan, Desalin. Water Treat. 52(25–27) (2014) 4641–4648.10.1080/19443994.2013.803936
  • F.W. Gilcreas, Standard Methods for the Examination of Water and Waste Water, 20th ed., American Public Health Association, Washington, DC, 1998.
  • P.J. Diggle, P.J. Ribeiro Jr., Model-Based Geostatistics, Springer, New York, NY, 2007.
  • E.H. Isaaks, R.M. Srivastava, An Introduction to Applied Geostatistics, Oxford University, New York, NY, 1989.
  • G.E. Box, D.R. Cox, An analysis of transformations, J. R. Stat. Soc. Ser. B Stat. Methodol. 48(4) (1964) 211–252.
  • R Core Team. R, A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2014. Available from: http://www.R-project.org/.
  • K.S. Bakar, S.K. Sahu, spTimer: Spatio-temporal Bayesian modeling using R, J. Stat. Software 63(15) (2015) 1–32.
  • I. Triki, N. Trabelsi, M. Zairi, H.B. Dhia, Multivariate statistical and geostatistical techniques for assessing groundwater salinization in Sfax, a coastal region of eastern Tunisia, Desalin. Water Treat. 52(10–12) (2014) 1980–1989.10.1080/19443994.2013.803937

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