Evaluation of Groundwater Quality Indices of Mashhad Plain using Geostatistics and GIS Techniques

Authors
1 Semnan university
2 Semnan - Saadi Square - Faculty of Desertification
3 Sabzevar University of medical science
Abstract
Introduction

The quality of drinking water resources is closely related to public health. Using GIS, we can easily map the measured quality parameters and provide valuable information to community health services. In the present paper, some important indicators of groundwater resources in the central district of Mashhad city were measured and zoned.

Materials and Methods

In this research, water quality indicators, including TDS, TH, sulfate, chloride, pH and sodium were analyzed in a zone including 1580 wells. Then the data was entered to GIS Framework and mapped using the Kriging methods.

Results

The results of the research indicate that TDS and TH exceed in the most acceptable levels of the Iranian national standard in 60% and 81% of the total studied area respectively. In the case of the sodium index, only 3% of the area and in the chloride index, six percent of the area, which is located mainly in the south of Mashhad and small parts in the northwest of Mashhad, have exceeded the standard. Sulfate index is also in unfavorable conditions in more than nine percent of the studied area. The pH index is in suitable condition.

Conclusion

The outcomes illustrate that the qualitative conditions of underground water resources, particularly in TDS and TH are in the inappropriate condition in the southern parts of Mashhad. It is related to the high population density and the lack of proper drainage. It is needed to restrict over exploitation of groundwater resources in critical hot spots, along with defining alternative safe water sources for urban consumption.
Keywords

Kalantari N, Rahimi MH, Matori F. Chemical and Biological Assessment of Water Resources of Sia – Mansoor area, Dezful. Journal of Environmental Studies 2011; 37(59):29-42. [Persian]
Sobhanardakani S. Assessing of As, Zn, Pb, Cd, Cr, Cu and Mn Contamination in Groundwater Resources of Razan Plain Using Water Quality Pollution Indices. J Neyshabur Univ Med Sci 2017; 4(4):33-45. [Persian]
Pritchard M, Mkandawire T, O’Neil JG. Biological, chemical and pHysical drinking water quality from shallow wells in Malawi: Case study of Blantyre, Chiradzulu and Mulanje. Physics and Chemistry of the Earth, Parts A/B/C 2007; 32(15-18):1167-77.
Kleiner SM. water an essential but overlooked nutrient. J Am Diet Assoc 1999; 99(2):200-6
Wang Q, Yang Z. Industrial water pollution, water environment treatment, and health risks in China. Environ Pollut 2016; 218:358-65.
Shygonsky V, Shygonska N. Assessment of drinking water quality as a factor affecting human health in Zhytomyr Region. Kontakt 2016; (18)2:e120-e126.
Ravenscroft P, Mahmud ZH, Islam MS, Hossain AKMZ, Zahid A, Saha GC, et al. The public health significance of latrines discharging to groundwater used for drinking. Water Res 2017; 124:192-201
Entezari A, Akbari E, Mayvaneh F. Investigation of Drinking Water Quality Obtained from Groundwater on Human Diseases in Recent Decade in Mashhad Plain. Scientific Journals Management System 2014; 13(31):157-72. [Persian]
Babaei AA, Ahmadi Angali K, Salimi J, Ghaffarizadeh F, Askari B, Maroofi N, et al. Assessment of Chemical quality of Drinking Water Supplies in Rural area of Neyshabour City in 2014. Journal of Torbat Heydariyeh University of Medical Sciences 2015; 2(4):53-8. [Persian]
Moghaddam AR. Ghallehban Tekmedash M, Esmaili K. Investigation of temporal and spatial trend of water quality parameters in view of weather fluctuations using GIS; Mashhad Plain. Journal of Water and Soil Conservation (Journal of Agricultural Sciences and Natural Resources) 2013; 20(3):211-25. [Persian]
Mohammadi AA, Mahvi AH, Rastgar A, Faraji H. Quality zoning of seasonal changes in nitrate and ammonia in drinking water wells of Babol city using GIS system. J Sabzevar Univ Med Sci 2014; 21(2):293-301. [Persian]
Rooki R, Aryafar A, Adelinasab J. Investigating the groundwater quality in aquifer of Gonabad basin, Khorasan Razavi, using multivariate statistical methods and artificial intelligence. Journal of Mineral Resources Engineering (JMRE) 2017; (2)1:49-61. [Persian]
Kulinkina AV, Plummer JD, Chui KKH, Kosinski KC, Adomako-Adjei T, Egorov AI, et al. PHysicochemical parameters affecting the perception of boreholewater quality in Ghana. Int J Hyg Environ Health 2017; 220(6):990-7.
Stewart OT, Carlos HA, Lee C, Berke EB, Hurvitaz PM, Li L, et al. Secondary GIS built environment data for health research: Guidance for data development. Journal of Transport & Health 2016; 3(4):529-39.
Atashnafas MR, Atashnafas E. GIS & Iran’s Holistic Scientific Map on health domain. Ann Mil Health Sci Res 2011; 8(4):305-11. [Persian]
James P, Jankowska M, Marx C, Hart J, Berrigan D, Kerr J, et al. “Spatial Energetics”: Integrating Data from GPS, Accelerometry, and GIS to Address Obesity and Inactivity. Am J Prev Med 2016; 51(5):792-800.
Institute of Standards and Industrial Research of Iran (ISIRI). Drinking water: Physical and chemical specifications. 5th edition. Standard No. 1053; 2009. [Persian]
Asghari Moghaddam A, Javanmard Z, Vadiati M, Najib M. Evaluating the quality of Mehraban plain groundwater resources using GQI and FGQI methods. HydrogeomorpHology 2018; 1(2):79-98. [Persian]
Esmaeili Sari A. [Pollutants, health and environmental standards]. Tehran: Naghsh-e-Mehr; 2003. [Persian]
Kooshki A, Yaqubifar MA, Behanm HR. Study of the Relationship between the Hardness of Drinking Water and the Blood Pressure of Rural Residents of 30 – 60 Years of age in Sabzevar. J Sabzevar Univ Med Sci 2003; 10(3):23-8. [Persian]
WHO. Guidelines for Drinking-Water Quality. Volume2, 1996; Available from: http://www.who.int/water_sanitation_health/publications/gdwq2v1/en/index1.html .
Zare M, Aminpour A, Mirzazadeh M, Azar M, Tazakori Z, Mehrabi, et al. Comparison of the effects of two types of drinking water with different degrees of hardness on urinary mineral elements in men with and without kidney calcium stones. Iranian Journal of Nutrition Sciences & Food Technology 2007; 1(3):1-7. [Persian]
Binaie Motlagh P. [Instructions and methods for measuring the toxic pHysico-chemical chemical in drinking water, Ministry of Health and Medical Education]. 2010; Available from: http://mboh.umsha.ac.ir/uploads/14_116_azmayeshgah%20fizik.pdf . [Persian]
Johansen K, Andersen AN, Kampman JP, Hansen JM, Mortensen HB. Excretion of methimazole in human milk. Eur J Clin Pharmacol 1982; 23:339-41.
WHO. WHO Guidelines for Drinking-water Quality, fourth edition. 2011; Available from: http://www.who.int/water_sanitation_health/publications/2011/dwq_guidelines/en/ .
Miranzadeh MB, Hasanzadeh M, Dehqan S, Sabahi-bidgoli M. The relationship between turbidity, residual chlorine concentration and microbial quality of drinking water in rural areas of Kashan during 2008-9. Feyz 2011; 15(2):126-31. [Persian]
Farooq S, Hashmi I, Qazi IA, Qaiser S, Rasheed S. Monitoring of coliforms and chlorine residual in water distribution network Rawalpindi, Pakistan. Environ Monit Assess 2008; 140(1-3):339-47.
Akbarzadeh M, Ghahraman B, Davary K. Evaluation of Groundwater Quality in Mashhad Aquifer Using the Indicator Kriging Based on Nitrate Pollution. Iranian J Irrigation & Drainage 2016; 10(1):48-62. [Persian]
Baghvand A, Vosoogh A, Givehchi S, Daryabeighi zand A, Ground Water Modeling to Estimate Nitrate Dispersion in Critical Aquifers (A Case Study: Mashhad City). J Env Sci Tech 2016; 17(4):1-22. [Persian]
Theodossiou N, Latinopoulos P. Evaluation and optimization of groundwater observation networksusing the kriging methodology. Environmental Modelling & Software 2006; 22(7):991-1000.
Behmanesh J, Tahroudi MN, Khalili K. Comparison of Geostatistical Methods to Interpolation the Ground Water Table (Case Study: Urmia Lake Basin). Journal of Irrigation Science and Engineering 2015; 38(2):113-23. [Persian]