Skip to main content
Erschienen in: Environmental Earth Sciences 12/2015

01.12.2015 | Thematic Issue

Evaluation of groundwater quality in northern Saudi Arabia using multivariate analysis and stochastic statistics

verfasst von: Abeer Sh. Salman, Faisal K. Zaidi, M. T. Hussein

Erschienen in: Environmental Earth Sciences | Ausgabe 12/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Groundwater resources available in the Paleozoic sedimentary formations form the most prolific source of water supply in the Kingdom of Saudi Arabia. In the absence of surface water supplies the available groundwater reserves in these aquifers have been used extensively to fulfill the agricultural and domestic water demands. The main purpose of this paper was to evaluate the groundwater quality in the Northern Western part of Saudi Arabia using the classical water facies diagram (Piper and Durov plot). The more advanced methods of principal component analysis (PCA) for determining the factors controlling the groundwater chemistry and stochastic geostatistics to understand the spatial distribution of different major elements in the groundwater of the study area were employed. 40 groundwater samples from bore wells tapping the Saq aquifer were collected and analyzed for the major ion chemistry and nitrates. Groundwater occurs within detrital sandstones of Phanerozoic era in Saq Formations. Piper plot revealed that most of the water samples belonged to the mixed class (Ca–Mg–Cl–SO4 type) and few samples falling within the Ca–Mg–HCO3 type, Na–Cl type, and Ca–Mg–SO4 type of groundwater facies. Durov plot pointed towards simple dissolution, silicate weathering, ion exchange, and reverse ion exchange as the main processes governing the chemistry of the area. PCA resulted in the extraction of two PC accounting for 78.11 % of the data variability. The extracted PCs pointed towards geogenic factors governing the groundwater quality. Stochastic geostatistics involved prediction maps of ordinary kriging and indicator kriging which provided detailed indications of spatial distribution of the chemical elements.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Ahmadi M (2008) Hydrogeology of the Saq Aquifer Northwest of Tabuk, northern Saudi Arabia. J King Abdulaziz Univ 20(1):51–66 Ahmadi M (2008) Hydrogeology of the Saq Aquifer Northwest of Tabuk, northern Saudi Arabia. J King Abdulaziz Univ 20(1):51–66
Zurück zum Zitat Al-Bassam AM, Khalil AR (2012) DurovPwin: a new version to plot the expanded Durov diagram for hydro-chemical data analysis. Comput Geosci 42:1–6CrossRef Al-Bassam AM, Khalil AR (2012) DurovPwin: a new version to plot the expanded Durov diagram for hydro-chemical data analysis. Comput Geosci 42:1–6CrossRef
Zurück zum Zitat Al-Harbi (2010) Monitoring of agriculture area trend in Tabuk region-Saudi Arabia using Landsat TM and SPOT data. Egypt J Remote Sens Space Sci 41 (Elsevier) Al-Harbi (2010) Monitoring of agriculture area trend in Tabuk region-Saudi Arabia using Landsat TM and SPOT data. Egypt J Remote Sens Space Sci 41 (Elsevier)
Zurück zum Zitat Alkolibi FM (2002) Possible effects of global warming on agriculture and water resources in Saudi Arabia: impacts and responses. Clim Change 54(1–2):225–245CrossRef Alkolibi FM (2002) Possible effects of global warming on agriculture and water resources in Saudi Arabia: impacts and responses. Clim Change 54(1–2):225–245CrossRef
Zurück zum Zitat Al-Kuisi M, Al-Qinna M, Margane A, Aljazzar T (2009) Spatial assessment of salinity and nitrate pollution in Amman, Zarqa Basin. Earth Environ Sci (Springer Verlag) 59(1):117–129CrossRef Al-Kuisi M, Al-Qinna M, Margane A, Aljazzar T (2009) Spatial assessment of salinity and nitrate pollution in Amman, Zarqa Basin. Earth Environ Sci (Springer Verlag) 59(1):117–129CrossRef
Zurück zum Zitat APHA (1995) Standard methods for the examination of water and wastewater, 19th edn. American Public Health Association, Washington, DC APHA (1995) Standard methods for the examination of water and wastewater, 19th edn. American Public Health Association, Washington, DC
Zurück zum Zitat Belkhiri L, Mouni L, Tiri A (2012) Water–rock interaction and geochemistry of groundwater from the Ain Azel aquifer, Algeria. Environ Geochem Health 34(1):1–13CrossRef Belkhiri L, Mouni L, Tiri A (2012) Water–rock interaction and geochemistry of groundwater from the Ain Azel aquifer, Algeria. Environ Geochem Health 34(1):1–13CrossRef
Zurück zum Zitat Clark I (1979) Practical geostatistics. Applied Science Publishers, London Clark I (1979) Practical geostatistics. Applied Science Publishers, London
Zurück zum Zitat Closs LG, Nichol I (1975) The role of factor and regression analysis in the interpretation of geochemical reconnaissance data. Can J Earth Sci 12(8):1316–1330CrossRef Closs LG, Nichol I (1975) The role of factor and regression analysis in the interpretation of geochemical reconnaissance data. Can J Earth Sci 12(8):1316–1330CrossRef
Zurück zum Zitat David M (1977) Geostatistical ore reserve estimation. Elsevier Scientific Publishing Company, Amsterdam David M (1977) Geostatistical ore reserve estimation. Elsevier Scientific Publishing Company, Amsterdam
Zurück zum Zitat Elango L, Kannan R (2007) Rock–water interaction and its control on chemical composition of groundwater. Dev Environ Sci 5:229–243CrossRef Elango L, Kannan R (2007) Rock–water interaction and its control on chemical composition of groundwater. Dev Environ Sci 5:229–243CrossRef
Zurück zum Zitat Fisher RS, Mullican WF (1997) Hydrochemical evolution of sodium-sulphate and sodium-chloride groundwater beneath the northern Chihuahuan desert, Trans-Pecos, Texas, USA. Hydrogeol J 5:4–16CrossRef Fisher RS, Mullican WF (1997) Hydrochemical evolution of sodium-sulphate and sodium-chloride groundwater beneath the northern Chihuahuan desert, Trans-Pecos, Texas, USA. Hydrogeol J 5:4–16CrossRef
Zurück zum Zitat Fujita M, Suzuki J, Sato D, Kuwahara Y, Yokoki H, Kayanne H (2013) Anthropogenic impacts on water quality of the lagoonal coast of Fongafale Islet, Funafuti Atoll, Tuvalu. Sustain Sci 8(3):381–390CrossRef Fujita M, Suzuki J, Sato D, Kuwahara Y, Yokoki H, Kayanne H (2013) Anthropogenic impacts on water quality of the lagoonal coast of Fongafale Islet, Funafuti Atoll, Tuvalu. Sustain Sci 8(3):381–390CrossRef
Zurück zum Zitat Güler C, Kurt MA, Alpaslan M, Akbulut C (2012) Assessment of the impact of anthropogenic activities on the groundwater hydrology and chemistry in Tarsus coastal plain (Mersin, SE Turkey) using fuzzy clustering, multivariate statistics and GIS techniques. J Hydrol 414:435–451CrossRef Güler C, Kurt MA, Alpaslan M, Akbulut C (2012) Assessment of the impact of anthropogenic activities on the groundwater hydrology and chemistry in Tarsus coastal plain (Mersin, SE Turkey) using fuzzy clustering, multivariate statistics and GIS techniques. J Hydrol 414:435–451CrossRef
Zurück zum Zitat Jankowski J, Acworth RI (1997) Impact of debris-flow deposits on hydrogeochemical processes and the development of dryland salinity in the Yass River catchment, New South Wales, Australia. Hydrogeol J 5(4):71–88CrossRef Jankowski J, Acworth RI (1997) Impact of debris-flow deposits on hydrogeochemical processes and the development of dryland salinity in the Yass River catchment, New South Wales, Australia. Hydrogeol J 5(4):71–88CrossRef
Zurück zum Zitat Jiang Y, Wu Y, Groves C, Yuan D, Kambesis P (2009) Natural and anthropogenic factors affecting the groundwater quality in the Nandong karst underground river system in Yunan, China. J Contam Hydrol 109(1):49–61CrossRef Jiang Y, Wu Y, Groves C, Yuan D, Kambesis P (2009) Natural and anthropogenic factors affecting the groundwater quality in the Nandong karst underground river system in Yunan, China. J Contam Hydrol 109(1):49–61CrossRef
Zurück zum Zitat Journal AG, Huijbregts ChJ (1978) Mining geostatistics. Academic Press Limited, London, p 163 Journal AG, Huijbregts ChJ (1978) Mining geostatistics. Academic Press Limited, London, p 163
Zurück zum Zitat Journel AJ (1983) Nonparametric estimation of spatial distributions. Math Geol 15:445–468CrossRef Journel AJ (1983) Nonparametric estimation of spatial distributions. Math Geol 15:445–468CrossRef
Zurück zum Zitat Kolsi SH, Bouri S, Hachicha W, Dhia HB (2013) Implementation and evaluation of multivariate analysis for groundwater hydrochemistry assessment in arid environments: a case study of Hajeb Elyoun-Jelma, Central Tunisia. Environ Earth Sci 70:2215–2224CrossRef Kolsi SH, Bouri S, Hachicha W, Dhia HB (2013) Implementation and evaluation of multivariate analysis for groundwater hydrochemistry assessment in arid environments: a case study of Hajeb Elyoun-Jelma, Central Tunisia. Environ Earth Sci 70:2215–2224CrossRef
Zurück zum Zitat Lakashmanan E, Kannan R, Senthil Kumar (2003) Major ion chemistry and identification process of groundwater in a part of Kancheepuram district, Tamil Nadu, India. Environ Geosci 10:157–166 Lakashmanan E, Kannan R, Senthil Kumar (2003) Major ion chemistry and identification process of groundwater in a part of Kancheepuram district, Tamil Nadu, India. Environ Geosci 10:157–166
Zurück zum Zitat Li XD, Liu CQ, Harue M, Li SL, Liu XL (2010) The use of environmental isotopic (C, Sr, S) and hydrochemical tracers to characterize anthropogenic effects on karst groundwater quality: a case study of the Shuicheng Basin, SW China. Appl Geochem 25(12):1924–1936CrossRef Li XD, Liu CQ, Harue M, Li SL, Liu XL (2010) The use of environmental isotopic (C, Sr, S) and hydrochemical tracers to characterize anthropogenic effects on karst groundwater quality: a case study of the Shuicheng Basin, SW China. Appl Geochem 25(12):1924–1936CrossRef
Zurück zum Zitat Llamas R, Custudio E (2003) Intensive use of groundwater: challenges and opportunities. A.A. Balkema Publishers, Lisse Llamas R, Custudio E (2003) Intensive use of groundwater: challenges and opportunities. A.A. Balkema Publishers, Lisse
Zurück zum Zitat Lloyd JW, Heathcote JA (1985) Natural inorganic hydrochemistry in relation to groundwater: an introduction. Clarendon Press, Oxford, p 294 Lloyd JW, Heathcote JA (1985) Natural inorganic hydrochemistry in relation to groundwater: an introduction. Clarendon Press, Oxford, p 294
Zurück zum Zitat Matheron G (1962) Traite de geostatistique appliqué, Tome I. Memoires du Bureau de Recherches Geologiques et Minieres, No. 14. Technip (edn), Paris Matheron G (1962) Traite de geostatistique appliqué, Tome I. Memoires du Bureau de Recherches Geologiques et Minieres, No. 14. Technip (edn), Paris
Zurück zum Zitat Mehmandosti EA, Adabi MH (2013) Application of geochemical data as evidence of water–rock interaction in the Sarvak Formation, Izeh Zone, Zagros, Iran. Proc Earth Planet Sci 7:31–35CrossRef Mehmandosti EA, Adabi MH (2013) Application of geochemical data as evidence of water–rock interaction in the Sarvak Formation, Izeh Zone, Zagros, Iran. Proc Earth Planet Sci 7:31–35CrossRef
Zurück zum Zitat Moneer S, Mghdi Khashogi, El Maghraby MS (2012) Evaluation of groundwater resources for drinking and irrigational purposes, Aber Al Mashi area, South Al-Madinah Al-Munawarah City, Saudi Arabia. Arab J Geosci. doi:10.1007/s12517-012-0649-8 Moneer S, Mghdi Khashogi, El Maghraby MS (2012) Evaluation of groundwater resources for drinking and irrigational purposes, Aber Al Mashi area, South Al-Madinah Al-Munawarah City, Saudi Arabia. Arab J Geosci. doi:10.​1007/​s12517-012-0649-8
Zurück zum Zitat Pitard FF (1994) Exploration of the nugget effect. In: Geostatistics for the next century 124–136, vol 6. Rluwer Acadamic Publishers, The Netherlands Pitard FF (1994) Exploration of the nugget effect. In: Geostatistics for the next century 124–136, vol 6. Rluwer Acadamic Publishers, The Netherlands
Zurück zum Zitat Zumlot T, Batayneh A, Nazal Y, Ghrefat H, Mogren S, Zaman H, Qaisy S (2013) Using multivariate statistical analyses to evaluate groundwater contamination in the northwestern part of Saudi Arabia. Environ Earth Sci 70(7) Zumlot T, Batayneh A, Nazal Y, Ghrefat H, Mogren S, Zaman H, Qaisy S (2013) Using multivariate statistical analyses to evaluate groundwater contamination in the northwestern part of Saudi Arabia. Environ Earth Sci 70(7)
Zurück zum Zitat Qin R, Wu Y, Xu Z, Xie D, Zhang C (2013) Assessing the impact of natural and anthropogenic activities on groundwater quality in coastal alluvial aquifers of the lower Liaohe River Plain, NE China. Appl Geochem 31:142–158CrossRef Qin R, Wu Y, Xu Z, Xie D, Zhang C (2013) Assessing the impact of natural and anthropogenic activities on groundwater quality in coastal alluvial aquifers of the lower Liaohe River Plain, NE China. Appl Geochem 31:142–158CrossRef
Zurück zum Zitat Salman A, Al-Qinna, Al Kuisi (2014) Spatial analysis of soil and shallow groundwater physicochemical parameters in El-Mujib Basin-central Jordan. J Asian Earth Sci 79:366–381 Salman A, Al-Qinna, Al Kuisi (2014) Spatial analysis of soil and shallow groundwater physicochemical parameters in El-Mujib Basin-central Jordan. J Asian Earth Sci 79:366–381
Zurück zum Zitat Scott HD (2000) Soil physics: agricultural and environmental applications. Iowa State University Press, Ames Scott HD (2000) Soil physics: agricultural and environmental applications. Iowa State University Press, Ames
Zurück zum Zitat Sharaf MA, Hussein MT (1996) Groundwater quality in the Saq aquifer. Hydrol Sci J, Saudi Arabia 41(5):683–696 Sharaf MA, Hussein MT (1996) Groundwater quality in the Saq aquifer. Hydrol Sci J, Saudi Arabia 41(5):683–696
Zurück zum Zitat Sharland PR, Casey DM, Davies RB, Simmons MD, Sutcliffe OE (2004) Arabian plate sequence stratigraphy. Paleozoic and Precambrian, enclosure 2. GeoArabia 9(1) Sharland PR, Casey DM, Davies RB, Simmons MD, Sutcliffe OE (2004) Arabian plate sequence stratigraphy. Paleozoic and Precambrian, enclosure 2. GeoArabia 9(1)
Zurück zum Zitat Sullivan J (1984) Conditional recovery estimation through probability kriging—theory and practice. In: Verly G et al (eds) Geostatistics for natural resources characterisation, part 1. Reidel, Dordrecht, pp 365–384 Sullivan J (1984) Conditional recovery estimation through probability kriging—theory and practice. In: Verly G et al (eds) Geostatistics for natural resources characterisation, part 1. Reidel, Dordrecht, pp 365–384
Zurück zum Zitat Vengosh A, Pankratov I (1998) Chloride/bromide and chloride/fluoride ratios of domestic sewage effluents and associated contaminated ground water. Groundwater 36(5):815–824CrossRef Vengosh A, Pankratov I (1998) Chloride/bromide and chloride/fluoride ratios of domestic sewage effluents and associated contaminated ground water. Groundwater 36(5):815–824CrossRef
Zurück zum Zitat Verly G, Sullivan J (1985) Multigaussian and probability krigings—an application to the Jerritt Canyon deposit. Min Eng 568–574 Verly G, Sullivan J (1985) Multigaussian and probability krigings—an application to the Jerritt Canyon deposit. Min Eng 568–574
Zurück zum Zitat Vijay R, Khobragade P, Mohapatra PK (2011) Assessment of groundwater quality in Puri City, India: an impact of anthropogenic activities. Environ Monit Assess 177(1–4):409–418CrossRef Vijay R, Khobragade P, Mohapatra PK (2011) Assessment of groundwater quality in Puri City, India: an impact of anthropogenic activities. Environ Monit Assess 177(1–4):409–418CrossRef
Zurück zum Zitat Warrick AW, Myers DE, Nielsen DR (1986) Geostatistical methods applied to soil science. In: Klute A et al (eds) Methods of soil analysis, part 1, physical and mineralogical methods, 2nd edn. Soil Science Society of America, Madison, pp 53–82 Warrick AW, Myers DE, Nielsen DR (1986) Geostatistical methods applied to soil science. In: Klute A et al (eds) Methods of soil analysis, part 1, physical and mineralogical methods, 2nd edn. Soil Science Society of America, Madison, pp 53–82
Zurück zum Zitat Water Atlas of Saudi Arabia (1984) Ministry of Agriculture and Water in cooperation with the Saudi Arabian–United States Joint Commission on Economic Cooperation, Ministry of Agriculture and Water, p 112 Water Atlas of Saudi Arabia (1984) Ministry of Agriculture and Water in cooperation with the Saudi Arabian–United States Joint Commission on Economic Cooperation, Ministry of Agriculture and Water, p 112
Metadaten
Titel
Evaluation of groundwater quality in northern Saudi Arabia using multivariate analysis and stochastic statistics
verfasst von
Abeer Sh. Salman
Faisal K. Zaidi
M. T. Hussein
Publikationsdatum
01.12.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 12/2015
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-014-3803-7

Weitere Artikel der Ausgabe 12/2015

Environmental Earth Sciences 12/2015 Zur Ausgabe