Skip to main content
Top
Published in: Hydrogeology Journal 5/2013

01-08-2013 | Paper

Analysis of groundwater flow in arid areas with limited hydrogeological data using the Grey Model: a case study of the Nubian Sandstone, Kharga Oasis, Egypt

Authors: Wael Elham Mahmod, Kunio Watanabe, Ashraf A. Zahr-Eldeen

Published in: Hydrogeology Journal | Issue 5/2013

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Management of groundwater resources can be enhanced by using numerical models to improve development strategies. However, the lack of basic data often limits the implementation of these models. The Kharga Oasis in the western desert of Egypt is an arid area that mainly depends on groundwater from the Nubian Sandstone Aquifer System (NSAS), for which the hydrogeological data needed for groundwater simulation are lacking, thereby introducing a problem for model calibration and validation. The Grey Model (GM) was adopted to analyze groundwater flow. This model combines a finite element method (FEM) with a linear regression model to try to obtain the best-fit piezometric-level trends compared to observations. The GM simulation results clearly show that the future water table in the northeastern part of the study area will face a severe drawdown compared with that in the southwestern part and that the hydraulic head difference between these parts will reach 140 m by 2060. Given the uncertainty and limitation of available data, the GM produced more realistic results compared with those obtained from a FEM alone. The GM could be applied to other cases with similar data limitations.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
go back to reference Abdelrahman A, Watanabe K, Mebruk MN, Takeuch S (2010) Estimating groundwater residence time using multiple regression model based on fluoride dissolution. Environ Earth Sci 60:449–462CrossRef Abdelrahman A, Watanabe K, Mebruk MN, Takeuch S (2010) Estimating groundwater residence time using multiple regression model based on fluoride dissolution. Environ Earth Sci 60:449–462CrossRef
go back to reference Affandi AK, Watanabe K (2007) Daily groundwater level fluctuation forecasting using soft computing technique. Nat Sci 5:1–10 Affandi AK, Watanabe K (2007) Daily groundwater level fluctuation forecasting using soft computing technique. Nat Sci 5:1–10
go back to reference Amarsinghe SR, Watanabe K, Ishiyama K (2011) Study on the selection of unsaturated flow model for the different types of soil and soft rock. Environ Earth Sci 64:1795–1805CrossRef Amarsinghe SR, Watanabe K, Ishiyama K (2011) Study on the selection of unsaturated flow model for the different types of soil and soft rock. Environ Earth Sci 64:1795–1805CrossRef
go back to reference Anderson MP, Woessener WW (1992) Applied groundwater modeling-simulation of flow and advective transport. Academic, San Diego, CA Anderson MP, Woessener WW (1992) Applied groundwater modeling-simulation of flow and advective transport. Academic, San Diego, CA
go back to reference Ball J (1927) Problems of the Libyan Desert. Geogr J 70:21–38, 105–128, 209–224 Ball J (1927) Problems of the Libyan Desert. Geogr J 70:21–38, 105–128, 209–224
go back to reference Brinkmann P, Heinl M (1986) Numerical groundwater model. In: Thorweihe U (ed) Impact of climatic variation on East Saharan groundwater: modeling of large-scale flow regimes. Proc. workshop hydrogeol, 20–22 May 1985, Berlin. SFB 69, Berliner Geowiss Abh A 72: 135–155 Brinkmann P, Heinl M (1986) Numerical groundwater model. In: Thorweihe U (ed) Impact of climatic variation on East Saharan groundwater: modeling of large-scale flow regimes. Proc. workshop hydrogeol, 20–22 May 1985, Berlin. SFB 69, Berliner Geowiss Abh A 72: 135–155
go back to reference Coley DA (1999) An introduction to genetic algorithms for scientists and engineers. World Scientific, Singapor Coley DA (1999) An introduction to genetic algorithms for scientists and engineers. World Scientific, Singapor
go back to reference Ebraheem AM, Riad S, Wycisk P, Seif El Nasr AM (2002) Simulation of impact of present and future groundwater extraction from the non-replenished Nubian Sandstone Aquifer in SW Egypt. Environ Geol 43:188–196CrossRef Ebraheem AM, Riad S, Wycisk P, Seif El Nasr AM (2002) Simulation of impact of present and future groundwater extraction from the non-replenished Nubian Sandstone Aquifer in SW Egypt. Environ Geol 43:188–196CrossRef
go back to reference Goldberg DE, Deb K (1991) A comparative analysis of selection schemes used in genetic algorithms. In: Rawlins GJE (ed) Foundations of Genetic Algorithms. Kaufmann, Burlington, MA Goldberg DE, Deb K (1991) A comparative analysis of selection schemes used in genetic algorithms. In: Rawlins GJE (ed) Foundations of Genetic Algorithms. Kaufmann, Burlington, MA
go back to reference Heinl M, Thorweihe U (1993) Groundwater resources and management in SW Egypt. In: Meissner B, Wycisk P (eds) Geopotential and ecology. Catena Suppl 26, Catena, Reiskirchen, Germany, pp 99–121 Heinl M, Thorweihe U (1993) Groundwater resources and management in SW Egypt. In: Meissner B, Wycisk P (eds) Geopotential and ecology. Catena Suppl 26, Catena, Reiskirchen, Germany, pp 99–121
go back to reference Hesse K, Hissne A, Kheir O, Schnäcker E, Schneider M, Thorweihe U (1987) Hydrogeological investigations in the Nubian sandstone aquifer system, Eastern Sahara. Berliner Geowiss Abh A75:397–4641 Hesse K, Hissne A, Kheir O, Schnäcker E, Schneider M, Thorweihe U (1987) Hydrogeological investigations in the Nubian sandstone aquifer system, Eastern Sahara. Berliner Geowiss Abh A75:397–4641
go back to reference Kehl H, Bornkamm R (1993) Landscape ecology and vegetation units of the Western Desert of Egypt. In: Meissner B, Wycisk P (eds) Geopotential ecology: analysis of a desert region. Catena Suppl 26, Catena, Reiskirchen, Germany, pp 155–178 Kehl H, Bornkamm R (1993) Landscape ecology and vegetation units of the Western Desert of Egypt. In: Meissner B, Wycisk P (eds) Geopotential ecology: analysis of a desert region. Catena Suppl 26, Catena, Reiskirchen, Germany, pp 155–178
go back to reference Khang ND, Watanabe K, Saegusab H (2004) Fracture step structure: geometrical characterization and effects on fluid flow and breakthrough curve. Eng Geol 75:107–127CrossRef Khang ND, Watanabe K, Saegusab H (2004) Fracture step structure: geometrical characterization and effects on fluid flow and breakthrough curve. Eng Geol 75:107–127CrossRef
go back to reference Knetsch G, Yallouze M (1955) Remarks on the origin of the Egyptian Oasis depressions. Bull Soc Géogr Égypte 28:21–33 Knetsch G, Yallouze M (1955) Remarks on the origin of the Egyptian Oasis depressions. Bull Soc Géogr Égypte 28:21–33
go back to reference Lamoreaux PE, Memon BA, Idris H (1985) Groundwater development, Kharga Oasis, western desert of Egypt: a long-term environment concern. Environ Geol Water Sci 7:129–149CrossRef Lamoreaux PE, Memon BA, Idris H (1985) Groundwater development, Kharga Oasis, western desert of Egypt: a long-term environment concern. Environ Geol Water Sci 7:129–149CrossRef
go back to reference Mitchell M (1999) An introduction to genetic algorithms. Massachusetts Institute of Technology, Cambridge, MA Mitchell M (1999) An introduction to genetic algorithms. Massachusetts Institute of Technology, Cambridge, MA
go back to reference Mohammed M, Watanabe K, Takeuchi S (2010) Grey model for prediction of pore pressure change. Environ Earth Sci 60:1523–1534CrossRef Mohammed M, Watanabe K, Takeuchi S (2010) Grey model for prediction of pore pressure change. Environ Earth Sci 60:1523–1534CrossRef
go back to reference Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, part 1: a discussion of principles. J Hydrolgeol 10:282–290CrossRef Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, part 1: a discussion of principles. J Hydrolgeol 10:282–290CrossRef
go back to reference Nour S (1996) Groundwater potential for irrigation in the east Oweinat area, Western Desert, Egypt. Environ Geol 27:143–154 Nour S (1996) Groundwater potential for irrigation in the east Oweinat area, Western Desert, Egypt. Environ Geol 27:143–154
go back to reference Pinder GF, Gray WG (1977) Finite element simulation in surface and subsurface hydrology. Academic, New York Pinder GF, Gray WG (1977) Finite element simulation in surface and subsurface hydrology. Academic, New York
go back to reference Said R (1962) The geology of Egypt. Elsevier, Amsterdam Said R (1962) The geology of Egypt. Elsevier, Amsterdam
go back to reference Said R (1990) Geomorphology. In: Said R (ed) The geology of Egypt. Taylor and Francis, Rotterdam, The Netherlands Said R (1990) Geomorphology. In: Said R (ed) The geology of Egypt. Taylor and Francis, Rotterdam, The Netherlands
go back to reference Salman AB, Howari FM, El-Sankary MM, Wali AM, Saleh MM (2010) Environmental impact and natural hazards on Kharga Oasis monumental sites, Western Desert of Egypt. J Afr Earth Sci 58:341–353CrossRef Salman AB, Howari FM, El-Sankary MM, Wali AM, Saleh MM (2010) Environmental impact and natural hazards on Kharga Oasis monumental sites, Western Desert of Egypt. J Afr Earth Sci 58:341–353CrossRef
go back to reference Sanford KS (1935) Source of water in the northern-western Sudan. Geogr J 85:412–431CrossRef Sanford KS (1935) Source of water in the northern-western Sudan. Geogr J 85:412–431CrossRef
go back to reference Shamseldin AY (1997) Application of a neural network technique to rainfall-runoff modeling. J Hydrol 199:272–294CrossRef Shamseldin AY (1997) Application of a neural network technique to rainfall-runoff modeling. J Hydrol 199:272–294CrossRef
go back to reference Shata AA (1982) Hydrogeology of the great Nubian Sandstone basin, Egypt. Q J Eng Geol 15:127–133CrossRef Shata AA (1982) Hydrogeology of the great Nubian Sandstone basin, Egypt. Q J Eng Geol 15:127–133CrossRef
go back to reference Sivaraj R, Ravichandran T (2011) A review of selection methods in genetic algorithm. Int J Eng Technol 3:3792–3797 Sivaraj R, Ravichandran T (2011) A review of selection methods in genetic algorithm. Int J Eng Technol 3:3792–3797
go back to reference Sonntag C (1986) A time-dependent groundwater model for the Eastern Sahara. Berliner Geowiss Abh A72:124–134 Sonntag C (1986) A time-dependent groundwater model for the Eastern Sahara. Berliner Geowiss Abh A72:124–134
go back to reference Spitz K, Moreno J (1996) A practical guide to groundwater and solute transport modeling. Wiley, New York Spitz K, Moreno J (1996) A practical guide to groundwater and solute transport modeling. Wiley, New York
go back to reference Thorweihe U, Heinl M (2002) Groundwater resources of the Nubian Aquifer System, NE-Africa. Synthesis, Observatoire du Sahara et du Sahel, Paris Thorweihe U, Heinl M (2002) Groundwater resources of the Nubian Aquifer System, NE-Africa. Synthesis, Observatoire du Sahara et du Sahel, Paris
go back to reference Thorweihe U, Schandelmeier H (1993) Geoscientific research in Northeast Africa. Proc Int Conf Geosci. Balkema, Rotterdam, The Netherlands, 776 pp Thorweihe U, Schandelmeier H (1993) Geoscientific research in Northeast Africa. Proc Int Conf Geosci. Balkema, Rotterdam, The Netherlands, 776 pp
go back to reference Watanabe K (1988) Analysis of three-dimensional groundwater flow in the near-surface layer of a small watershed. J Hydrol 102:287–300CrossRef Watanabe K (1988) Analysis of three-dimensional groundwater flow in the near-surface layer of a small watershed. J Hydrol 102:287–300CrossRef
go back to reference Watanabe K, Kattel S, Takeuchi S, Mahmod WE (2012) Analysis of pore pressure changes due to shafts excavation by using Genetic Algorithm (GA). JSCE 68(1):193–198 Watanabe K, Kattel S, Takeuchi S, Mahmod WE (2012) Analysis of pore pressure changes due to shafts excavation by using Genetic Algorithm (GA). JSCE 68(1):193–198
Metadata
Title
Analysis of groundwater flow in arid areas with limited hydrogeological data using the Grey Model: a case study of the Nubian Sandstone, Kharga Oasis, Egypt
Authors
Wael Elham Mahmod
Kunio Watanabe
Ashraf A. Zahr-Eldeen
Publication date
01-08-2013
Publisher
Springer Berlin Heidelberg
Published in
Hydrogeology Journal / Issue 5/2013
Print ISSN: 1431-2174
Electronic ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-013-0959-2

Other articles of this Issue 5/2013

Hydrogeology Journal 5/2013 Go to the issue