GIS-Coupled Numerical Modeling for Sustainable Groundwater Development: Case Study of Aynalem Well Field, Ethiopia
Publication: Journal of Hydrologic Engineering
Volume 22, Issue 4
Abstract
Improved understanding of linkages of hydrogeological systems with human interactions is required for sustainable development of groundwater resources in arid and semiarid regions. In this paper, an integrated approach coupling geographical information system (GIS) and a finite-difference method–based numerical model was used to carry out groundwater flow modeling of the Aynalem well field aquifer system in Ethiopia to determine impacts of external hydraulic stresses on the groundwater regime and to investigate the long-term effects of current pumping practices for municipal water supply to the city of Mekelle, Ethiopia. It incorporates stream–aquifer interaction, water budgeting, and long-term groundwater level prediction. Results show good agreement between simulated and observed hydraulic heads with a correlation coefficient of 0.97. The well yield potential would decrease because of the alarming rate () of decline in groundwater level. An approximately 38-m decline in groundwater level is expected by the end of year 2022, and thus no additional wells are recommended for groundwater sustainability. Results reveal the need of regulation on groundwater draft, determination of optimized pumping rates, and groundwater recharge measures for the sustainability of groundwater resources. The sensitivity analysis reveals that the recharge is more sensitive compared to hydraulic conductivity and streambed conductance.
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Acknowledgments
The authors wish to express their thanks to the Federal Demographic Republic of Ethiopia Ministry of Water and Energy, National Meteorology Agency of Ethiopia, and Mekelle City Water Supply and Sewerage Service Office for providing the necessary data used for this study free of charge. The financial support for the field visit from Debre Markos University is also gratefully acknowledged.
References
Alemayehu, T. (2006). Groundwater occurrence in Ethiopia, Addis Ababa University Press, Addis Ababa, Ethiopia.
Anderson, M. P., and Woessner, W. W. (1992). Applied groundwater modeling: Simulation of flow and advective transport, Academic, San Diego.
Barlow, P. M., Ahlfeld, D. P., and Dickerman, D. C. (2003). “Conjunctive-management models for sustained yield of stream-aquifer systems.” J. Water Resour. Plan. Manage., 35–48.
Bear, J., Beljin, M. S., and Ross, R. R. (1992). “Fundamentals of groundwater modeling. U.S. EPA ground water issue.” EPA/540/S-92/005, U.S. Environmental Protection Agency, Ada, OK, 1–11.
Bear, J., and Verruijt, A. (1987). Modeling groundwater flow and pollution, Kluwer Acadamic, Hingham, MA.
Chebud, Y. A., and Melesse, M. A. (2009). “Numerical modeling of the groundwater flow system of the Gumera sub-basin in Lake Tana basin, Ethiopia.” Hydrol. Process., 23(26), 3694–3704.
Chen, X., and Yin, Y. (2001). “Stream flow depletion: Modeling of reduced base flow and induced stream infiltration from seasonally pumped wells.” J. Am. Water Resour. Assoc., 37(1), 185–195.
Dhiman, S. D., and Keshari, A. K. (2004). “Groundwater modeling using MODFLOW for Mehsana Aquifer.” Mathematical modeling of groundwater flow and mass transport, A. L. Ramanathan, M. Thangaragan, and D. R. Ram, eds., Prashant Publishing, New Delhi, India, 356–364.
Dufresne, D. P., and Drake, C. W. (1999). “Regional groundwater flow model construction and wellfield site selection in a karst area, Lake City, Florida.” Eng. Geol., 52(1), 129–139.
Dunlap, L. E., and Spinazola, J. M. (1984). “Interpolating water-table altitudes in west-central Kansas using kriging techniques.” U.S. Geological Survey, Reston, VA, 19.
Ebraheem, A. M., Riad, S., Wycisk, P., and Sefelnasr, A. M. (2004). “A local-scale groundwater flow model for groundwater resources management in Dakhla Oasis, SW Egypt.” Hydrogeol. J., 12(6), 714–722.
ESRI (Environmental Systems Research Institute). (2011). “ArcGIS desktop: Release 10.” Redlands, CA.
Franke, O. L., Reilly, T. E., Gordon, D., and Bennett, G. D. (1987). “Definition of boundary and initial conditions in the analysis of saturated groundwater flow systems-an introduction.” Chapter B5, Techniques of water-resources investigations, Book 3, U.S. Geological Survey, Washington, DC, 15.
Gebregziabher, B. (2003). “Integrated geophysical methods to investigate the geological structures and hydrostratigraphic unit of the Aynalem area, South East Mekele.” M.Sc. thesis, Addis Ababa Unv., Addis Ababa, Ethiopia.
Hill, M. C., and Tiedeman, C. R. (2007). Effective groundwater model calibration: With analysis of data, sensitivities, predictions, and uncertainty, Wiley, New York.
Hussien, A. (2000). “Hydrogeology of the Aynalem well field, Tigray, Northern Ethiopia.” M.Sc. thesis, Addis Ababa Univ., Addis Ababa, Ethiopia.
Kahsay, G. H. (2008). “Groundwater resource assessment through distributed steady-state flow modeling, Aynalem wellfield Mekelle, Ethiopia.” M.Sc. thesis, International Institute for Geo-Information Science and Earth Observation (ITC), Enschede, Netherlands.
Kebede, S., Travi, Y., Alemayehu, T., and Ayenew, T. (2005). “Groundwater recharges circulation and geochemical evolution in the source region of the Blue Nile River, Ethiopia.” Appl. Geochem., 20(9), 1658–1676.
Keshari, A. K. (2014). “Recent trends in flow through porous media.” Proc., Recent Advances in Mechanical and Civil Engineering RAMCE 2014 Ajay Kumar Garg Engineering College, Ghaziabad, India.
Keshari, A. K., and Datta, B. (1996a). “Integrated optimal management of groundwater pollution and withdrawal.” Ground Water, 34(1), 104–113.
Keshari, A. K., and Datta, B. (1996b). “Multiobjective management of a contaminated aquifer for agricultural use.” Water Resour. Manage., 10(5), 373–395.
Keshari, A. K., and Koo, M. H. (2007). “Simulating subsurface temperature under variable recharge.” J. Porous Media, 10(8), 769–782.
Keshari, A. K., and Kumar, V. (1997). “Seasonal analysis of groundwater levels in Jabalpur district.” Proc., Int. Symp. on Emerging Trends in Hydrology, ISETH-97, D. C. Singhal, N. K. Goel, D. K. Srivastava, R. Singh, and B. S. Mathur, eds., Vol. 2, Univ. of Roorkee, Roorkee, India, 99–111.
Konikow, L. F., and Bredehoeft, J. D. (1992). “Ground-water models cannot be validated.” Adv. Water Resour., 15(1), 75–83.
Kumar, M., Ramanathan, A. L., and Keshari, A. K. (2008). “Understanding the extent of interactions between groundwater and surface water through major ion chemistry and multivariate statistical techniques.” Hydrol. Process., 23(2), 297–310.
Massuel, S., George, B. A., Venot, J. P., Bharati, L., and Acharya, S. (2013). “Improving assessment of groundwater-resource sustainability with deterministic modelling: A case study of the semi-arid Musi sub-basin, South India.” Hydrogeol. J., 21(7), 1567–1580.
McCallum, A. M., Andersen, M. S., Giambastiani, B. M. S., Kelly, B. F. J., and Acworth, R. I. (2013). “River-aquifer interactions in a semi-arid environment stressed by groundwater abstraction.” Hydrol. Process., 27(7), 1072–1085.
McDonald, M. G., and Harbaugh, A. W. (1988). “A modular three dimensional finite-difference ground-water flow model.”, U.S. Geological Survey, Washington, DC.
Mercer, J. W., and Faust, C. R. (1981). “Groundwater modeling.” National Water Well Association (NWWA), Worthington, OH.
Mohanty, S., Jha, M. K., Kumar, A., and Panda, D. K. (2013). “Comparative evaluation of numerical model and artificial neural network for simulating groundwater flow in Kathajodi-Surua inter-basin of Odisha, India.” J. Hydrol., 495, 38–51.
Morris, B. L., Lawrence, A. R. L., Chilton, P. J. C., Adams, B., Calow, R. C., and Klinck, B. A. (2003). “Groundwater and its susceptibility to degradation: A global assessment of the problem and options for management.”, United Nations Environment Programme, Nairobi, Kenya.
Prudic, D. E. (1989). “Documentation of a computer program to simulate stream-aquifer relations using a modular, finite-difference, groundwater flow model.”, U.S. Geological Survey, Washington, DC.
Reilly, T. E. (2001). “System and boundary conceptualization in ground-water flow simulation.” Chapter 8, Techniques of water-resources investigations, Book 3, U.S. Geological Survey, Reston, VA, 29.
Rejani, R., Jha, M. K., Panda, S. N., and Mull, R. (2008). “Simulation modeling for efficient groundwater management in Balasore coastal basin, India.” Water Resour. Manage., 22(1), 23–50.
Reynolds, J. W., and Spruill, R. K. (1995). “Groundwater flow simulation for management of a regulated aquifer system. A case study in the North California coastal plain.” Groundwater J., 33(5), 740–748.
Scanlon, B. R., Robert, E., Maceb, R. E., Barrettc, M. E., and Smith, B. (2003). “Can we simulate regional groundwater flow in a karst system using equivalent porous media models? Case study, Barton Springs Edwards aquifer, USA.” J. Hydrol., 276(1-4), 137–158.
Sedki, A., and Ouazar, D. (2011). “Simulation-optimization modeling for sustainable groundwater development: A Moroccan coastal aquifer case study.” Water Resour. Manage., 25(11), 2855–2875.
Sophocleous, M. (2002). “Interactions between groundwater and surface water: The state of the science.” Hydrogeol. J., 10(1), 52–67.
Sun, Y., Kang, S., Li, F., and Zhang, L. (2009). “Comparison of interpolation methods for depth to groundwater and its temporal and spatial variations in the Minqin oasis of northwest of China.” Environ. Modell. Software, 24(10), 1163–1170.
Teferi, G. G. (2009). “Groundwater resource assessment of the Aynalem well field through transient modeling.” M.Sc. thesis, International Institute for Geo-Information Science and Earth Observation (ITC), Enschede, Netherlands.
Tewelde, T. G. (2009). “Regional groundwater flow modeling of the Geba basin, northern Ethiopia.” Ph.D. dissertation, Vriie Universiteit, Brussel, Germany.
Theodossiou, N., and Latinopoulos, P. (2006). “Evaluation and optimisation of groundwater observation networks using the kriging methodology.” Environ. Modell. Software, 21(7), 991–1000.
UN (United Nations). (1989). “Groundwater in eastern, central and southern Africa.”, New York, 84–95.
Waterloo Hydrogeological. (2001). “Visual MODFLOW Pro, 3D groundwater flow and contaminant transport modeling, V.3.1.” Waterloo, ON, Canada.
Watermark Numerical Computing and Waterloo Hydrogeologic. (1999). “WinPEST user’s manual: Nonlinear parameter estimation and predictive analysis program.” Waterloo, ON, Canada.
Yang, Y. S., Kalin, R. M., Zhang, X., Lin, Y., and Zou, L. (2001). “Multi-objective optimization for sustainable groundwater resource management in a semiarid catchment.” Hydrol. Sci. J., 46(1), 55–72.
Yehdego, S. (2003). “Hydrogeology of Ilala-Aynalem catchments with particular reference to the chemical variation and aquifer characterization.” M.Sc. thesis, Addis Ababa Univ., Addis Ababa, Ethiopia.
Zhou, Y., and Li, W. (2011). “A review of regional groundwater flow modeling.” Geosci. Front., 2(2), 205–214.
Zume, J. T., and Tarhule, A. (2008). “Simulating the impacts of groundwater pumping on stream-aquifer dynamics in semiarid northwestern Oklahoma, USA.” Hydrogeol. J., 16(4), 797–810.
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©2017 American Society of Civil Engineers.
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Received: Aug 18, 2015
Accepted: Jun 22, 2016
Published online: Jan 23, 2017
Published in print: Apr 1, 2017
Discussion open until: Jun 23, 2017
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