Abstract
The Golina River Basin is one of the semi-arid basins located in the northern part of Ethiopia where government intervention of groundwater-based irrigation practices is implemented. The intervention has resulted in the drilling of several boreholes leading to doubts whether the groundwater abstraction is sustainable or not. Hence, the purpose of this study is to estimate groundwater recharge of the basin using the WetSpass model and Chloride mass balance methods and, therefore, evaluate the sustainability of the current groundwater abstraction rate. The WetSpass model-based groundwater recharge estimation was carried out through the preparation of grid-based and database format (dbf) input parameters. These parameters include soil, topography, slope and seasonal precipitation, temperature, wind speed, potential evapotranspiration, groundwater depth, and land use/cover maps. On the other hand, the chloride mass balance method-based groundwater recharge estimation was carried out through preparation of annual mean precipitation, and average chloride concentration in rainfall and groundwater. The results of the WetSpass model indicate that the annual actual evapotranspiration is 681 mm, runoff 140 mm, and groundwater recharge 82 mm. On the other hand, the chloride mass balance method resulted in an annual groundwater recharge of 101 mm. Based on the WetSpass model results, a total of 18.8 MCM of water, which is 25% of annual groundwater recharge, can be safely extracted from the Golina River Basin without creating significant harm to the environment and the aquifer system. Therefore, the current total groundwater abstraction of 10.2 MCM from the Golina River Basin is sustainable.
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The data are available from the corresponding author upon reasonable request.
References
Abdu A (2011) Sustainable groundwater development and management for irrigation in Raya and Kobo valleys, northern Ethiopia. Addis Ababa University, Addis Ababa
Adane GW (2014) Groundwater modeling and optimization of irrigation water use efficiency to sustain irrigation in Kobo Valley, Ethiopia. UNESCO-IHE Institute for Water Education, Delft, The Netherlands
Adeleke O, Makinde V, Eruola A, et al (2015) Estimation of groundwater recharges in Odeda Local Government Area, Ogun State, Nigeria using empirical formulae. Challenges. https://doi.org/10.3390/challe6020271
Aishlin PS (2006) Groundwater recharge estimation using chloride mass balance dry creek experimental watershed. Masters of Science, 111, Department of Geosciences, Hydrologic Sciences, Boise State University, Boise, ID
Al Kuisi M, El-Naqa A (2013) GIS based spatial groundwater recharge estimation in the Jafr Basin, Jordan—application of wetspass models for arid regions. Revista Mexicana de Ciencias Geológicas 30(1):96–109
Alley WM, Reilly TE, Franke OL (1999) Sustainability of ground-water resources. Denver, Colorado
Armanuos AM, Negm A (2016) Assessment of the variations of local parameters of wetspass model: case study Nile Delta Aquifer. In: Procedia Engineering
ASF DAAC (2008) ALOS PALSAR_Radiometric_Terrain_Corrected_high_res. In: asf.alaska.edu. https://www.asf.alaska.edu/sar-data/palsar/terrain-corrected-rtc/. Accessed 6 Apr 2019
Banks HO (1953) Utilization of underground storage reservoirs. Trans ASCE 118:220–234
Batelaan O, De Smedt F (2007) GIS-based recharge estimation by coupling surface-subsurface water balances. J Hydrol. https://doi.org/10.1016/j.jhydrol.2007.02.001
Batelaan O, De Smedt F (2001) WetSpass: a flexible, GIS based, distributed recharge methodology for regional groundwater modelling. IAHS-AISH Publ
Batelaan O, Woldeamlak S (2007) ArcView Interface for WetSpass, Version 13–06–2007
Batelaan O, Wang ZM, De Smedt F (1996a) A distributed model for water and energy transfer between soil, plants and atmosphere (WetSpa). Phys Chem Earth. https://doi.org/10.1016/S0079-1946(97)85583-8
Batelaan O, Zhong-Min Wang, De Smedt F (1996b) An adaptive GIS toolbox for hydrological modelling. Application of geographic information systems in hydrology and water resources management: Proceedings of the HydroGIS '96 conference Vienna, 1996
Bodri L, Cermak V (2007) Borehole climatology: a new method how to reconstruct climate. Elsevier Science and Technology
Brundtland GH (1987) Our common future (Report for the World commission on Environment and Development, United Nations)
Bushra AH (2011) Quantitative status, vulnerability and pollution of groundwater resources in different environmental and climatic contexts in Sardinia and in Ethiopia. University degli Studi di Cagliari, Italy
Chaturvedi RS (1973) A note on the investigation of ground water resources in western districts of Uttar Pradesh. in Annual Report. Uttar Pradesh
Chowdhury A, Jha MK, Chowdary VM (2009) Delineation of groundwater recharge zones and identification of artificial recharge sites in West Medinipur district, West Bengal, using RS, GIS and MCDM techniques. Environ Earth Sci. https://doi.org/10.1007/s12665-009-0110-9
Conkling H (1946) Utilization of groundwater storage in stream system development. Trans ASCE 111:275–305
Co-SAERAR (1999) Feasibility study report for the Kobo-Girana Valley Development Study Project, Vollum III: Annex C: Hydrogeology
Demlie M, Wohnlich S, Gizaw B, Stichler W (2007) Groundwater recharge in the Akaki catchment, central Ethiopia: evidence from environmental isotopes (δ18O, δ2H and 3H) and chloride mass balance. Hydrol Process. https://doi.org/10.1002/hyp.6273
Denich C, Bradford A (2010) Estimation of evapotranspiration from bioretention areas using weighing lysimeters. J Hydrol Eng. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000134
Desalegn A (2011) Groundwater potential evaluation and flow dynamics of hormat-golina river catchment, Kobo Valley. Addis Ababa University, North Ethiopia
FAO (2012) ETo Calculator. Land and Water Digital Media Series No. 36, FAO, Rome, Italy
Gebremeskel G, Kebede A (2017) Spatial estimation of long-term seasonal and annual groundwater resources: application of WetSpass model in the Werii watershed of the Tekeze River Basin, Ethiopia. Phys Geogr. https://doi.org/10.1080/02723646.2017.1302791
Gebreyohannes T (2009) Regional groundwater flow modeling of the Geba Basin, northern Ethiopia. Vrije Universiteit, Belgium
Gebru TA, Tesfahunegn GB (2019) Chloride mass balance for estimation of groundwater recharge in a semi-arid catchment of northern Ethiopia. Hydrogeol J. https://doi.org/10.1007/s10040-018-1845-8
Gebru H, Gebreyohannes T, Hagos E (2020) Identification of groundwater potential zones using analytical hierarchy process (AHP) and GIS-Remote Sensing Integration, the Case of Golina River Basin Northern Ethiopia. Int J Adv Remote Sens GIS 9:3289–3311. https://doi.org/10.23953/cloud.ijarsg.460
Hailu GK (2010) Numerical Groundwater flow modeling of the Kobo Valley: Northern Ethiopia. Addis Ababa University
Healy RW, Cook PG (2002) Using groundwater levels to estimate recharge. Hydrogeol J. https://doi.org/10.1007/s10040-001-0178-0
Healy RW, Scanlon BR (2010) Estimating groundwater recharge. Cambridge University Press, Cambridge
Hengl T, De Jesus JM, MacMillan RA et al (2014) SoilGrids1km—global soil information based on automated mapping. PLoS ONE. https://doi.org/10.1371/journal.pone.0105992
Hussien A (2011) Quntitative status, vulnerability and pollution of groundwater resources in different environmental and climatic contexts in Sardinia and in Ethiopia. Universita degli Studi di Cagliali, Italy
Islam S, Singh RK, Khan RA (2016) Methods of estimating groundwater recharge. Int J Eng Assoc 5(2):6–13
Kahsay GH, Gebreyohannes T, Gebremedhin MA et al (2019) Spatial groundwater recharge estimation in Raya basin, Northern Ethiopia: an approach using GIS based water balance model. Sustain Water Resour Manag. https://doi.org/10.1007/s40899-018-0272-2
King AC, Raiber M, Cox ME, Cendón DI (2017) Comparaison de techniques d’estimation de recharge des eaux souterraines pour un système aquifère alluvial lié à un cours d’eau temporaire (Queensland, Australie). Hydrogeol J 25:1759–1777. https://doi.org/10.1007/s10040-017-1565-5
Kirkham MB (2005) Field capacity, wilting point, available water, and the non-limiting water range. In: Principles of soil and plant water relations, vol 8. Cambridge, MA, pp 101–115
Kornkul J, Chotpantarat S (2015) Distributed groundwater recharge estimation in Phrae province using WetSpass. In: Proceedings of the second environment Asia international conference on “Human vulnerability and global environmental change”. Thai Society of Higher Education Institutes on Environment, Chonburi, pp 15–17
Kresic N (2009) Groundwater resources: sustainability, management, and restoration. McGraw-Hill, New York
Kumar CP, Seethapathi PV (2002) Assessment of natural groundwater recharge in upper Ganga Canal Command Area. J Appl Hydrol 15(4):13–20
Lee C (1915) The determination of safe yield of underground reservoirs of the closed basin type. Trans Am Soc Civ Eng. https://doi.org/10.1061/TACEAT.0002653
Li X, Zhang Q (2011) Estimating the potential evapotranspiration of Poyang lake basin using remote sense data and Shuttleworth-Wallace model. Procedia Environ Sci 10:1575–1582. https://doi.org/10.1016/j.proenv.2011.09.250
Lin D, Jin M, Liang X, Zhan H (2013) Estimating groundwater recharge beneath irrigated farmland using environmental tracers fluoride, chloride and sulfateEstimation de la recharge des eaux souterraines sous des champs irrigués en utilisant les traceurs environnementaux fluorure, chlorure et. Hydrogeol J 21:1469–1480. https://doi.org/10.1007/s10040-013-1015-y
Mamo S, Ayenew T, Berehanu B, Kebede S (2016) Hydrology of the Lake Tana Basin, Ethiopia: implication to groundwater-surface waters interaction. J Environ Earth Sci 6:54–66
Markstrom SL, Niswonger RG, Regan RS et al (2008) GSFLOW-coupled ground-water and surface-water FLOW model based on the integration of the precipitation-runoff modeling system (PRMS) and the modular ground-water flow model (MODFLOW-2005). US Geol Surv Tech Methods 6:240
MCE (2008) Ministry of Water Resources, Kobo-Girana Irrigation Project soil survey report
Meinzer OE (1923) Outline of ground-water hydrology, with definitions: US Geol. Surv Water-Supply Pap 494:71
Meresa E, Taye G (2019) Estimation of groundwater recharge using GIS-based WetSpass model for Birki watershed, the eastern zone of Tigray, Northern Ethiopia. Sustain Water Resour Manag. https://doi.org/10.1007/s40899-018-0282-0
Miles JC, Chambet PD (1995) Safe yield of aquifers. J Water Resour Plan Manag. https://doi.org/10.1061/(ASCE)0733-9496(1995)121:1(1)
Natarajan P, Kottiswaran SV, Balasubramanian A, Palanikumaran B (2018) Groundwater recharge estimation using comparison of methods in Sirumugai Area of Coimbatore, Tamil Nadu, India. Int J Curr Microbiol Appl Sci. https://doi.org/10.20546/ijcmas.2018.706.170
Nedaw D (2003) Aquifer characterization and hydrochemical investigation of Raya Valley, Northern Ethiopia. University of Natural Resources and Applied Life Sciences (BOKU) Vienna, Vienna
Pidwirny M (2006) The drainage basin concept. In: Fundamentals of physical geography, 2nd edn. Retrieved from http://www.physicalgeography.net/fundamentals/10aa.html
Ponce VM (2006) Groundwater utilization and sustainability. San Diego State University. College of Engineering, San Diego, Calif [http://groundwater.sdsu.edu/]
Ponce VM (2007) Sustainable yield of groundwater. California Department of Water Resources
Razack M, Furi W, Fanta L, Shiferaw A (2020) Water resource assessment of a complex volcanic system under semi-arid climate using numerical modeling: the Borena basin in Southern Ethiopia. Water (switzerland). https://doi.org/10.3390/w12010276
Saghravani SR, Yusoff I, Mustaustapha S, Saghravani SF (2013) Estimating groundwater recharge using empirical method: a case study in the tropical zone. Sains Malaysiana 42(5):553–560
Sanford W (2002) Recharge and groundwater models: an overview. Hydrogeol J. https://doi.org/10.1007/s10040-001-0173-5
Scanlon BR, Healy RW, Cook PG (2002) Choosing appropriate techniques for quantifying groundwater recharge. Hydrogeol J 10:18–39. https://doi.org/10.1007/s10040-0010176-2
Simmers I (1990) Aridity, groundwater recharge and water resources management. In: Groundwater recharge: a guide to recharge measurement in arid and semiarid regions understanding and estimating natural recharge (Contributions to Hydrogeology 8), pp 1–20. Kennilworth: International Associations of Hydrogeologists
Sophocleous M (2000) From safe yield to sustainable development of water resources—the Kansas experience. J Hydrol. https://doi.org/10.1016/S0022-1694(00)00263-8
Tadesse M, Bekele H, Mitiku B, et al (2011) Geology, geochemistry and gravity survey of the Maychew Area: MEMOIR 31. Addis Ababa
Tadesse N, Nedaw D, Woldearegay K, et al (2015) Groundwater management for irrigation in the raya and kobo valleys, Northern Ethiopia. Int J Earth Sci Eng
Teklebirhan A, Dessie N, Tesfamichael G (2012) Groundwater recharge, evapotranspiration and surface runoff estimation using wetspass modeling method in Illala Catchment Northern, Ethiopia. Momona Ethiop J Sci. https://doi.org/10.4314/mejs.v4i2.80119
Tilahun K, Merkel BJ (2009) Estimation of groundwater recharge using a GIS-based distributed water balance model in Dire Dawa, Ethiopia. Hydrogeol J. https://doi.org/10.1007/s10040-009-0455-x
Todd DK (1959) Ground water hydrology. New York, USA
Xu CY, Chen D (2005) Comparison of seven models for estimation of evapotranspiration and groundwater recharge using lysimeter measurement data in Germany. Hydrol Process. https://doi.org/10.1002/hyp.5853
Yin L, Hu G, Huang J et al (2011) Groundwater-recharge estimation in the Ordos Plateau, China: comparison of methods. Hydrogeol J. https://doi.org/10.1007/s10040-011-0777-3
Zarei M, Ghazavi R, Vli A, Abdollahi K (2016) Estimating groundwater recharge, evapotranspiration and surface runoff using land-use data: a case study in northeast Iran. Biol Forum Int J 8:196–202
Acknowledgements
The authors wish to thanks Samara University, Mekelle University, and the Technical University of Darmstadt (TUD) for funding the research work. We would also like to extend our appreciation to the Ministry of Water, Irrigation, and Electricity of Ethiopia, Kobo-Girana Valley Development Program Office (KGVDPO), and the Water Resource Office of Kobo Woreda for providing important information and supporting us during the fieldwork data collection.
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Gebru, H., Gebreyohannes, T. & Hagos, E. WetSpass model and chloride mass balance based groundwater recharge estimation: the Case of Golina River Basin, northern Ethiopia. Sustain. Water Resour. Manag. 9, 188 (2023). https://doi.org/10.1007/s40899-023-00967-3
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DOI: https://doi.org/10.1007/s40899-023-00967-3