Skip to main content

Advertisement

Log in

Impacts of land use/cover change and climate variability on groundwater recharge for upper Gibe watershed, Ethiopia

  • Original Article
  • Published:
Sustainable Water Resources Management Aims and scope Submit manuscript

Abstract

Understanding the response of groundwater recharge to land use/cover change and climate variability is important for water resource management and utilization. Thus, estimating spatially and temporally distributed groundwater recharge in response to land use/cover change and climate variability are important for groundwater resource management planning. In-situ groundwater recharge measurement is challenging and limited throughout the world. Hydrologic model-based groundwater estimation is an alternative and effective method compared to the in-situ measurement in data scarce basins. However, study related to the impacts of groundwater recharge in response to environmental changes is limited in many parts of the world including in Ethiopia. This study aimed to quantify the impact of land use/cover change and climate variability on annual groundwater recharge for the upper Gibe watershed using WetSpass model for the 1985–2018 periods. Time-series satellite imageries of 1985, and 2000 and 2018 were used for land use/cover mapping. Supervised classification techniques using maximum likelihood classification algorithm were used for the land use/cover mapping. In addition, post-classification algorithm was used for land use/cover change detection. Moreover, ASTER DEM with 30 m spatial resolution and climate dataset from 1985 to 2018 were used as an input for the WetSpass model. The climate data were divided into three phases namely 1985–1996, 1997–2007 and 2008–2018 for the impact assessment. The study results showed an increasing agricultural land and built-up area while declining forest, shrub, grassland and bare land during the last 30 years. Moreover, increasing temperature and declining rainfall were observed in the upper Gibe watershed during the same period. In response to these environmental changes, the annual groundwater recharge decreased from 350 mm during the first phase (i.e., 1985–1996) to 287 mm during second phase (i.e., 1997–2007) while it further declined to 221 mm during the third phase (i.e., 2008–2018) for the upper Gibe watershed. Furthermore, mean annual groundwater recharge declined by 7% from 1985 to 2018 for the upper Gibe watershed. The study indicated that WetSpass model performed well for simulating water balance and characterizing the effects of land use/cover changes and climate variability on the groundwater recharge for the upper Gibe watershed and other similar basin. This study provided baseline information for water resource experts and policymakers for further investigating the impacts of environmental changes on ground water resources and design sustainable environmental resource management and planning.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Figure7
Fig. 8

Similar content being viewed by others

Availability of data and material

Provided upon request.

Code availability

Not applicable.

References

  • Abdollahi K, Bashir I, Verbeiren B, Harouna MR, Van Griensven A, Huysmans M, Batelaan O (2017) A distributed monthly water balance model: formulation and application on Black Volta Basin. Environ Earth Sci 76(5):1–18. https://doi.org/10.1007/s12665-017-6512-1

    Article  Google Scholar 

  • Aish AM, Batelaan O, Smedt FD (2010) Distributed recharge estimation for groundwater modelling using WetSPASS model, case study-Gaza strip, Palestine. Arab J Sci Eng 35:155–163

    Google Scholar 

  • Alvarenga LA, De Mello CR, Colombo A, Cuartas LA, Bowling LC (2016) Assessment of land cover change on the hydrology of a Brazilian headwater watershed using the distributed hydrology-soil-vegetation model. CATENA 143:7–17

    Article  Google Scholar 

  • Aredehey G, Mezgebu A, Girma A (2020) The effects of land use land cover change on hydrological flow in Giba catchment, Tigray Ethiopia. Cogent Environ Sci 6(1):1785780

    Article  Google Scholar 

  • Awojobi, O., and Tetteh, J. (2017). The Impacts of Climate Change in Africa : A Review of the Scientific Literature. J Int Academic Res Multidis 5(11):2320-5083

    Google Scholar 

  • Awulachew SB, Erkossa T, Namara RE (2010) Irrigation potential in Ethiopia: Constraints and opportunities for enhancing the system, Research Report, International Water Management Institute, Addis Ababa

  • Batelaan O, Smedt FD (2001) WetSpass: a flexible, GIS based, distributed recharge methodology for regional groundwater modeling. In: Gehrels H, Peters J, Hoehn E, Jensen K, Leibundgut C, Griffioen J, Webb B, Zaadnoordijk W-J (eds) Impact of human activity on groundwater dynamics, vol 269. IAHS Publ, pp 11–17

    Google Scholar 

  • Batelaan O, Smedt FD (2007) GIS based recharge estimation by coupling surface-subsurface water balances. J Hydrol 337(3–4):337–355

    Article  Google Scholar 

  • Batelaan O, Smedt FD, Triest L (2003) Regional groundwater discharge: phreatophyte mapping, groundwater modeling and impact analysis of land use change. J Hydrol 275:86–108

    Article  Google Scholar 

  • Besada H, Sewankambo N (2009) CIGI special report: climate change in Africa: adaptation, mitigation and governance challenges. Retrieved from https://www.cigionline.org/sites/default/files/climate_change_in_africa_3.pdf

  • Boon E, Ahenkan A (2012) Assessing climate change impacts on ecosystem services and livelihoods in Ghana: case study of communities around Sui forest reserve. Ecosyst Ecogr 1–8

  • Brutsaert W (2015) A generalized complementary principle with physical constraints for land-surface evaporation. Water Resour Res 51(10):8087–8093

    Article  Google Scholar 

  • Chen H, Xu C-Y, Guo S (2012) Comparison and evaluation of multiple GCMs, statistical downscaling and hydrological models in the study of climate change impacts on runoff. J Hydrol 434:36–45

    Article  Google Scholar 

  • Conway D, Schipper ELF (2011) Adaptation to climate change in Africa: challenges and opportunities identified from Ethiopia. Glob Environ Change 21:227–237

    Article  Google Scholar 

  • Costa MH, Cardille JA (2003) Effects of large-scale changes in land cover on the discharge of the Tocantins River, Southeastern Amazonia. J Hydrol 283:206–217

    Article  Google Scholar 

  • da Costa AM, de Salis HHC, Viana JHM, Pacheco FAL (2019) Groundwater recharge potential for sustainable water use in urban areas of the Jequitiba River Basin Brazil. Sustainability (switzerland). https://doi.org/10.3390/su11102955

    Article  Google Scholar 

  • De Vries JJ, Simmers I (2002) Groundwater recharge: an overview of process and challenges. Hydrogeol J 10(1):5–17

    Article  Google Scholar 

  • Defersha MB, Melesse AM (2012) Field-scale investigation of the effect of land use on sediment yield and runoff using runoff plot data and models in the Mara River basin Kenya. CATENA 89(1):54–64

    Article  Google Scholar 

  • Dow CL, DeWalle DR (2000) Trends in evaporation and bowen ratio on urbanizing watersheds in eastern United States. Water Resour Res 36:1835–1843

    Article  Google Scholar 

  • Feddema JJ, Oleson KW, Bonan GB, Mearns LO, Washington WM (2005) The importance of land-cover changes in simulating future climates. Science 310:1674–1678

    Article  Google Scholar 

  • Foster J, Cherlet (2014) Perspectives paper: the links between land use and groundwater. Global Water Partnership, pp 1–20

    Google Scholar 

  • Gebreyohannes T, Smedt FD, Walraevens K, Gebresilassie S, Hussien A, Hagos M, Amare K, Deckers J, Gebrehiwot K (2013) Application of a spatially distributed water balance model for assessing surface water and groundwater resources in the Geba basin, Tigray, Ethiopia. J Hydrol 499:110–123

    Article  Google Scholar 

  • Getachew H, Melesse A (2012) The impact of land use change on the hydrology of the Angereb Watershed Ethiopia. Int J Water Sci 1:4

    Google Scholar 

  • Ghaffari G, Keesstra S, Ahmadi H (2010) SWAT simulated hydrological impact of land-use change in the Zanjanrood Basin, Northwest Iran. Hydrol Process 24:892–903

    Article  Google Scholar 

  • Gumindoga W, Rientjes T, Haile A, Dube T (2014) Predicting streamflow for land cover changes in the upper Gilgel Abay River basin, Ethiopia: a TOPMODEL based approach. Phys Chem Earth 76:3–15

    Article  Google Scholar 

  • Guzha AC, Rufino MC, Okoth S, Jacobs S, Nobrega RLB (2018) Impacts of land use and land cover change on surface runoff, discharge and low flows: evidence from East Africa. J Hydrol Reg Stud 15:49–67

    Article  Google Scholar 

  • Hagos F, Jayasinghe G, Awulachew SB, Loulseged M, Yilma AD (2012) Agricultural water management and poverty in Ethiopia. Agric Econ 43:99–111

    Article  Google Scholar 

  • Hickler T, Eklundh L, Seaquist JW, Smith B, Ardö J, Olsson L, Sjöström M (2005) Precipitation controlsSahel greening trend. Geophys Res Lett 32 (21)

  • Hurni H, Solomon A, Amare B (2010) Land degradation and sustainable land management in the highlands of Ethiopia. In: Hurni H, Wiesman (eds) Global Change and SustainableDevelopment: a Synthesis of Regional Experiences from Research Edition: Perspectives of the Swiss NationalCentre of Competence in Research (NCCR) North-South, University of Bern, Vol. 5, Geographica Bernesia

  • IFAD (2010) Linking land and water governance. International Fund for Agricultural Development Information Note, Rome

    Google Scholar 

  • IPCC (2014) Climate change 2014: mitigation of climate change. In: Edenhofer O, Pichs-Madruga R, Sokona Y, Farahani E, Kadner S, Seyboth K, Adler A, Baum I, Brunner S, Eickemeier P, Kriemann B, Savolainen J, Schlömer S, von Stechow C, Zwickel T, Minx JC (eds) Contribution of working group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, and New York

  • Karekezi S, Kamani J, Onguru O, Kithyoma W (2012) Energy security and adaptation to climate change in East Africa and the horn of Africa: large scale hydropower vs. decentralized renewables. https://ke.boell.org/2012/08/19/energy-security-andadaptation-climate-change-east-africa-and-horn-africa-large-scale. Retrieved 17 Oct 2017

  • Kashaigili J, Majaliwa A (2013) Implications of land use and land cover changes on hydrological regimes of the Malagarasi river Tanzania. J Agric Sci Appl 2:45–50

    Google Scholar 

  • Kavian A, Azmoodeh A, Solaimani K (2014) Deforestation effects on soil properties, runoff and erosion in northern Iran. Arab J Geosci 7(5):1941–1950

    Article  Google Scholar 

  • Khoi DN, Suetsugi T (2014) The responses of hydrological processes and sediment yield to land use and climate change in the Be River Catchment Vietnam. Hydrol Process 28:640–652

    Article  Google Scholar 

  • Kløve B, Ala-Aho P, Bertrand G, Gurdak JJ, Kupfersberger H, Kværner J, Pulido-Velazquez M (2014) Climate change impacts on groundwater and dependent ecosystems. J Hydrol 518:250–266

    Article  Google Scholar 

  • Kuisi MA, El-Naqa A (2013) GIS based spatial groundwater recharge estimation in the jafr basin, Jordan—application of WetSpass models for arid regions. Rev Mex Cienc Geol 30:96–109

    Google Scholar 

  • Lin YP et al (2007) Modeling and assessing land-use and hydrological processes to future land-use and climate change. Environ Geol 53(3):623–634

    Article  Google Scholar 

  • Liu Y, Gebremeskel S, Smedt FD, Hoffmann L (2006) Predicting storm runoff from different land-use classes using a geographical information system-based distributed model. J Hydrol 20:533–548

    Google Scholar 

  • López E, Bocco G, Mendoza M, Duhau E (2001) Predicting land-cover and land use change in the urban fringe. Landsc Urban Plann 55:271–285

    Article  Google Scholar 

  • Lørup JK, Refsgaard JC, Mazvimavi D (1998) Assessing the effect of land use change on catchment runoff by combined use of statistical tests and hydrological modelling: case studies from Zimbabwe. J Hydrol 205:147–163

    Article  Google Scholar 

  • Malvić T, Balić D (2009) Linearity and lagrange linear multiplicator in the equations of ordinary kriging. Nafta 59:31–37

    Google Scholar 

  • Mao D, Cherkauer KA (2009) Impacts of land use change on hydrologic responses in the Great Lakes region. J Hydrol 374:71–82

    Article  Google Scholar 

  • Mekonnen D, Woldeamlak B (2014) Variability and trends in rainfall amount and extreme event indices in the Omo-Ghibe River Basin, Ethiopia. Reg Environ Change 14:799–810

    Article  Google Scholar 

  • Mondal MS, Sharma N, Garg PK, Kappas M (2016) Statistical independence test and validation of CA Markov land use land cover (LULC) prediction results Egypt. J Remote Sens 19:259–272

    Google Scholar 

  • Mutie SM, Mati B, Home P, Gadain H, Gatheny A (2006) Evaluating land use change effects on river flow using USGS geospatial stream flow model in Mara River basin, Kenya. In: Proceedings of the 2nd Workshop of the EARSeL SIG on land use and land cover: center for remote sensing of land surfaces, Bonn, 28–30 September

  • Niraula R, Meixner T, Norman LM (2015) Determining the importance of model calibration for forecasting absolute/relative changes in streamflow from LULC and climate changes. J Hydrol 522:439–451

    Article  Google Scholar 

  • NMA (National Meteorological Agency) (2007) Climate change national adaptation program of action (NAPA) of Ethiopia. Ministry of Water Resources, Addis Ababa

    Google Scholar 

  • Omondi PA et al (2014) Change in temperature and precipitation extremes over the greater Horn of Africa region from 1961 to 2010. Int J Climatol 34:1262–1277

    Article  Google Scholar 

  • Ostad-Ali-Askari K, Ghorbanizadeh HK, Shayannejad M, Javad MZ (2019) Effect of management strategies on reducing negative impacts of climate change on water resources of the Isfahan–Borkhar aquifer using MODFLOW. River Res Appl 35(6):611–631. https://doi.org/10.1002/rra.3463

    Article  Google Scholar 

  • Pilgrim DH, Cordery I (1992) Flood runoff. In: Maidment DR (ed) Handbook of hydrology. McGraw-Hill, New York, pp 9.1-9.41

    Google Scholar 

  • Pinto LC, de Mello CR, Owens PR, Norton LD, Curi N (2016) Role of inceptisols in the hydrology of mountainous catchments in Southeastern Brazil. J Hydrol Eng 21(2):05015017. https://doi.org/10.1061/(ASCE)HE1943-5584.0001275

    Article  Google Scholar 

  • Poelmans L, Rompaey A, Batelaan O (2010). Coupling urban expansion models and hydrological models: How important are spatial patterns? Land Use Policy 27:965–975

    Article  Google Scholar 

  • Poff NL, Bledsoe BP, Cuhaciyan CO (2006) Hydrologic variation with land use across the contiguous United States: geomorphic and ecological consequences for stream

  • Price K, Jackson CR, Parker AJ (2010) Variation of surficial soil hydraulic properties across land uses in thesouthern Blue Ridge Mountains, North Carolina, USA. J Hydrol 383:256–268

    Article  Google Scholar 

  • Rubin J (1966) Theory of rainfall uptake by soils initially drier than their field capacity and its applications. Water Resour Res 2(4):739–749

    Article  Google Scholar 

  • Rwanga (2013) A review on groundwater recharge estimation using Wetspass model. In: International conference on civil and environmental engineering, Johannesburg, South Africa.

  • Scanlon BR, Reedy RC, Stonestrom DA, Prudic DE, Dennehy KF (2005) Impacts of land use and land cover change on groundwater recharge and quality in the southwestern US. Global Change Biol 11(10):1577–1593

    Article  Google Scholar 

  • Schilling KE, Chan K, Liu H, Zhang Y (2010) Quantifying the effect of land use land cover change on increasing discharge in the Upper Mississippi River. J Hydrol 387(3–4):343–345

    Article  Google Scholar 

  • Seiler KP, Gat JR (2007) Groundwater recharge form runoff, infiltration and percolation. Springer, Dordrecht

    Book  Google Scholar 

  • Shaw EM (1994) Hydrology in practice, 3rd edn. Chapman and Hall, New York, p 539

    Google Scholar 

  • Shongwe ME, van Oldenborgh GJ, Van den Hurk B, van Aalst M (2011) Projected changes in mean and extreme precipitation in Africa under global warming. Part II: East Africa. J Clim 24(14):3718–3733

    Article  Google Scholar 

  • Singh G, Saraswat D (2016) Development and evaluation of targeted marginal land mapping approach in SWAT model for simulating water quality impacts of selected second generation biofeedstock. Environ Model Softw 81:26–39

    Article  Google Scholar 

  • Slingo JM, Challinor AJ, Hiskins BJ, Wheeler TR (2005) Introduction: food crops in a changing climate. Philos Trans R Soc Ser B 360:1983–1989

    Article  Google Scholar 

  • Solomon S, Manning M, Marquis M, Qin D (2007) Climate change 2007-the physical science basis: working group I contribution to the fourth assessment report of the IPCC, vol 4. Cambridge University Press

    Google Scholar 

  • Stocker T (ed) (2014) Climate change 2013: the physical science basis: Working Group I contribution to the Fifth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press

    Google Scholar 

  • Thomas DSG, Twyman C (2005) Equity and justice in climate change adaptation amongst natural-resource-dependent societies. Glob Environ Change 15:115–124

    Article  Google Scholar 

  • Thornthwaite CW, Mather JR (1955) The Water balance. Laboratory of Climatology Publ, Centerton, p 8

    Google Scholar 

  • Tomer MD, Schilling KE (2009) A simple approach to distinguish land-use and climate-change effects on watershed hydrology. J Hydrol 376:24–33

    Article  Google Scholar 

  • Tu J (2009) Combined impact of climate and land use changes on streamflow and water quality in Eastern Massachusetts USA. J Hydrol 379:268–283

    Article  Google Scholar 

  • Turner B, Moss RH, Skole DL (1993) Relating land use and global land-cover change: a Proposal for an IGBP-HDP Core Project, Report No. 24, International Geosphere-Biosphere Program, Stockholm

  • Wedajo GK, Muleta MK, Gessesse B, Koriche SK (2019) Spatiotemporal climate and vegetation greenness changes and their nexus for Dhidhessa River Basin Ethiopia. Environ Syst Res 8:31

    Article  Google Scholar 

  • Wijesekara GN et al (2012) Assessing the impact of future land-use changes on hydrological processes in the Elbow River watershed in southern Alberta, Canada. J Hydrol 412–413:220–232

    Article  Google Scholar 

  • Wild S (2015) FACTSHEET: why Africa is vulnerable to climate change. From https://africacheck.org/factsheets/factsheet-why-africa-is-vulnerable-toclimate-change/ Retrieved 16 Oct 2017

  • Yang Y Lerner DN, Barrett MH, Tellam JH (1999) Quantification of groundwater recharge in the city of Nottingham, UK. Environ Geol 38:183–198

    Article  Google Scholar 

  • Yamamoto JK (2005) Comparing ordinary kriging interpolation variance and indicator kriging conditional variance for assessing uncertainties at unsampled locations. In: 32nd: Proceedings, International Symposium on the Application of Computers and Operations Research in the Mineral Industry; (APCOM 2005); 2005; Tucson, AZ, USA, 32:265–272

  • Zazueta FS (2011) Evaporation loss during sprinkler irrigation. Univ Fla Bull 290:1–7

    Google Scholar 

  • Zhang A (2012) Assessments of impacts of climate change and human activities on runoff with SWAT for the Huifa River basin, Northeast China. Water Resour Manag 26:2199–2217

    Article  Google Scholar 

  • Zhang Y, Liu S, Cheng F, Shen Z (2017) WetSpass-based study of the effects of urbanization on the waterbalance components at regional and quadrat scales in Beijing, China. Water (Switzerland), 10(1). https://doi.org/10.3390/w10010005

  • Zhang D, Madsen H, Ridler ME, Refsgaard JC (2015) Impact of uncertainty description on assimilatin ghydraulic head in the MIKE SHE distributed hydrological model. Adv Water Res 86:400–413

    Article  Google Scholar 

  • Zheng J et al (2016) Impacts of land use change and climate variations on annual inflow into the Miyun Reservoir, Beijing, China. Hydrol Earth Syst Sci 20:1561–1572

    Article  Google Scholar 

  • Zomlot Z, Verbeiren B, Huysmans M, Batelaan O (2015) Spatial distribution of groundwater recharge and base flow: assessment of controlling factors. J Hydrol Reg Stud 4:349–368

    Article  Google Scholar 

Download references

Acknowledgements

We are thankful to Addis Ababa University for supporting this research financially. We are also grateful to National Meteorological Agency (NMA) for providing climate data free of charge.

Funding

No research fund was obtained.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gizachew Kabite Wedajo.

Ethics declarations

Conflict of interest

There is no conflicts of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Warku, F., Korme, T., Wedajo, G.K. et al. Impacts of land use/cover change and climate variability on groundwater recharge for upper Gibe watershed, Ethiopia. Sustain. Water Resour. Manag. 8, 2 (2022). https://doi.org/10.1007/s40899-021-00588-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40899-021-00588-8

Keywords

Navigation