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Aredo, Mesfin Reta, Dinka, Megersa Olumana. (1404). Assessment of surface runoff response to climate change in a Weyib Watershed using the WeSpass-M model. سامانه مدیریت نشریات علمی, 5(ویژه نامه 1), 233-251. doi: 10.22098/mmws.2025.18248.1666
Mesfin Reta Aredo; Megersa Olumana Dinka. "Assessment of surface runoff response to climate change in a Weyib Watershed using the WeSpass-M model". سامانه مدیریت نشریات علمی, 5, ویژه نامه 1, 1404, 233-251. doi: 10.22098/mmws.2025.18248.1666
Aredo, Mesfin Reta, Dinka, Megersa Olumana. (1404). 'Assessment of surface runoff response to climate change in a Weyib Watershed using the WeSpass-M model', سامانه مدیریت نشریات علمی, 5(ویژه نامه 1), pp. 233-251. doi: 10.22098/mmws.2025.18248.1666
Aredo, Mesfin Reta, Dinka, Megersa Olumana. Assessment of surface runoff response to climate change in a Weyib Watershed using the WeSpass-M model. سامانه مدیریت نشریات علمی, 1404; 5(ویژه نامه 1): 233-251. doi: 10.22098/mmws.2025.18248.1666

Assessment of surface runoff response to climate change in a Weyib Watershed using the WeSpass-M model

مدل سازی و مدیریت آب و خاک
مقاله 14، دوره 5، ویژه نامه 1، 1404، صفحه 233-251    اصل مقاله (1.87 M)
نوع مقاله: Special issue on "Climate Change and Effects on Water and Soil"
شناسه دیجیتال (DOI): 10.22098/mmws.2025.18248.1666
نویسندگان
Mesfin Reta Aredo* ؛ Megersa Olumana Dinka
Department of Civil Engineering Sciences, Faculty of Engineering and the Built Environment, University of Johannesburg, Johannesburg, South Africa
چکیده
Comprehending the impact of climate change on surface runoff is imperative to safeguard against excessive inundation vulnerability and management. This study estimates climate change effects on surface runoff using an ensemble of five climate models and the WetSpass-M model for the baseline period (1986 to 2015), mid-term (2031 to 2060), and long-term (2071 to 2100) periods. The downloaded climate models (CNRM-CM5, GFDL-ESM2M, IPSL-CM5A-MR, MPI-ESM-LR, and NorESM1-M) were downscaled by a dynamic downscaling technique and bias corrected by linear scaling. The model performance statistical indices, such as R2 (0.90 and 0.85), NSE (0.95 and 0.89), and RMSE (4.19 and 9.94), were obtained by comparing the WetSpass-M model and filtered baseflow and direct runoff, respectively. The mean rainfall and temperature have been increasing compared to baseline period. The overall average monthly runoff has been rising with 8.70%, 18.22%, 6.53%, and 36.09% for RCP4.5 (MidT4.5) for the mid-term, RCP4.5 (LongT4.5) for the long-term, RCP8.5 (MidT8.5) for the mid-term, and RCP8.5 (LongT8.5) for the long-term, respectively. Seasonally, surface runoff is projected to increase throughout the entire season, except for autumn. Autumn season’s surface runoff has been dropping by 23.56%, 38.85%, 29.12%, and 43.02% for MidT4.5, LongT4.5, MidT8.5, and LongT8.5, respectively. Annually, surface runoff will increase by 8.3%, 31.20%, 1.80%, and 49.30% for the MidT4.5, LongT4.5, MidT8.5, and LongT8.5, respectively. Moreover, the findings conclusively underscored a dramatically rising surface runoff due to climate change, causing inundation in central and downstream watershed areas. Therefore, this increasing surface runoff will potentially affect daily life and weaken agricultural productivity; thus, reforestation and water conservation measures are required to lessen the adverse effects.
کلیدواژه‌ها
Climate Change؛ CORDEX؛ GCM؛ RCP؛ Surface Runoff؛ WetSpass-M model
مراجع

References

Abdollahi, K., Bashir, I., Verbeiren, B., Harouna, M. R., Van Griensven, A., Huysmans, M., & Batelaan, O. (2017). A distributed monthly water balance model: formulation and application on Black Volta Basin. Environmental Earth Sciences, 76(198). doi: 10.1007/s12665-017-6512-1

Abdule, A. M., Muluneh, A., & Woldemichael, A. (2023). Impact of Climate and Land Use/Cover Changes on Streamflow in Yadot Watershed, Genale Dawa Basin, Ethiopia. Air, Soil and Water Research, 16, 1–15. doi: 10.1177/11786221231200106

Abdule, A. M., Muluneh, A., & Woldemichael, A. (2024). Modeling climate change projection and its impact on the streamflow in the Yadot watershed, Genale Dawa basin, Ethiopia. Journal of Water and Climate Change, 15(8), 3487–3505. doi: 10.2166/wcc.2024.404

Abebe, B. W., Mana, T. T., & Hatiye, S. D. (2024). Assessment of meteorological drought and its association with global climate drivers in Genale Dawa River Basin, South‑East of Ethiopia. Modeling Earth Systems and Environment. doi: 10.1007/s40808-024-02048-6

Afessa, M. M., & Yosef, B. A. (2019). Impact of irrigation on the water level of Lake Maybar, Northeast Ethiopia. International Journal of River Basin Management, 17(4), 489–506. doi: 10.1080/15715124.2018.1461105

Alehu, B. A., & Bitana, S. G. (2023). Assessment of Climate Change Impact on Water Balance of Lake Hawassa Catchment. Environmental Processes, 10(14). doi: 10.1007/s40710-023-00626-x

Aredo, M. R., Hatiye, S. D., & Pingale, S. M. (2021a). Impact of land use/land cover change on stream flow in the Shaya catchment of Ethiopia using the MIKE SHE model. Arabian Journal of Geosciences, 14(114). doi: 10.1007/s12517-021-06447-2

Aredo, M. R., Hatiye, S. D., & Pingale, S. M. (2021b). Modeling the rainfall ‑ runoff using MIKE 11 NAM model in Shaya catchment, Ethiopia. Modeling Earth Systems and Environment, 2010. doi: 10.1007/s40808-020-01054-8

Aredo, M. R., Lohani, T. K., & Mohammed, A. K. (2023a). Assessment of river response to water abstractions in the Weyib Watershed, Ethiopia. International Journal of River Basin Management, 23(1). doi: 10.1080/15715124.2023.2248488

Aredo, M. R., Lohani, T. K., & Mohammed, A. K. (2023b). Numerical groundwater modelling under changing water abstraction in Weyib watershed, Ethiopia. Cogent Engineering, 10(2). doi: 10.1080/23311916.2023.2283297

Aredo, M. R., Lohani, T. K., & Mohammed, A. K. (2024a). Groundwater recharge estimation using WetSpass ‑ M and MTBS leveraging from HydroOffice and WHAT tools for baseflow in Weyib watershed, Ethiopia. Environmental Monitoring and Assessment, 196(532). doi: 10.1007/s10661-024-12643-w

Aredo, M. R., Lohani, T. K., & Mohammed, A. K. (2024b). Revisiting the global weights of the integrated watershed health assessment framework and Weyib watershed health analysis : Ethiopia’s policy prospects. World Water Policy, 10(3), 1–31. doi: 10.1002/wwp2.12205

Asgari, E. , Mostafazadeh, R. and Talebi Khiavi, H. (2025). Projecting the Climate Change Impact on Water Yield in a Cold Mountainous Watershed, Ardabil. Journal of the Earth and Space Physics, 50(4), 165-177. doi: 10.22059/jesphys.2025.375570.1007601

Arsano, Y., & Tamrat, I. (2005). Ethiopia and the Eastern Nile Basin. Aquatic Sciences, 67(1), 15–27. doi: 10.1007/s00027-004-0766-x

Ashaolu, E. D., Olorunfemi, J. F., PaulIfabiy, I., Abdollahi, K., & Batelaan, O. (2020). Spatial and temporal recharge estimation of the basement complex in Nigeria, West Africa. Journal of Hydrology: Regional Studies, 27(100658). doi: 10.1016/j.ejrh.2019.100658

Asrade, T. (2024). Application of coupled WetSpass-M and MODFLOW models to estimate spatial–temporal water balance components in the Chemoga watershed, Ethiopia. Water Practice & Technology, 19(9), 3833–3854. doi: 10.2166/wpt.2024.228

Awulachew, S. B., Yilma, A. D., Loulseged, M., Loiskandl, W., Ayana, M., & Alamirew, T. (2007). Water Resources and Irrigation Development in Ethiopia. In Working Paper 123. doi: 10.1017/CBO9781107415324.004

Ayalew, D. W., Asefa, T., Moges, M. A., & Leyew, S. M. (2022). Evaluating the potential impact of climate change on the hydrology of Ribb catchment, Lake Tana Basin, Ethiopia. Journal of Water and Climate Change, 13(1), 190–205. doi: 10.2166/wcc.2021.049

Ayele, H. S., Li, M. H., Tung, C. P., & Liu, T. M. (2016). Impact of climate change on runoff in the Gilgel Abbay watershed, the upper Blue Nile Basin, Ethiopia. Water (Switzerland), 8(9). doi: 10.3390/w8090380

Babaei, M. , Asadi, E. and Darbandi, S. (2025). The rainfall-runoff hydrological simulation model based on satellite products with the effect of climate scenarios in the study area of Takab. Water and Soil Management and Modelling, 5(1), 179-194. doi: 10.22098/mmws.2024.14690.1424

Balcha, S. K., Awass, A. A., Hulluka, T. A., Bantider, A., & Ayele, G. T. (2023). Assessment of future climate change impact on water balance components in Central Rift Valley Lakes Basin, Ethiopia. Journal of Water and Climate Change, 14(1), 175–199. doi: 10.2166/wcc.2022.249

Batelaan, O., & De Smedt, F. (2007). GIS-based recharge estimation by coupling surface-subsurface water balances. Journal of Hydrology, 337(3–4), 337–355. doi: 10.1016/j.jhydrol.2007.02.001

Bekele, D., Alamirew, T., Kebede, A., Zeleke, G., & M. Melesse, A. (2019). Modeling Climate Change Impact on the Hydrology of Keleta Watershed in the Awash River Basin, Ethiopia. Environmental Modeling and Assessment, 24(1), 95–107. doi: 10.1007/s10666-018-9619-1

Bulti, A., & Abegaz, F. (2024). Impacts of Climate Change on Temperature and Rainfall on Dawa Sub-watershed, Genale Dawa River Basin, Southern Ethiopia. International Journal of Atmospheric and Oceanic Sciences, 8(1), 1–23. doi: 10.11648/j.ijaos.20240801.11

Daba, M. H., & You, S. (2020). Assessment of Climate Change Impacts on River Flow Regimes in the Upstream of Awash Basin, Ethiopia: Based on IPCC Fifth Assessment Report (AR5) Climate Change Scenarios. Hydrology, 7(4), 1–22. doi: 10.3390/hydrology7040098

Daniel, H., & Abate, B. (2022). Effect of climate change on streamflow in the Gelana watershed, Rift valley basin, Ethiopia. Journal of Water and Climate Change, 13(5), 2205–2232. doi: 10.2166/wcc.2022.059

Dejenie, T., & Kakiso, T. (2023). Development and environmental policies of Ethiopia: Policy review from view point of development-environment sustainability linkage. Heliyon, 9(6), e16608. doi: 10.1016/j.heliyon.2023.e16608

Demissie, E. S., Gashaw, D. Y., Altaye, A. A., Demissie, S. S., & Ayele, G. T. (2023). Groundwater Recharge Estimation in Upper Gelana Watershed, South-Western Main Ethiopian Rift Valley. Sustainability, 15(1763). doi: 10.3390/su15031763

Dile, Y. T., Ayana, E. K., Worqlul, A. W., Xie, H., Srinivasan, R., Lefore, N., You, L., & Clarke, N. (2020). Evaluating satellite-based evapotranspiration estimates for hydrological applications in data-scarce regions: A case in Ethiopia. Science of the Total Environment, 743, 140702. doi: 10.1016/j.scitotenv.2020.140702

Dinsa, H. T., & Nurhusein, M. M. (2023). Integrated water resources management stumbling blocks: Prioritization for better implementation under Ethiopian context. Heliyon, 9(8), e18785. doi: 10.1016/j.heliyon.2023.e18785

Dong, Z., Hu, H., Wei, Z., Liu, Y., Xu, H., & Yan, H. (2022). Estimating the Actual Evapotranspiration of Different Vegetation Types Based on Root Distribution Functions. Front. Earth Sci., 10(893388), 1–13. doi: 10.3389/feart.2022.893388

Fita, T., & Abate, B. (2022). Impact of climate change on streamflow of Melka Wakena catchment, Upper Wabi Shebelle sub-basin, south-eastern Ethiopia. Journal of Water and Climate Change, 13(5), 1995–2010. doi: 10.2166/wcc.2022.191

Gashaw, T., W. Worqlul, A., Lakew, H., Teferi Taye, M., Seid, A., & Haileslassie, A. (2023). Evaluations of satellite/reanalysis rainfall and temperature products in the Bale Eco-Region (Southern Ethiopia) to enhance the quality of input data for hydro-climate studies. Remote Sensing Applications: Society and Environment, 31(100994). doi: 10.1016/j.rsase.2023.100994

Gebrechorkos, S. H., Bernhofer, C., & Hülsmann, S. (2020). Climate change impact assessment on the hydrology of a large river basin in Ethiopia using a local-scale climate modelling approach. Science of the Total Environment, 742, 140504. doi: 10.1016/j.scitotenv.2020.140504

Gebremeskel, G., & Kebede, A. (2018). Estimating the effect of climate change on water resources: Integrated use of climate and hydrological models in the Werii watershed of the Tekeze river basin, Northern Ethiopia. Agriculture and Natural Resources, 52(2), 195–207. doi: 10.1016/j.anres.2018.06.010

Gebremichael, M., & Mechal, A. (2025). Groundwater potential mapping using WetSpass-M and GIS-based multi-criteria decision analysis (MCDA) models in the Chamo Lake basin, Ethiopian rift. Sustainable Water Resources Management, 11(2). doi: 10.1007/s40899-025-01214-7

Gebul, M. A. (2021). Trend, status, and challenges of irrigation development in Ethiopia—A review. Sustainability, 13(5646). doi: 10.3390/su13105646

Gelebo, A. H., Kasiviswanathan, K. S., & Khare, D. (2022). Assessment of the spatial–temporal distribution of groundwater recharge in data-scarce large-scale African river basin. Environmental Monitoring and Assessment, 194(157). doi: 10.1007/s10661-022-09778-z

Getachew, B., & Manjunatha, B. R. (2022). Potential climate change impact assessment on the hydrology of the Lake Tana Basin, Upper Blue Nile River Basin, Ethiopia. Physics and Chemistry of the Earth, 127(103162). doi: 10.1016/j.pce.2022.103162

Gurara, M. A., Jilo, N. B., & Tolche, A. D. (2023). Modelling climate change impact on the streamflow in the Upper Wabe Bridge watershed in Wabe Shebele River Basin, Ethiopia. International Journal of River Basin Management, 21(2), 181–193. doi: 10.1080/15715124.2021.1935978

Hadi, S. J., & Tombul, M. (2018). Comparison of Spatial Interpolation Methods of Precipitation and Temperature Using Multiple Integration Periods. Journal of the Indian Society of Remote Sensing, 46(7), 1187–1199. doi: 10.1007/s12524-018-0783-1

Hordofa, A. T., Leta, O. T., Alamirew, T., & Chukalla, A. D. (2023). Climate Change Impacts on Blue and Green Water of Meki River Sub-Basin. Water Resources Management, 37(6–7), 2835–2851. doi: 10.1007/s11269-023-03490-4

IPCC. (2021). Climate Change 2021 – The Physical Science Basis. In Climate Change 2021 – The Physical Science Basis. doi: 10.1017/9781009157896

IPCC. (2001). Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change Cambridge University Press: Cambridge, UK. https://www.ipcc.ch/site/assets/uploads/2018/03/WGI_TAR_full_report.pdf

Kassahun, N., & Mohamed, M. (2018). Groundwater Potential Assessment and Characterization of Genale-Dawa River Basin. Open Journal of Modern Hydrology, 08, 126–144. doi: 10.4236/ojmh.2018.84010

Kefale, T., Hagos, F., van Rooijen, D., & Haileslassie, A. (2021). Farmers’ willingness to pay for alternative resource management practices in the Bale Eco-Region, Ethiopia: An application of choice experiment. Heliyon, 7(e08159). doi: 10.1016/j.heliyon.2021.e08159

Mengistu, A. G., Tesfuhuney, W. A., Woyessa, Y. E., Ejigu, A. A., & Alemu, M. D. (2025). Contrasting hydro-climatic trends and drought dynamics in Ethiopia and South Africa under climate change. Climate Dynamics, 63(2), 1–16. doi: 10.1007/s00382-025-07588-w

Mengistu, A. G., Woldesenbet, T. A., Dile, Y. T., & Bayabil, H. K. (2023). Modeling the impacts of climate change on hydrological processes in the Baro–Akobo River basin, Ethiopia. Acta Geophysica, 71(4), 1915–1935. doi: 10.1007/s11600-022-00956-8

Mengistu, D., Bewket, W., Dosio, A., & Panitz, H. J. (2021). Climate change impacts on water resources in the Upper Blue Nile (Abay) River Basin, Ethiopia. Journal of Hydrology, 592, 125614. doi: 10.1016/j.jhydrol.2020.125614

Mengistu, T. D., Feyissa, T. A., Chung, I. M., Chang, S. W., Yesuf, M. B., & Alemayehu, E. (2022). Regional Flood Frequency Analysis for Sustainable Water Resources Management of Genale–Dawa River Basin, Ethiopia. Water, 14(637). doi: 10.3390/w14040637

Merga, D. D., Adeba, D., Regasa, M. S., & Leta, M. K. (2022). Evaluation of Surface Water Resource Availability under the Impact of Climate Change in the Dhidhessa Sub-Basin, Ethiopia. Atmosphere, 13(1296). doi: 10.3390/atmos13081296

Molla, D. D., Tegaye, T. A., & Fletcher, C. G. (2019). Simulated surface and shallow groundwater resources in the Abaya-Chamo Lake basin, Ethiopia using a spatially-distributed water balance model. Journal of Hydrology: Regional Studies, 24(100615). doi: 10.1016/j.ejrh.2019.100615

Mummed, B. A., & Seleshi, Y. (2024). Assessment of the effects of climate change on water balance components in the upper Erer subbasin, Ethiopia. Heliyon, 10(9), e30297. doi: 10.1016/j.heliyon.2024.e30297

Mustefa, A., & Muluneh, A. (2024). Modeling climate change projection and its impact on the stream flow in the Yadot watershed, Genale Dawa basin, Ethiopia. Journal of Water and Climate Change, 15(8), 3487–3505. doi: 10.2166/wcc.2024.404

Nannawo, A. S., Lohani, T. K., & Eshete, A. A. (2022a). Envisaging the actual evapotranspiration and elucidating its effects under climate change scenarios on agrarian lands of bilate river basin in Ethiopia. Heliyon, 8(8), e10368. doi: 10.1016/j.heliyon.2022.e10368

Nannawo, A. S., Lohani, T. K., & Eshete, A. A. (2022b). Groundwater recharge evaluation due to climate change using WetSpass-M distributed hydrological model in Bilate river basin of Ethiopia. Groundwater for Sustainable Development, 19(100860). doi: 10.1016/j.gsd.2022.100860

NDRMC. (2020). Flood Alert # 2, 04 June 2020 (Issue April). https://reliefweb.int/report/ethiopia/ndrmc-flood-alert-2-04-june-2020

Negewo, T. F., & Sarma, A. K. (2021). Estimation of Water Yield under Baseline and Future Climate Change Scenarios in Genale Watershed, Genale Dawa River Basin, Ethiopia, Using SWAT Model. Journal of Hydrologic Engineering, 26(3), 05020051. doi: 10.1061/(asce)he.1943-5584.0002047

Nyembo, L. O., Larbi, I., Mwabumba, M., Selemani, J. R., Dotse, S. Q., Limantol, A. M., & Bessah, E. (2022). Impact of climate change on groundwater recharge in the lake Manyara catchment, Tanzania. Scientific African, 15(e01072). doi: 10.1016/j.sciaf.2021.e01072

Nyika, J., & Dinka, M. O. (2023). Water Challenges in Rural and Urban Sub-Saharan Africa and their Management (SpringerBr). Springer Nature. doi: 10.1007/978-3-031-26271-5

Pirani, F. J., & Modarres, R. (2020). Geostatistical and deterministic methods for rainfall interpolation in the Zayandeh Rud basin, Iran. Hydrological Sciences Journal, 65(16), 2678–2692. doi: 10.1080/02626667.2020.1833014

Serur, A. B. (2020). Modeling blue and green water resources availability at the basin and sub-basin level under changing climate in the Weyb River basin in Ethiopia. Scientific African, 7(e00299). doi: 10.1016/j.sciaf.2020.e00299

Serur, A. B., & Sarma, A. K. (2018). Climate change impacts analysis on hydrological processes in the Weyib River basin in Ethiopia. Theoretical and Applied Climatology, 134(3–4), 1301–1314. doi: 10.1007/s00704-017-2348-6

Sheikhroodi, E. , Golkarian, A. , Zarrin, A. and Rashki, A. (2024). Investigating and analyzing the effect of climate change on the runoff and sediment using SWAT model (Case study: Ferizi Watershed). Water and Soil Management and Modelling, 4, 283-298. doi: 10.22098/mmws.2023.13722.1361

Shiferaw, H., Gebremedhin, A., Gebretsadkan, T., & Zenebe, A. (2018). Modelling hydrological response under climate change scenarios using SWAT model: the case of Ilala watershed, Northern Ethiopia. Modeling Earth Systems and Environment, 4(1), 437–449. doi: 10.1007/s40808-018-0439-8

Shigute, M., Alamirew, T., Abebe, A., Ndehedehe, C. E., & Kassahun, H. T. (2024). Assessing the impacts of climate change on hydrological processes in the upper Genale River basin, Ethiopia. Environmental Earth Sciences, 83(297). doi: 10.1007/s12665-024-11586-2

Tadesse, G., & Jothimani, M. (2024). Assessing Groundwater Recharge in the Wabe River Catchment, Central Ethiopia, through a GIS-Based Distributed Water Balance Model. Earth (Switzerland), 5(1), 20–44. doi: 10.3390/earth5010002

Taye, M. T., Haile, A. T., Fekadu, A. G., & Nakawuka, P. (2021). Effect of irrigation water withdrawal on the hydrology of the Lake Tana sub-basin. Journal of Hydrology: Regional Studies, 38(100961). doi: 10.1016/j.ejrh.2021.100961

Tessema, Y. M., Jasińska, J., Yadeta, L. T., Świtoniak, M., Puchałka, R., & Gebregeorgis, E. G. (2020). Soil loss estimation for conservation planning in the welmel watershed of the Genale Dawa Basin, Ethiopia. Agronomy, 10(6), 1–19. doi: 10.3390/agronomy10060777

Worku, G., Teferi, E., Bantider, A., & Dile, Y. T. (2021). Modelling hydrological processes under climate change scenarios in the Jemma sub-basin of upper Blue Nile Basin, Ethiopia. Climate Risk Management, 31(100272). doi: 10.1016/j.crm.2021.100272

Wu, Y.-H. (Eva), & Hung, M.-C. (2016). Comparison of Spatial Interpolation Techniques Using Visualization and Quantitative Assessment. In Ming-Chih Hung (Ed.), Applications of Spatial Statistics (Vol. 11, Issue tourism, pp. 17–34). Itechopen. doi: 10.5772/65996

Wubaye, G. B., Gashaw, T., Worqlul, A. W., Dile, Y. T., Taye, M. T., Haileslassie, A., Zaitchik, B., Birhan, D. A., Adgo, E., Mohammed, J. A., Lebeza, T. M., Bantider, A., Seid, A., & Srinivasan, R. (2023). Trends in Rainfall and Temperature Extremes in Ethiopia: Station and Agro-Ecological Zone Levels of Analysis. Atmosphere, 14(483). doi: 10.3390/atmos14030483

Zeabraha, A., G/yohannes, T., W/Mariyam, F., Mulugeta, A., & Gebreyesus, Z. (2020). Application of a spatially distributed water balance model for assessing surface and groundwater resources: a case study of Adigrat area, Northern Ethiopia. Sustainable Water Resources Management, 6(73). doi: 10.1007/s40899-020-00424-5

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