Research Article | | Peer-Reviewed

Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin

Received: 26 May 2025     Accepted: 16 June 2025     Published: 9 December 2025
Views:       Downloads:
Abstract

To manage water resources sustainably, understanding their quantity in spatial and temporal contexts is essential. Simulating Water Balance Components (WBCs) plays a crucial role. This study uses the Soil and Water Assessment Tool (SWAT) model to analyze water balance in the Birr Watershed of the Upper Blue Nile Basin, enhancing management strategies. By examining precipitation, evapotranspiration, surface runoff, and groundwater flow, the research provides insights into water availability and environmental impact. A comprehensive understanding of the water balance is crucial; however, past studies often overlooked long-term hydrological responses to climate and land use changes. To address this, the study uses datasets from 1990 to 2005, calibrating the model against streamflow records with the SUFI-2 algorithm, achieving high accuracy with NSE and R² values over 0.68. Findings indicate annual precipitation increased by 28.1%, from 457 mm in 1992 to 580 mm in 2006, then dropped to 264.88 mm in 2020, still 38% above initial levels, indicating significant climatic changes. Surface runoff surged by 55.7%, and groundwater flow grew by 42.7%, suggesting enhanced water availability but also potential risks for flooding and erosion. Evapotranspiration decreased slightly by 1.9%, likely due to varying climate factors. These hydrological changes affect agricultural productivity and ecosystem health, though uncertainties persist due to data constraints and insufficient integration of climate change assessments. Policymakers should implement integrated watershed management, promote sustainable land use, develop flood risk strategies, and strengthen hydrological data systems. Adaptive management strategies and cross-sector collaboration are essential for addressing climate change impacts and ensuring sustainable water resources for the basin's ecosystems. This study offers critical insights for effective policies aimed at sustainable hydrological management in vulnerable river basins.

Published in Journal of Water Resources and Ocean Science (Volume 14, Issue 6)
DOI 10.11648/j.wros.20251406.13
Page(s) 190-203
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.

Copyright

Copyright © The Author(s), 2025. Published by Science Publishing Group

Keywords

Birr Watershed, Water Balance Components, SWAT, Blue Nile Basin

References
[1] S. Keesstra, G. Mol, J. de L. JanOkx, C. Molenaar, M. de Cleen, and S. Visser, “Soil-related sustainable development goals: Four concepts to make land degradation neutrality and restoration work,” Land, vol. 7, no. 4, 2018,
[2] H. Mohajerani, D. A. Zema, M. E. Lucas-Borja, and M. Casper, “Understanding the water balance and its estimation methods,” Precip. Earth Surf. Responses Process., pp. 193–221, 2021,
[3] M. Idrissou et al., “Modeling the Impact of Climate and Land Use/Land Cover Change on Water Availability in an Inland Valley Catchment in Burkina Faso,” Hydrology, vol. 9, no. 1, 2022,
[4] Q. Zheng, L. Hao, X. Huang, L. Sun, and G. Sun, “Effects of Urbanization on Watershed Evapotranspiration and Its Components in Southern China,” Water, vol. 12, no. 3, 2020,
[5] D. Yang, Y. Yang, and J. Xia, “Hydrological cycle and water resources in a changing world: A review,” Geogr. Sustain., vol. 2, no. 2, pp. 115–122, 2021,
[6] V. Prasad, A. Yousuf, and N. Sharma, “Hydrological modeling for watershed management,” J. Nat. Resour. Conserv. Manag., vol. Vol. 1, pp. 29–34, 2020,
[7] R. Liu, Z. Li, X. Xin, D. Liu, J. Zhang, and Z. Yang, “Water balance computation and water quality improvement evaluation for Yanghe Basin in a semiarid area of North China using coupled MIKE SHE/MIKE 11 modeling,” Water Supply, vol. 22, no. 1, pp. 1062–1074, 2022,
[8] K. O. Babaremu, “A Review of Current Understanding and Implications for Watershed and Water,” no. March 2024,
[9] S. Chen, J. Huang, and J.-C. Huang, “Improving daily streamflow simulations for data-scarce watersheds using the coupled SWAT-LSTM approach,” J. Hydrol., vol. 622, p. 129734, 2023,
[10] Arifullah et al., “Quality Assessment of Groundwater Based on Geochemical Modelling and Water Quality Index (WQI),” Water, vol. 14, no. 23, 2022,
[11] R. Çakmakçı, M. A. Salık, and S. Çakmakçı, “Assessment and Principles of Environmentally Sustainable Food and Agriculture Systems,” Agriculture, vol. 13, no. 5, 2023,
[12] Y. Wang, R. Jiang, J. Xie, Y. Zhao, D. Yan, and S. Yang, “Soil and Water Assessment Tool (SWAT) Model: A Systemic Review,” J. Coast. Res., vol. 93, p. 22, 2019,
[13] J. Janjić and L. Tadić, “Fields of Application of SWAT Hydrological Model-A Review,” Earth, vol. 4, no. 2, pp. 331–344, 2023,
[14] S. S. J. Sadiqi, W.-H. Nam, K.-J. Lim, and E. Hong, “Investigating Nonpoint Source and Pollutant Reduction Effects under Future Climate Scenarios: A SWAT-Based Study in a Highland Agricultural Watershed in Korea,” Water, vol. 16, no. 1, 2024,
[15] S. Aloui, A. Mazzoni, A. Elomri, J. Aouissi, A. Boufekane, and A. Zghibi, “A review of Soil and Water Assessment Tool (SWAT) studies of Mediterranean catchments: Applications, feasibility, and future directions,” J. Environ. Manage., vol. 326, p. 116799, 2023,
[16] M. Bitew and H. Kebede, “Effect of land use land cover change on stream flow in Azuari watershed of the Upper Blue Nile Basin, Ethiopia,” Sustain. Water Resour. Manag., vol. 10, 2024,
[17] F. Mikayilov, E. Rouholahnejad Freund, S. Ashraf Vaghefi, R. Srinivasan, H. Yang, and B. Klöve, “A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model,” J. Hydrol., vol. 524, 2015,
[18] S. Nasiri, H. Ansari, and A. N. Ziaei, “Simulation of water balance equation components using SWAT model in Samalqan Watershed (Iran),” Arab. J. Geosci., vol. 13, no. 11, p. 421, 2020,
[19] A. Gupta, S. K. Himanshu, S. Gupta, and R. Singh, “Evaluation of the SWAT Model for Analysing the Water Balance Components for the Upper Sabarmati Basin,” in Advances in Water Resources Engineering and Management, R. AlKhaddar, R. K. Singh, S. Dutta, and M. Kumari, Eds., Singapore: Springer Singapore, 2020, pp. 141–151.
[20] M. Adnan, S. Kang, G. Zhang, M. Saifullah, M. N. Anjum, and A. F. Ali, “Nam Co Lake Using SWAT Model,” Water, vol. 11, no. 1383, pp. 1–23, 2019.
[21] F. Ayivi and M. K. Jha, “Author's Accepted Manuscript,” Int. Soil Water Conserv. Res., 2018,
[22] D. Pandi, S. Kothandaraman, and M. Kuppusamy, “Simulation of Water Balance Components Using SWAT Model at Sub Catchment Level,” Sustainability, vol. 15, no. 2, 2023,
[23] M. Belihu, S. Tekleab, B. Abate, and W. Bewket, “Hydrologic response to land use land cover change in the Upper Gidabo Watershed, Rift Valley Lakes Basin, Ethiopia,” HydroResearch, vol. 3, pp. 85–94, 2020,
[24] T. Gashaw, T. Tulu, M. Argaw, and A. W. Worqlul, “Modeling the hydrological impacts of land use/land cover changes in the Andassa watershed, Blue Nile Basin, Ethiopia,” Sci. Total Environ., vol. 619–620, pp. 1394–1408, 2018,
[25] O. T. Leta, A. I. El-Kadi, H. Dulai, and K. A. Ghazal, “Assessment of SWAT model performance in simulating daily streamflow under rainfall data scarcity in Pacific island watersheds,” Water (Switzerland), vol. 10, no. 11, pp. 1–31, 2018,
[26] D. N. Moriasi, J. G. Arnold, M. W. Van Liew, R. L. Bingner, R. D. Harmel, and T. L. Veith, “Model evaluation guidelines for systematic quantification of accuracy in watershed simulations,” Trans. ASABE, vol. 50, no. 3, pp. 885–900, 2007.
[27] M. Jemberie and B. Gebremariam, “Evaluation of Land Use Land Cover Change on Stream Flow: a Case Study of Dedessa Sub Basin, Abay Basin, South Western Ethiopia,” Int. J. Innov. Eng. Res. Technol. [Ijiert], vol. 3, no. 8, pp. 44–60, 2016.
[28] I K. Nooni et al., “Temporal and Spatial Variations of Potential and Actual Evapotranspiration and the Driving Mechanism over Equatorial Africa Using Satellite and Reanalysis-Based Observation,” Remote Sens., vol. 15, no. 12, 2023,
[29] U. Okkan, O. Fistikoglu, Z. B. Ersoy, and A. T. Noori, “Analyzing the uncertainty of potential evapotranspiration models in drought projections derived for a semi-arid watershed,” Theor. Appl. Climatol., vol. 155, no. 3, pp. 2329–2346, 2024,
[30] S. Sun et al., “A global 5km monthly potential evapotranspiration dataset (1982-2015) estimated by the Shuttleworth-Wallace model,” Earth Syst. Sci. Data, vol. 15, no. 11, pp. 4849–4876, 2023,
[31] M. Qiu, T. Van de Voorde, T. Li, C. Yuan, and G. Yin, “Spatiotemporal variation of agroecosystem service trade-offs and its driving factors across different climate zones,” Ecol. Indic., vol. 130, p. 108154, 2021,
Cite This Article
  • APA Style

    Bitew, M. M. (2025). Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin. Journal of Water Resources and Ocean Science, 14(6), 190-203. https://doi.org/10.11648/j.wros.20251406.13

    Copy | Download

    ACS Style

    Bitew, M. M. Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin. J. Water Resour. Ocean Sci. 2025, 14(6), 190-203. doi: 10.11648/j.wros.20251406.13

    Copy | Download

    AMA Style

    Bitew MM. Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin. J Water Resour Ocean Sci. 2025;14(6):190-203. doi: 10.11648/j.wros.20251406.13

    Copy | Download

  • @article{10.11648/j.wros.20251406.13,
      author = {Mamaru Mequanent Bitew},
      title = {Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin},
      journal = {Journal of Water Resources and Ocean Science},
      volume = {14},
      number = {6},
      pages = {190-203},
      doi = {10.11648/j.wros.20251406.13},
      url = {https://doi.org/10.11648/j.wros.20251406.13},
      eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.wros.20251406.13},
      abstract = {To manage water resources sustainably, understanding their quantity in spatial and temporal contexts is essential. Simulating Water Balance Components (WBCs) plays a crucial role. This study uses the Soil and Water Assessment Tool (SWAT) model to analyze water balance in the Birr Watershed of the Upper Blue Nile Basin, enhancing management strategies. By examining precipitation, evapotranspiration, surface runoff, and groundwater flow, the research provides insights into water availability and environmental impact. A comprehensive understanding of the water balance is crucial; however, past studies often overlooked long-term hydrological responses to climate and land use changes. To address this, the study uses datasets from 1990 to 2005, calibrating the model against streamflow records with the SUFI-2 algorithm, achieving high accuracy with NSE and R² values over 0.68. Findings indicate annual precipitation increased by 28.1%, from 457 mm in 1992 to 580 mm in 2006, then dropped to 264.88 mm in 2020, still 38% above initial levels, indicating significant climatic changes. Surface runoff surged by 55.7%, and groundwater flow grew by 42.7%, suggesting enhanced water availability but also potential risks for flooding and erosion. Evapotranspiration decreased slightly by 1.9%, likely due to varying climate factors. These hydrological changes affect agricultural productivity and ecosystem health, though uncertainties persist due to data constraints and insufficient integration of climate change assessments. Policymakers should implement integrated watershed management, promote sustainable land use, develop flood risk strategies, and strengthen hydrological data systems. Adaptive management strategies and cross-sector collaboration are essential for addressing climate change impacts and ensuring sustainable water resources for the basin's ecosystems. This study offers critical insights for effective policies aimed at sustainable hydrological management in vulnerable river basins.},
     year = {2025}
    }
    

    Copy | Download

  • TY  - JOUR
    T1  - Simulation of Water Balance Components Using the SWAT Model in the Birr Watershed, Upper Blue Nile Basin
    AU  - Mamaru Mequanent Bitew
    Y1  - 2025/12/09
    PY  - 2025
    N1  - https://doi.org/10.11648/j.wros.20251406.13
    DO  - 10.11648/j.wros.20251406.13
    T2  - Journal of Water Resources and Ocean Science
    JF  - Journal of Water Resources and Ocean Science
    JO  - Journal of Water Resources and Ocean Science
    SP  - 190
    EP  - 203
    PB  - Science Publishing Group
    SN  - 2328-7993
    UR  - https://doi.org/10.11648/j.wros.20251406.13
    AB  - To manage water resources sustainably, understanding their quantity in spatial and temporal contexts is essential. Simulating Water Balance Components (WBCs) plays a crucial role. This study uses the Soil and Water Assessment Tool (SWAT) model to analyze water balance in the Birr Watershed of the Upper Blue Nile Basin, enhancing management strategies. By examining precipitation, evapotranspiration, surface runoff, and groundwater flow, the research provides insights into water availability and environmental impact. A comprehensive understanding of the water balance is crucial; however, past studies often overlooked long-term hydrological responses to climate and land use changes. To address this, the study uses datasets from 1990 to 2005, calibrating the model against streamflow records with the SUFI-2 algorithm, achieving high accuracy with NSE and R² values over 0.68. Findings indicate annual precipitation increased by 28.1%, from 457 mm in 1992 to 580 mm in 2006, then dropped to 264.88 mm in 2020, still 38% above initial levels, indicating significant climatic changes. Surface runoff surged by 55.7%, and groundwater flow grew by 42.7%, suggesting enhanced water availability but also potential risks for flooding and erosion. Evapotranspiration decreased slightly by 1.9%, likely due to varying climate factors. These hydrological changes affect agricultural productivity and ecosystem health, though uncertainties persist due to data constraints and insufficient integration of climate change assessments. Policymakers should implement integrated watershed management, promote sustainable land use, develop flood risk strategies, and strengthen hydrological data systems. Adaptive management strategies and cross-sector collaboration are essential for addressing climate change impacts and ensuring sustainable water resources for the basin's ecosystems. This study offers critical insights for effective policies aimed at sustainable hydrological management in vulnerable river basins.
    VL  - 14
    IS  - 6
    ER  - 

    Copy | Download

Author Information
  • Sections