Abstract
Land use/cover change has been a key research priority throughout the planet with multi-directional impacts on both human and natural systems. The changes in land use/cover have affected the surface hydrology and altered the hydrological cycle (Skaggs et al. in Agric Water Manag 86(1–2), 140–149, 2006). This study is concentrated on assessing the effect of land use/cover change on the hydrology of the Borkena watershed. The study was examined by Arc GIS10.3. SWAT model used with GIS to assess the impact of land use and land cover change on streamflow. For this study, SWAT Calibration and Uncertainty Procedures (SWAT-CUP) was selected to do sensitivity analysis, calibration, and validation. The temporal change in land use/cover was analyzed for the years 1986, 2000, and 2011. Analysis of land cover changes showed that agricultural land increased from 18.64 to 49.75%, still as urban areas from 1.16 to 10.17% between 1986 and 2011. While shrubland decreased from 10.97 to 8.29%, forest decreases focused 7.25 to 23.24%, grassland decreased from 10.72 to 8.45%, and wetland decreased from 1.26 to 0.08% between 1986 and 2011 respectively. The result of calibration and validation for the monthly flow showed that there is a good relationship between measured and simulated streamflow with the model performance evaluation; for calibration, the coefficient of determination is 0.93 and Nash Sutcliffe efficiency is 0.89 and for validation, the coefficient of determination is 0.98 and Nash Sutcliffe efficiency is 0.95. Within the calibration and validation period, there is a good correlation between rainfall and surface runoff in the watershed with the percentage of fit greater than 90%. The annual surface runoff for the 1986, 2000, and 2011 land use/cover periods is 152.37 mm, 193.44 mm, and 198.8 mm, respectively. The model results showed that the hydrology characteristics changed because of land use/cover changes during the study periods. This study only focuses on the impact of land use/cover change on streamflow components such as surface runoff. The study plays a crucial role to create the power of planners to implement sound policies to reduce undesirable land use and land cover impacts on streamflow.
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References
Baughman CA, Loehman RA, Magness DR, Saperstein LB, Sherriff RL (2020) Four decades of land-cover change on the Kenai Peninsula, Alaska: detecting disturbance-influenced vegetation shifts using Landsat legacy data. Land 9(10):382
Beyene SK (2016) The impact of land use land cover change on watershed hydrology (a case study of the upper awash basin)
Damtew AA, Ketema AA, Behailu BM (2019) Assessment of industrial effluent pollution on Borkena River, Kombolcha, Ethiopia. In International Conference on Advances of Science and Technology (pp. 325–333). Springer, Cham
De Mûelenaere S, Frankl A, Haile M, Poesen J, Deckers J, Munro N, Nyssen J (2014) Historical landscape photographs for calibration of Landsat land use/cover in the Northern Ethiopian highlands. Land Degrad Dev 25(4):319–335
Du J, Rui H, Zuo T, Li Q, Zheng D, Chen A, Xu CY (2013) Hydrological simulation by SWAT model with fixed and varied parameterization approaches under land-use change. Water Resour Manage 27(8):2823–2838
Getachew HE, Melesse AM (2012) The impact of land-use changes on the hydrology of the Angereb Watershed, Ethiopia. Int J Water Sci 1(4)
Kumar N, Singh SK, Srivastava PK, Narsimlu B (2017) SWAT model calibration and uncertainty analysis for streamflow prediction of the Tons River Basin, India, using Sequential Uncertainty Fitting (SUFI-2) algorithm. Model Earth Syst Environ 3(1):30
Markham J, Anderson P (2021) Soil moisture, N, P, and forest cover effects on N fixation in alders in the southern boreal forest. Ecosphere 12(9):e03708
Mohammad AG, Adam MA (2010) The impact of vegetative cover type on runoff and soil erosion under different land uses. CATENA 81(2):97–103
Odongo VO, van Oel PR, van der Tol C, Su Z (2019) Impact of land use and land cover transitions and climate on evapotranspiration in the Lake Naivasha Basin, Kenya. Sci Total Environ 682:19–30
Santos CA, Almeida C, Ramos TB, Rocha FA, Oliveira R, Neves R (2018) Using a hierarchical approach to calibrate SWAT and predict the semi-arid hydrologic regime of northeastern Brazil. Water 10(9):1137
Shivhare N, Dikshit PKS, Dwivedi SB (2018) A comparison of SWAT model calibration techniques for hydrological modeling in the Ganga river watershed. Engineering 4(5):643–652
Van Asselen S, Verburg PH (2013) Land cover change or land-use intensification: simulating land system change with a global-scale land change model. Glob Change Biol 19(12):3648–3667
Welde K, Gebremariam B (2017) Effect of land uses land cover dynamics on the hydrological response of watershed: a case study of Tekeze Dam watershed, northern Ethiopia. Int Soil Water Conserv Res 5(1):1–16
Zhang L, Nan Z, Yu W, Zhao Y, Xu Y (2018) Comparison of baseline period choices for separating climate and land use/land cover change impacts on watershed hydrology using distributed hydrological models. Sci Total Environ 622:1016–1028
Skaggs TH, van Genuchten MT, Shouse PJ, Poss JA (2006) Macroscopic approaches to root water uptake as a function of water and salinity stress. Agric Water Manag 86(1–2):140–149
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AS conceived and designed the study, and collected and analyzed data. Girum Metaferia Affessa, Amanuel Zewdu Belew, and Diress Yigezu Tenagashaw contribute to collecting the data and editing the research, and Dawit Munye Tamirat contributes to drafting the manuscript.
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Affessa, G.M., Belew, A.Z., Tenagashaw, D.Y. et al. Land Use/Cover Change Impacts on Hydrology Using SWAT Model on Borkena Watershed, Ethiopia. Water Conserv Sci Eng 7, 55–63 (2022). https://doi.org/10.1007/s41101-022-00128-1
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DOI: https://doi.org/10.1007/s41101-022-00128-1