Modeling the impact of historical and future land use land cover changes on the hydrological response of an Ethiopian watershed

Sustainable Water Resources Management - Tập 10 - Trang 1-16 - 2024
Motuma Shiferaw Regasa1, Michael Nones1
1Department of Hydrology and Hydrodynamics, Institute of Geophysics, Polish Academy of Sciences, Warsaw, Poland

Tóm tắt

Land Use Land Cover (LULC) is generally considered one of the key factors influencing the hydrological processes and sediment output in arid and semi-arid watersheds. Focusing on the Ethiopian Fincha watershed, the current study applies the Soil and Water Assessment Tool (SWAT) model to evaluate how LULC changes affect the watershed hydrological dynamics. Utilizing the available stream flow time series data acquired from 1986 to 2008, the model was calibrated and validated based on past conditions. At the same time, future scenarios were simulated by means of the Land Change Modeler (LCM) model using historical trends. To investigate the effect of LULC changes on watershed hydrology, six LULC maps have been produced to account for historical (1989, 2004, 2019) and future (2030, 2040, 2050) conditions. The results show an increase in surface runoff in the past, while a similar tendency is expected for the next three decades if no specific mitigation measures will be implemented soon. On the other hand, lateral flow and groundwater flow are generally decreasing. The present analysis shows that the ongoing LULC transformation, which involves an expansion of agricultural land, urban areas, and intermittent logging of forest cover, may be the reason for the increment in surface runoff, and the decline in groundwater and lateral flow.

Tài liệu tham khảo

Aawar T, Khare D (2020) Assessment of climate change impacts on streamflow through hydrological model using SWAT model: a case study of Afghanistan. Model Earth Syst Environ 6(3):1427–1437. https://doi.org/10.1007/s40808-020-00759-0 Abdurahman A, Yirsaw E, Nigussie W, Hundera K (2023) Past and future land-use/land-cover change trends and its potential drivers in Koore’s agricultural landscape. South Ethiop Geocarto Int 38(1):2229952. https://doi.org/10.1080/10106049.2023.2229952 Abuhay W, Gashaw T, Tsegaye L (2023) Assessing impacts of land use/land cover changes on the hydrology of Upper Gilgel Abbay watershed using the SWAT model. J Agric Food Res 12:100535. https://doi.org/10.1016/j.jafr.2023.100535 Agashua LO, Oluyemi-Ayibiowu BD, Ihimekpen NI, Igibah EC (2022) Modeling the semivariogram of climatic scenario around rivers by using stream network mapping and hydrological indicator. J Hum Earth Future 3(1):17–31. https://doi.org/10.28991/HEF-2022-03-01-02 Al Khoury I, Boithias L, Labat D (2023) A review of the application of the soil and water assessment tool (SWAT) in Karst Watersheds. Water 15(5):954. https://doi.org/10.3390/w15050954 Aragaw HM, Goel MK, Mishra SK (2021) Hydrological responses to human-induced land use/land cover changes in the Gidabo River basin, Ethiopia. Hydrol Sci J 66(4):640–655. https://doi.org/10.1080/02626667.2021.1890328 Baker TJ, Miller SN (2013) Using the soil and water assessment tool (SWAT) to assess land use impact on water resources in an East African watershed. J Hydrol 486:100–111. https://doi.org/10.1016/j.jhydrol.2013.01.041 Barman L, Prasad RK, Sivakumar B (2023) Streamflow simulation using soil and water assessment tool (SWAT): application to Periyar River basin in India. ISH J Hydraul Eng. https://doi.org/10.1080/09715010.2023.2181673 Berihun ML, Tsunekawa A, Haregeweyn N, Meshesha DT, Adgo E, Tsubo M, Yibeltal M (2019) Exploring land use/land cover changes, drivers and their implications in contrasting agro-ecological environments of Ethiopia. Land Use Policy 87:104052. https://doi.org/10.1016/j.landusepol.2019.104052 Cuceloglu G, Abbaspour KC, Ozturk I (2017) Assessing the water-resources potential of Istanbul by using a soil and water assessment tool (SWAT) hydrological model. Water 9(10):814. https://doi.org/10.3390/w9100814 Demissie TA (2022) Land use and land cover change dynamics and its impact on watershed hydrological parameters: the case of Awetu watershed, Ethiopia. J Sediment Environ 7(1):79–94. https://doi.org/10.1007/s43217-021-00084-1 Desalegn T, Cruz F, Kindu M, Turrión MB, Gonzalo J (2014) Land-use/land-cover (LULC) change and socioeconomic conditions of local community in the central highlands of Ethiopia. Int J Sust Dev World 21(5):406–413. https://doi.org/10.1080/13504509.2014.961181 Dibaba WT, Demissie TA, Miegel K (2020) Drivers and implications of land use/land cover dynamics in Finchaa catchment, northwestern Ethiopia. Land 9(4):113. https://doi.org/10.3390/land9040113 Eshete DG, Rigler G, Shinshaw BG, Belete AM, Bayeh BA (2022) Evaluation of streamflow response to climate change in the data-scarce region, Ethiopia. Sustain Water Resour Manag 8(6):187. https://doi.org/10.1007/s40899-022-00770-6 Etter A, McAlpine C, Wilson K, Phinn S, Possingham H (2006) Regional patterns of agricultural land use and deforestation in Colombia. Agr Ecosyst Environ 114(2–4):369–386. https://doi.org/10.1016/j.agee.2005.11.013 Garg V, Nikam BR, Thakur PK, Aggarwal SP, Gupta PK, Srivastav SK (2019) Human-induced land use land cover change and its impact on hydrology. HydroRes 1:48–56. https://doi.org/10.1016/j.hydres.2019.06.001 Gurara MA, Jilo NB, Tolche AD (2023) Modelling climate change impact on the streamflow in the Upper Wabe Bridge watershed in Wabe Shebele River Basin, Ethiopia. Int J River Basin Manag 21(2):181–193. https://doi.org/10.1080/15715124.2021.1935978 Gyamfi C, Ndambuki JM, Salim RW (2016) Application of SWAT model to the Olifants Basin: calibration, validation and uncertainty analysis. J Water Resour Prot 8(03):397. https://doi.org/10.4236/jwarp.2016.83033 Katna A, Thaker M, Vanak AT (2023) How fast do landscapes change? A workflow to analyze temporal changes in human-dominated landscapes. Landsc Ecol. https://doi.org/10.1007/s10980-023-01686-y Kenea U, Adeba D, Regasa MS, Nones M (2021) Hydrological responses to land use land cover changes in the fincha’a watershed, Ethiopia. Land 10(9):916. https://doi.org/10.3390/land10090916 Khalid K, Ali MF, Abd Rahman NF, Mispan MR, Haron SH, Othman Z, Bachok MF (2016) Sensitivity analysis in watershed model using SUFI-2 algorithm. Procedia Eng 162:441–447. https://doi.org/10.1016/j.proeng.2016.11.086 Kidane M, Tolessa T, Bezie A, Kessete N, Endrias M (2019) Evaluating the impacts of climate and land use/land cover (LU/LC) dynamics on the hydrological responses of the Upper Blue Nile in the Central Highlands of Ethiopia. Spat Inf Res 27:151–167. https://doi.org/10.1007/s41324-018-0222-y Kouassi JL, Gyau A, Diby L, Bene Y, Kouamé C (2021) Assessing land use and land cover change and farmers’ perceptions of deforestation and land degradation in South-West Côte d’Ivoire, West Africa. Land 10(4):429. https://doi.org/10.3390/land10040429 Kuma HG, Feyessa FF, Demissie TA (2023) Assessing the impacts of land use/land cover changes on hydrological processes in Southern Ethiopia: The SWAT model approach. Cogent Eng 10(1):2199508. https://doi.org/10.1080/23311916.2023.2199508 Leta MK, Demissie TA, Tränckner J (2021a) Modeling and prediction of land use land cover change dynamics based on land change modeler (Lcm) in nashe watershed, Upper Blue Nile basin, Ethiopia. Sustainability 13(7):3740. https://doi.org/10.3390/su13073740 Leta MK, Demissie TA, Tränckner J (2021b) Hydrological responses of watershed to historical and future land use land cover change dynamics of Nashe watershed, Ethiopia. Water 13(17):2372. https://doi.org/10.3390/w13172372 Maru H, Haileslassie A, Zeleke T, Teferi E (2023) Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia. Geomat Nat Haz Risk 14(1):1–25. https://doi.org/10.1080/19475705.2022.2163193 Megersa T, Nedaw D, Argaw M (2019) Combined effect of land use/cover types and slope gradient in sediment and nutrient losses in Chancho and Sorga sub watersheds, East Wollega Zone, Oromia, Ethiopia. Environ Syst Res 8:1–14. https://doi.org/10.1186/s40068-019-0151-3 Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2011) Soil and water assessment tool theoretical documentation version 2009. Texas Water Resources Institute Nyakundi R, Nyadawa M, Mwangi J (2022) Effect of recharge and abstraction on groundwater levels. Civil Eng J 8(5):910–925. https://doi.org/10.28991/CEJ-2022-08-05-05 Pennock D (2019) Soil erosion: the greatest challenge for sustainable soil management Regasa MS, Nones M (2022) Past and future land use/land cover changes in the Ethiopian Fincha Sub-Basin. Land 11(8):1239. https://doi.org/10.3390/land11081239 Regasa MS, Nones M (2023) SWAT model-based quantification of the impact of land use land cover change on sediment yield in the Fincha watershed, Ethiopia. Front Environ Sci 11:1146346. https://doi.org/10.3389/fenvs.2023.1146346 Regasa MS, Nones M, Adeba D (2021) A review on land use and land cover change in Ethiopian basins. Land 10(6):585. https://doi.org/10.3390/land10060585 Rodríguez Eraso N, Armenteras-Pascual D, Alumbreros JR (2013) Land use and land cover change in the Colombian Andes: dynamics and future scenarios. J Land Use Sci 8(2):154–174. https://doi.org/10.1080/1747423X.2011.650228 Shi Y, Xu G, Wang Y, Engel BA, Peng H, Zhang W, Dai M (2017) Modelling hydrology and water quality processes in the Pengxi River basin of the Three Gorges Reservoir using the soil and water assessment tool. Agric Water Manag 182:24–38. https://doi.org/10.1016/j.agwat.2016.12.007 Shitu K, Berhanu S (2023) Modeling the impact of changing in climatic variables on streamflow of Borkena River catchment, Awash Basin, Ethiopia. Int J River Basin Manag. https://doi.org/10.1080/15715124.2023.2200005. (in press) Soressa T, Gebre-Egziabher T (2023) Hydroelectric power dam-induced land use land cover change in Ethiopia, the case of AMerti-Nashe dams Horo Guduru Wollega Zone. Afr Geogr Rev. https://doi.org/10.1080/19376812.2022.2162093 Tadesse W, Whitaker S, Crosson W, Wilson C (2015) Assessing the impact of land-use land-cover change on stream water and sediment yields at a watershed level using SWAT. Open J Mod Hydrol 5(03):68. https://doi.org/10.4236/ojmh.2015.53007 Tankpa V, Wang L, Awotwi A, Singh L, Thapa S, Atanga RA, Guo X (2021) Modeling the effects of historical and future land use/land cover change dynamics on the hydrological response of Ashi watershed, northeastern China. Environ Dev Sustain 23:7883–7912. https://doi.org/10.1007/s10668-020-00952-2 Tola SY, Shetty A (2023) Quantification of change in land cover and rainfall variability impact on flood hydrology using a hydrological model in the Ethiopian river basin. Environ Earth Sci 82(10):254. https://doi.org/10.1007/s12665-023-10929-9 Zhang J, Zhang M, Song Y, Lai Y (2021) Hydrological simulation of the Jialing River Basin using the MIKE SHE model in changing climate. J Water Clim Change 12(6):2495–2514. https://doi.org/10.2166/wcc.2021.253