Abstract
Soil erosion and sedimentation are broadly recognized as one of the major earth and environmental problems. Increase of agricultural activities, poor farming system, deforestation and overgrazing causing serious soil erosion and sediment yield in the watershed. Modeling watershed management practices play significant role on soil erosion reduction, increase soil moisture content and decrease sediment production. Thus, the main objective of this study was modeling of watershed intervention practices to rehabilitate the soil erosion and sediment hotspot areas. Twenty four suspended sediment samples were collected from Hare River and its concentration was determined in laboratory. The sediment concentration was then converted into sediment load in ton per day and sediment-rating curve was developed. Eighteen years sediment data was generated using developed sediment rating curve. Monthly flow and sediment data calibrated and validated in Soil and Water Assessment Tool-Calibration and Uncertainty Program (SWAT-CUP). Model performance was checked and found very well. Spatial variability map of the sediment yield in the watershed was developed. Twelve sediment hotspots sub-watersheds which produce sediment from high to severe (20.38 to 61.99ton/ha/year) were identified. For those twelve sediment hotspot sub-watersheds, four watershed intervention techniques were applied. After application of strip cropping, residue management, contouring and terracing, sediment production was reduced by 47.42%, 5.54%, 69.22%, and 84.88%, respectively. Among the intervention techniques terracing found to be the most watershed treatment approach in this study. The research finding is vital to environmental protection authority, decision makers and scientific community to undertake intervention techniques for soil erosion hotspot sub-watersheds.
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References
Abbaspour KC, Rouholahnejad E, Vaghefi SR, Srinivasan R, Yang H, Klove B (2015) A continental-scale hydrology and water quality model for Europe: calibration and uncertainty of a high-resolution large-scale SWAT model. J Hydrol 524:733–752. https://doi.org/10.1016/j.jhydrol.2015.03.027
Abebe TA (2019) Calibration, validation and performance evaluation of SWAT model for sediment yield modeling in megech reservoir watershed, Ethiopia. 12(3–4):21–23. https://doi.org/10.2478/jengeo-2019-0009. Journal of Environmental Geography
Abebe T, Gebremariam B (2019) Modeling runoff and sediment yield of Kesem dam watershed, awash basin, Ethiopia. SN Appl Sci 1:446. https://doi.org/10.1007/s42452-019-0347-1
Achamyeleh GM, Leon DR, Yali EW (2019) Techniques for calibration and validation of SWAT model in data scarce arid and semi-arid catchments in South Africa. J Hydrology: Reg Stud. https://doi.org/10.1016/j.ejrh.2019.100621
Amanuel K (2018) Transforming Konso towards Green Economy through Integrated Land Management. GRIN Verlag, Munich. https://www.grin.com/document/437812
Arnold JG, Kiniry JR, Srinivasan R, Williams JR, Haney EB, Neitsch SL (2012) Soil and Water Assessment Tool: Input/ output documentation. Version TR-439. Texas Water Resources Institute, College Station, pp 1–650
Assefa E, Hans B (2014) Long-term indigenous soil Conservation Technology in the Chencha Area, Southern Ethiopia: origin, characteristics. Sustain Ambio 43(7):932–942 PMC4190142. https://doi.org/10.1007/s13280-014-0527-6
Balabathina V, Raju RP, Mulualem W (2019) Integrated remote sensing and GIS-based universal soil loss equation for soil erosion estimation in the Megech River Catchment, Tana Lake Sub-basin, Northwestern Ethiopia. Am J Geogr Inf Syst 8(4):141–157. https://doi.org/10.5923/j.ajgis.20190804.01
Belayneh Y, Donghong X, Baojun Z, Yong Y, Muhammad AB et al (2021) Spatial distribution of soil erosion and sediment yield in the Koshi River Basin, Nepal: a case study of Triyuga watershed. J Soils Sediments. https://doi.org/10.1007/s11368-021-03023-9
Beshah T (2003) Understanding farmers: explaining Soil and Water Conservation in Konso, Wolaita and Wello, Ethiopia, vol ISBN 9789058087959–245. Tropical Resource Management Papers Documents
Betrie GD, Mohamed YA, Griensven AV, Srinivasan R (2011) Sediment management modelling in the Blue Nile Basin using SWAT model. Journal of Hydrol. Earth Syst. Sci., 15, 807–818, 2011. https://doi.org/10.5194/hess-15-807-2011
Biniyam Y, Kemal A (2017) The impacts of Climate Change on Rainfall and Flood frequency: the case of Hare Watershed, Southern Rift Valley of Ethiopia. J Earth Sci Clim Change 08(01). https://doi.org/10.4172/2157-7617.1000383
Borrelli P, Robinson DA, Fleischer LR (2017) An assessment of the global impact of 21st century land use change on soil erosion. NatCommun 8. https://doi.org/10.1038/s41467-017-02142-7
Boufala MH, El Hmaidi A, Essahlaoui A, Chadli K, El Ouali A, Lahjouj A (2022) Assessment of the best management practices under a semi-arid basin using SWAT model (case of M’dez watershed, Morocco). Model Earth Syst Environ 8:713–731
Cerqueira V, Torgo L, Mozetič I (2020) Evaluating time series forecasting models: an empirical study on performance estimation methods. Mach Learn 109:1997–2028. https://doi.org/10.1007/s10994-020-05910-7
Chandra P, Patel PL, Porey PD, Gupta ID (2014) Estimation of sediment yield using SWAT model for Upper Tapi basin. ISH J Hydraulic Eng 20:3 291–300. https://doi.org/10.1080/09715010.2014.902170
Cheng Y, Morgan DL (2013) Classification accuracy and consistency of computerized adaptive testing. Behav Res 45, 132–142 (2013). https://doi.org/10.3758/s13428-012-0237-6
Cheng KS, Lien YT, Wu YC et al (2017) On the criteria of model performance evaluation for real-time flood forecasting. Stoch Environ Res Risk Assess 31:1123–1146. https://doi.org/10.1007/s00477-016-1322-7
Chicco D, Warrens MJ, Jurman G (2021) The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation. PeerJ Comput Sci 5:7:e623. https://doi.org/10.7717/peerj-cs.623
Chuxiong D, Guangye Z, Yaojun L, Xiaodong N, Zhongwu L et al (2021) Advantages and disadvantages of terracing: a comprehensive review. Int Soil Water Conserv Res 9(3):344–359 ISSN 2095–6339. https://doi.org/10.1016/j.iswcr.2021.03.002
Degife A, Worku H, Gizaw S (2021) Environmental implications of soil erosion and sediment yield in Lake Hawassa watershed, south-central Ethiopia. Environ Syst Res 10:28. https://doi.org/10.1186/s40068-021-00232-6
Deshmukh SS, Wayal AS (2019) Sediment Yield Estimation Using RS and GIS for Upper Karha Watershed Maharashtra of India. https://doi.org/10.1007/s40030-018-00355-7
Dessie M, Verhoest2 NE, Pauwels VR, Admasu T, Poesen J, Adgo E et al (2014) Analyzing runoff processes through conceptual hydrological modeling in the Upper Blue Nile Basin, Ethiopia. Journal of Hydrol. Earth Syst. Sci., 18, 5149–5167, 2014. https://doi.org/10.5194/hess-18-5149-2014
Dinesh B, Rajeev J, Raju RR, Nripesh A (2021) Impact on Agricultural Productivity by Using the RMMF Model and Local Perception: for Rangun Watershed of Mid-Hills, Nepal, Applied and Environmental Soil Science, ID 5747138, 10 pages. https://doi.org/10.1155/2021/5747138
Duguma TA, Wakigari SA, Dilgasa EA (2020) Analysis of ambo water supply diversion weir sedimentation and assessing impact of land management practice through hydrological studies. J Water Resource. https://doi.org/10.1007/s40899-020-00455
Dulo H, Abate B (2020) Estimation of runoff and sediment yield using SWAT model: the case of Katar Watershed, Rift Valley Lake Basin of Ethiopia. Int J Mech Eng Appl 8(6):125–134. https://doi.org/10.11648/j.ijmea.20200806.11
Ellison CA, Savage BE, Johnson GD (2014) Suspended-sediment concentrations, loads, total suspended solids, turbidity, and particle-size fractions for selected rivers in Minnesota, 2007 through 2011: U.S. Geological Survey Scientific Report format 2013–5205, 43pp. https://doi.org/10.3133/sir20135205
Gamachu A, Shimelis B, Olkeba T (2017) Assessing the effect of soil and water conservation practices on runoff and sediment yield on Hunde Lafto watershed of Upper Wabi Shebelle Basin. Civ Environ Res. 9(9). ISSN 2224–5790
Gashaw T, Tulu T, Argaw M (2017) Erosion risk assessment for prioritization of conservation measures in Geleda watershed, Blue Nile basin, Ethiopia. Environ Syst Res 6:1. https://doi.org/10.1186/s40068-016-0078-x
Gashaw T, Worqlul AW, Dile YT, Addisu S, Bantider A, Zeleke G (2020) Evaluating potential impacts of land management practices on soil erosion in the Gilgel Abay watershed, upper Blue Nile basin. Heliyon 24(8):e04777. https://doi.org/10.1016/j.heliyon.2020.e04777
Gebrekidan W, Ermias T, Amare B, Yihun TD (2020) Prioritization of watershed management scenarios under climate change in the Jemma sub-basin of the Upper Blue Nile Basin, Ethiopia. J Hydrology: Reg Stud 31(100714):2214–5818. https://doi.org/10.1016/j.ejrh.2020.100714
Getahun GW, Zewdu EA, Mekuria AD (2021) Impacts and uncertainties of climate change on stream flow of the Bilate River (Ethiopia), using a CMIP5 general circulation models ensemble. Int J Water Resour Environ Eng. https://doi.org/10.5897/IJWREE2020.0973
Gupta HV, Sorooshian S, Yapo PO (1999) Status of automatic calibration for hydrologic models: comparison with multilevel expert calibration. J Hydrologic Eng 4(2):135–143. https://doi.org/10.1061/(ASCE)1084-0699(1999)4:2(135)
Hailu KA, Stefan S, Feras Z, Nigus DM, Andreas K (2016) Modeling streamflow and sediment using SWAT in Ethiopian Highlands. Int J Agric & Biol Eng 9(5):51–66 Open Access at. http://www.ijabe.org
Hamza B, Rachid M, Rachid M, Khadija A (2019) Use of a calibrated SWAT model to evaluate the effects of agricultural BMPs on sediments of the Kalaya river basin (North of Morocco). Int Soil Water Conserv Res 7(2):176–118. https://doi.org/10.1016/j.iswcr.2019.02.002
Hugo HC, Adriana MC, João HM, Azeneth S et al (2019) Hydrologic modeling for sustainable Water Resources Management in Urbanized Karst Areas. Int J Environ Res Public Health 16(14):2542. https://doi.org/10.3390/ijerph16142542
ITPS IT (2015) Status of the food and agricultural organization of the United States
Kassa T, Gerd F (2015) Impact of Land Use / Cover Change on Stream flow: The Case of Hare River Watershed, Rift valley basin, Ethiopia. https://www.researchgate.net/publication/266335014
Kero AA, Abdulkerim BS, Dawit YM (2023) Sediment yield responses to land use land cover change and developing best management practices in the upper Gidabo dam watershed. Sustainable Water Resources Management. https://doi.org/10.1007/s40899-023-00850-1
Khaleghi MR, Varvani J (2018) Sediment rating curve parameters relationship with Watershed characteristics in the Semiarid River Watersheds. Arab J Sci Eng 43:3725–3737. https://doi.org/10.1007/s13369-018-3092-7
Kumar N, Singh SK, Srivastava PK, Narsimlu B (2017) SWAT model calibration and uncertainty analysis for stream flow prediction of the tons River Basin, India, using sequential uncertainty fitting (SUFI-2) algorithm. Model Earth Syst Environ 3(1):1–13. https://doi.org/10.1007/s40808-017-0306-z
Kuti IA, Ewemoje TA (2021) Modeling of sediment yields using the soil and water assessment tool (SWAT) model: a case study of the Chanchaga watersheds. Nigeria” 13. https://doi.org/10.1016/j.sciaf.2021.e00936
Legates DR, McCabe GJ (1999) Evaluating the use of goodness-of-fit measures in hydrology and hydro climatic model validation. Water Resour Res 35(1):233–241
Lin F, Xingwei C, Huaxia Y (2017) Evaluating the use of Nash-Sutcliffe efficiency coefficient in goodness-of-fit measures for daily runoff simulation with SWAT. J Hydrol Eng. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001580
Mithlesh K, Ambika PS, Narayan S, Sonam SD, Sanjay KR, Balram P (2022) Global-scale application of the RUSLE model: a comprehensive review. Hydrol Sci J 67(5):806–830. https://doi.org/10.1080/02626667.2017.1404068
Molla T, Sisheber B (2017) Estimating soil erosion risk and evaluating erosion control measures for soil conservation planning at Koga watershed in the highlands of Ethiopia. Solid Earth 8:13–25. https://doi.org/10.5194/se-8-13-2017
Moriasi DN, Arnold JG, Liew M, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of Accuracy in Watershed Simulations. Trans ASABE 50:885–900. https://doi.org/10.13031/2013.23153
Morris G, Fan J (1998) Reservoir Sedimentation Handbook. McGraw-Hill Book Co, New York, p 805
Mwangi JK, Shisanya CA, Gathenya JM, Namirembe S, Moriasi DN (2015) A modeling approach to evaluate the impact of conservation practices on water and sediment yield in Sasumua Watershed, Kenya. J Soil Water Conserv 70(2):75–90. https://doi.org/10.2489/jswc.70.2.75
Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models: part 1.A discussion of principles. J Hydrology 10(3):282–290
Neitsch SL, Arnold JR, Kiniry JR, Williams JR (2011) Soil and Water Evaluation Tool (SWAT) Theoretical Documentation Version2009. Texas Water Resources Institute Technical Report No.406, Texas A&M University System, College Station, Texas
Nijat M, David E, Peter F, Peter L (2016) Evaluating Forecasting Methods by Considering Different Accuracy Measures. Procedia Computer Science, Volume 95, Pages 264–271, ISSN 1877 – 0509, https://doi.org/10.1016/j.procs.2016.09.332
Onduru DD, Gachimbi L, Maina F, Muchena FN, De Jager A (2002) Sustaining agricultural production in the semi-arid areas of eastern Kenya: a case study of Mbeere District. INMASP Report No. Ke-03. ETC-EA, KARI (NARL) and LEI-DLO
Opeyemi OA, Abidemi FH, Victor OK (2019) Assessing the impact of soil erosion on residential areas of Efon-Alaaye Ekiti, Ekiti-State, Nigeria. Int J Environ Plan Manag 5(9). http://www.aiscience.org/journal/ijepm
Pyry K, Christian K, Juha O (2017) A design of contour generation for topographic maps with adaptive DEM smoothing. Int J Cartography 3(1):19–30. https://doi.org/10.1080/23729333.2017.1300998
Raffa CM, Chiampo F (2021) Bioremediation of Agricultural Soils Polluted with Pesticides: a review. Special issue in Bioengineering and Remediation of Polluted Environments 8(7):92. https://doi.org/10.3390/bioengineering8070092
Roostaee M, Deng Z (2020) Effects of Digital Elevation Model Resolution on Watershed-Based Hydrologic Simulation. Water Resource Manage 34:2433–2447. https://doi.org/10.1007/s11269-020-02561-0
Samaneh M, Farshad K, Mojgansadat A, Farhad K (2016) Using SWAT model to determine runoff, sediment yield and nitrate loss in Gorganrood Watershed. Iran Ecopersia 4(2):1359–1377. https://doi.org/10.18869/modares.Ecopersia.4.2.1359
Santhi C, Arnold JG, Williams JR, Dugas WA, Srinivasan R, Hauck LM (2001) Validation of the SWAT model on a large river basin with point and nonpoint sources. J Am Water Resour Assoc 37:1169–1188. https://doi.org/10.1111/j.1752-1688.2001.tb03630.x
Sao D, Kato T, Tu LH, Thouk P, Fitriyah A, Oeurng C (2020) Evaluation of different objective functions used in the SUFI-2 calibration process of SWATCUP on water balance analysis: a case study of the Pursat River basin. Cambodi Water 12(10):2901. https://doi.org/10.3390/w12102901
Scott-Shaw BC, Hill TR, Gillham JS (2020) Calibration of modeling approach for sediment yield in a wattle plantation, KwaZulu-Natal, South Africa. Water SA 46:171–181. https://doi.org/10.17159/wsa/2020.v46.i2.8232
Semu AA (2018) The impact of soil and water conservation for improved agricultural production in Ethiopia. J Agric 1:9–12. https://tinyurl.com/y5cc9yw2
Shrestha G, Peter DS (2008) Carbon accumulation and storage in semi-arid sagebrush steppe: Effects of long-term grazing exclusion. Agriculture, Ecosystems and Environment 125 (2008) 173–181. https://doi.org/10.1016/j.agee.2007.12.007
Singh J, Knapp HV, Demissie M (2004) Hydrologic modeling of the Iroquois River watershed using HSPF and SWAT. ISWS CR 2004-08. Champaign, Ill.: Illinois State Water Survey. www.sws.uiuc.edu/pubdoc/CR/
Sofonyase B, Abate B (2020) Estimation of sediment yield using Swat Model: a case of Soke River Watershed, Ethiopia. Int J Eng Res Technol. Vol. 9 Issue 12. IJERTV9IS120252
Subhasis G, Pouyan AN, Sean WN, Zhen Z (2012) Analysis of best management practice effectiveness and spatiotemporal variability based on different targeting strategies. Journal of hydrological process. Volume 28, 431–445 (2014). https://doi.org/10.1002/hyp.9577
Tamiru H, Wagari M (2021) Spatio-temporal analysis of sediment yield estimation using Integrated RUSLE and GIS technique: case of Nashe Dam Reservoir, Abay Basin, Ethiopia. Preprints 2021020480. https://doi.org/10.20944/preprints202102.0480.v1
Temesgen K, Abdisa T, Chelkeba BT (2022) Prioritization of susceptible watershed to sediment yield and evaluation of best management practice: a case study of Awata River, Southern Ethiopia, Applied and Environmental Soil Science. Article ID 1460945:16pages. https://doi.org/10.1155/2022/1460945
Tesfu TA, Olkeba TL (2020) Sediment yield estimation and effect of Management Options on Sediment Yield of Kesem Dam Watershed, Awash River Basin, Ethiopia. https://doi.org/10.1016/j.sciaf.2020.e00425. Scientific African
Tran VT, Tuong (2014) An Analysis of The Suspended Sediment Rating Curve Parameters In The Upper Mississippi River Basin At The Monthly And Annual Levels. https://Trace.Tennessee.Edu/Utk_Gradthes/2854
Tripathi MP, Panda RK, Raghuwanshi NS (2004) Development of effective management plan for critical sub watersheds using SWAT model. Department of Soil and Water Engineering Faculty of Agricultural Engineering Indira Gandhi Agricultural University Raipur 492:006. https://doi.org/10.1002/hyp.5618
Tsegaye L, Bharti R (2021) Soil erosion and sediment yield evaluation using RUSLE and GIS-based approach in Anjeb watershed. Northwest Ethiopia SN Appl Sci 3:582. https://doi.org/10.1007/s42452-021-04564-x
USDA-NRCS (United States Department of Agriculture- Natural Resources Conservation Service) (2011) Strip Cropping. Available at: http://www.sera17.ext.vt.edu/Documents/BMP_strip_cropping.pdf
USDA (United States Department of Agriculture) (1996) AREI/ Production management. Available at: http://www.ers.usda.gov/publications/arei/ah712/AH7124-2.pdf
Vazquez-Amábile GG, Engel BA (2005) Use of SWAT to compute groundwater table depth and stream flow in the Muscatatuck River watershed. Trans ASAE 48(3):991–1003
White KL, Chaubey I (2005) Sensitivity analysis, calibration, and validations for a multisite and multivariable SWAT model 1. JAWRA J Am Water Resour Association 41(5):1077–1089
Wiebke F (2003) Case Study: The Agricultural System of the Konso in South Western Ethiopia. http://fwu.fb10.uni-siegen.de/bkd/FWU_WRP.htm
Wolde K, Bogale G (2017) Effect of land use land cover dynamics on hydrological response of watershed: case study of Tekeze Dam watershed, northern Ethiopia. International Soil and Water Conservation Research, p 116. https://doi.org/10.1016/j.iswcr.2017.03.002
Woldeamlak B (2007) Soil and water conservation intervention with conventional technologies in northwestern highlands of Ethiopia: Acceptance and adoption by farmers. Land Use Policy 24:2, 404–416. https://doi.org/10.1016/j.landusepol.2006.05.004
Woldemariam G, Iguala A, Tekalign S, Reddy R (2018) Spatial modeling of soil erosion risk and its implication for conservation planning: the case of the Gobele watershed, East Hararghe Zone, Ethiopia. Land 7(1):25. https://doi.org/10.3390/land7010025
Yang H, Li B, Zhang C, Qiao H, Liu Y, Bi J, Zhang Z, Zhou F (2020) Recent spatio-temporal variations of suspended sediment concentrations in the Yangtze Estuary. Water 12(3):818. https://doi.org/10.3390/w12030818
Yesuf HM, Assen M, Alamirew T, Melesse AM (2015) Modeling of sediment yield in Maybar gauged watershed using SWAT northeast Ethiopia. CATENA 127:191–205. https://doi.org/10.1016/j.catena.2014.12.032
Yisehak B (2021) Prediction of flood frequency under a changing climate, the case of Hare watershed, Rift Valley Basin of Ethiopia. Sustain Water Resour Manag 7:9. https://doi.org/10.1007/s40899-021-00492-1
Yoseph M, Aster G, Getahun HF (2019) Farmers’ indigenous knowledge of tree conservation and acidic soil amendments: the role of “baabbo” and “Mona” systems: Lessons from Gedeo community, Southern Ethiopia. Cogent Food & Agriculture 5:1. https://doi.org/10.1080/23311932.2019.1645259
Zakwan M (2019) Comparative analysis of the novel infiltration model with other infiltration models. Water and environmental Journal page 1–13. https://doi.org/10.1111/wej.12435
Zerihun M, Mohammedyasin MS, Sewnet D, Adem AA, Lakew M (2018) Evaluation of soil erosion using RUSLE, GIS and remote sensing in Nort west parts of Ethiopia. Geoderma Reg 12:83–90. https://doi.org/10.1016/j.geodrs.2018.01.002
Zerssa G, Feyssa D, Kim DG, Eichler-Löbermann B (2021) Challenges of Smallholder Farming in Ethiopia and Opportunities by adopting Climate-Smart Agriculture for sustainble agriculture. Agriculture 11:192. https://doi.org/10.3390/agriculture1103019
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Our thanks go to Arba Minch University Water Resources Research Center for providing support during the field and laboratory data analysis.
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Ayele, M.A., Ayalew, A.T. Modeling of watershed intervention techniques to rehabilitate sediment yield hotspot areas in Hare watershed, rift valley basin, Ethiopia. Model. Earth Syst. Environ. 10, 425–441 (2024). https://doi.org/10.1007/s40808-023-01808-0
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DOI: https://doi.org/10.1007/s40808-023-01808-0