SIMULATION OF SEDIMENT YIELD AT THE UPSTREAM WATERSHED OF JEBBA LAKE IN NIGERIA USING SWAT MODEL

Authors

  • Adeniyi Ganiyu Adeogun National Centre for Hydropower Research and Development, University of Ilorin, PMB 1515, Ilorin, Nigeria
  • Bolaji Fatai Sule Dept of Civil Engineering, Faculty of Engineering and Technology, University of Ilorin, PMB 1515, Ilorin, Nigeria
  • Adebayo Wahab Salami Dept of Civil Engineering, Faculty of Engineering and Technology, University of Ilorin, PMB 1515, Ilorin, Nigeria

DOI:

https://doi.org/10.11113/mjce.v27.15906

Keywords:

Jebba resrvoir, sedimentation, sediment yield, SWAT, watershed.

Abstract

In this study, we focused on the applicability and suitability of Soil and Water Assessment Tool (SWAT) embedded in Geographical Information Systems (GIS) environment in the prediction of sediment yield of a watershed (12,992km2 ). The watershed is drained by Rivers Niger, Kontagora, Awun and Eku and is located at the upstream of Jebba Reservoir in north central Nigeria . SWAT was run daily for 26 years (1985 to 2010 ) using climatic data representing three weather stations located within the watershed. The model was calibrated and validated using measured flow data from 1990 to 1995. Also due to the unavalilability of observed sediment data for the area, sediment samples were collected from three locations in the watershed from May to December, 2013 using suspended sediment sampler USDH-2A. The sediment samples were analysed and used to spatially calibrate and validate the model. The model was statistically evaluated using coefficient of determination, R 2 and Nasch-Sutcliffe Efficiency, NSE. Evaluation of the model revealed that it performed satisfactorily for stream flow and sediment yield predictions in the watershed. The model predicted the annual sediment yield in the watershed as 255.8 tons/ha/yr producing about 8.31x 109 tons of sediment between 1985 and 2010. Sediment concentration (mg/l) in the reach during the period of simulation showed that the highest sediment concentration was obtained in subbasins 29, 20 and 19 with values 446.3, 376.8 and 365.4 mg/l respectively. However, lowest sediment concentration occurred in subbasin 73 with a value of 108.6 mg/l. The results from the study showed that a properly calibrated SWAT embedded in GIS environment is suitable for modelling the hydrology and predicting the sediment yield in a watershed. In the light of this, SWAT can be adopted by water engineers and hydrologists in Nigeria and other sub sahara Africa countries in the region as a decision support tool to assist policy makers in achieving sustainable sediment and water management at watershed level.

References

Adeogun, A.G., Sule, B.F., and Salami, A.W. (2014) Validation of SWAT Model for Prediction of Water Yield and Water Balance: Case Study of Upstream Catchment of Jebba Dam in

Nigeria: International Journal of Mathematical, Computational, Physical and Quantum Engineering, 8(2):264-270

Arnold,J.G., Kiniry,J.R., Srinivasan R,Williams,J.R.,Haney,E.B., and Neitsch, S.L. (2011). Soil and Water Assessment Tool Input Output File Documentation. Soil and Water Research

Laboratory, Agricultural Research Service, Grassland, 808 East Blackland Road, Temple, Texas, USA

Arnold,J.G., Moriasi, D.N.,Gassman, P.W., Abbaspour,K.C., White, M.J., Srinivasan,R.,Santhi. C., Harmel, R.D., van Griensven, A., Van Liew, M.W., Kannan. N, and Jha, M.K. (2012)

SWAT: Model Use, Caliberation and Validation. Transactions of the American Society of Agricultural and Biological Engineers 55(4): 1491-1508

Arnold, J.G., Williams, J.R. and Maidment, D.R. ( 1995) Continuous-time water and sedimentrouting model for large basins. . Journal of Hydraulic Engineering, 121(2): 171-183.

Asres, M.T and Awulachew, S,B (2011) SWAT Based Runoff and Sediment Yield Modelling: a Case Study of the Gumera Watershed in the Blue Nile Basin. Ecohydrology & Hydrobiology 10: 191-199, DOI http://dx.doi.org/10.2478/v10104-011-0020-9

Ayana, A.B., Edossa, D.C., and Kositsakulchai, E. (2012) Simulation of Sediment Yield using SWAT Model in Fincha Watershed, Ethiopia. Kasetsart Journal of Natural Science 46:

- 297

CGIAR (2012) SRTM 90m Digital Elevation Data available at: http://srtm.csi.cgiar.org. Assessed on 8th May 2013

Ijam,A.Z. and Tarawneh, E.R. (2012) Assessment of Sediment Yield for Wala dam Catchment Area in Jordan. European Water : 38: 43-58

Jain, S.K., Tyag, J, and Singh, V. (2010) Simulation of Runoff and Sediment Yield for a Himalayan Watershed Using SWAT Model. Water Resources and Protection 2: 267-281

Leon,L.F.(2011) MapWindow Interface for SWAT (MWSWAT) Users Manual, available at

www.waterbase.org , accessed on 28th November,2013

Moriasi, D. N., Arnold, J. G., Van Liew, M. W., Bingner, R. L., Harmel, R. D., and Veith, T. L (2007). Model evaluation guidelines for systematic quantification of accuracy in

watershed simulations, Transactions American Society of Agricutural and Biological Engineers, 50, 885–900

Nachtergaele,F., Velthuizen, H.V., and Verelst, L. (2009) Harmonized World Soil Database (HWSD). Food and Agriculture Organization of the United Nations, Rome

Neitsch, S.L., Arnold, J.G.,Kiniry, J.R..Williams,J.R.(2005) Soil and Water Assessment Tool Theoretical Documentation Version. Grassland,Soil and Water Research

Laboratory,Agricultural Research Service 808 East Blackland Road,Temple,Texas 76502;Blackland Research Centre,Texas Agricultural Experiment Station 720,East Blackland, Texas USA

Qi, C.and Grunwald, S. (2005) GIS− Based Hydrologic Modeling in the Sandusky Watershed Using SWAT. Transactions of the American Society of Agricutural and Biological Engineers Vol. 48(1): 169−180

Schuol,J.and Abbaspour, K.C. (2007) Using Monthly Weather Statistics to Generate Daily Data in a SWAT Model Application to West Africa. . Ecological Modeling 201: 301-311

Setegn,S.G., Srinivasan, R. and Dargahi,B. (2008) Hydrological Modelling in the Lake Tana Basin, Ethiopia Using SWAT Model. The Open Hydrology Journal 2: 49-62

Shrivastava,P.K., Tripathi, M.P. and Das, S,N, (2004) Hydrological Modelling of a Small Watershed Using Satellite Data and GIS Technique. Journal of the Indian Society of Remote Sensing 32 (2): 145-157

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Published

2018-07-05

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How to Cite

SIMULATION OF SEDIMENT YIELD AT THE UPSTREAM WATERSHED OF JEBBA LAKE IN NIGERIA USING SWAT MODEL. (2018). Malaysian Journal of Civil Engineering, 27(1). https://doi.org/10.11113/mjce.v27.15906