Modelling and Simulation of Ephemeral Streamflow in Ibadan, Nigeria
Abstract
Flow variability of ephemeral rivers due to spatial and temporal distribution of rainfall and unregulated exploitation of water resources is a major cause of severe water supply shortages. With appropriate conservation planning of surface water resources
through hydrological modelling, timing of extraction of large volume without adverse effects on downstream requirement can be predicted. This study attempts to develop water balance components for evaluating flow characteristics essential for conservation planning of ephemeral streams. Daily Meteorological data spanning 1973-2006, obtained from the International Institute of Tropical Agriculture, Ibadan weather station were used in developing predominant water balance model components of Ona Stream. Daily infiltration values were obtained using Crawford and Linsley‟s model and interflow based on soil moisture levels. Data were statistically analyzed and developed models validated using 10 years meteorological data. Analyses showed that 93.4, 91.5 and 55.0 % variability in runoff was due to precipitation, groundwater storage and interflow respectively. Precipitation, interflow and groundwater storage were significant while evapotranspiration was
insignificant (P=0.05) for runoff prediction. The water balance models simulated acceptable hydrologic processes such as interflow and groundwater storage which are generally difficult to measure directly. The R2 values obtained from validation range from 0.79 to 0.99. The water balance model thus improved the reliability of streamflow computation and other flow characteristics of the ephemeral Ona stream. It would appear that the ephemeral streamflow investigated depended more on the magnitude of precipitation, interflow and groundwater flow while evapotranspiration (a major source of water loss in hydrologic water balance model) has relatively little effect on streamflow characteristics.
References
Bekesi, G. and McConchie, J. (1999). “Groundwater Recharge Modelling using the Monte Carlo Technique, Manawatu Region, New Zealand”. Journal of Hydrology, Vol. 224, Pp.137-148.
Coffey, M. E., Workman, S. R., Taraba, J. L. and Fogle, A. W. (2004). “Statistical Procedures for Evaluating Daily and Monthly Hydrologic Model Predictions”. Transactions of the ASAE. Vol. 47(1): 59-68.
Eze, B. E. (1997). Rain Splash Detachment on Different Land Use Surfaces in a Humid Tropical Environment; A Case Study of Ibadan. Unpublished PhD Thesis, Department of Geography, University of Ibadan, Ibadan, Nigeria.
Gleik, P.H. (1986). “Methods for Evaluating the Regional Hydrologic Impacts of Global Climatic Changes”. Journal of Hydrology, Vol. 88, Pp.97–116.
Gowda, P., Ward, A., White, D., Lyon, J. and Desmond, E. (1999). The Sensitivity of ADAPT Model Predictions of Streamflows to Parameters Used to Define Hydrologic Response Units. Transactions of the ASAE. Vol. 42(2): 381-389.
Hinrichsen, D., Robey, B., and Upadhyay, U. D. (1998) “Solutions for a Water-short world. Population Reports Series M, No 14”. Johns Hopkins School of Public Health Population Information Program, Baltimore. Retrieved May 26 2005, from http://www.infoforhealth.org/pr/m14.shtml
ICRISAT, (2004). “Data needs for Soil Water Balance Simulation”. Retrieved August 03, 2004 from
http://www.icrisat.org/OnlineResources/
Ines, A. V. M., Droogers, P., Makin, I. W. and Gupta, A. D. (2001) “Crop Growth and Soil Water Balance Modeling to Explore Water Management Options”. Working Paper 22. International Water Management Institute, Colombo, Sri Lanka.
Jayatilaka, C. J., Sakthivadivel, R., Shinogi, Y., Makin, I. W. and Witharana, P. (2001) “Predicting Water Availability in Irrigation Tank Cascade Systems: The Cascade Water Balance Model. Research Report 48. International Water Management Institute, Colombo, Sri Lanka.
Kite, G. and Droogers, P. (2000). “Integrated Basin Modeling”. Research Report 43. International Water Management Institute, Colombo, Sri Lanka.
Kite, G., Droogers, P., Murray-Rust, H. and Voogt, K. (2001). “Modelling Scenarios for Water Allocation in the Gediz Basin, Turkey”. Research Report 50. International Water Management Institute, Colombo, Sri Lanka.
Lacroix, M., Kite, G. and Droogers, P. (2000). “Using datasets from the Internet for Hydrological Modelling: An example from the Kucuk Menderes Basin, Turkey”. Research Report 40. International Water Management Institute, Colombo, Sri Lanka.
Lal, R. (1993). Tillage Effects on Soil Degradation, Soil Resilience, Soil Quality, and Sustainability. Soil Till. Res., Vol. 27, Pp.1-8
Molden, D., Amarasinghe, U. and Hussain, I. (2001) “Water for Rural Development: Background Paper on Water for Rural Development Prepared for the World Bank”. Working Paper 32. International Water Management Institute, Colombo, Sri Lanka.
Mutsaers, H.J.W., Weber, G.K., Walker, P. and Fischer, N.M. (1997). A Field Guide for On-Farm Experimentation. International Institute of Tropical Agriculture (IITA) Publications Unit, Ibadan.
Raudkivi, A. J. (1979). HYDROLOGY: An Advanced Introduction to Hydrological Processes and Modelling. Pergamon Press Oxford.
Sheridan, J. M. (1997). “Rainfall-Streamflow Relations for Coastal Plain Watersheds”. Applied Engineering in Agriculture. Vol. 13(3): 333-344.
Slaymaker, O. (2000). “Research Developments in the Hydrological Sciences in Canada (1995 – 1998): Surface Water – Quantity, Quality and Ecology”. Hydrological Processes, Vol. 14, Pp. 1539 – 1550.
Smith, M., Clarke, D. and El-Askari, K. (1999). “CropWat 4 Windows Version 4.3”. Land and Water Development Division (FAO) Rome, Italy. Retrieved May 01, 2003, from
http://www/fao.org/landandwater/aglw/Cropwat.stm
Spruill, C. A., Workman, S. R. and Taraba, J. L. (2000). Simulation of Daily and Monthly Stream Discharge from Small Watersheds Using the SWAT Model. Transsactions of the ASAE. Vol. 43(6): 1431-1439.
Van Liew, M.W., Arnold, J. G. and Garbrecht, J. D. (2003). “Hydrologic Simulation on Agricultural Watersheds: Choosing between Two Models”. Transactions of the ASAE. Vol. 46, No. 6, Pp. 1539 – 1551.
W.M.O. (1983). Guide to Hydrological Practices 4th Edition, Vol. I: Data Acquisition and Processing. Vol. II: Analysis, Forecasting and Other Applications World Meteorological Organization. No. 168 Geneva Switzerland.
Wilson, E.M. (1990) Engineering Hydrology. 4th Edition. Macmillan Press Ltd., London.