Research Article

Application of GIS-based SCS-CN Method for Runoff Estimation in the Kubanni Drainage Basin, Zaria, Nigeria

1 Department of Geography, Nigerian Defence Academy, Kaduna
2 Department of Geography, Ahmadu Bello University, Zaria
* Corresponding author: kennethezenwa14@gmail.com
Published: May, 2022
Pages: 1-12
Views: 16
Downloads: 3

Abstract

The problem of soil erosion and sedimentation of watercourses is becoming widespread due to increasing unwholesome land-use practices and population pressure on the limited landscapes. To ascertain the response of the Kubanni drainage basin to natural and anthropogenic forcing, this study adopted SCS-CN and geospatial technology to estimate the runoff of the Kubanni drainage basin. Some of the unique contributions of this study include the determination of the HSG and SCS-CN for the Kubanni drainage basin as a precondition to estimating runoff in a GIS environment. Satellite images of Landsat OLI for December 2014 and 2018, rainfall data from 2014 to 2018, soil data and DEM of 30-meter resolution were utilized for the study. A maximum likelihood supervised classification method was adopted in processing the satellite images to determine the LULC classes for the Kubanni drainage basin landscape. The LULC classes for the study area include built up area, water, vegetation, farmland and bare land. The SCS-CN values for the sub basins of Goruba, Maigamo, Tukurwa and Malmo were discovered to be 79.724, 76.506, 71.470 and 66.004 respectively, while the average SCS-CN value was found to be 73.426. The volume of runoff for the year 2014, 2015, 2016, 2017 and 2018 were discovered to be 1,435,722.7m 3 , 1,651,498.6m 3 , 1,281,367.5m 3 , 1,051,406.9m 3 and 1,592,346.9m 3 respectively, while the average runoff was found to be 1,402,406.52m 3 year -1 . The model of this study is empirically viable and demonstrates its applicability in investigating watershed runoff due to anthropogenic and climatic forcing.

References

  1. Abdulrahaman, S., Abdulajeez, S., Aruchamy, S., & Jegankumar, R. (2015). Prioritization of Sub Watershed Based on Morphometric Characteristics Using Fuzzy Analytical Hierarchy Process and Geographical Information System – A Study of Kallar Watershed, Tamil Nadu. ELSEVIER - Aquatic Procedia: 4 (1) 1322 – 1330.
  2. Al-Ghobari, H., Dewidar, A., & Alataway, A. (2020). Estimation of surface water runoff for a semi-arid area using RS and GIS-based SCS-CN method. Water, 12(7), 1924.
  3. Aminu, Z. & Jaiyeoba, I. A. (2015). An Assessment of Soil Degradation in Zaria Area, Kaduna State, Nigeria. Ife Research Publications in Geography, 13, 26 – 36.
  4. Bello, A. L. (1973). The morphology of an erosional scarp, South of the Ahmadu Bello University, Zaria. Unpublished B.A. Dissertation, Dept of Geography, Ahmadu Bello University, Zaria.
  5. Bowale, A. R. (2005). The Effect of the Kubanni Dam on the Morphology and Hydraulics of the Upper Kubanni River, Zaria Nigeria. Unpublished M. Sc. Thesis, Dept of Geography, Ahmadu Bello University, Zaria.
  6. Fowler, K., Coxon, G., Freer, J., Peel, M., Wagener, T., Western, A., ... & Zhang, L. (2018). Simulating runoff under changing climatic conditions: A framework for model improvement. Water Resources Research, 54(12), 9812-9832.
  7. Ezenwa, K. O., Iguisi, E. O., Yusuf, Y. O., & Isma;il, M. (2022). A SCS-CN Technique for Geospatial Estimation of Runoff Peak Discharge in the Kubanni Drainage Basin, Zaria, Nigeria. FUDMA Journal of Sciences, 6(1), 314-322.
  8. Goudie, A. S. (Ed). (2004). Encyclopedia of Geomorphology, New York, USA: Routledge Taylor & Francis Group.
  9. Hjelmfelt, A. T., Werner, J., Woodward, D. E., Quan D. Q., Nielsen, R. D., Kluth R., & Moody, H. F. (1998). Estimation of Direct Runoff from Storm Rainfall. In: Woodward, D. E. (2004). Part 630 Hydrology, Natural Resources Conservation Service (NRCS), Washington, DC.
  10. Horton, R.E. (1932). Drainage basin characteristics, Transactions of the American Geophysical Union 13, 350–361.
  11. Iguisi, E.O (1996). Variations of Soil Loss in Two Sub-Basins Near Zaria, Nigeria. Unpublished Ph.D. Thesis, Department of Geography, Ahmadu Bello University, Zaria.
  12. Iguisi, E. O. (1997). "An Assessment of Current Level of Sedimentation of the Kubanni Dam, Savannna, 18, 17-28.
  13. Jackson, G. (1970): Vegetation; Around the City and Nearby Villages of Zaria. In Mortimore, M.J. (eds) (1970). Zaria and Its Region. Occasional paper 4 Department of Geography Ahmadu Bello University, Zaria, 191.
  14. Jaiyeoba, I.A. (1995). Changes in Soil Properties in relation to Different Landuses in Parts of Nigerian SemiArid Savanna, Soil Use and Management 11, 84 - 89.
  15. Lotz, T., Opp, C., & He, X. (2018). Factors of runoff generation in the Dongting Lake basin based on a SWAT model and implications of recent land cover change. Quaternary International, 475, 54-62.
  16. Majidi, A., & Shahedi, K. (2012) Simulation of Rainfall-Runoff Process Using GreenAmpt Method and HEC-HMS Model (Case Study: Abnama Watershed, Iran) International Journal of Hydraulic Engineering, 1(1): 5-9.
  17. McCuen, R. H. (1982). A Guide to Hydrologic Analysis using SCS Methods, Prenticeall Inc., Englewood Cliffs, New Jersey.
  18. Nhamo, L., & Chilonda, P. (2013). Validation of Rainfall-Runoff Model in Catchment with Limited Measured Data in Zimbabwe. International Journal of Water Recourses and Engineering, 5(6), 295 – 303.
  19. Oladipo, E. O. (1985). Characteristics of Thunderstorm in Zaria, Nigeria, Weather, 40, 316.
  20. Ololobou, Y. P. S. (1982). Some Aspects of River Channel Morphology in the Zaria Area of Northern Nigeria, Unpublished Ph.D. Thesis, Dept. of Geography, Ahmadu Bello University, Zaria.
  21. SCS (1964). National Engineering Handbook, Section 4: Hydrology, Soil Conservation Service, USDA, Washington, D.C.
  22. SCS (1972). National Engineering Handbook, Section 4: Hydrology, Soil Conservation Service, Washington, D.C, USDA.
  23. Sharma, P. J., Patel, P., & Jothiprakash, V. (2019). Assessment of variability in runoff coefficients and their linkages with physiographic and climatic characteristics of two contrasting catchments. Journal of Water and Climate Change, 10(3), 464-483.
  24. Shehu,J., Yusuf, Y. O. & Isa, B. K. (2016). Dissolved Sediment Delivery by the Samaru Stream into Kubanni Reservoir of Ahmadu Bello University Zaria, Nigeria Journal of Natural Sciences Research (Online) 6(8).
  25. Scharffenberg, W. (2015). Hydrologic Modelling System User's Manual, Version 4.1. California, USACE.
  26. Shrestha, S., Cui, S., Xu, L., Wang, L., Manandhar, B., & Ding, S. (2021). Impact of Land Use Change Due to Urbanization on Surface Runoff Using GIS-Based SCS–CN Method: A Case Study of Xiamen City, China. Land, 10(8), 839.
  27. USDA (1986). Urban Hydrology for Small Watersheds. Technical Release No. 55. (2nd ed.) Washington, D.C.
  28. Vaezi, A.R. H. A. Bahrami H.A., Sadeghi, S.H.R. & Mahdian, M.H. (2010). Modeling relationship between runoff and soil properties in dry-farming lands, NW Iran, Hydrol. Earth Syst. Sci. Discuss., 7, 2577–2607.
  29. Viji, R., Rajesh P. P., & Ilangovan R. (2015) GIS Based SCS - CN Method for Estimating Runoff in Kundahpalam Watershed, Nilgries District, Tamilnadu. Earth Sci. Res. J., 19(1), 59- 64.
  30. Wright and Mc Curry, (1970). Geology and Geormorphology In: Moretimore, M.J. (Ed). Zaria and its Region. Department of Geography, Ahmadu Bello University, Zaria.
  31. Yosef, B. A. & Asmamaw, D. K. (2015). Rain harvesting: An option for dry land agriculture in arid and semi-arid Ethiopia. International Journal of Water Resources and Environmental Engineering. 7(2), 17 – 28.
  32. Yusuf, Y. O. (2013) Sediment Delivery into the Kubanni Reservoir, Ahmadu Bello University, Zaria. Unpublished Ph.D Thesis, Dept of Geography,Ahmadu Bello University, Zaria.
How to Cite

Ezenwa, K. O., Iguisi, E. O., Yusuf, Y. O., & Isma'il, M. (2022). Application of GIS-based SCS-CN Method for Runoff Estimation in the Kubanni Drainage Basin, Zaria, Nigeria. Journal of Geospatial Science and Technology, 3(1), 1-12. https://doi.org/10.54222/jgst.2022.v92aaf8p

K. O. Ezenwa, E. O. Iguisi, Y. O. Yusuf, and M. Isma'il, "Application of GIS-based SCS-CN Method for Runoff Estimation in the Kubanni Drainage Basin, Zaria, Nigeria," Journal of Geospatial Science and Technology, vol. 3, no. 1, pp. 1-12, May 2022. doi: 10.54222/jgst.2022.v92aaf8p

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