The Relationship between Land Use Change and Runoff
Authors: Thanutch Sukwimolseree, Preeyaphorn Kosa
Abstract:
Many problems are occurred in watershed due to human activity and economic development. The purpose is to determine the effects of the land use change on surface runoff using land use map on 1980, 2001 and 2008 and daily weather data during January 1, 1979 to September 30, 2010 applied to SWAT. The results can be presented that the polynomial equation is suitable to display that relationship. These equations for land use in 1980, 2001 and 2008 are consisted of y = -0.0076x5 + 0.1914x4–1.6386x3 + 6.6324x2–8.736x + 7.8023(R2 = 0.9255), y = -0.0298x5 + 0.8794x4 - 9.8056x3 + 51.99x2 - 117.04x + 96.797; (R2 = 0.9186) and y = -0.0277x5 + 0.8132x4 - 8.9598x3 + 46.498x2–101.83x +81.108 (R2 = 0.9006), respectively. Moreover, if the agricultural area is the largest area, it is a sensitive parameter to concern surface runoff.
Keywords: Land use, Runoff, SWAT, Upper Mun River Basin.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1093269
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2368References:
[1] V. K. Arora, "The use of the aridity index to assess climate change effect on annual runoff” J. Hydrol., vol. 265, pp. 164–177, August 2002.
[2] P. Petchprayoon, P. D. Blanken, C. Ekkawatpanit and K. Hussein, "Hydrological impacts of land use/land cover change in a large river basin in central-nortnern Thailand” Int. J. Clim., vol. 30, pp. 1917–1930, November 2010.
[3] A. Bronstert, D. Niehoff and G. Bürger, "Effects of climate and land-use change on storm runoff generation, pp. Present knowledge and modelling capabilities” Hydrolog. Process., vol. 16, pp. 509–529, February 2002.
[4] Y. Hundecha and A. Bárdossy, "Modeling the effect of land use changes on the runoff generation of a river basin through parameter regionalization of a watershed model” J. Hydrol., vol. 292, pp. 281–295, June 2004.
[5] I. Mohamad and M. Markus, "Impacts of urbanization and climate variability on floods in northeastern Illinois” J. Hydrol. Eng., vol. 14(6), pp. 606–616, June 2009.
[6] N. Sriwongsitanon and W. Taesombat, "Effects of land cover on runoff coefficient” J. Hydrol., vol. 410, pp. 226–238, November 2011.
[7] J. G. Arnold, R. Srinivasan, R. S. Muttiah and J. R. Williams, "Large area hydrologic modeling and assessment. Part I, pp. Model development” J. Am. Water Resour. Assoc., vol. 34, pp. 73–89, February 1998.
[8] K.C. Abbaspour, J. Yang, I. Maximov, R. Siber, K. Bogner, J. mieleitner, J. Zobrist, and R. Srinivasan, "Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT” J. Hydrol, vol 333, pp. 413–430, January 2007.
[9] R. G. Allen, M. E.Jensen, J. L. Wright and R. D. Burman, "Operational estimates of reference evapotranspiration” Agron. J., vol 81, pp. 650–662, July 1989.
[10] J. R. Williams, C. A. Jones and P. T. Dyke, "A modeling approach to determining the relationship between erosion and soil productivity” Trans. ASAE., vol. 27(1), pp. 129–144, January 1984.
[11] J. R. Williams, A. D. Nicks and J. G. Arnold, "Simulator for water resources in rural basins” J. Hydraul. Eng., vol. 111, pp. 970–986, June 1985.
[12] R. A. Leonard, W. G. Knisel and D. A. Still, "Groundwater loading effects on agricultural management systems” Trans. ASAE., vol. 30, pp. 1403–1428, August 1987.
[13] J. G. Arnold and P. M. Allen, "Estimating hydrologic budgets for three Illinois watersheds” J. Hydrol., vol. 176, pp. 57–77, March 1996.
[14] J. Schuol, K.C. Abbaspour, R. Srinivasan and H. Yang, "Estimation of freshwater availability in the West African sub-continent using the SWAT hydrologic model” J. Hydrol., vol. 352, pp. 30–49, April 2008.
[15] Soil Conservation Service. "Soil survey of story country, Iowa”. USDA-SCS, Washington, DC. 1984.
[16] V.Chaplot. "Impact of DEM mesh size and soil map scale on SWAT runoff, sediment, and NO3-N loads predictions” J. Hydrol.,vol. 312, pp.207-222. October 2005.
[17] J. G. Arnold, R. S. Muttiah, R. Srinivasan and P. M. Allen, "Regional estimation of base floe and groundwater recharge in the upper Mississippi basin” J. Hydrol., vol. 227, pp. 21–40, January 2000.
[18] B. L. Benham, C. Baffaut, R. W. Zeckoski, K. R. Mankin, Y. A. Pachepsky, A. M. Sadeghi, K. M. Brannan, M. L. Soupir, and M. J. Habersack, "Modeling Bacteria fate and transport in watershed model to support TMDLs” Trans. ASABE., vol. 49, pp. 987–1002, July 2006.
[19] M. Cerucci and J. M. Conrad, "The use of binary optimization and hydrologic models to form riparian buffers” J. Am. Water Resour. Assoc., vol. 39, pp. 1167–1180, October 2003.
[20] V. Chaplot, A. Saleh, D. B. Jaynes, and J. Arnold, "Predicting water, sediment, and NO3-N loads under scenarios of land-use and management practices in a flat watershed” Water Air Soil Pollut., vol. 154, pp. 271–293, May 2004.
[21] T. W. Chu and A. Shirmohammadi, "Evaluation of the SWAT model’s hydrology component in the Piedmont physiographic region of Maryland” Trans. ASAE., vol. 47, pp. 1057–1073, July 2004.
[22] M. W. Gitau, T. L. Veith and W. J. Gburek, "Farm-level optimization of BMP placement for cost-effective pollution reduction” Trans. ASAE., vol. 47(6), pp. 1923–1931, August 2004.
[23] M. Jha, J. G. Arnold, P. W. Gassman, F. Giorgi and R. Gu, "Climate change sensitivity assessment on upper Mississippi river basin steamflows using SWAT” J. Am. Water Resour. Assoc., vol. 42(4), pp. 997–1015, August 2006.
[24] L. Kalin and M. H. Hantush, "Hydrologic modeling of an eastern Pennsylvania watershed with NEXRAD and rain gauge data” J. Hydrol. Eng., vol. 11, pp. 555–569, November 2006.
[25] S. Jurgen, K. C. Abbaspour, R. Srinivasan and H. Yang, "Estimation of freashwater availability in the West African sub-continent using the SWAT hydrologic model” J. Hydrol., vol. 352, pp. 30–49, April 2008.