Analysis of the Relationship between Soil Erosion Risk and Surplus Floodwater during Flood Season
Publication: Journal of Hydrologic Engineering
Volume 19, Issue 7
Abstract
Soil erosion can lead to an increase in the concentration of sediment in the runoff and the surplus floodwater during flood season, which increases the likelihood of a flood disaster. To analyze the relationship between the risk of soil erosion and the surplus floodwater during flood season, a case study of the Jinghe River Basin located in the middle Loess Plateau of China was performed. A measure of the soil erosion risk was presented, which combined the five factors in universal soil loss equation (USLE) with information entropy theory. The results show that the northern watershed features both high and severe levels of soil erosion risk, especially the watershed controlled by the Qingyang (QY) station, whereas the risk level is low or slight in the southern Jinghe basin, the Ziwuling Mountains in the east, and the Liupanshan Mountains in the west. Compared with the USLE, the measure can better reflect the spatial distribution of soil erosion risk and identify the areas corresponding to different soil erosion levels. Data for the sediment yield rate from 37 subbasins also prove the correctness of the measure. The results from a sensitivity analysis indicate that the same amount of factor variability led to a larger soil erosion risk increment in 1986, followed by those of 2000 and 1995. The magnitude of the influences of the , , , and factors on the soil erosion risk features a descending order of . The regression analysis reveals a statistically significant linear relationship between the coefficient of surplus floodwater and the level of soil erosion risk. The higher level of soil erosion risk can cause more surplus floodwater downstream when the sediment concentration is smaller than the limit of the sediment concentration for river water use. The limit also has important influences on the amount of surplus floodwater during flood season.
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Acknowledgments
This study was supported by grants from the National Natural Science Foundation of China (Nos. 51109103, 41001154), the China Postdoctoral Science Foundation (No. 20110490862), and the Fundamental Research Funds for the Central Universities of China (No. lzujbky-2012-139). The authors gratefully acknowledge this support. They also wish to thank the China Scholarship Council (CSC) for supporting this one-year visiting program and to Prof. Rao S. Govindaraju and Prof. Venkatesh Merwade for allowing them to conduct this research at School of Civil Engineering, Purdue Univ., West Lafayette, IN.
References
Al-Hamdan, O. Z., and Cruise, J. F. (2010). “Soil moisture profile development from surface observations by principle of maximum entropy.” J. Hydrol. Eng., 327–337.
Al-Mashreki, M. H., Akhir, J. B. M., Rahim, S. A., Md. Desa, K., Lihan, T., and Haider, A. R. (2011). “GIS-based sensitivity analysis of multi-criteria weights for land suitability evaluation of sorghum crop in the Ibb Governorate, Republic of Yemen.” J. Basic Appl. Sci. Res., 1(9), 1102–1111.
Amore, E., Modica, C., Nearing, M. A., and Santoro, V. C. (2004). “Scale effect in USLE and WEPP application for soil erosion computation from three Sicilian basins.” J. Hydrol., 293(1–4), 100–114.
Apaydin, H., Erpul, G., Bayramin, I., and Gabriels, D. (2006). “Evaluation of indices for characterizing the distribution and concentration of precipitation: A case for the region of Southeastern Anatolia Project, Turkey.” J. Hydrol., 328(3–4), 726–732.
Balamurugan, G. (1991). “Sediment balance and delivery in a humid tropical urban river basin: The Kelang River, Malaysia.” Catena, 18(3–4), 271–287.
Bayramin, I., Erpul, G., and Erdogan, H. E. (2006). “Use of CORINE methodology to assess soil erosion risk in the semi-arid area of Beypazari, Ankara.” Turk. J. Agric. For., 30(2), 81–100.
Boardman, J., and Poesen, J. (2006). “Soil erosion in Europe: Major processes, causes and consequences.” Soil erosion in Europe, J. Boardman and J. Poesen, eds., Wiley, Chichester, U.K.
Boardman, J., Shepheard, M. L., Walker, E., and Foster, I. D. L. (2009). “Soil erosion and risk-assessment for on- and off-farm impacts: A test case using the Midhurst area, West Sussex, UK.” J. Environ. Manage., 90(8), 2578–2588.
Boellstorff, D., and Benito, G. (2005). “Impacts of set-aside policy on the risk of soil erosion in central Spain.” Agr. Ecosyst. Environ., 107(2–3), 231–243.
Cai, C. F., Ding, S. W., Shi, Z. H., Huang, L., and Zhang, G. Y. (2000). “Study of applying USLE and geographical information system IDRISI to predict soil erosion in small watershed.” J. Soil Water Conserv., 14(2), 19–24 (in Chinese).
Cantón, Y., Domingo, F., Solé-Benet, A., and Puigdefábregas, J. (2001). “Hydrological and erosion response of a badlands system in semiarid SE Spain.” J. Hydrol., 252(1–4), 65–84.
Cheng, C. T., and Chau, K. W. (2004). “Flood control management system for reservoirs.” Environ. Model. Software, 19(12), 1141–1150.
Chinese Ministry of Water Resources (CMWR). (2002). Technical details for national integrated water resources planning, Beijing (in Chinese).
Chinese Ministry of Water Resources (CMWR). (2008). Standards for classification and gradation of soil erosion (SL 190-2007), Beijing (in Chinese).
Chiu, C. L., Jin, W., and Chen, Y. C. (2000). “Mathematical models of distribution of sediment concentration.” J. Hydraul. Eng., 16–23.
Committee of National Atlas Editorial Board in China (CNAEB). (1965). Soil maps of major regions of China (the southern part of the Loess Plateau), Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing.
Fu, B., Liu, Y., Lu, Y., He, C., Zeng, Y., and Wu, B. (2011). “Assessing the soil erosion control service of ecosystems change in the Loess Plateau of China.” Ecol. Complexity, 8(4), 284–293.
Fu, G., Chen, S., and McCool, D. K. (2006). “Modelling the impacts of no-tillage practices on soil erosion and sediment yield with RUSLE, SEDD and ArcView GIS.” Soil Tillage Res., 85(1–2), 38–49.
Fu, G. B. (2005). “Modeling water availability and its response to climatic change for the Spokane River watershed.” Doctoral dissertation, Washington State Univ., Pullman, WA.
General Institute of Water Resources, and Hydropower Planning, and Design (GIWRHPD), and Chinese Ministry of Water Resources. (2004). Estimation methods for available water resources in China (trial implementation), Beijing (in Chinese).
Gobin, A., et al. (2004). “Indicators for pan-European assessment and monitoring of soil erosion by water.” Environ. Sci. Policy, 7(1), 25–38.
Han, M., Yang, X. Y., Liu, Y., and Du, H. (2010). “The research progress of ecological water requirement in China and abroad.” Int. Conf. on Ecological Informatics and Ecosystem Conservation (ISEIS 2010), Beijing, China, 1904–1911.
Hrissanthou, V. (2005). “Estimate of sediment yield in a basin without sediment data.” Catena, 64(2–3), 333–347.
Jasrotia, A. S., and Singh, R. (2006). “Modeling runoff and soil erosion in a catchment area, using the GIS, in the Himalayan region, India.” Environ. Geol., 51(1), 29–37.
Kefi, M., Yoshino, K., and Setiawan, Y. (2012). “Assessment and mapping of soil erosion risk by water in Tunisia using time series MODIS data.” Paddy Water Environ., 10(1), 59–73.
Kinnel, P. I. A. (2005). “Why the universal soil loss equation and the revised version of it do not predict event erosion well.” Hydrol. Process., 19(3), 851–854.
Krasa, J., Dostal, T., Van Rompaey, A., Vaska, J., and Vrana, K. (2005). “Reservoirs’ siltation measurments and sediment transport assessment in the Czech Republic: The Vrchlice catchment study.” Catena, 64(2–3), 348–362.
Laflen, J. M., and Moldenhauer, W. C. (2003). “Pioneering soil erosion prediction: The USLE story.”, World Association of Soil and Water Conservation (WASWC), Beijing, China.
Li, S., Lobb, D. A., Lindstrom, M. J., and Farenhorst, A. (2007). “Tillage and water erosion on different landscapes in the northern North American Great Plains evaluated using technique and soil erosion models.” Catena, 70(3), 493–505.
Li, X. G., and Wei, X. (2011). “Soil erosion analysis of human influence on the controlled basin system of check dams in small watersheds of the Loess Plateau, China.” Expert Syst. Appl., 38(4), 4228–4233.
Li, X. G., Wei, X., and Huang, Q. (2012). “Comprehensive entropy weight observability–controllability risk analysis and its application to water resource decision-making.” Water SA, 38(4), 573–579.
Li, X. G., Wei, X., Wang, N. A., and Cheng, H. Y. (2011). “Maximum grade approach to surplus floodwater of hyperconcentration rivers in flood season and its application.” Water Resour. Manage., 25(10), 2575–2593.
Li, X. X., and Ni, J. R. (2009). “Spatial similarity between soil erosion and its influencing factors based on information entropy theory.” Progress Geogr., 28(2), 161–166.
Li, Y. H. (2006). “Water saving irrigation in China.” Irrig. Drain., 55(3), 327–336.
Lincoln, T. (2007). “Flood of data.” Nature, 447(7143), 393.
Liu, L., and Liu, X. H. (2010). “Sensitivity analysis of soil erosion in the northern Loess Plateau.” Int. Conf. on Ecological Informatics and Ecosystem Conservation (ISEIS 2010), Beijing, China, 134–148.
Lu, D., Li, G., Valladares, G. S., and Batistella, M. (2004). “Mapping soil erosion risk in Rondônia, Brazilian Amazonia: using RUSLE, remote sensing and GIS.” Land Degradation Develop., 15(5), 499–512.
Luo, H., and Singh, V. P. (2011). “Entropy theory for two-dimensional velocity distribution.” J. Hydrol. Eng., 303–315.
Ma, Q., Yu, X. X., Lü, G. A., and Liu, Q. J. (2012). “The changing relationship between spatial pattern of soil erosion risk and its influencing factors in Yimeng mountainous area, China 1986–2005.” Environ. Earth Sci., 66(5), 1535–1546.
Mihara, M., Yamamoto, N., and Ueno, T. (2005). “Application of USLE for the prediction of nutrient losses in soil erosion processes.” Paddy Water Environ., 3(2), 111–119.
Mays, D. C., Faybishenko, B. A., and Finsterle, S. (2002). “Information entropy to measure temporal and spatial complexity of unsaturated flow in heterogeneous media.” Water Resour. Res., 38(12), 1313–1323.
Millward, A. A., and Mersey, J. E. (1999). “Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed.” Catena, 38(2), 109–129.
Mishra, A. K., Özger, M., and Singh, V. P. (2009). “An entropy-based investigation into the variability of precipitation.” J. Hydrol., 370(1–4), 139–154.
Moore, I. D., and Burch, G. J. (1986b). “Physical basis of the length–slope factor in the Universal Soil Loss Equation.” Soil Sci. Soc. Am. J., 50(5), 1294–1298.
Moore, I. D., and Burch, G. J. (1986a). “Modeling erosion and deposition: Topographic effects.” Trans. ASABE, 29(6), 1624–1630.
Ozcan, A. U., Erpul, G., Basaran, M., and Erdogan, H. E. (2008). “Use of USLE/GIS technology integrated with geostatistics to assess soil erosion risk in different land uses of Indagi Mountain Pass-Çankırı, Turkey.” Environ. Geol., 53(8), 1731–1741.
Park, S., Oha, C., Jeon, S., Jung, H., and Choi, C. (2011). “Soil erosion risk in Korean watersheds, assessed using the revised universal soil loss equation.” J. Hydrol., 399(3–4), 263–273.
Prasannakumar, V., Shiny, R., Geetha, N., and Vijith, H. (2011). “Spatial prediction of soil erosion risk by remote sensing, GIS and RUSLE approach: A case study of Siruvani river watershed in Attapady valley, Kerala, India.” Environ. Earth Sci., 64(4), 965–972.
Prasannakumar, V., Vijith, H., Abinod, S., and Geetha, N. (2012). “Estimation of soil erosion risk within a small mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology.” Geosci. Front., 3(2), 209–215.
Rapp, J. F., Lopes, V. L., and Renard, K. G. (2001). “Comparing soil erosion estimates from RUSLE and USLE on natural runoff plots.” Proc. Int. Symp. Soil Erosion Research for the 21st Century, American Society Agricultural Engineers, St. Joseph, MI, 24–27.
Renard, K. G., Foster, G. R., Weesies, G. A., McCool, D. K., and Yoder, D. C. (1997). “Predicting soil erosion by water: A guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE).” Agriculture handbook, Vol. 703, U.S. Dept. of Agriculture, Washington, DC, 1–251.
Renschler, C. S., Mannaerts, C., and Diekkrüger, B. (1999). “Evaluating spatial and temporal variability in soil erosion risk-rainfall erosivity and soil loss ratios in Andalusia, Spain.” Catena, 34(3–4), 209–225.
Risse, L. M., Nearing, M. A., Nicks, A. D., and Laflen, J. M. (1993). “Error assessment in the Universal Soil Loss Equation.” Soil Sci. Soc. Am. J., 57(3), 825–833.
Roughani, M., Ghafouri, M., and Tabatabaei, M. (2007). “An innovative methodology for the prioritization of sub-catchments for flood control.” Int. J. Appl. Earth Obs. Geoinf., 9(1), 79–87.
Samanta, B., and Roy, T. K. (2005). “Multiobjective entropy transportation model with trapezoidal fuzzy number penalties, sources, and destinations.” J. Transp. Eng., 419–428.
Schiettecatte, W., et al. (2008). “Influence of land use on soil erosion risk in the Cuyaguateje watershed (Cuba).” Catena, 74(1), 1–12.
Shannon, C. E., and Weaver, W. (1948). The mathematical theory of communication, University of Illinois Press, Urbana, IL.
Shrestha, D. P., Yazidhi, B., and Teklehaimanot, G. (2004). “Assessing soil losses using erosion models and terrain parameters: A case study in Thailand.” Proc., 25th Asian Conf. on Remote Sensing, Geo-Informatics and Space Technology Development Agency (GISTDA), Chiang Mai, Thailand, 1093–1098.
Singh, V. P. (1997). “The use of entropy in hydrology and water resources.” Hydrol. Process., 11(6), 587–626.
Singh, V. P. (2011). “Hydrologic synthesis using entropy theory: Review.” J. Hydrol. Eng., 421–433.
Singh, V. P., and Krstanovic, P. F. (1987). “A stochastic model for sediment yield using the principle of maximum entropy.” Water Resour. Res., 23(5), 781–793.
Sonuga, J. O. (1972). “Principle of maximum entropy in hydrologic frequency analysis.” J. Hydrol., 17(3), 177–191.
Sonuga, J. O. (1976). “Entropy principle applied to the rainfall-runoff process.” J. Hydrol., 30(1–2), 81–94.
Suo, A. N., Wang, X. Z., Hu, Y. Z., Xiong, Y., Bi, X. L., and Ge, J. P. (2006). “DCCA order applied in environment explaining of watershed runoff on Loess Plateau.” Scientia Geographica Sinica, 26(2), 205–210 (in Chinese).
Šúri, M., Cebecauer, T., Hofierka, J., and Fulajtár, E. (2002). “Soil erosion assessment of Slovakia at a regional scale using GIS.” Ecology (Bratislava), 21(4), 404–422.
Tang, K. L. (2004). Soil and water conservation in China, China Science Press, Beijing (in Chinese).
Terranova, O., Antronico, L., Coscarelli, R., and Iaquinta, P. (2009). “Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: An application model for Calabria (southern Italy).” Geomorphology, 112(3–4), 228–245.
Upper, and Middle Yellow River Bureau (UMYRB), and Yellow River Conservancy Commission of the Chinese Ministry of Water Resources. (2000). Effects analysis on water and sediment reduction of soil and water conservation measures in Jinghe River Basin, Xifeng, Gansu Province, China (in Chinese).
Volk, M., Möller, M., and Wurbs, D. (2010). “A pragmatic approach for soil erosion risk assessment within policy hierarchies.” Land Use Policy, 27(4), 997–1009.
Wang, G., Gertner, G., Fang, S., and Anderson, A. B. (2003). “Mapping multiple variables for predicting soil loss by geostatistical methods with TM images and a slope map.” Photogramm. Eng. Remote Sens., 69(8), 889–898.
Wang, X. L., Sun, Y. F., Song, L. G., and Mei, C. S. (2009a). “An eco-environmental water demand based model for optimising water resources using hybrid genetic simulated annealing algorithms. Part I: Model development.” J. Environ. Manage., 90(8), 2628–2635.
Wang, X. L., Sun, Y. F., Song, L. G., and Mei, C. S. (2009b). “An eco-environmental water demand based model for optimising water resources using hybrid genetic simulated annealing algorithms. Part II: Model application and results.” J. Environ. Manage., 90(8), 2612–2619.
Wei, W., Chen, L., Fu, B., and Chen, J. (2010). “Water erosion response to rainfall and land use in different drought-level years in a loess hilly area of China.” Catena, 81, 24–31.
Wei, X., Li, Z. B., Li, X. G., and Shen, B. (2007). “Response research on the relationship between depositing sediment and erosive rainfall based on grey correlation analysis.” J. Nat. Resour., 22(5), 842–850 (in Chinese).
Wischmeier, W. H., and Smith, D. D. (1958). “Rainfall energy and its relationship to soil loss.” Trans. Am. Geophys. Union, 39(2), 285–291.
Wischmeier, W. H., and Smith, D. D. (1965). “Predicting rainfall erosion losses from cropland east of the Rocky Mountains.” Agricultural Handbook No. 282, Agricultural Research Service, U.S. Dept. of Agriculture, Purdue Agricultural Experiment Station, West Lafayette, IN.
Wischmeier, W. H., and Smith, D. D. (1978). “Predicting rainfall erosion losses—A guide to conservation planning with the universal soil loss equation (USLE).” Agriculture Handbook No. 537, U.S. Dept. of Agriculture, Springfield, IL.
Wu, Q., and Wang, M. Y. (2007). “A framework for risk assessment on soil erosion by water using an integrated and systematic approach.” J. Hydrol., 337(1–2), 11–21.
Xin, Z., Yu, X., Li, Q., and Lu, X. X. (2011). “Spatiotemporal variation in rainfall erosivity on the Chinese Loess Plateau during the period 1956–2008.” Reg. Environ. Change, 11(1), 149–159.
Xiong, W., et al. (2009). “Future cereal production in China: The interaction of climate change, water availability and socio-economic scenarios.” Glob. Environ. Change, 19(1), 34–44.
Yang, S. Q., Chen, Y. N., and Wang, A. S. (2003). “Dynamic mechanism of flood disaster on the basis of chaotic theory.” J. Graduate School Chinese Acad. Sci., 20(4), 446–451.
Yao, S. P., Guo, Z. L., Ren, J., Wang, S. W., and Liu, H. (2005). “On calculation of amount of available surface water.” J. Zhejiang Univ. (Agric. Life Sci.), 31(4), 479–482 (in Chinese).
Yu, H. Y., Feng, L., and Yu, R. (2003). “Pansystems GuanKong technology and information quantization.” Int. J. Syst. Cybern., 32(5), 905–911.
Zhang, C. S., Xie, G. D., Liu, C. L., and Lu, C. X. (2011). “Assessment of soil erosion under woodlands using USLE in China.” Front. Earth Sci., 5(2), 150–161.
Zhang, K. L., Shu, A. P., Xu, X. L., Yang, Q. K., and Yu, B. (2008). “Soil erodibility and its estimation for agricultural soils in China.” J. Arid. Environ., 72(6), 1002–1011.
Zheng, Z. K. (2003). “The characteristics of storm floods in Jinghe River Basin.” Hydrology, 23(5), 57–60 (in Chinese).
Zhou, P., Luukkanen, O., Tokola, T., and Nieminen, J. (2008). “Effect of vegetation cover on soil erosion in a mountainous watershed.” Catena, 75(3), 319–325.
Zhou, W. F., and Wu, B. F. (2008). “Assessment of soil erosion and sediment delivery ratio using remote sensing and GIS: A case study of upstream Chaobaihe River catchment, north China.” Int. J. Sediment Res., 23(2), 167–173.
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Published In
Journal of Hydrologic Engineering
Volume 19 • Issue 7 • July 2014
Pages: 1294 - 1311
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© 2013 American Society of Civil Engineers.
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Received: Nov 20, 2012
Accepted: Sep 19, 2013
Published online: Sep 21, 2013
Discussion open until: Feb 21, 2014
Published in print: Jul 1, 2014
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