Case Studies
Feb 25, 2021

Temporal Simulation of Sediment Yield Using WEPP Model in Dal Catchment of Temperate Region of Kashmir Valley, India: Case Study

Publication: Journal of Hydrologic Engineering
Volume 26, Issue 5

Abstract

Soil erosion by water is a serious and continuing environmental problem. In the present study the Water Erosion Prediction Project (WEPP) model was used in the Dal catchment to simulate sediment yield. The study was conducted with the objective of calibrating and validating WEPP at the plot scale to examine its suitability for conservation planning. The WEPP model was calibrated using modified input parameters; further, the results were validated using a different data set. The soil erodibility (Kd) and critical shear stress (τc) values vary from 1.70–2.7 and 0.27–0.76 Pa, respectively, for the study area. The average annual sediment yield (hillslope 1 and hillslope 2) was 6.759  tha1 as against the measured value of 5.623  tha1. The modeled values of sediment yield showed a close agreement with field observed values. The model also produced temporal variations of sediment yield on hillslope areas. The correlation coefficients were found to be 0.93 and 0.945, RMSE were 0.065 and 0.06  tha1, and Nash-Sutcliffe efficiency indexes were 0.84 and 0.85 for the validation and calibration periods, respectively. The coefficient of determination (R2) values were found to be 0.89 and 0.90 during calibration and validation of the model, respectively. Results indicated that the WEPP model simulated sediment yield from steep slope conditions and in forest conditions as well. The WEPP model was found to be an effective tool for simulating hydrological and soil erosion processes in watersheds having scarce data.

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Data Availability Statement

All code generated and data used appear in the published article.

Acknowledgments

The authors are highly thankful to the College of Agricultural Engineering Technology, SKUAST- Kashmir for providing data and facilities to conduct the study.

References

Atakora, E. T., N. Kyei-Baffour, E. Ofori, and B. O. Antwi. 2013. “Simulation of sediment transport to Sawah rice fields by applying the water erosion prediction project (WEPP) model to a watershed in Ghana.” J. Soil Sci. Environ. Manage. 4 (3): 46–53. https://doi.org/10.5897/JSSEM12.002.
Baffaut, C., M. A. Nearing, and G. Govers. 1998. “Statistical distributions of soil loss from runoff plots and WEPP model simulations.” Soil Sci. Soc. Am. J. 62 (3): 756–763. https://doi.org/10.2136/sssaj1998.03615995006200030031x.
Bhuyan, S. J., P. K. Kalita, K. A. Janssen, and P. L. Barnes. 2002. “Soil loss predictions with three erosion simulation models.” Environ. Modell. Software 17 (2): 135–144. https://doi.org/10.1016/S1364-8152(01)00046-9.
Brady, N. C. 1984. The nature and properties of soil. New York: Macmillan Book.
Cecilio, R. A., R. Rodriguez, L. Baena, F. Oliveira, F. Pruski, A. Stephan, and J. M. A. Silva. 2004. “Analysis of the RUSLE and WEPP models for a small watershed located in Viçosa, Minas Gerais state, Brazil.” In Proc., 13th Int. Soil Conservation Organization Conf. Honolulu: International Soil Conservation Organization.
Chu, S. T. 1978. “Infiltration during an unsteady rain.” Water Resour. Res. 14 (3): 461–466. https://doi.org/10.1029/WR014i003p00461.
Cochrane, T. A., and D. C. Flanagan. 2003. “Representative hill slope methods for applying the WEPP model with DEMs and GIS.” Trans. Am. Soc. Agric. Eng. 46 (4): 1041–1049. https://doi.org/10.13031/2013.13966.
Covert, S. A., P. R. Robichaud, W. J. Elliot, and T. E. Link. 2005. “Evaluation of runoff prediction from WEPP-based erosion models for harvested and burned forest watersheds.” Trans. Am. Soc. Agric. Eng. 48 (3): 1091–1100. https://doi.org/10.13031/2013.18519.
Dun, S., J. Q. Wu, W. J. Elliot, P. R. Robichaud, D. C. Flanagan, J. R. Frankenberger, R. E. Brown, and A. C. Xu. 2009. “Adapting the water erosion prediction project (WEPP) model for forest applications.” J. Hydrol. 366 (1–4): 46–54. https://doi.org/10.1016/j.jhydrol.2008.12.019.
Eswaran, H., R. Lal, and P. F. Reich. 2001. “Land degradation: An overview.” In Proc., 2nd Int. Conf. on Land Degradation and Desertification, edited by E. M. Bridges, I. D. Hannam, L. R. Oldeman, F. W. T. Pening de Vries, S. J. Scherr, and S. Sompatpanit. New Delhi, India: Oxford Press.
Flanagan, D. C., J. C. Ascough, II, M. A. Nearing, and J. M. Laflen. 2001. “The water erosion prediction project (WEPP) model.” In Chap. 7 in Landscape erosion and evolution modeling, edited by R. S. Harmon and W. W. Doe III, 145–199. New York: Kluwer Academic/Plenum.
Flanagan, D. C., J. E. Gilley, and T. G. Franti. 2007. “Water erosion prediction project (WEPP): Development history, model capabilities, and future enhancements.” Trans. ASABE 50 (5): 1603–1612.
Flanagan, D. C., and M. A. Nearing, eds. 1995. USDA—Water erosion prediction project: Hillslope profile and watershed model documentation. West Lafayette, IN: USDA-ARS National Soil Erosion Research Laboratory.
Foster, G. R., and L. J. Lane. 1987. User requirements: USDA water erosion prediction project (WEPP). West Lafayette, IN: USDA-ARS National Soil Erosion Research Laboratory.
Ganapuram, S., R. Nagarajan, G. C. Sehkar, and V. Balaji. 2015. “Spatio-temporal analysis of droughts in the semi-arid Pedda Vagu and Ookacheti Vagu watersheds, Mahabubnagar District, India.” Arabian J. Geosci. 8 (9): 6911–6929. https://doi.org/10.1007/s12517-014-1696-0.
Goodrich, D., I. Burns, C. Unkrich, D. Semmens, D. Guertin, and M. Hernandez. 2012. “KINEROS2/AGWA: Model use, calibration, and validation.” Trans. Am. Soc. Agric. Eng. 55 (4): 1561–1574.
Han, F., L. Ren, X. Zhang, and Z. Li. 2016. “The WEPP model application in a small watershed in the loess plateau.” PLoS One 11 (3): e0148445. https://doi.org/10.1371/journal.pone.0148445.
Jackson, C. R., J. K. Martin, D. S. Leigh, and L. T. West. 2005. “A southeastern piedmont watershed sediment budget: Evidence for a multimillennial agricultural legacy.” J. Soil Water Conserv. 60 (6): 298–310.
Kalin, L., and M. M. Hantush. 2003. “Assessment of two physically-based watershed models based on their performance of simulating water and sediment movement.” In Proc., 1st Interagency Conf. on Research in the Watersheds, 316–322. Washington, DC: USDA Agricultural Research Service.
Kirnak, H. 2002. “Comparison of erosion and runoff predicted by WEPP and AGNPS models using a geographic information system.” Turk. J. Agric. For. 26 (5): 261–268.
Kumar, R., D. Jhajharia, D. Ram, S. Chand, M. Kumar, and R. M. Shukla. 2012. “Rainwater harvesting in north-western Himalayan region: A case study.” J. Soil Water Conserv. 11 (4): 323–328.
Mein, R. G., and C. L. Larson. 1973. “Modeling infiltration during a steady rain.” Water Resour. Res. 9 (2): 384–394. https://doi.org/10.1029/WR009i002p00384.
Moore, A. D., R. A. McLaughlin, H. Mitasova, and D. E. Line. 2007. “Calibrating WEPP model parameters for erosion prediction on construction sites.” Trans. ASABE 50 (2): 507–516.
Morgan, R. P. C. 1995. Soil erosion and conservation. 2nd ed. London: Longman Group Unlimited.
Mustafa, A., D. Volkmar, and M. Broder. 2014. “Runoff and sediment yield modeling by means of WEPP in the Bautzen dam catchment, Germany.” Environ. Earth Sci. 72 (5): 2051–2063.
Nash, J. E., and J. V. Sutcliffe. 1970. “River flow forecasting through conceptual models. Part 1: A discussion of principles.” J. Hydrol. 10 (3): 282–290. https://doi.org/10.1016/0022-1694(70)90255-6.
Nearing, M. A., L. Deer-Ascough, and J. M. Laflen. 1990. “Sensitivity analysis of the WEPP hill slope profile erosion model.” Trans. Am. Soc. Agric. Eng. 33 (3): 839–849. https://doi.org/10.13031/2013.31409.
Nearing, M. A., G. R. Foster, L. J. Lane, and S. C. Finkner. 1989. “A process-based soil erosion model for USDA-water erosion prediction project technology.” Trans. ASABE 32 (5): 1587–1593. https://doi.org/10.13031/2013.31195.
Nicks, A. D. 1985. “Climate data generation.” In Proc., Natural Resources Modelling Symp., 297–300. West Lafayette, IN: USDA-ARS National Soil Erosion Res Lab.
Pandey, A., V. M. Chowdary, B. C. Mal, and M. Billib. 2009. “Application of the WEPP model for prioritization and evaluation of best management practices in an Indian watershed.” Hydrol. Process. 23 (21): 2997–3005. https://doi.org/10.1002/hyp.7411.
Pieri, L., M. Bittelli, J. Q. Wu, S. Dun, D. C. Flanagan, P. R. Pisa, F. Ventura, and F. Salvatorelli. 2007. “Using the water erosion prediction project (WEPP) model to simulate field-observed runoff and erosion in the Apennines Mountain range, Italy.” J. Hydrol. 336 (1–2): 84–97. https://doi.org/10.1016/j.jhydrol.2006.12.014.
Reddy, M. S. 1999. Theme paper on ‘Water: Vision 2050’, 51–53. Roorkee, India: Indian Water Resources Society.
Renschler, C. S., and J. Harbor. 2002. “Soil erosion assessment tools from point to regional scales: The role of geomorphologists in land management research and implementation.” Geomorphology 47 (2–4): 189–209. https://doi.org/10.1016/S0169-555X(02)00082-X.
Savabi, M. R., D. C. Flanagan, B. Hebel, and B. A. Engel. 1995. “Application of WEPP and GIS-GRASS to a small watershed in Indiana.” J. Soil Water Conserv. 50 (5): 477–483.
Scheidhauer, M., F. Marillier, and D. Dupuy. 2005. “Development of a system for 3D high-resolution seismic reflection profiling on lakes.” Mar. Geophys. Res. 26 (2–4): 183–195. https://doi.org/10.1007/s11001-005-3717-6.
Singh, R. B. 1995. Global environment change perspectives. Boca Raton, FL: CRC Press.
Singh, R. K., R. K. Panda, K. K. Satapathy, and S. V. Ngachan. 2011. “Simulation of runoff and sediment yield from a hilly watershed in the eastern Himalaya, India using the WEPP model.” J. Hydrol. 405 (3–4): 261–276. https://doi.org/10.1016/j.jhydrol.2011.05.022.
Singh, V. P., and D. A. Woolhiser. 2002. “Mathematical modeling of watershed hydrology.” J. Hydrol. Eng. 7 (4): 270–292. https://doi.org/10.1061/(ASCE)1084-0699(2002)7:4(270).
Sorooshian, S., and V. K. Gupta. 1995. “Model calibration.” In Computer models of watershed hydrology, edited by V. P. Singh, 23–63. Highlands Ranch, CO: Water Resources Publications.
Tiscareno-Lopez, M., V. L. Lopes, J. J. Stone, and L. J. Lane. 1993. “Sensitivity analysis of the WEPP watershed model for rangeland applications I: Hillslope processes.” Trans. Am. Soc. Agric. Eng. 36 (6): 1659–1672. https://doi.org/10.13031/2013.28509.
Tiwari, A. K., L. M. Risse, and M. A. Nearing. 2000. “Evaluation of WEPP and its comparison with USLE and RUSLE.” Trans. Am. Soc. Agric. Eng. 43 (5): 1129–1135. https://doi.org/10.13031/2013.3005.
Van Lier, Q. J., G. Sparovek, D. C. Flanagan, E. M. Bloem, and E. Schnug. 2005. “Runoff mapping using WEPP erosion model and GIS tools.” Comput. Geosci. 31 (10): 1270–1276. https://doi.org/10.1016/j.cageo.2005.03.017.
Wachal, D., R. Harmel, K. Banks, and P. Hudak. 2008. “Evaluation of WEPP for runoff and sediment yield prediction on natural cased well sites.” Trans. ASABE 51 (6): 1977–1986.
Weltz, M. A., and A. B. Arslan. 1990. “Water erosion prediction project (WEPP) estimating plant components that are used to simulate soil erosion on rangelands.” In Proc., Int. Symp. on Water Erosion, Sedimentation and Resource Conservation, edited by Y. K. Arora. Dehradun, India: Central Soil and Water Conservation Research and Training Institute.
WEPP (Water Erosion Prediction Project). 2008. National soil erosion research laboratory. West Lafayette, IN: USDS-ARS National Soil Erosion Research Laboratory.
Williams, J. D., S. Dun, D. S. Robertson, J. Q. Wu, E. S. Brooks, D. C. Flanagan, and D. K. McCool. 2010. “WEPP simulations of dryland cropping systems in small drainages of northeastern Oregon.” J. Soil Water Conserv. 65 (1): 22–33. https://doi.org/10.2489/jswc.65.1.22.
Williams, J. R., and A. D. Nicks. 1985. “SWRRB, a simulator for water resources in rural basins: An overview.” In Proc., Natural Resource Modeling Symp., edited by D. G. DeCoursey, 17–22. West Lafayette, IN: USDA-ARS National Soil Erosion Res Lab.
Wischmeier, W. H., and D. D. Smith. 1978. Predicting rainfall erosion losses: A guide to conservation planning. Washington, DC: US Government Printing Office.
Xevi, E., K. Christiaens, A. Espinao, W. Sewnandan, D. Mallants, H. Sorensen, and J. Feyen. 1997. “Calibration, validation and sensitivity analysis of the MIKE-SHE model using the Neuenkirchen catchment: A case study.” Water Resour. Manage. 11 (3): 219–242. https://doi.org/10.1023/A:1007977521604.
Ye, J., F. Qin, Y. Yue, and Y. Zhang. 2012. “The applicability of WEPP in simulating the soil erosion in soft rock region.” [In Chinese.] J. Arid Land Resour. Environ. 26 (7): 132–135.
Yeghiazarian, L. L., M. J. Walker, P. Binning, J. Y. Parlange, and C. D. Montemagno. 2006. “A combined microscopic and macroscopic approach to modeling the transport of pathogenic microorganisms from nonpoint sources of pollution.” Water Resour. Res. 42 (9): 1–17. https://doi.org/10.1029/2005WR004078.
Zhang, J. X., J. Q. Wu, K. Chang, W. J. Elliot, and S. Dun. 2009. “Effects of DEM source and resolution on WEPP hydrologic and erosion simulation: A case study of two forest watersheds in northern Idaho.” Trans. ASABE 52 (2): 447–457. https://doi.org/10.13031/2013.26838.
Zhang, X. C. 2004. “Calibration, refinement, and application of the WEPP model for simulating climatic impact on wheat production.” Trans. Am. Soc. Agric. Eng. 47 (4): 1075–1085. https://doi.org/10.13031/2013.16580.
Zi, T., M. Kumar, and J. Albertson. 2019. “Intercomparing varied erosion, deposition and transport process representations for simulating sediment yield.” Sci. Rep. 9: 12029. https://doi.org/10.1038/s41598-019-48405-9.
Zi, T., M. Kumar, G. Kiely, C. Lewis, and J. Albertson. 2016. “Simulating the spatio-temporal dynamics of soil erosion, deposition, and yield using a coupled sediment dynamics and 3D distributed hydrologic model.” Environ. Modell. Software 83 (Sep): 310–325. https://doi.org/10.1016/j.envsoft.2016.06.004.

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Journal of Hydrologic Engineering
Volume 26Issue 5May 2021

History

Received: Dec 5, 2019
Accepted: Dec 7, 2020
Published online: Feb 25, 2021
Published in print: May 1, 2021
Discussion open until: Jul 25, 2021

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Associate Dean, College of Agricultural Engineering and Technology, Sher-e-Kashmir Univ. of Agriculture Science and Technology of Kashmir, Shalimar Campus, Srinagar, Jammu and Kashmir 190025, India (corresponding author). ORCID: https://orcid.org/0000-0002-8102-0366. Email: [email protected]
Professor, Water Resources Management Centre, National Institute of Technology, Srinagar, Jammu and Kashmir 190006, India. Email: [email protected]
Vijay P. Singh, Dist.M.ASCE [email protected]
Distinguished Professor, Regents Professor and Caroline and William N. Lehrer Distinguished Chair in Water Engineering, Dept. of Biological and Agricultural Engineering, Zachry Dept. of Civil and Environmental Engineering, Texas A&M Univ., College Station, TX 77843. Email: [email protected]

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