Land Use and Land Cover Impact on Probable Maximum Flood and Sedimentation for Artificial Reservoirs: Case Study in the Western United States
Publication: Journal of Hydrologic Engineering
Volume 21, Issue 2
Abstract
Unanticipated peak inflows that can exceed the inflow design flood (IDF) for spillways and result in possible storage loss in reservoirs from increased sedimentation rates lead to a greater risk for downstream floods. Probable maximum precipitation (PMP) and probable maximum flood (PMF) are mostly used to determine IDF. Any possible change of PMP and PMF resulting from future land use and land cover (LULC) change therefore requires a methodical investigation. However, the consequential sediment yield resulting from altered precipitation and flow patterns into the reservoir has not been addressed in literature. Thus, this study aims to determine the combined impact of a modified PMP on PMF and sediment yield for an artificial reservoir. The Owyhee Dam of the Owyhee River watershed (ORW) in Oregon is selected as a case study area for understanding the impact of LULC change on PMF and sedimentation rates. Variable infiltration capacity (VIC) is used for simulating streamflow (PMF) and the revised universal soil loss equation (RUSLE) to estimate sediment yield over ORW as a result of change in precipitation intensity and LULC. Scenarios that represent pre-Owyhee Dam (pre-dam) and post-Owyhee Dam (post-dam; nonirrigation, control) are used to simulate PMF’s and consequential sediment yield. Peak PMF result for pre-dam scenarios increased by 26 (1%) and (3%) from the nonirrigation and control scenario, respectively. Considering only LULC change, sediment yield decreased over ORW owing to the transformation of LULC from grassland to shrubland (from the pre-dam period to the post-dam years). However, increase in precipitation intensity caused a significant (0.1% storage loss over a 21-day storm period) increase in sediment yield primarily resulting from reservoir sedimentation. This study underscores the need to consider the future impact of LULC change on IDF calculation and sedimentation rates for more robust reservoir operations and planning.
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Acknowledgments
The first author is supported by the grant from NASA Earth System Science (NESS) Fellowship Program (NNX13AN73H).
References
Ackerman, K. V., Mixon, D. M., Sundquist, E. T., Stallard, R. F., Schwarz, G. E., and Stewart, D. W. (2009). “RESIS—An updated version of the original reservoir sedimentation survey information system (RESIS) database.” U.S. Geological Survey, Reston, VA.
Altinbilek, D. (2002). “The role of dams in development.” Int. J. Water Resour. Dev., 18(1), 9–24.
Barnston, A. G., and Schickedanz, P. T. (1984). “The effect of irrigation on warm season precipitation in the southern great plains.” J. Clim. Appl. Meteorol., 23(6), 865–888.
Bartsch, K. P., Van Miegroet, H., Boettinger, J., and Dobrowolski, J. P. (2002). “Using empirical erosion models and GIS to determine erosion risk at Camp Williams, Utah.” J. Soil Water Conserv., 57(1), 29–37.
Benaman, J., Showmaker, C. A., and Haith, D. A. (2005). “Calibration and validation of soil and water assessment tool on an agricultural watershed in upstate New York.” J. Hydrol. Eng., 363–374.
Biswas, A. K. (2004). “Dams: Cornucopia or disaster?” Int. J. Water Res. Dev., 20(1), 3–14.
Biswas, A. K., and Tortajada, C. (2001). “Development and large dams: A global perspective.” Int. J. Water Resour. Dev., 17(1), 9–21.
Brune, G. M. (1953). “Trap efficiency of reservoirs.” Trans. Am. Geophys. Union, 34(3), 407–418.
Charlson, R. J. (1992). “Climate forcing by anthropogenic aerosols.” Science, 255(5043), 423–430.
Cotton, W. R., and Pielke Sr., R. A. (2007). Human impacts on weather and climate, 2nd Ed., Cambridge University Press, New York.
DeAngelis, A., Dominguez, F., Fan, Y., Robock, A., Kustu, M. D., and Robinson, D. (2010). “Evidence of enhanced precipitation due to irrigation over the great plains of the United States.” J. Geophys. Res. Atmos., 115(D15), 1984–2012.
Delworth, T., and Manabe, S. (1989). “The influence of soil wetness on near-surface atmospheric variability.” J. Clim., 2(12), 1447–1462.
Dendy, F. E., and Bolton, G. C. (1976). “Sediment yield-runoff-drainage area relationships in the United States.” J. Soil Water Conserv, 32, 264–266.
Douglas, E. M., and Fairbank, C. A. (2011). “Is precipitation in northern New England becoming more extreme? Statistical analysis of extreme rainfall in Massachusetts, New Hampshire, and Maine and updated estimates of the 100-year storm.” J. Hydrol. Eng., 203–217.
Entekhabi, D., Rodriguez-Iturbe, I., and Bras, R. L. (1992). “Variability in large-scale water balance with land surface-atmosphere interaction.” J. Clim., 5(8), 798–813.
FEMA. (2004). “Federal guidelines for dam safety, selecting and accommodating inflow design flood for dams.” Interagency Committee on Dam Safety, Washington, DC.
Fry, J., et al. (2011). “Completion of the 2006 national land cover database for the conterminous United States.” Photogramm. Eng. Remote Sens., 77(9), 858–864.
Gesch, D., Evans, G., Mauck, J., Hutchinson, J., and Carswell Jr., W. J. (2009). “The National map-elevation.” U.S. Geological Survey, Denver, CO, 4.
Goldman, S. J, Jackson, K., and Bursztynsky, T. A. (1986). Erosion and sediment control handbook, Mcgraw-Hill, San Francisco.
Graf, W. L., ed. (2003). “Dam removal research status and prospects.” Proc., Heinz Center’s Dam Removal Research Workshop.” Heinz Center, Washington, DC.
Graf, W. L., Wohl, E., Sinha, T., and Sabo, J. L. (2010). “Sedimentation and sustainability of western American reservoirs.” Water Resour. Res., 46(12), W12535.
Hamlet, A. F., and Lettenmaier, D. P. (2005). “Production of temporally consistent gridded precipitation and temperature fields for the continental U.S.” J. Hydrometeorol., 6(3), 330–336.
Homer, C., et al. (2007). “Completion of the 2001 national land cover database for the conterminous United States.” Photogramm. Eng. Remote Sens., 73(4), 337–341.
ICOLD (International Commission on Large Dams). (1998). “Word register of dams.” Paris.
Julien, P. Y. (2010). Erosion and sedimentation, 2nd Ed., Cambridge University Press, Cambridge, U.K.
Junkermann, W., Hacker, J., Lyons, T., and Nair, U. (2009). “Land use change suppresses precipitation.” Atmos. Chem. Phys., 9(17), 6531–6539.
Khaliq, M. N., Ouarda, T. B. M. J., Ondo, J. C., Gachon, P., and Bobée, B. (2006). “Frequency analysis of a sequence of dependent and/or non-stationary hydro-meteorological observations: A review.” J. Hydrol., 329(3), 534–552.
Klein, G. K., Beusen, A., Van Drecht, G., and De Vos, M. (2011). “The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years.” Global Ecol. Biogeogr., 20(1), 73–86.
Kottek, M., Grieser, J., Beck, C., Rudolf, B., and Rubel, F. (2006). “World map of the Köppen-Geiger climate classification updated.” Meteorologische Zeitschrift, 15(3), 259–263.
Krause, P., Boyle, D. P., and Bäse, F. (2005). “Comparison of different efficiency criteria for hydrological model assessment.” Adv. Geosci., 5(5), 89–97.
Lee, C. J., and Glysson, G. D. (2013). “Compilation, quality control, analysis, and summary of discrete suspended-sediment and ancillary data in the United States, 1901–2010.” U.S. Geological Survey, Washington, DC.
Lehner, B., and Döll, P. (2004). “Development and validation of a global database of lakes, reservoirs and wetlands.” J. Hydrol., 296(1–4), 1–22.
Lempérière, F. (2006). “The role of dams in the XXI century.” Int. J. Hydropower Dams, 3, 99–109.
Liang, X., Lettenmaier, D. P., Wood, E. F., and Burges, S. J. (1994). “A simple hydrologically based model of land surface water and energy fluxes for GSMs.” J. Geophys. Res. Atmos., 99(D7), 14415–14428.
Liang, X., Wood, E. F., and Lettenmaier, D. P. (1996). “Surface soil moisture parameterization of the VIC-2L model: Evaluation and modifications.” Global Planet Change, 13(1–4), 195–206.
Lohmann, D., Nolte-Holube, R., and Raschke, E. (1996). “A large-scale horizontal routing model to be coupled to land surface parameterization schemes.” Tellus, 48(5), 708–721.
Maneta, M. P., Pasternack, G. B., Wallender, W. W., Jetten, V., and Schnabel, S. (2007). “Temporal instability of parameters in an event-based distributed hydrologic model applied to a small semiarid catchment.” J. Hydrol., 341(3), 207–221.
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.
Milly, P. C. D., et al. (2008). “Stationarity is dead: Whither water management.” Science, 319(5863), 573–574.
Moore, N., and Rojstaczer, S. (2001). “Irrigation-induced rainfall and the Great Plains.” J. Appl. Meteorol., 40(8), 1297–1309.
Moriasi, D. N., Arnold, J. G., Van Liew, M. W., Bingner, R. L., Harmel, R. D., and Veith, T. L. (2007). “Model evaluation guidelines for systematic quantification of accuracy in watershed simulation.” J. ASABE, 50(3), 885–900, 2007.
Neitsch, S. L., Arnold, J. G., Kiniry, J. R., and Williams, J. R. (2011). “Soil and water assessment tool theoretical documentation version 2009.” Texas Water Resources Institute, College Station, TX.
Nelson, E. J., and Booth, D. B. (2002). “Sediment sources in an urbanizing, mixed land-use watershed.” J. Hydrol., 264(1), 51–68.
Nie, W., Yuan, Y., Kepner, W., Nash, M. S., Jackson, M., and Erickson, C. (2011). “Assessing impacts of landuse and landcover changes on hydrology for the upper San Pedro watershed.” J. Hydrol., 407(1–4), 105–114.
NOAA (National Oceanic and Atmospheric Administration). (2014). “National weather service: Advanced prediction service.” 〈http://www.water.weather.gov〉 (Jun. 4, 2014).
NRC (National Research Council). (1999). “Improving American river flood frequency analyses.” Commission of Geosciences, Environment and Resources, National Academies Press, Washington, DC.
Ouyang, D., and Bartholic, J. (1997). “Predicting sediment delivery ratio in Saginaw Bay watershed.” Proc., 22nd National Association of Environmental Professionals Conf., National Association of Environmental Professionals, Collingswood, NJ, 659–671.
Owyhee Watershed Council. (2001). “Upper Owyhee watershed assessment.” Oregon Watershed Enhancement Board, Salem, OR.
Palmieri, A., Shah, F., and Dinar, A. (2001). “Economics of reservoir sedimentation and sustainable management of dams.” J. Environ. Manage., 61(2), 149–163.
Petersson, E., and Manfred, W. O. (2003). “Large dams—A contribution to sustainable water and energy development?” Int. Assoc. Hydrol. Sci., 281, 227–232.
Pielke Sr., R. A., et al. (1992). “A comprehensive meteorological modeling system—RAMS.” Meteorol. Atmos. Phys., 49(1–4), 69–91.
Plate, E. J. (2009). HESS opinions “Classification of hydrological models for flood management.” Hydrol. Earth Syst. Sci., 13(10), 1939–1951.
Renard, K. G., Foster, G. R., Weesies, G. A., McCool, D. K., and Yoder, D. C., eds. (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.
Renfro, G. W. (1975). “Use of erosion equations and sediment delivery ratios for predicting sediment yield.” Present and Prospective Technology for Predicting Sediment Yields and Sources, 33–45.
Rogers, J. D. (2010). “Hoover dam: Evolution of the dam’s design.” Proc., Hoover Dam: 75th Anniversary History Symp., ASCE, Reston, VA, 85–123.
Salas, J., and Obeysekera, J. (2014). “Revisiting the concepts of return period and risk for nonstationary hydrologic extreme events.” J. Hydrol. Eng., 554–568.
Schilling, K. E., Chan, K., Liu, H., and Zhang, Y. (2010). “Quantifying the effect of land use land cover change on increasing discharge in the upper Mississippi River.” J. Hydrol., 387(3–4), 343–345.
Schilling, K. E., Jha, M. K., Zhang, Y. K., Gassman, P. W., and Wolter, C. F. (2008). “Impact of land use and land cover change on the water balance of a large agricultural watershed: Historical effects and future directions.” Water Resour. Res., 44(7), W00A09.
Schultz, B. (2002). “Role of dams in irrigation, drainage and flood control.” Int. J. Water Resour. Dev., 18(1), 147–162.
Seneviratne, S. I., Lüthi, D., Litschi, M. and Schär, C. (2006). “Land-atmosphere coupling and climate change in Europe.” Nature, 443(7108), 205–209.
Seneviratne, S. I., and Stöckli, R. (2008). “The role of land-atmosphere interactions for climate variability in Europe.” Climate variability and extremes during the past 100 years, Vol. 33, Springer, Netherlands, 179–193.
Shepherd, J. M. (2005). “A review of current investigations of urban-induced rainfall and recommendations for the future.” Earth Interact, 9(12), 1–27.
Stedinger, J. R., and Griffis, V. W. (2008). “Flood frequency analysis in the United States: Time to update.” J. Hydrol. Eng., 199–204.
USBR (U.S. Bureau of Reclamations). (1994). “Owyhee reservoir resource management plan.” Pacific Northwest Region Central Snake Projects Office, Boise, ID.
USBR (U.S. Bureau of Reclamations). (2006). “Erosion and sedimentation manual.” Technical Service Center, Sedimentation and River Hydraulics Group, Denver.
USBR (U.S. Bureau of Reclamations). (2009). “The story of Owyhee project.” 〈http://www.usbr.gov/pn/project/bochures/owyheeproject.pdf〉 (Jul. 7, 2014).
USGS (U.S. Geological Survey). (2014). “Digital elevation model section of National Elevation Dataset (NED) seamless data warehouse.” 〈http://ned.usgs.gov/〉 (Jun. 4, 2014).
Vanoni, V. A., ed. (1975). “Sedimentation engineering.” Manuals and reports on engineering practice, Vol. 54, ASCE, Reston, VA, 745.
Verbist, B., et al. (2010). “Factors affecting soil loss at plot scale and sediment yield at catchment scale in a tropical volcanic agroforestry landscape.” CATENA, 80(1), 34–46.
Vogelmann, J. E., Howard, S. M., Yang, L., Larson, C. R., Wylie, B. K., and Van Driel, J. N. (2001). “Completion of the 1990's national land cover data set for the conterminous United States.” Photogramm. Eng. Remote Sens., 67, 650–662.
Walling, D. E. (1983). “The sediment delivery problem.” J. Hydrol., 65(1–3), 209–237.
Williams, J. R. (1977). “Sediment delivery ratios determined with sediment and runoff models.” Int. Assoc. Hydrol. Sci., 122, 168–179.
Williams, J. R., and Berndt, H. D. (1976). “Determining the universal soil loss equation’s length-slope factor for watersheds.” Soil Erosion: Prediction and Control, the Proc., National Conf. on soil Erosion, Soil Conservation Society of America, Ankeny, IA, 217–225.
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. (1978). “Predicting rainfall-erosion losses: A guide to conservation planning.” Agriculture handbook, Vol. 537, U.S. Dept. of Agriculture, Washington, DC.
WMO (World Meteorological Organisation). (1986). “Manual for estimation of probable maximum precipitation: Operational hydrology.”, Geneva.
Woldemichael, A. T., Hossain, F., and Pielke Sr., R. A. (2014). “Impacts of post-dam land-use/land-cover changes on modification of extreme precipitation in contrasting hydro-climate and terrain features.” J. Hydrometeorol., 15(2), 777–800.
Woldemichael, A. T., Hossain, F., Pielke Sr., R. A., and Beltrán-Przekurat, A. (2012). “Understanding the impact of dam-triggered land-use/land-cover change on the modification of extreme precipitation.” Water Resour. Res., 48(9), W09547.
Yigzaw, W., Hossain, F., and Kalyanapu, A. (2013a). “Comparison of PMP-driven PMF with flood magnitudes from increasingly urbanized catchment: The case of American River watershed.” Earth Interact., 17(8), 1–15.
Yigzaw, W., Hossain, F., and Kalyanapu, A. (2013b). “Impact of artificial reservoir size and land use/land cover patterns on probable maximum flood: Case of Folsom dam on the American river.” J. Hydrol. Eng., 1180–1190.
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Journal of Hydrologic Engineering
Volume 21 • Issue 2 • February 2016
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© 2015 American Society of Civil Engineers.
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Received: Jul 7, 2014
Accepted: Jun 29, 2015
Published online: Sep 4, 2015
Published in print: Feb 1, 2016
Discussion open until: Feb 4, 2016
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