Technical Papers
Nov 27, 2019

Multifactor Regression Analysis for Predicting Embankment Dam Breaching Parameters

Publication: Journal of Hydraulic Engineering
Volume 146, Issue 2

Abstract

Embankment dams are common worldwide, and the majority of past dam failures are related to such dams. It is imperative to improve the prediction accuracy of embankment dam failure to better estimate the potential impacts on downstream areas and create effective emergency response plans. A substantial database of 162 case studies was established based on previous studies. Three groups of regression equations relating to peak outflow discharge Qp, mean breach width Bm and breach height Hb were developed as a function of two hydraulic conditions (volume of water above breach bottom Vw, and depth of water above breach bottom Hw). These proposed prediction formulas have good prediction accuracy and statistical significance. Comparative analyses are presented to further validate the accuracy of the prediction formulas developed in this study. The results of relative weights analysis indicate that both Vw and Hw exert a significant impact on Qp, and the effect of Vw on Bm is significantly higher than that of Hw on Bm, while Hw is considered a prominent factor of Hb. In addition, two main factors leading to embankment dam failure, overtopping and piping, were proven to cause a significant difference in the three breaching parameters (Qp, Bm, and Hb).

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Data Availability Statement

All data, models, and code generated or used during the study appear in the submitted article.

Acknowledgments

This research was financed by the National Natural Science Foundation of China (Grant No. 51579002), the Anhui Provincial Natural Science Foundation (Grant No. 1608085MD80) and the Open Foundation of State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering (Grant No. 2015491511). The authors are grateful to the editor and reviewers for their valuable comments and helpful suggestions.

References

Al-Riffai, M., and I. Nistor. 2010. “Impact and analysis of geotechnical processes on earthfill dam breaching.” Nat. Hazards 55 (1): 15–27. https://doi.org/10.1007/s11069-010-9586-6.
Balmforth, N. J., J. Von Hardenberg, A. Provenzale, and R. Zammett. 2008. “Dam breaking by wave-induced erosional incision.” J. Geophys. Res. 113 (F1): F01020. https://doi.org/10.1029/2007JF000756.
Bento, A. M., S. Amaral, T. Viseu, R. Cardoso, and M. L. F. Rui. 2017. “Direct estimate of the breach hydrograph of an overtopped earth dam.” J. Hydraul. Eng. 143 (6): 06017004. https://doi.org/10.1061/(ASCE)HY.1943-7900.0001294.
Broich, K. 1998. “Mathematical modeling of dam-break erosion caused by overtopping.” In CADAM-Concerted Action on Dambreak Modeling: 2nd Project Workshop, edited by M. Morris. Munich, Germany.
Cao, Z., Z. Yue, and G. Pender. 2011. “Landslide dam failure and flood hydraulics. Part II: Coupled mathematical modeling.” Nat. Hazards 59 (2): 1021–1045. https://doi.org/10.1007/s11069-011-9815-7.
Cestero, J. A. F., J. Imran, and M. H. Chaudhry. 2014. “Experimental investigation of the effects of soil properties on levee breach by overtopping.” J. Hydraul. Eng. 141 (4): 04014085. https://doi.org/10.1061/(ASCE)HY.1943-7900.0000964.
Chen, C. Y., S. C. Chen, K. H. Chen, and Z. H. Liu. 2018. “Thermal monitoring and analysis of the large-scale field earth-dam breach process.” Environ. Monit. Assess. 190 (8): 483. https://doi.org/10.1007/s10661-018-6869-y.
De Lorenzo, G., and F. Macchione. 2014. “Formulas for the peak discharge from breached earthfill dams.” J. Hydraul. Eng. 140 (1): 56–67. https://doi.org/10.1061/(ASCE)HY.1943-7900.0000796.
Devore, J. L. 2011. Probability and statistics for engineering and the sciences. 8th ed. Boston: Cengage Learning.
Dewey, R. L., and D. R. Gillette. 1993. “Prediction of embankment dam breaching for hazard assessment.” In Proc., ASCE Conf. on Geotechnical Practice in Dam Rehabilitation, 131–144. New York: ASCE.
Di Cristo, C., S. Evangelista, M. Greco, M. Iervolino, A. Leopardi, and A. Vacca. 2017. “Dam-break waves over an erodible embankment: Experiments and simulations.” J. Hydraul. Res. 56 (2): 196–210. https://doi.org/10.1080/00221686.2017.1313322.
Faeh, R. 2007. “Numerical modeling of breach erosion of river embankments.” J. Hydraul. Eng. 133 (9): 1000–1009. https://doi.org/10.1061/(ASCE)0733-9429(2007)133:9(1000).
Feizi Khankandi, A., A. Tahershamsi, and S. Soares-Frazão. 2012. “Experimental investigation of reservoir geometry effect on dam-break flow.” J. Hydraul. Res. 50 (4): 376–387. https://doi.org/10.1080/00221686.2012.690974.
Fell, R., C. F. Wan, J. Cyganiewicz, and M. Foster. 2003. “Time for development of internal erosion and piping in embankment dams.” J. Geotech. Geoenviron. Eng. 129 (4): 307–314. https://doi.org/10.1061/(ASCE)1090-0241(2003)129:4(307).
Froehlich, D. C. 1995. “Peak outflow from breached embankment dam.” J. Water Resour. Plann. Manage. 121 (1): 90–97. https://doi.org/10.1061/(ASCE)0733-9496(1995)121:1(90).
Froehlich, D. C. 2004. “Two dimensional model for embankment dam breach formation and flood wave generation.” In Proc., Association of State Dam Safety Officials Dam Safety 2004 Conf. Lexington, KY: Association of State Dam Safety Officials.
Froehlich, D. C. 2008. “Embankment dam breach parameters and their uncertainties.” J. Hydraul. Eng. 134 (12): 1708–1721. https://doi.org/10.1061/(ASCE)0733-9429(2008)134:12(1708).
Froehlich, D. C. 2016. “Predicting peak discharge from gradually breached embankment dam.” J. Hydrol. Eng. 21 (11): 04016041. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001424.
Hooshyaripor, F., and A. Tahershamsi. 2012. “Comparing the performance of neural networks for predicting peak outflow from breached embankments when back propagation algorithms meet evolutionary algorithms.” Int. J. Hydraul. Eng. 1 (6): 55–67. https://doi.org/10.5923/j.ijhe.20120106.01.
Hooshyaripor, F., and A. Tahershamsi. 2015. “Effect of reservoir side slopes on dam-break flood waves.” Eng. Appl. Comp. Fluid. 9 (1): 458–468.
ICOLD (International Commission on Large Dams). 1995. Dam failures statistical analysis. Montligeon, France: ICOLD.
Johnson, J. W. 2000. “A heuristic method for estimating the relative weight of predictor variables in multiple regression.” Multivariate Behav. Res. 35 (1): 1–19. https://doi.org/10.1207/S15327906MBR3501_1.
Kabacoff, R. I. 2011. R in action: Data analysis and graphics with R. Westampton, NJ: Manning Publications.
Kirkpatrick, G. W. 1977. “Evaluation guidelines for spillway adequacy.” In Proc., The evaluation of Dam Safety: Engineering Foundation Conf., 395–414. New York: ASCE.
Morris, M. W., M. A. A. M. Hassan, and K. A. Vaskinn. 2007. “Breach formation: Field test and laboratory experiments.” Supplement, J. Hydraul. Res. 45 (S1): 9–17. https://doi.org/10.1080/00221686.2007.9521828.
Peng, M., and L. M. Zhang. 2012. “Breaching parameters of landslide dams.” Landslides 9 (1): 13–31. https://doi.org/10.1007/s10346-011-0271-y.
Pierce, M. W., C. I. Thornton, and S. R. Abt. 2010. “Predicting peak outflow from breached embankment dams.” J. Hydrol. Eng. 15 (5): 338–349. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000197.
Ralston, D. C. 1987. “Mechanics of embankment erosion during overflow.” In Proc., 1987 National Conf. on Hydraulic Engineering, 733–738. Reston, VA: ASCE.
Rifai, I., S. Erpicum, P. Archambeau, D. Violeau, M. Pirotton, K. E. K. Abderrezzak, and B. Dewals. 2017. “Overtopping induced failure of non-cohesive, homogeneous fluvial dikes.” Water Resour. Res. 53 (4): 3373–3386. https://doi.org/10.1002/2016WR020053.
Singh, V. P. 1996. Dam breach modeling technology. Dordrecht, Netherlands: Kluwer Academic.
Task Committee on Dam/Levee Breaching Processes. 2011. “Earthen embankment breaching.” J. Hydraul. Eng. 137 (12): 1549–1564. https://doi.org/10.1061/(ASCE)HY.1943-7900.0000498.
Thornton, C. I., M. W. Pierce, and S. R. Abt. 2011. “Enhanced predictions for peak outflow from breached embankment dams.” J. Hydrol. Eng. 16 (1): 81–88. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000288.
USACE. 2013. National inventory of Dams Trifold Brochure. EP 360-1-23. Alexandria, VA: Geospatial Systems Directorate.
USBR (US Bureau of Reclamation). 1988. Downstream hazard classification guidelines. Denver: US Dept. of the Interior.
Visser, P. J. 1998. Breach growth in sand-dikes. Delft, Netherlands: Delft Univ. of Technology.
Wahl, T. L. 1998. Prediction of embankment dam breach parameters—A literature review and needs assessment. Denver, CO: Bureau of Reclamation, US Dept. of the Interior.
Wahl, T. L. 2004. “Uncertainty of predictions of embankment dam breach parameters.” J. Hydraul. Eng. 130 (5): 389–397. https://doi.org/10.1061/(ASCE)0733-9429(2004)130:5(389).
Xu, Y., and L. M. Zhang. 2009. “Breaching parameters for earth and rockfill dams.” J. Geotech. Geoenviron. Eng. 135 (12): 1957–1970. https://doi.org/10.1061/(ASCE)GT.1943-5606.0000162.
Zhang, J. Y., Y. Lu, G. X. Xuan, X. G. Wang, and Y. Li. 2009. “Overtopping breaching of cohesive homogeneous earth dam with different cohesive strength.” Sci. China E: Technol. Sci. 52 (10): 3024–3029. https://doi.org/10.1007/s11431-009-0275-1.
Zhong, Q. M., S. S. Chen, and Z. Deng. 2017. “Numerical model for homogeneous cohesive dam breaching due to overtopping failure.” J. Mt. Sci. 14 (3): 571–580. https://doi.org/10.1007/s11629-016-3907-5.
Zhou, X. W., J. W. Pang, Q. Wu, H. Huang, Y. Cai, and G. Y. Chen. 2016. Data compilation of national census of water. [In Chinese.] Beijing: China Water & Power Press.

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Go to Journal of Hydraulic Engineering
Journal of Hydraulic Engineering
Volume 146Issue 2February 2020

History

Received: Mar 14, 2018
Accepted: May 1, 2019
Published online: Nov 27, 2019
Published in print: Feb 1, 2020
Discussion open until: Apr 27, 2020

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Guiwen Rong [email protected]
Professor, School of Earth and Environment, Anhui Univ. of Science and Technology, 168 Taifeng St., Huainan 232001, China; Ph.D. Student, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, 1 Xikang Rd., Nanjing 210098, China; Ph.D. Student, College of Water Conservancy and Hydropower Engineering, Hohai Univ., 1 Xikang Rd., Nanjing 210098, China (corresponding author). Email: [email protected]
Graduate Student, School of Earth and Environment, Anhui Univ. of Science and Technology, 168 Taifeng St., Huainan 232001, China. ORCID: https://orcid.org/0000-0003-3909-9100. Email: [email protected]
Hui Xu
Associate Research Director, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, 1 Xikang Rd., Nanjing 210098, China.
Baiqing Xiao
Associate Professor, School of Earth and Environment, Anhui Univ. of Science and Technology, 168 Taifeng St., Huainan 232001, China.

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