Data-Driven Model for Estimating the Probability of Riverine Levee Breach Due to Overtopping

Author:

Flynn Stefan1ORCID,Zamanian Soroush2,Vahedifard Farshid3ORCID,Shafieezadeh Abdollah4,Schaaf David5

Affiliation:

1. Geotechnical Engineer, US Army Corps of Engineers, Rock Island District, 1500 Rock Island Dr., Rock Island, IL 61201; formerly, Graduate Student, Richard A. Rula School of Civil and Environmental Engineering, Mississippi State Univ., Mississippi State, MS 39762. ORCID: .

2. Asset Management Analyst, Hazen and Sawyer, 7700 Irvine Center Dr., Irvine, CA 92615; formerly, Graduate Research Associate, Dept. of Civil, Environmental, and Geodetic Engineering, Ohio State Univ., Columbus, OH 43210.

3. CEE Advisory Board Endowed Professor and Professor, Richard A. Rula School of Civil and Environmental Engineering, Mississippi State Univ., Mississippi State, MS 39762 (corresponding author). ORCID: .

4. Lichtenstein Associate Professor, Dept. of Civil, Environmental, and Geodetic Engineering, Ohio State Univ., Columbus, OH 43210.

5. Senior Structural Engineer, Risk Management Center, US Army Corps of Engineers, Lakewood, CO 80228.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Geotechnical Engineering and Engineering Geology,General Environmental Science

Reference47 articles.

1. Amabile A. M. Cordão-Neto F. De Polo and A. Taratino. 2016. “Reliability analysis of flood embankments taking into account a stochastic distribution of hydraulic loading.” In Proc. 3rd European Conf. on Unsaturated Soils. Les Ulis France: EDP Sciences. https://doi.org/10.1051/e3sconf/20160919005.

2. ASCE. 2021. “A Comprehensive Assessment of America’s Infrastructure.” Accessed March 9 2021. https://infrastructurereportcard.org/wp-content/uploads/2020/12/National_IRC_2021-report-2.pdf.

3. Nearest neighbor imputation algorithms: A critical evaluation;Beretta L.;BMC Med. Inf. Decis. Making,2016

4. Levee Erosion by Overtopping in New Orleans during the Katrina Hurricane

5. CRS (Congressional Research Service). 2017. Levee safety and risk: Status and Considerations. Version 3. Washington, DC: CRS.

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