Flood prone areas are often protected against flooding by an extensive network of flood defenses. To ensure their structural integrity, these flood defenses are periodically assessed. Many levees have been functioning well for decades, and have survived several relatively high hydraulic loads within their lifetime. However, information on survived load conditions is seldom included in levee safety assessments. Observed degradation from levee inspections is also not taken into account. That way, information that is useful to improve the accuracy of estimations of the actual strength of the levee remains unexploited.This study proposes a pragmatic approach to include observations of survived loads and levee degradation in the levee safety assessment. This approach consists of three steps: (1) a prior estimation of the failure probability, based on levee characteristics, (2) a posterior estimation of the failure probability, based on observed hydraulic loads, and (3) correction of the posterior failure probability estimation, based on levee inspections. In a case study, the estimated failure probabilities using this approach were much lower than when information on levee performance was not included. This study demonstrates the value of levee performance observations and how they could be included to improve levee safety assessments.embankments and levees, risk analysis, risk assessment, statistical methods
| INTRODUCTIONGlobally, floods have been the most frequent climate and weather related hazards in the past decades (IFRC, 2020). Extensive systems of flood defenses protect flood prone areas by reducing the probability of flooding in many parts of the world (O'Dell et al., 2021). A large part of these flood defenses consists of earthen levees. Several failure mechanisms can cause a levee to lose its structural integrity, which can eventually lead to breaching and flooding of the hinterland (Özer et al., 2020). Therefore, periodic assessment of the reliability of these levees is needed to ensure that they meet the required protection levels, which are often based on the acceptable risk of flooding (Vrijling, 2001;Vrijling et al., 1998). In addition, regular inspections are required to detect levee