Steven Klepac
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View article: Inundation Processes, Barrier Island Breaching, and Structure Impacts During Hurricane Michael (2018)
Inundation Processes, Barrier Island Breaching, and Structure Impacts During Hurricane Michael (2018) Open
We demonstrate the increased ability to forecast hurricane impacts with a coupled numerical modeling system by simulating ocean waves, water levels, currents, sediment transport, and structural damage to predict inundation, coastal morphol…
View article: Reconstructing missing data of damaged buildings from post-hurricane reconnaissance data using XGBoost
Reconstructing missing data of damaged buildings from post-hurricane reconnaissance data using XGBoost Open
Assessing building damage in coastal communities after a hurricane event is crucial for reducing both immediate and long-term disaster impacts, as well as for enhancing resilience planning and disaster preparedness. Despite the extensive d…
View article: A case study and parametric analysis of predicting hurricane-induced building damage using data-driven machine learning approach
A case study and parametric analysis of predicting hurricane-induced building damage using data-driven machine learning approach Open
As coastal populations increase every year, greater numbers of people and buildings to support them are left vulnerable to severe hazards associated with hurricanes, which have shown signs of increasing strength and frequency related to cl…