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Multi-Hazard Community Resilience Analysis Using Earthquake-Tsunami Fragility Surfaces: Damage and Economic Loss Assessment in the Pseudo Seaside Testbed

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DataCite Commons2025-06-02 更新2025-04-16 收录
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https://www.designsafe-ci.org/data/browser/public/designsafe.storage.published/PRJ-5818/#detail-618dcda7-596c-4dd7-b5b9-9c429d55e9ee
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This simulation investigates community-level resilience under earthquake-tsunami multi-hazard scenarios using 3D fragility surfaces. The study applies a Monte Carlo simulation framework to the Pseudo Seaside testbed, a synthetic coastal community model based on Seaside, Oregon, to analyze structural damage, economic loss, and the effectiveness of resilience strategies. Methodology: - Fragility Surface Application: The earthquake-tsunami fragility surfaces were used to estimate damage probabilities for different building archetypes, including reinforced concrete (RC) and woodframe structures. - Monte Carlo Simulation: A high-resolution Monte Carlo approach was employed to model structural failure distributions across various seismic intensities and tsunami inundation depths. - Comparison of Methodologies: The FEMA combinational rule was assessed alongside the newly developed fragility surface-based approach to evaluate cumulative damage and economic losses. - Economic Loss Estimation: The direct loss estimation framework integrates replacement cost assessments with probabilistic damage distributions, providing a quantitative measure of resilience. Key Findings: - Multi-hazard fragility surfaces provide a more accurate representation of earthquake-tsunami damage than traditional -- - FEMA combinational rules, particularly at higher hazard intensities. - Economic loss estimations indicate a significant underprediction of damage using independent hazard models, emphasizing the need for integrated multi-hazard analysis. - The methodology reduces computational time by approximately threefold compared to separate earthquake and tsunami simulations, improving computational efficiency for large-scale community resilience assessments. - Pseudo Seaside testbed results highlight the necessity of multi-hazard resilience planning, especially for coastal communities at risk of Cascadia Subduction Zone (CSZ) events. Reusability of Data: This dataset and simulation framework can be reused for: - Multi-hazard community resilience studies for other coastal regions. - Integration into platforms such as IN-CORE for resilience decision-making. - Calibrating structural fragility functions for earthquake and tsunami hazards. - Urban planning and mitigation strategy design for disaster risk reduction. - Benchmarking multi-hazard loss assessment methodologies against FEMA statistical approaches. The simulation is published on DesignSafe to facilitate open-access collaboration and further advancements in multi-hazard resilience modeling.
提供机构:
Designsafe-CI
创建时间:
2025-02-12
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