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复合极值分布 1

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Integrating storm surge modeling with traffic data analysis to evaluate the effectiveness of hurricane

《结构与土木工程前沿(英文)》 2021年 第15卷 第6期   页码 1301-1316 doi: 10.1007/s11709-021-0765-1

摘要: An integrated storm surge modeling and traffic analysis were conducted in this study to assess the effectiveness of hurricane evacuations through a case study of Hurricane Irma. The Category 5 hurricane in 2017 caused a record evacuation with an estimated 6.8 million people relocating statewide in Florida. The Advanced Circulation (ADCIRC) model was applied to simulate storm tides during the hurricane event. Model validations indicated that simulated pressures, winds, and storm surge compared well with observations. Model simulated storm tides and winds were used to estimate the area affected by Hurricane Irma. Results showed that the storm surge and strong wind mainly affected coastal counties in south-west Florida. Only moderate storm tides (maximum about 2.5 m) and maximum wind speed about 115 mph were shown in both model simulations and Federal Emergency Management Agency (FEMA) post-hurricane assessment near the area of hurricane landfall. Storm surges did not rise to the 100-year flood elevation level. The maximum wind was much below the design wind speed of 150–170 mph (Category 5) as defined in Florida Building Code (FBC) for south Florida coastal areas. Compared with the total population of about 2.25 million in the six coastal counties affected by storm surge and Category 1–3 wind, the statewide evacuation of approximately 6.8 million people was found to be an over-evacuation due mainly to the uncertainty of hurricane path, which shifted from south-east to south-west Florida. The uncertainty of hurricane tracks made it difficult to predict the appropriate storm surge inundation zone for evacuation. Traffic data were used to analyze the evacuation traffic patterns. In south-east Florida, evacuation traffic started 4 days before the hurricane’s arrival. However, the hurricane path shifted and eventually landed in south-west Florida, which caused a high level of evacuation traffic in south-west Florida. Over-evacuation caused Evacuation Traffic Index (ETI) to increase to 200% above normal conditions in some sections of highways, which reduced the effectiveness of evacuation. Results from this study show that evacuation efficiency can be improved in the future by more accurate hurricane forecasting, better public awareness of real-time storm surge and wind as well as integrated storm surge and evacuation modeling for quick response to the uncertainty of hurricane forecasting.

关键词: storm surge modeling     traffic     evacuation     Hurricane Irma    

卡特里娜飓风的启示——有关海洋和水利工程的风险分析

刘德辅,庞亮,谢波涛,史宏达,逯义军

《中国工程科学》 2007年 第9卷 第10期   页码 24-29

摘要:

2005年卡特里娜(Katrina)和丽塔(Rita)飓风对美国新奥尔良市和佛罗里达东部海岸带来的灾难性破坏,验证了笔者在20世纪80年代初期提出的复合极值分布理论及其对上述海域飓风强度预测结果的正确性。以此为鉴,讨论了海岸、近海、水利和城市防灾工程中引入不确定性分析和多维联合概率理论进行风险分析的必要性。

关键词: 卡特里娜飓风     复合极值分布     多维复合极值分布     不确定性分析     海洋     风险分析    

标题 作者 时间 类型 操作

Integrating storm surge modeling with traffic data analysis to evaluate the effectiveness of hurricane

期刊论文

卡特里娜飓风的启示——有关海洋和水利工程的风险分析

刘德辅,庞亮,谢波涛,史宏达,逯义军

期刊论文