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溢油风险分析中的极值统计。

Statistics of extremes in oil spill risk analysis.

机构信息

Bureau of Ocean Energy Management , 381 Elden Street, Herndon, Virginia 20170, United States.

出版信息

Environ Sci Technol. 2014 Sep 2;48(17):10505-10. doi: 10.1021/es501515j. Epub 2014 Aug 19.

Abstract

The Deepwater Horizon oil spill (DWH) in 2010 in the Gulf of Mexico is the largest accidental marine oil spill in the history of the petroleum industry. After DWH, key questions were asked: What is the likelihood that a similar catastrophic oil spill (with a volume over 1 million barrels) will happen again? Is DWH an extreme event or will it happen frequently in the future? The extreme value theory (EVT) has been widely used in studying rare events, including damage from hurricanes, stock market crashes, insurance claims, flooding, and earthquakes. In this paper, the EVT is applied to analyze oil spills in the U.S. outer continental shelf (OCS). Incorporating the 49 years (1964-2012) of OCS oil spill data, the EVT is capable of describing the oil spills reasonably well. The return period of a catastrophic oil spill in OCS areas is estimated to be 165 years, with a 95% confidence interval between 41 years and more than 500 years. Sensitivity tests indicate that the EVT results are relatively stable. The results of this study are very useful for oil spill risk assessment, contingency planning, and environmental impact statements on oil exploration, development, and production.

摘要

2010 年墨西哥湾的深水地平线石油泄漏(DWH)是石油工业历史上最大的一起意外海洋石油泄漏事故。DWH 事件之后,人们提出了一些关键问题:类似的灾难性石油泄漏(超过 100 万桶)再次发生的可能性有多大?DWH 是极端事件还是未来会频繁发生?极值理论(EVT)已被广泛应用于研究罕见事件,包括飓风、股市崩盘、保险索赔、洪水和地震造成的破坏。本文将 EVT 应用于分析美国外大陆架(OCS)的石油泄漏事件。通过整合 1964 年至 2012 年 49 年的 OCS 石油泄漏数据,EVT 能够很好地描述石油泄漏事件。OCS 地区灾难性石油泄漏的重现期估计为 165 年,置信区间为 95%,介于 41 年和 500 年以上。敏感性测试表明,EVT 结果相对稳定。本研究的结果对于石油泄漏风险评估、应急计划以及石油勘探、开发和生产的环境影响声明非常有用。

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