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利用贝叶斯网络评估沿海地区娱乐活动相关风险。

Assessing risk associated with recreational activities in coastal areas by using a bayesian network.

作者信息

Lee Meng-Tsung, Chang Yang-Chi, Yang Han-Chung, Lin Yi-Jun

机构信息

Department of Marine Leisure Management, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan.

Department of Marine Environment and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan.

出版信息

Heliyon. 2023 Sep 4;9(9):e19827. doi: 10.1016/j.heliyon.2023.e19827. eCollection 2023 Sep.

Abstract

Taiwan is an island and therefore has a considerable amount of coastal land. Drowning or near-drowning incidents often occur in coastal recreational areas. To reduce the risk of drowning or near-drowning associated with marine recreational activities in Taiwan, this study collected data on the risk associated with marine recreational activities. It selected risk factors using a modified Delphi panel method, with an expert panel used to obtain probability values for each risk factor. A Bayesian network for risk assessment was then established. The results of this study can serve as a reference for stakeholders involved in marine recreational activities. Severe weather conditions increase wave height and current speed, resulting in an increased risk of drowning or near-drowning when coastal recreational activities occur under these conditions. Individuals who undertake marine recreational activities without safety awareness are more likely to exhibit risky behaviors. When self-rescue ability is insufficient to prevent possible danger, the probability of drowning or near-drowning is higher. Serious incidents may lead to death, and therefore, marine recreational activities should be avoided when weather conditions are poor. In addition, the safety awareness and self-rescue ability of individuals undertaking coastal recreational activities should be improved. This study did not explore emergency response measures or postincident policy management.

摘要

台湾是一个岛屿,因此有相当数量的沿海土地。溺水或近乎溺水事件经常发生在沿海休闲区域。为降低台湾与海上休闲活动相关的溺水或近乎溺水风险,本研究收集了与海上休闲活动相关的风险数据。它采用改良的德尔菲专家小组法选择风险因素,通过专家小组获取每个风险因素的概率值。然后建立了用于风险评估的贝叶斯网络。本研究结果可为参与海上休闲活动的利益相关者提供参考。恶劣天气条件会增加浪高和水流速度,导致在这些条件下进行沿海休闲活动时溺水或近乎溺水的风险增加。进行海上休闲活动时没有安全意识的个人更有可能表现出危险行为。当自救能力不足以预防可能的危险时,溺水或近乎溺水的概率更高。严重事件可能导致死亡,因此,天气条件恶劣时应避免进行海上休闲活动。此外,应提高进行沿海休闲活动的个人的安全意识和自救能力。本研究未探讨应急响应措施或事件后政策管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/625b/10559200/29e0e1070d81/gr1.jpg

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