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The strength and weight of evidence in backcountry avalanche forecasting

机译:偏远地区雪崩预报中证据的强度和重要性

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摘要

In North America and Europe, most fatalities due to snow avalanches occur in the backcountry during recreational pursuits. Of these, more than 90% of the fatal avalanches are triggered by the victims themselves. This pattern suggests that the primary cause of avalanche fatalities for human-triggered avalanches is a failure in human perception. For the latter, people thought that the state of stability or instability of the snow cover was different than it actually was. In this paper, the strength and weight of evidence used to make decisions in backcountry travel are discussed from: (a) the perspective of the favored hypothesis to proceed for good recreational enjoyment based on stability evaluation and (b) the null hypothesis based on an assessment of instability. Based on the facts about snow slab avalanche release, it is argued that instability analysis is the best framework for avalanche forecasting, whereas human action is most closely related to the favored hypothesis (stability evaluation). Using scaling laws derived from: (a) fracture mechanics about the size of imperfections causing avalanches and (b) avalanche dimensions, it is suggested that a snow slab could show stability over more than 99% of the total area. From the concepts of Bayesian probability, it is shown that overconfidence about stability can arise when the weight of the likelihood is high and the weight of prior is low. Similarly, underconfidence (excessive conservatism) often results when the weight of the prior is high with little regard for the likelihood, which may be low. Overconfidence about stability is considered to be a prime source of accidents.
机译:在北美和欧洲,由于雪崩而导致的大多数死亡发生在偏远地区进行娱乐活动时。其中,超过90%的致命雪崩是由受害者自己触发的。这种模式表明,人为触发的雪崩导致雪崩死亡的主要原因是人类感知的失败。对于后者,人们认为积雪的稳定或不稳定状态与实际不同。在本文中,我们从以下方面讨论了用于在偏远地区旅行中做出决定的证据的强度和权重:(a)基于稳定性评估的偏爱假设的观点,以寻求良好的娱乐享受;(b)基于偏见的零假设。评估不稳定性。根据有关雪板雪崩释放的事实,有人认为,不稳定性分析是雪崩预测的最佳框架,而人类行为与所支持的假设(稳定性评估)关系最密切。使用源自以下方面的缩放定律:(a)关于引起雪崩的缺陷大小的断裂力学和(b)雪崩尺寸,建议一块积雪板可以显示超过总面积99%的稳定性。从贝叶斯概率的概念可以看出,当可能性的权重高而先验的权重低时,可能会出现对稳定性的过度自信。类似地,当先验权重很高而很少考虑可能性(可能性可能较低)时,常常会导致信心不足(过度保守主义)。对稳定性的过度自信被认为是事故的主要根源。

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  • 来源
    《Natural Hazards》 |2011年第3期|p.1635-1645|共11页
  • 作者

    D. M. McClung;

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