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Titlebook: Extreme Value Theory with Applications to Natural Hazards; From Statistical The Nicolas Bousquet,Pietro Bernardara Book 2021 Springer Natur

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書(shū)目名稱(chēng)Extreme Value Theory with Applications to Natural Hazards
副標(biāo)題From Statistical The
編輯Nicolas Bousquet,Pietro Bernardara
視頻videohttp://file.papertrans.cn/321/320065/320065.mp4
概述Provides a comprehensive description of statistical extreme value theory for the quantification of natural hazards.Discusses alternative approaches based on stochastic and dynamic numerical models.Inc
圖書(shū)封面Titlebook: Extreme Value Theory with Applications to Natural Hazards; From Statistical The Nicolas Bousquet,Pietro Bernardara Book 2021 Springer Natur
描述.This richly illustrated book describes statistical extreme value theory for the quantification of natural hazards, such as strong winds, floods and rainfall, and discusses an interdisciplinary approach to allow the theoretical methods to be applied. The approach consists of a number of steps: data selection and correction, non-stationary theory (to account for trends due to climate change), and selecting appropriate estimation techniques based on both decision-theoretic features (e.g., Bayesian theory), empirical robustness and a valid treatment of uncertainties. It also examines and critically reviews alternative approaches based on stochastic and dynamic numerical models, as well as recently emerging data analysis issues and presents large-scale, multidisciplinary, state-of-the-art case studies.?. .Intended for all those with a basic knowledge of statistical methods interested in the quantification of natural hazards, the book is also a valuable resource for engineers conducting risk analyses in collaboration with scientists from other fields (such as hydrologists, meteorologists, climatologists).?.
出版日期Book 2021
關(guān)鍵詞Extreme value statistics; Natural hazards; Risk analysis; Cumulated hazards; Downscaling; Stochastic and
版次1
doihttps://doi.org/10.1007/978-3-030-74942-2
isbn_softcover978-3-030-74944-6
isbn_ebook978-3-030-74942-2
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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https://doi.org/10.1007/978-3-030-74942-2Extreme value statistics; Natural hazards; Risk analysis; Cumulated hazards; Downscaling; Stochastic and
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Research Methodology, Design and Methods,data are available. The spatial regionalization approach developed here, which is based on the detection of regions that are homogeneous in terms of risk, allows to propose a localized quantification of these events.
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https://doi.org/10.1057/9781137298102reasingly being studied, as it can be more destructive than a single hazard. Introducing, in particular, the notion of copula, this chapter takes up the notations and main concepts introduced in Chap.?..
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