Statistical Analysis Of Extreme Winds
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Statistical Analysis Of Extreme Winds
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Author : Emil Simiu
language : en
Publisher:
Release Date : 1975
Statistical Analysis Of Extreme Winds written by Emil Simiu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Wind-pressure categories.
Statistical Analysis Of Extreme Winds
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Author : Emil Simiu
language : en
Publisher:
Release Date : 1975
Statistical Analysis Of Extreme Winds written by Emil Simiu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Winds categories.
Statistical Analysis Of Extreme Winds With List Of References
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Author :
language : en
Publisher:
Release Date : 1975
Statistical Analysis Of Extreme Winds With List Of References written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with categories.
Statistical Analysis Of Extreme Wind Speeds
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Author : David Walshaw
language : en
Publisher:
Release Date : 1991
Statistical Analysis Of Extreme Wind Speeds written by David Walshaw and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Statistical Analysis Of Extreme Winds
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Author : Emil Simiu
language : en
Publisher:
Release Date : 1975
Statistical Analysis Of Extreme Winds written by Emil Simiu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Wind-pressure categories.
Analysis Of Extreme Winds At Pacific Northwest Wind Energy Survey Sites
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Author : John Edward Wade
language : en
Publisher:
Release Date : 1987
Analysis Of Extreme Winds At Pacific Northwest Wind Energy Survey Sites written by John Edward Wade and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with categories.
Extreme Value Theory With Applications To Natural Hazards
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Author : Nicolas Bousquet
language : en
Publisher: Springer Nature
Release Date : 2021-10-09
Extreme Value Theory With Applications To Natural Hazards written by Nicolas Bousquet and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-09 with Mathematics categories.
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).
Spatial Variation And Interpolation Of Wind Speed Statistics And Its Implication In Design Wind Load
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Author : Wei Ye
language : en
Publisher:
Release Date : 2013
Spatial Variation And Interpolation Of Wind Speed Statistics And Its Implication In Design Wind Load written by Wei Ye and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Consideration of wind load is important for design of engineered structures. Codification of wind load for structural design requires the estimation of the quantiles or return period values of the annual maximum wind speed. The extreme wind speeds are estimated based on the measured wind records at different meteorological stations and affected by the length of the wind record (i.e., sample size) and other factors such as the surrounding terrain and so on. This study is focused on 1) the spatial interpolation of wind speed statistics, 2) the potential of using regional frequency analysis in estimating the extreme wind speed, and 3) the reliability of designed structure at sites with and without sample size effects. For the spatial interpolation, both code recommended values of the wind speed as well as those based on at-site analysis are used, and commonly used spatial interpolation methods including 8 deterministic methods and 6 geostatistical methods have been applied. The preferred methods for each data set are determined based on the (leave-one-out) cross validation analyses. It is shown that the preferred method depends on the considered data set; the use of the ordinary kriging is preferred if a single method is to be selected for all considered data sets. The historical wind records and available meteorological stations are often short and insufficient or unavailable, and the limited sample size will cause the uncertainty in the estimated quantiles. To deal with the data insufficiency in the wind speed records at the meteorological stations, the regional frequency analysis was applied to the data from the same 235 Canadian meteorological stations as mentioned above to calculate the quantiles of the annual maximum wind speed for iii Canada. The obtained estimates of the quantiles of the extreme wind speed based on the regional frequency analysis are compared with those obtained based directly on the at-site analysis. The analysis uses the k-means, hierarchical and self-organizing map clustering to explore potential clusters or regions; statistical tests are then applied to identify homogeneous regions for subsequent regional frequency analysis. Results indicate that the k-means is the preferred exploratory tool for the considered data and the generalized extreme value distribution provides a better fit to the data than the Gumbel distribution for regional frequency analysis. However, the former is associated with low values of the upper bound that do not influence the estimation of 10-to 50-year return period values of annual maximum wind speed but do influence the return period values with return period greater than 500 years. Based on these observations, regional frequency analysis may not be needed as an alternative to the at-site analysis. Furthermore, since the estimated quantiles of the extreme wind speed at a site are uncertain due to the limited sample size, the effect of this statistical uncertainty on the estimated return period value of the wind speed and structural reliability is investigated and two strategies (i .e. (i) a low return period for the nominal wind speed combined with a wind load factor greater than one and (ii) a high return period for the nominal wind speed combined with unity wind load factor) for specifying the factored design wind load are also evaluated to determine the optimal one. Results indicate that at least 20 years of useable data are needed for a station to be included in the extreme value analysis, and the first strategy is preferred to cope with sample size effect for the design at a particular site or in a region with statistically homogeneous wind climate, while the second strategy is recommended for the code making for a country with spatially varying coefficient of variation of annual maximum wind speed since it leads to better reliab ility consistency.
Statistical Analysis Of Climate Extremes
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Author : Manfred Mudelsee
language : en
Publisher: Cambridge University Press
Release Date : 2020
Statistical Analysis Of Climate Extremes written by Manfred Mudelsee and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
The risks posed by climate change and its effect on climate extremes are an increasingly pressing societal problem. This book provides an accessible overview of the statistical analysis methods which can be used to investigate climate extremes and analyse potential risk. The statistical analysis methods are illustrated with case studies on extremes in the three major climate variables: temperature, precipitation, and wind speed. The book also provides datasets and access to appropriate analysis software, allowing the reader to replicate the case study calculations. Providing the necessary tools to analyse climate risk, this book is invaluable for students and researchers working in the climate sciences, as well as risk analysts interested in climate extremes.
Statistical Analysis Of Extreme Values
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Author : Rolf-Dieter Reiss
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-06-21
Statistical Analysis Of Extreme Values written by Rolf-Dieter Reiss and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-21 with Business & Economics categories.
This is a self-contained introduction to parametric modeling, exploratory analysis and statistical interference for extreme values, as used in disciplines from hydrology to finance to environmental science. Updated and expanded by 100 pages.