Extreme Value Modeling For Space Time Data With Meteorological Applications

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Extreme Value Modeling for Space-time Data with Meteorological Applications

Author : Huiyan Sang
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.:/5 (55 download)

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Book Synopsis Extreme Value Modeling for Space-time Data with Meteorological Applications by : Huiyan Sang

Download or read book Extreme Value Modeling for Space-time Data with Meteorological Applications written by Huiyan Sang and published by . This book was released on 2008 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extreme value theory finds wide applications in areas such as environmental science, financial strategy of risk management and biomedical data processing. In this thesis, we present two spatial extreme value studies related to weather and climate events observed in space and in time, one of which motivates a novel methodology in constructing continuous spatial process for extreme values. Motivated by finding multiscale spatial dependence in extreme climate studies, we offer a new Bayesian analysis tool for learning about both large scale spatial dependence and microscale dependence. The last chapter presents a novel application of space-time models to synoptic climatology.

STATISTICS OF EXTREME VALUES

Author : Rajendra G Gurao
Publisher : Lulu.com
ISBN 13 : 1329702956
Total Pages : 120 pages
Book Rating : 4.3/5 (297 download)

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Book Synopsis STATISTICS OF EXTREME VALUES by : Rajendra G Gurao

Download or read book STATISTICS OF EXTREME VALUES written by Rajendra G Gurao and published by Lulu.com. This book was released on with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Extreme Value Modeling and Risk Analysis

Author : Dipak K. Dey
Publisher : CRC Press
ISBN 13 : 1498701310
Total Pages : 538 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Extreme Value Modeling and Risk Analysis by : Dipak K. Dey

Download or read book Extreme Value Modeling and Risk Analysis written by Dipak K. Dey and published by CRC Press. This book was released on 2016-01-06 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extreme Value Modeling and Risk Analysis: Methods and Applications presents a broad overview of statistical modeling of extreme events along with the most recent methodologies and various applications. The book brings together background material and advanced topics, eliminating the need to sort through the massive amount of literature on the subje

Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height

Author : Erik Vanem
Publisher : Springer Science & Business Media
ISBN 13 : 364230253X
Total Pages : 274 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height by : Erik Vanem

Download or read book Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height written by Erik Vanem and published by Springer Science & Business Media. This book was released on 2013-10-11 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an example of a thorough statistical treatment of ocean wave data in space and time. It demonstrates how the flexible framework of Bayesian hierarchical space-time models can be applied to oceanographic processes such as significant wave height in order to describe dependence structures and uncertainties in the data. This monograph is a research book and it is partly cross-disciplinary. The methodology itself is firmly rooted in the statistical research tradition, based on probability theory and stochastic processes. However, that methodology has been applied to a problem in the field of physical oceanography, analyzing data for significant wave height, which is of crucial importance to ocean engineering disciplines. Indeed, the statistical properties of significant wave height are important for the design, construction and operation of ships and other marine and coastal structures. Furthermore, the book addresses the question of whether climate change has an effect of the ocean wave climate, and if so what that effect might be. Thus, this book is an important contribution to the ongoing debate on climate change, its implications and how to adapt to a changing climate, with a particular focus on the maritime industries and the marine environment. This book should be of value to anyone with an interest in the statistical modelling of environmental processes, and in particular to those with an interest in the ocean wave climate. It is written on a level that should be understandable to everyone with a basic background in statistics or elementary mathematics, and an introduction to some basic concepts is provided in the appendices for the uninitiated reader. The intended readership includes students and professionals involved in statistics, oceanography, ocean engineering, environmental research, climate sciences and risk assessment. Moreover, the book’s findings are relevant for various stakeholders in the maritime industries such as design offices, classification societies, ship owners, yards and operators, flag states and intergovernmental agencies such as the IMO.

Dependence Modeling

Author : Harry Joe
Publisher : World Scientific
ISBN 13 : 981429988X
Total Pages : 370 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Dependence Modeling by : Harry Joe

Download or read book Dependence Modeling written by Harry Joe and published by World Scientific. This book was released on 2011 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction : Dependence modeling / D. Kurowicka -- 2. Multivariate copulae / M. Fischer -- 3. Vines arise / R.M. Cooke, H. Joe and K. Aas -- 4. Sampling count variables with specified Pearson correlation : A comparison between a naive and a C-vine sampling approach / V. Erhardt and C. Czado -- 5. Micro correlations and tail dependence / R.M. Cooke, C. Kousky and H. Joe -- 6. The Copula information criterion and Its implications for the maximum pseudo-likelihood estimator / S. Gronneberg -- 7. Dependence comparisons of vine copulae with four or more variables / H. Joe -- 8. Tail dependence in vine copulae / H. Joe -- 9. Counting vines / O. Morales-Napoles -- 10. Regular vines : Generation algorithm and number of equivalence classes / H. Joe, R.M. Cooke and D. Kurowicka -- 11. Optimal truncation of vines / D. Kurowicka -- 12. Bayesian inference for D-vines : Estimation and model selection / C. Czado and A. Min -- 13. Analysis of Australian electricity loads using joint Bayesian inference of D-vines with autoregressive margins / C. Czado, F. Gartner and A. Min -- 14. Non-parametric Bayesian belief nets versus vines / A. Hanea -- 15. Modeling dependence between financial returns using pair-copula constructions / K. Aas and D. Berg -- 16. Dynamic D-vine model / A. Heinen and A. Valdesogo -- 17. Summary and future directions / D. Kurowicka

Mesoscale Modelling for Meteorological and Air Pollution Applications

Author : Ranjeet S. Sokhi
Publisher : Anthem Press
ISBN 13 : 1783088273
Total Pages : 382 pages
Book Rating : 4.7/5 (83 download)

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Book Synopsis Mesoscale Modelling for Meteorological and Air Pollution Applications by : Ranjeet S. Sokhi

Download or read book Mesoscale Modelling for Meteorological and Air Pollution Applications written by Ranjeet S. Sokhi and published by Anthem Press. This book was released on 2018-11-15 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: ‘Mesoscale Modelling for Meteorological and Air Pollution Applications’ combines the fundamental and practical aspects of mesoscale air pollution and meteorological modelling. Providing an overview of the fundamental concepts of air pollution and meteorological modelling, including parameterization of key atmospheric processes, the book also considers equally important aspects such as model integration, evaluation concepts, performance evaluation, policy relevance and user training.

Handbook of Environmental and Ecological Statistics

Author : Alan E. Gelfand
Publisher : CRC Press
ISBN 13 : 1351648543
Total Pages : 679 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Handbook of Environmental and Ecological Statistics by : Alan E. Gelfand

Download or read book Handbook of Environmental and Ecological Statistics written by Alan E. Gelfand and published by CRC Press. This book was released on 2019-01-15 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface. Features: An internationally regarded editorial team. A distinguished collection of contributors. A thoroughly contemporary treatment of a substantial interdisciplinary interface. Written to engage both statisticians as well as quantitative environmental researchers. 34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.

geoENV VI – Geostatistics for Environmental Applications

Author : Amílcar Soares
Publisher : Springer Science & Business Media
ISBN 13 : 1402064489
Total Pages : 500 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis geoENV VI – Geostatistics for Environmental Applications by : Amílcar Soares

Download or read book geoENV VI – Geostatistics for Environmental Applications written by Amílcar Soares and published by Springer Science & Business Media. This book was released on 2008-03-12 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 40 selected full-text contributions from the Sixth European Conference on Geostatistics for Environmental Applications, geoENV IV, held in Rhodes, Greece, October 25-26, 2006. The objective of the editors was to compile a set of papers from which the reader could perceive how geostatistics is applied within the environmental sciences. A few selected theoretical contributions are also included.

An Introduction to Statistical Modeling of Extreme Values

Author : Stuart Coles
Publisher : Springer Science & Business Media
ISBN 13 : 1447136756
Total Pages : 219 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis An Introduction to Statistical Modeling of Extreme Values by : Stuart Coles

Download or read book An Introduction to Statistical Modeling of Extreme Values written by Stuart Coles and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrate the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes. All the computations are carried out using S-PLUS, and the corresponding datasets and functions are available via the Internet for readers to recreate examples for themselves. An essential reference for students and researchers in statistics and disciplines such as engineering, finance and environmental science, this book will also appeal to practitioners looking for practical help in solving real problems. Stuart Coles is Reader in Statistics at the University of Bristol, UK, having previously lectured at the universities of Nottingham and Lancaster. In 1992 he was the first recipient of the Royal Statistical Society's research prize. He has published widely in the statistical literature, principally in the area of extreme value modeling.

Statistical Modeling Using Bayesian Latent Gaussian Models

Author : Birgir Hrafnkelsson
Publisher : Springer Nature
ISBN 13 : 3031397916
Total Pages : 256 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Statistical Modeling Using Bayesian Latent Gaussian Models by : Birgir Hrafnkelsson

Download or read book Statistical Modeling Using Bayesian Latent Gaussian Models written by Birgir Hrafnkelsson and published by Springer Nature. This book was released on 2023-12-10 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the statistical modeling of geophysical and environmental data using Bayesian latent Gaussian models. The structure of these models is described in a thorough introductory chapter, which explains how to construct prior densities for the model parameters, how to infer the parameters using Bayesian computation, and how to use the models to make predictions. The remaining six chapters focus on the application of Bayesian latent Gaussian models to real examples in glaciology, hydrology, engineering seismology, seismology, meteorology and climatology. These examples include: spatial predictions of surface mass balance; the estimation of Antarctica’s contribution to sea-level rise; the estimation of rating curves for the projection of water level to discharge; ground motion models for strong motion; spatial modeling of earthquake magnitudes; weather forecasting based on numerical model forecasts; and extreme value analysis of precipitation on a high-dimensional grid. The book is aimed at graduate students and experts in statistics, geophysics, environmental sciences, engineering, and related fields.

Spatiotemporal Random Fields

Author : George Christakos
Publisher : Elsevier
ISBN 13 : 0128030321
Total Pages : 698 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Spatiotemporal Random Fields by : George Christakos

Download or read book Spatiotemporal Random Fields written by George Christakos and published by Elsevier. This book was released on 2017-07-26 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric sciences, spatiotemporal statistics, and geostatistics, among others. The new edition features considerable detail of spatiotemporal random field theory, including ordinary and generalized models, as well as space-time homostationary, isostationary and hetrogeneous approaches. Presenting new theoretical and applied results, with particular emphasis on space-time determination and interpretation, spatiotemporal analysis and modeling, random field geometry, random functionals, probability law, and covariance construction techniques, this book highlights the key role of space-time metrics, the physical interpretation of stochastic differential equations, higher-order space-time variability functions, the validity of major theoretical assumptions in real-world practice (covariance positive-definiteness, metric-adequacy etc.), and the emergence of interdisciplinary phenomena in conditions of multi-sourced real-world uncertainty. Contains applications in the form of examples and case studies, providing readers with first-hand experiences Presents an easy to follow narrative which progresses from simple concepts to more challenging ideas Includes significant updates from the previous edition, including a focus on new theoretical and applied results

Climate and Social Stress

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309278562
Total Pages : 253 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Climate and Social Stress by : National Research Council

Download or read book Climate and Social Stress written by National Research Council and published by National Academies Press. This book was released on 2013-02-14 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change can reasonably be expected to increase the frequency and intensity of a variety of potentially disruptive environmental events-slowly at first, but then more quickly. It is prudent to expect to be surprised by the way in which these events may cascade, or have far-reaching effects. During the coming decade, certain climate-related events will produce consequences that exceed the capacity of the affected societies or global systems to manage; these may have global security implications. Although focused on events outside the United States, Climate and Social Stress: Implications for Security Analysis recommends a range of research and policy actions to create a whole-of-government approach to increasing understanding of complex and contingent connections between climate and security, and to inform choices about adapting to and reducing vulnerability to climate change.

Space-time Modelling of Extreme Values

Author : Ben Youngman
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (926 download)

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Book Synopsis Space-time Modelling of Extreme Values by : Ben Youngman

Download or read book Space-time Modelling of Extreme Values written by Ben Youngman and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Science and Engineering of Freak Waves

Author : Nobuhito Mori
Publisher : Elsevier
ISBN 13 : 0323972152
Total Pages : 242 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Science and Engineering of Freak Waves by : Nobuhito Mori

Download or read book Science and Engineering of Freak Waves written by Nobuhito Mori and published by Elsevier. This book was released on 2023-10-27 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science and Engineering of Freak Waves provides a holistic and interdisciplinary view of extreme ocean waves for both scientific and engineering applications. Readers will learn the fundamental theory of extreme waves and the implications they have on coastal structures and methods of prediction through chapters that review the definitions of extreme waves, their history and other important observations. After this, the book's authors describe the theory and modeling of extreme waves that occur in various situations. Final sections provide examples of the application of extreme wave research results to various engineering designs are presented. This book provides a comprehensive overview of the current status of our understandings on freak/rogue waves, the science of extreme waves, prediction, and their engineering applications. As such, it is a must read for physical oceanographers looking for a better understanding of prediction models and the history of these waves, and engineers looking for more information on preparedness and implications for offshore structures and shipping. Presents the history of extreme wave research, including field observations, experiments, numerical modeling, data assimilation and theory Includes numerous freak wave prediction systems and explains when and how they should be used Showcases global case studies where prediction has or could have been used to increase preparedness Provides sample codes so that readers can easily apply these methods to their own science

Air Pollution Modeling and its Application XV

Author : Carlos Borrego
Publisher : Springer Science & Business Media
ISBN 13 : 0306478137
Total Pages : 512 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Air Pollution Modeling and its Application XV by : Carlos Borrego

Download or read book Air Pollution Modeling and its Application XV written by Carlos Borrego and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1969 the North Atlantic Treaty Organization (NATO) established the Committee on Challenges of Modern Society (CCMS). The subject of air pollution was from the start, one of the priority problems under study within the framework of various pilot studies undertaken by this committee. The organization of a periodic conference dealing with air pollution modelling and its application has become one of the main activities within the pilot study relating to air pollution. These international conferences were successively organized by the United States (first five); Federal Republic of Germany (five); Belgium (five); The Netherlands (four) and Denmark (five). With this one Portugal takes over the duty. This volume contains the papers and poster abstracts presented at the NATO/CCMS International Technical Meeting on Air Pollution Modelling and Its Application held in Louvain-la-Neuve, Belgium, during 15-19 October 2001. This ITM was jointly organized by the University of Aveiro, Portugal (Pilot country) and by the Catholic University of Louvain, Belgium (host country). The ITM was attended by 78 participants representing 26 countries from Western and Eastern Europe, North and South America, Asia, Australia and Africa. The main topics of this ITM were : Role of Atmospheric Models in Air Pollution Policy and Abatement Strategies; Integrated Regional Modelling; Global and Long-Range Transport; Regional Air Pollution and Climate; New Developments; and Model Assessment and Verification.

Extremes in a Changing Climate

Author : Amir AghaKouchak
Publisher : Springer Science & Business Media
ISBN 13 : 9400744781
Total Pages : 430 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Extremes in a Changing Climate by : Amir AghaKouchak

Download or read book Extremes in a Changing Climate written by Amir AghaKouchak and published by Springer Science & Business Media. This book was released on 2012-10-24 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of the state-of-the-art methodologies and approaches suggested for detecting extremes, trend analysis, accounting for nonstationarities, and uncertainties associated with extreme value analysis in a changing climate. This volume is designed so that it can be used as the primary reference on the available methodologies for analysis of climate extremes. Furthermore, the book addresses current hydrometeorologic global data sets and their applications for global scale analysis of extremes. While the main objective is to deliver recent theoretical concepts, several case studies on extreme climate conditions are provided. Audience The book is suitable for teaching in graduate courses in the disciplines of Civil and Environmental Engineering, Earth System Science, Meteorology and Atmospheric Sciences.

Statistics of Extremes

Author : Jan Beirlant
Publisher : John Wiley & Sons
ISBN 13 : 0470012374
Total Pages : 522 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Statistics of Extremes by : Jan Beirlant

Download or read book Statistics of Extremes written by Jan Beirlant and published by John Wiley & Sons. This book was released on 2006-03-17 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in the statistical analysis of extreme values has flourished over the past decade: new probability models, inference and data analysis techniques have been introduced; and new application areas have been explored. Statistics of Extremes comprehensively covers a wide range of models and application areas, including risk and insurance: a major area of interest and relevance to extreme value theory. Case studies are introduced providing a good balance of theory and application of each model discussed, incorporating many illustrated examples and plots of data. The last part of the book covers some interesting advanced topics, including time series, regression, multivariate and Bayesian modelling of extremes, the use of which has huge potential.