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Titlebook: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height; Erik Vanem Book 2013 Springer-Verlag Berlin Heidelber

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发表于 2025-3-21 19:44:30 | 显示全部楼层 |阅读模式
期刊全称Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height
影响因子2023Erik Vanem
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发行地址The monograph addresses modelling of ocean wave climate in space and time.Of interest to everyone with an interest in climate research and the effects of climate change.Focus on long-term temporal tre
学科分类Ocean Engineering & Oceanography
图书封面Titlebook: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height;  Erik Vanem Book 2013 Springer-Verlag Berlin Heidelber
影响因子.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 c
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Liudmila S. Chesnokova,Andrew D. Yurochkove height are regressed on the atmospheric level of CO.. Hence, future projections of the ocean wave climate are made based on projected levels of CO. in the atmosphere. Those projections are again based on various emission scenarios suggested by the IPCC, and projections based on two reference scen
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Arthi Manohar,Cigdem Sengul,Jiahong Chen the same stochastic Bayesian hierarchical space-time model with regression on atmospheric levels of . in order to estimate the expected long-term trends and make future projections toward the year 2100. The model was initially developed for an area in the North Atlantic Ocean, and has been found to
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Erik VanemThe monograph addresses modelling of ocean wave climate in space and time.Of interest to everyone with an interest in climate research and the effects of climate change.Focus on long-term temporal tre
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