Keywords:
Statistical weather forecasting.
;
Electronic books.
Description / Table of Contents:
This edited volume presents the latest developments and current research questions in nonlinear and stochastic climate dynamics. It provides graduate students and researchers with a broad overview of the physical climate system and introduces powerful data analysis and modeling methods for climate scientists and applied mathematicians.
Type of Medium:
Online Resource
Pages:
1 online resource (468 pages)
Edition:
1st ed.
ISBN:
9781316883877
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=4755991
DDC:
551.60151922
Language:
English
Note:
Cover -- Half-title page -- Title page -- Copyright page -- Contents -- List of Figures -- List of Contributors -- Preface -- 1 Challenges for Ice Age Dynamics: A Dynamical Systems Perspective -- 2 Tipping Points in the Climate System -- 3 Atmospheric Teleconnection Patterns -- 4 Atmospheric Regimes: The Link between Weather and the Large-Scale Circulation -- 5 Low-Frequency Regime Transitions and Predictability of Regimes in a Barotropic Model -- 6 Complex Network Techniques for Climatological Data Analysis -- 7 On Inference and Validation of Causality Relations in Climate Teleconnections -- 8 Stochastic Climate Theory -- 9 Stochastic Subgrid Modelling for Geophysical and Three-Dimensional Turbulence -- 10 Model Error in Data Assimilation -- 11 Long-Term Memory in Climate: Detection, Extreme Events, and Significance of Trends -- 12 Fractional Stochastic Models for Heavy Tailed, and Long-Range Dependent, Fluctuations in Physical Systems -- 13 Modelling Spatial Extremes Using Max-Stable Processes -- 14 Extreme Value Analysis in Dynamical Systems:Two Case Studies -- Index.
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