Statistical Analysis of Climate Extremes

Statistical Analysis of Climate Extremes
Author: Manfred Mudelsee
Publisher: Cambridge University Press
Total Pages: 213
Release: 2020
Genre:
ISBN: 1107033187


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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 Climate Extremes
Language: en
Pages: 213
Authors: Manfred Mudelsee
Categories:
Type: BOOK - Published: 2020 - Publisher: Cambridge University Press

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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
Extremes in a Changing Climate
Language: en
Pages: 430
Authors: Amir AghaKouchak
Categories: Science
Type: BOOK - Published: 2012-10-24 - Publisher: Springer Science & Business Media

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This book provides a collection of the state-of-the-art methodologies and approaches suggested for detecting extremes, trend analysis, accounting for nonstation
Statistical Analysis in Climate Research
Language: en
Pages: 979
Authors: Hans von Storch
Categories: Science
Type: BOOK - Published: 2002-02-21 - Publisher: Cambridge University Press

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Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools of mathematical statistics therefore find wide application in
Climate Time Series Analysis
Language: en
Pages: 497
Authors: Manfred Mudelsee
Categories: Science
Type: BOOK - Published: 2010-08-26 - Publisher: Springer Science & Business Media

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Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial depend
Attribution of Extreme Weather Events in the Context of Climate Change
Language: en
Pages: 187
Authors: National Academies of Sciences, Engineering, and Medicine
Categories: Science
Type: BOOK - Published: 2016-07-28 - Publisher: National Academies Press

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As climate has warmed over recent years, a new pattern of more frequent and more intense weather events has unfolded across the globe. Climate models simulate s