Analysis of Climate Variability: Applications of Statistical Techniques
Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climat...
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| Other Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1995
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| Subjects: | |
| Online Access: | BTU01 Volltext |
| Summary: | Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community |
| Physical Description: | 1 Online-Ressource (XVII, 334 p. 170 illus) |
| ISBN: | 9783662031674 |
| DOI: | 10.1007/978-3-662-03167-4 |
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| illustrated | Not Illustrated |
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| spelling | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Berlin, Heidelberg Springer Berlin Heidelberg 1995 1 Online-Ressource (XVII, 334 p. 170 illus) txt rdacontent c rdamedia cr rdacarrier Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences Storch, Hans von edt Navarra, Antonio edt Erscheint auch als Druck-Ausgabe 9783662031698 https://doi.org/10.1007/978-3-662-03167-4 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Analysis of Climate Variability Applications of Statistical Techniques Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| title | Analysis of Climate Variability Applications of Statistical Techniques |
| title_alt | Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 |
| title_auth | Analysis of Climate Variability Applications of Statistical Techniques |
| title_exact_search | Analysis of Climate Variability Applications of Statistical Techniques |
| title_full | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_fullStr | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_full_unstemmed | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_short | Analysis of Climate Variability |
| title_sort | analysis of climate variability applications of statistical techniques |
| title_sub | Applications of Statistical Techniques |
| topic | Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| topic_facet | Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| url | https://doi.org/10.1007/978-3-662-03167-4 |
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