Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico

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 different time and space scales and the availability of essentially one observational record, is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on the general principles that made the first edition a popular choice. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.

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Main Authors: Storch, Hans von editor, Navarra, Antonio editor/a
Format: Texto biblioteca
Language:eng
Published: New York, New York, United States Springer c199
Subjects:Climatic changes,
Online Access:http://link.springer.com/openurl?genre=book&isbn=978-3-642-08560-4
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id KOHA-OAI-ECOSUR:56449
record_format koha
institution ECOSUR
collection Koha
country México
countrycode MX
component Bibliográfico
access En linea
En linea
databasecode cat-ecosur
tag biblioteca
region America del Norte
libraryname Sistema de Información Bibliotecario de ECOSUR (SIBE)
language eng
topic Climatic changes
Climatic changes
spellingShingle Climatic changes
Climatic changes
Storch, Hans von editor
Navarra, Antonio editor/a
Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
description 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 different time and space scales and the availability of essentially one observational record, is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on the general principles that made the first edition a popular choice. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.
format Texto
topic_facet Climatic changes
author Storch, Hans von editor
Navarra, Antonio editor/a
author_facet Storch, Hans von editor
Navarra, Antonio editor/a
author_sort Storch, Hans von editor
title Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
title_short Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
title_full Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
title_fullStr Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
title_full_unstemmed Analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico
title_sort analysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the commission of the european community on elba from october 30 to november 6, 1993 libro electrónico
publisher New York, New York, United States Springer
publishDate c199
url http://link.springer.com/openurl?genre=book&isbn=978-3-642-08560-4
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spelling KOHA-OAI-ECOSUR:564492021-01-11T22:01:32ZAnalysis of climate variability applications of statistical techniques: proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Libro electrónico Storch, Hans von editor Navarra, Antonio editor/a textNew York, New York, United States Springerc1999engVarious 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 different time and space scales and the availability of essentially one observational record, is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on the general principles that made the first edition a popular choice. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.Incluye bibliografía e índice: páginas 305-336Chapter 1. Introduction.. 1. The development of climate research.. 2. Misuses of statistical analysis in climate research.. Chapter 2. Analyzing the observed climate.. 3. Climate spectra and stochastic climate models.. 4. The instrumental data record: its accuracy and use in attempts to identify the "CO2 Signal".. 5. Interpreting high-resolution proxy climate data - the example of dendroclimatology.. 6. Analysing the boreal summer relationship between worldwide sea-surface temperature and atmospheric variability.. Chapter 3. Simulating and predicting climate.. 7. The simulation of weather types in GCMs: a regional approach to control-Run validation.. 8. Statistical analysis of GCM output.. 9. Field intercomparison.. 10. The evaluation of forecasts.. 11. Stochastic modeling of precipitation with applications to climate model downscaling.. Chapter 4. Pattern analysis.. 12. Teleconnection patterns.. 13. Spatial patterns: EOFs and CCA.. 14. Patterns in time: SSA and MSSA.. 15. Multivariate statistical modeling: POP-Model as a first order approximation.. IndexVarious 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 different time and space scales and the availability of essentially one observational record, is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on the general principles that made the first edition a popular choice. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.Disponible en formato PDFSubscripción a ELSEVIERClimatic changesDisponible en líneahttp://link.springer.com/openurl?genre=book&isbn=978-3-642-08560-4URN:ISBN:3540663150URN:ISBN:9783642085604 (Print)URN:ISBN:9783662037447 (Online)Disponible para usuarios de ECOSUR con su clave de acceso