Nonlinear Time Series Analysis in the Geosciences: Applications in Climatology, Geodynamics and Solar-Terrestrial Physics - Couverture souple

9783642097690: Nonlinear Time Series Analysis in the Geosciences: Applications in Climatology, Geodynamics and Solar-Terrestrial Physics

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ISBN 10 : 3642097693 ISBN 13 : 9783642097690

Editeur : Springer, 2010

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In this volume, modern nonlinear approaches are introduced and used to study specific questions relevant to present-day geoscience. The book aims to present a collection of state-of-the-art scientific contributions used in current studies.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

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�diteur: Springer
Date d'�dition: 2010
Langue: anglais
ISBN 10: 3642097693
ISBN 13: 9783642097690
Reliure: Broch�
Num�ro d'�dition: 1
Nombre de pages: 404
�diteur: Donner Reik V., Barbosa Susana M.
Coordonn�es du fabricant: GPSR Kontakt
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Nonlinear Time Series Analysis in the Geosciences (eng)

Donner, Reik V.

Edit� par Springer, 2010

ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Nonlinear Time Series Analysis in the Geosciences: Applications in Climatology, Geodynamics and Solar-Terrestrial Physics (Lecture Notes in Earth Sciences, 112)

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ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Nonlinear Time Series Analysis in the Geosciences

Susana M. Barbosa

Edit� par Springer Berlin Heidelberg Nov 2010, 2010

ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The enormous progress over the last decades in our understanding of the mechanisms behind the complex system 'Earth' is to a large extent based on the availability of enlarged data sets and sophisticated methods for their analysis. Univariate as well as multivariate time series are a particular class of such data which are of special importance for studying the dynamical p- cesses in complex systems. Time series analysis theory and applications in geo- and astrophysics have always been mutually stimulating, starting with classical (linear) problems like the proper estimation of power spectra, which hasbeenputforwardbyUdnyYule(studyingthefeaturesofsunspotactivity) and, later, by John Tukey. In the second half of the 20th century, more and more evidence has been accumulated that most processes in nature are intrinsically non-linear and thus cannot be su ciently studied by linear statistical methods. With mat- matical developments in the elds of dynamic system's theory, exempli ed by Edward Lorenz's pioneering work, and fractal theory, starting with the early fractal concepts inferred by Harold Edwin Hurst from the analysis of geoph- ical time series,nonlinear methods became available for time seriesanalysis as well. Over the last decades, these methods have attracted an increasing int- est in various branches of the earth sciences. The world's leading associations of geoscientists, the American Geophysical Union (AGU) and the European Geosciences Union (EGU) have reacted to these trends with the formation of special nonlinear focus groups and topical sections, which are actively present at the corresponding annual assemblies. 404 pp. Englisch. N� de r�f. du vendeur 9783642097690

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Nonlinear Time Series Analysis in the Geosciences

Donner, Reik V.|Barbosa, Susana M.

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ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Nonlinear Time Series Analysis in the Geosciences : Applications in Climatology, Geodynamics and Solar-Terrestrial Physics

Susana M. Barbosa

Edit� par Springer, 2010

ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - The enormous progress over the last decades in our understanding of the mechanisms behind the complex system 'Earth' is to a large extent based on the availability of enlarged data sets and sophisticated methods for their analysis. Univariate as well as multivariate time series are a particular class of such data which are of special importance for studying the dynamical p- cesses in complex systems. Time series analysis theory and applications in geo- and astrophysics have always been mutually stimulating, starting with classical (linear) problems like the proper estimation of power spectra, which hasbeenputforwardbyUdnyYule(studyingthefeaturesofsunspotactiv ity) and, later, by John Tukey. In the second half of the 20th century, more and more evidence has been accumulated that most processes in nature are intrinsically non-linear and thus cannot be su ciently studied by linear statistical methods. With mat- matical developments in the elds of dynamic system's theory, exempli ed by Edward Lorenz's pioneering work, and fractal theory, starting with the early fractal concepts inferred by Harold Edwin Hurst from the analysis of geoph- ical time series,nonlinear methods became available for time seriesanalysis as well. Over the last decades, these methods have attracted an increasing int- est in various branches of the earth sciences. The world's leading associations of geoscientists, the American Geophysical Union (AGU) and the European Geosciences Union (EGU) have reacted to these trends with the formation of special nonlinear focus groups and topical sections, which are actively present at the corresponding annual assemblies. N� de r�f. du vendeur 9783642097690

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Nonlinear Time Series Analysis in the Geosciences | Applications in Climatology, Geodynamics and Solar-Terrestrial Physics

Reik V. Donner (u. a.)

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Nonlinear Time Series Analysis in the Geosciences

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ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Nonlinear Time Series Analysis in the Geosciences

Susana M. Barbosa

Edit� par Springer Berlin Heidelberg, Springer Nov 2010, 2010

ISBN 10 : 3642097693 ISBN 13 : 9783642097690

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -The enormous progress over the last decades in our understanding of the mechanisms behind the complex system �Earth� is to a large extent based on the availability of enlarged data sets and sophisticated methods for their analysis. Univariate as well as multivariate time series are a particular class of such data which are of special importance for studying the dynamical p- cesses in complex systems. Time series analysis theory and applications in geo- and astrophysics have always been mutually stimulating, starting with classical (linear) problems like the proper estimation of power spectra, which hasbeenputforwardbyUdnyYule(studyingthefeaturesofsunspotactivity) and, later, by John Tukey. In the second half of the 20th century, more and more evidence has been accumulated that most processes in nature are intrinsically non-linear and thus cannot be su ciently studied by linear statistical methods. With mat- matical developments in the elds of dynamic system�s theory, exempli ed by Edward Lorenz�s pioneering work, and fractal theory, starting with the early fractal concepts inferred by Harold Edwin Hurst from the analysis of geoph- ical time series,nonlinear methods became available for time seriesanalysis as well. Over the last decades, these methods have attracted an increasing int- est in various branches of the earth sciences. The world�s leading associations of geoscientists, the American Geophysical Union (AGU) and the European Geosciences Union (EGU) have reacted to these trends with the formation of special nonlinear focus groups and topical sections, which are actively present at the corresponding annual assemblies.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 404 pp. Englisch. N� de r�f. du vendeur 9783642097690

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