Geir Evensen
Data Assimilation
The Ensemble Kalman Filter
Gebonden Engels 2009 2e druk 9783642037108Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book reviews popular data-assimilation methods, such as weak and strong constraint variational methods, ensemble filters and smoothers. The author shows how different methods can be derived from a common theoretical basis, as well as how they differ or are related to each other, and which properties characterize them, using several examples. Readers will appreciate the included introductory material and detailed derivations in the text, and a supplemental web site.
Specificaties
ISBN13:9783642037108
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:307
Uitgever:Springer Berlin Heidelberg
Druk:2
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Inhoudsopgave
Statistical definitions.- Analysis scheme.- Sequential data assimilation.- Variational inverse problems.- Nonlinear variational inverse problems.- Probabilistic formulation.- Generalized Inverse.- Ensemble methods.- Statistical optimization.- Sampling strategies for the EnKF.- Model errors.- Square Root Analysis schemes.- Rank issues.- Spurious correlations, localization, and inflation.- An ocean prediction system.- Estimation in an oil reservoir simulator.
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