Data Assimilation

Name: Data Assimilation
Author: Geir Evensen

The Ensemble Kalman Filter

Specificaties

Paperback, blz. | Engels

Springer Verlag | 2e druk, 2014

ISBN13: 9783642424762

Rubricering

Hoofdrubriek : Computer en informatica

Juridisch : Computer en informatica

Springer Verlag 2e druk, 2014 9783642424762

Verwachte levertijd ongeveer 9 werkdagen

276,99

In winkelwagen

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

ISBN13:9783642424762

Taal:Engels

Bindwijze:paperback

Uitgever:Springer Verlag

Druk:2

Verschijningsdatum:26-11-2014

Hoofdrubriek:Computer en informatica

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.