Data Assimilation Fundamentals : A Unified Formulation of the State and Parameter Estimation Problem

Data Assimilation Fundamentals A Unified Formulation of the State and Parameter Estimation Problem

This open-access textbook's significant contribution is the unified derivation of data-assimilation techniques from a common fundamental and optimal starting point, namely Bayes' theorem. Unique for this book is the "top-down" derivation of the assimilation methods. It starts fro...

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Detalles Bibliográficos
Autor principal: Evensen, Geir (-)
Otros Autores: Vossepoel, Femke C., van Leeuwen, Peter Jan
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cham : Springer International Publishing AG 2022.
Colección:Springer Textbooks in Earth Sciences, Geography and Environment
Materias:
Earth sciences
Probability & statistics
Bayesian inference
Data Assimilation
Parameter Estimation
Ensemble Kalman Filter
4DVar
Representer Method
Ensemble Methods
Particle Filter
Particle Flow
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009660893306719

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