Data assimilation: mathematical concepts and instructive examples / / by Rodolfo Guzzi
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| Autore: |
Guzzi Rodolfo
|
| Titolo: |
Data assimilation: mathematical concepts and instructive examples / / by Rodolfo Guzzi
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Edizione: | 1st ed. 2016. |
| Descrizione fisica: | 1 online resource (140 p.) |
| Disciplina: | 519.5 |
| Soggetto topico: | Computer simulation |
| Physical geography | |
| Mathematical physics | |
| Environmental sciences | |
| Water quality | |
| Water - Pollution | |
| Simulation and Modeling | |
| Earth System Sciences | |
| Theoretical, Mathematical and Computational Physics | |
| Environmental Science and Engineering | |
| Water Quality/Water Pollution | |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters and index. |
| Nota di contenuto: | Preface -- 1. Introduction through historical perspective -- 2. Representation of the physical system -- 3. Sequential interpolation -- 4. Advanced data assimilation methods -- 5. Applications -- A. Appendix. |
| Sommario/riassunto: | This book endeavours to give a concise contribution to understanding the data assimilation and related methodologies. The mathematical concepts and related algorithms are fully presented, especially for those facing this theme for the first time. The first chapter gives a wide overview of the data assimilation steps starting from Gauss' first methods to the most recent as those developed under the Monte Carlo methods. The second chapter treats the representation of the physical system as an ontological basis of the problem. The third chapter deals with the classical Kalman filter, while the fourth chapter deals with the advanced methods based on recursive Bayesian Estimation. A special chapter, the fifth, deals with the possible applications, from the first Lorenz model, passing trough the biology and medicine up to planetary assimilation, mainly on Mars. This book serves both teachers and college students, and other interested parties providing the algorithms and formulas to manage the data assimilation everywhere a dynamic system is present. |
| Titolo autorizzato: | Data Assimilation: Mathematical Concepts and Instructive Examples |
| ISBN: | 3-319-22410-7 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910255012503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Earth Sciences, . 2191-5369