img Leseprobe Leseprobe

Data Assimilation: Mathematical Concepts and Instructive Examples

Rodolfo Guzzi

PDF
ca. 69,54 €
Amazon iTunes Thalia.de Hugendubel Bücher.de ebook.de kobo Osiander Google Books Barnes&Noble bol.com Legimi yourbook.shop Kulturkaufhaus ebooks-center.de
* Affiliatelinks/Werbelinks
Hinweis: Affiliatelinks/Werbelinks
Links auf reinlesen.de sind sogenannte Affiliate-Links. Wenn du auf so einen Affiliate-Link klickst und über diesen Link einkaufst, bekommt reinlesen.de von dem betreffenden Online-Shop oder Anbieter eine Provision. Für dich verändert sich der Preis nicht.

Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Anwendungs-Software

Beschreibung

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 andformulas to manage the data assimilation everywhere a dynamic system is present.

Weitere Titel von diesem Autor
Weitere Titel in dieser Kategorie
Cover Regenerating Learning
Regenerating Learning
Patrick Parra Pennefather
54,99 €

Kundenbewertungen

Schlagwörter

water quality and water pollution, Numerical Weather Prediction, Biology and Data Assimilation, 4DDA, Robotics and Data Assimilation, NWP, Weather Forecast and Data Assimilation, Data Assimilation and Applications, kalman Filter and Stochastical Modeling, Inverse Problems and Applications, 3DDA, Statistical Estimation, Cost Function and Data Assimilation, Data Model Building