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Data Assimilation : A Mathematical Introduction
Resource Information
The work ** Data Assimilation : A Mathematical Introduction** represents a distinct intellectual or artistic creation found in **European University Institute**. This resource is a combination of several types including: Work, Language Material, Books.

The Resource
Data Assimilation : A Mathematical Introduction
Resource Information

The work

**Data Assimilation : A Mathematical Introduction**represents a distinct intellectual or artistic creation found in**European University Institute**. This resource is a combination of several types including: Work, Language Material, Books.- Label
- Data Assimilation : A Mathematical Introduction

- Title remainder
- A Mathematical Introduction

- Statement of responsibility
- by Kody Law, Andrew Stuart, Konstantinos Zygalakis

- Language
- eng

- Summary
- This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches. Specifically the authors develop a unified mathematical framework in which a Bayesian formulation of the problem provides the bedrock for the derivation, development and analysis of algorithms; the many examples used in the text, together with the algorithms which are introduced and discussed, are all illustrated by the MATLAB software detailed in the book and made freely available online. The book is organized into nine chapters: the first contains a brief introduction to the mathematical tools around which the material is organized; the next four are concerned with discrete time dynamical systems and discrete time data; the last four are concerned with continuous time dynamical systems and continuous time data and are organized analogously to the corresponding discrete time chapters. This book is aimed at mathematical researchers interested in a systematic development of this interdisciplinary field, and at researchers from the geosciences, and a variety of other scientific fields, who use tools from data assimilation to combine data with time-dependent models. The numerous examples and illustrations make understanding of the theoretical underpinnings of data assimilation accessible. Furthermore, the examples, exercises and MATLAB software, make the book suitable for students in applied mathema tics, either through a lecture course, or through self-study

- Image bit depth
- 0

- Literary form
- non fiction

- Series statement
- Texts in Applied Mathematics,

- Series volume
- 62

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`<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.eui.eu/resource/QnqpUJ3F3Ds/" typeof="CreativeWork http://bibfra.me/vocab/lite/Work"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.eui.eu/resource/QnqpUJ3F3Ds/">Data Assimilation : A Mathematical Introduction</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.eui.eu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.eui.eu/">European University Institute</a></span></span></span></span></div>`