Data assimilation: a mathematical introduction
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham ; Heidelberg ; New York ; Dordrecht ; London
Springer
[2015]
|
| Schriftenreihe: | Texts in applied mathematics
volume 62 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Abstract |
| Beschreibung: | xviii, 242 Seiten Diagramme |
| ISBN: | 9783319203249 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804174977694433280 |
|---|---|
| adam_text | DATA ASSIMILATION
/ LAW, KODY
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
MATHEMATICAL BACKGROUND
DISCRETE TIME: FORMULATION
DISCRETE TIME: SMOOTHING ALGORITHMS
DISCRETE TIME: FILTERING ALGORITHMS
DISCRETE TIME: MATLAB PROGRAMS
CONTINUOUS TIME: FORMULATION
CONTINUOUS TIME: SMOOTHING ALGORITHMS
CONTINUOUS TIME: FILTERING ALGORITHMS
CONTINUOUS TIME: MATLAB PROGRAMS
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DATA ASSIMILATION
/ LAW, KODY
: 2015
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Mathematik |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:08:58Z |
| institution | BVB |
| isbn | 9783319203249 |
| language | English |
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| physical | xviii, 242 Seiten Diagramme |
| publishDate | 2015 |
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| publisher | Springer |
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| series | Texts in applied mathematics |
| series2 | Texts in applied mathematics |
| spelling | Law, Kody (DE-588)1078855161 aut Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2015] © 2015 xviii, 242 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Texts in applied mathematics volume 62 Datenassimilation (DE-588)4803260-8 gnd rswk-swf Datenassimilation (DE-588)4803260-8 s DE-604 Stuart, Andrew (DE-588)1078856400 aut Zygalakis, Konstantinos (DE-588)1078856850 aut Erscheint auch als Online-Ausgabe 10.1007/978-3-319-20325-6 Erscheint auch als Online-Ausgabe 978-3-319-20325-6 Texts in applied mathematics volume 62 (DE-604)BV002476038 62 Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Law, Kody Stuart, Andrew Zygalakis, Konstantinos Data assimilation a mathematical introduction Texts in applied mathematics Datenassimilation (DE-588)4803260-8 gnd |
| subject_GND | (DE-588)4803260-8 |
| title | Data assimilation a mathematical introduction |
| title_auth | Data assimilation a mathematical introduction |
| title_exact_search | Data assimilation a mathematical introduction |
| title_full | Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis |
| title_fullStr | Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis |
| title_full_unstemmed | Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis |
| title_short | Data assimilation |
| title_sort | data assimilation a mathematical introduction |
| title_sub | a mathematical introduction |
| topic | Datenassimilation (DE-588)4803260-8 gnd |
| topic_facet | Datenassimilation |
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