Dynamic data assimilation : (Record no. 518303)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03590nam a22003858i 4500 |
| 001 - CONTROL NUMBER | |
| control field | CR9780511526480 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UkCbUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200124160238.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m|||||o||d|||||||| |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 090407s2006||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780511526480 (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780521851558 (hardback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | UkCbUP |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | UkCbUP |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA401 |
| Item number | .L475 2006 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 511.8 |
| Edition number | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Lewis, J. M., |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Dynamic data assimilation : |
| Remainder of title | a least squares approach / |
| Statement of responsibility, etc | John M. Lewis, S. Lakshmivarahan, Sudarshan Dhall. |
| 264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R) | |
| Place of production, publication, distribution, manufacture (R) | Cambridge : |
| Name of producer, publisher, distributor, manufacturer (R) | Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2006. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xxii, 654 pages) : |
| Other physical details | digital, PDF file(s). |
| 336 ## - Content Type (R) | |
| Content type term (R) | text |
| Content type code (R) | txt |
| Source (NR) | rdacontent |
| 337 ## - Media Type (R) | |
| Media type term (R) | computer |
| Media type code (R) | c |
| Source (NR) | rdamedia |
| 338 ## - Carrier Type (R) | |
| Carrier type term (R) | online resource |
| Carrier type code (R) | cr |
| Source (NR) | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| სერიის ცნობა | Encyclopedia of mathematics and its applications ; |
| Volume number/sequential designation | volume 104 |
| 500 ## - GENERAL NOTE | |
| General note | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Miscellaneous information | 1. |
| Title | Synopsis -- |
| Miscellaneous information | 2. |
| Title | Pathways into data assimilation : illustrative examples -- |
| Miscellaneous information | 3. |
| Title | Applications -- |
| Miscellaneous information | 4. |
| Title | Brief history of data assimilation -- |
| Miscellaneous information | 5. |
| Title | Linear least squares estimation : method of normal equations -- |
| Miscellaneous information | 6. |
| Title | A geometric view : projection and invariance -- |
| Miscellaneous information | 7. |
| Title | Nonlinear least squares estimation -- |
| Miscellaneous information | 8. |
| Title | Recursive least squares estimation -- |
| Miscellaneous information | 9. |
| Title | Matrix methods -- |
| Miscellaneous information | 10. |
| Title | Optimization : steepest descent method -- |
| Miscellaneous information | 11. |
| Title | Conjugate direction/gradient methods -- |
| Miscellaneous information | 12. |
| Title | Newton and quasi-Newton methods -- |
| Miscellaneous information | 13. |
| Title | Principles of statistical estimation -- |
| Miscellaneous information | 14. |
| Title | Statistical least squares estimation -- |
| Miscellaneous information | 15. |
| Title | Maximum likelihood method -- |
| Miscellaneous information | 16. |
| Title | Bayesian estimation method -- |
| Miscellaneous information | 17. |
| Title | From Gauss to Kalman : sequential, linear minimum variance estimation. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Dynamic data assimilation is the assessment, combination and synthesis of observational data, scientific laws and mathematical models to determine the state of a complex physical system, for instance as a preliminary step in making predictions about the system's behaviour. The topic has assumed increasing importance in fields such as numerical weather prediction where conscientious efforts are being made to extend the term of reliable weather forecasts beyond the few days that are presently feasible. This book is designed to be a basic one-stop reference for graduate students and researchers. It is based on graduate courses taught over a decade to mathematicians, scientists, and engineers, and its modular structure accommodates the various audience requirements. Thus Part I is a broad introduction to the history, development and philosophy of data assimilation, illustrated by examples; Part II considers the classical, static approaches, both linear and nonlinear; and Part III describes computational techniques. Parts IV to VII are concerned with how statistical and dynamic ideas can be incorporated into the classical framework. Key themes covered here include estimation theory, stochastic and dynamic models, and sequential filtering. The final part addresses the predictability of dynamical systems. Chapters end with a section that provides pointers to the literature, and a set of exercises with instructive hints. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Simulation methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical models. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lakshmivarahan, S., |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dhall, Sudarshan Kumar, |
| Dates associated with a name | 1937- |
| Relator term | author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| International Standard Book Number | 9780521851558 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Encyclopedia of mathematics and its applications ; |
| Volume number/sequential designation | v. 104. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1017/CBO9780511526480">https://doi.org/10.1017/CBO9780511526480</a> |
No items available.