Modeling Methods for Marine Science
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Modeling Methods for Marine Science
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Standort: Somerset, New Jersey, USA
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eBay-Artikelnr.:226744496598
Artikelmerkmale
- Artikelzustand
- ISBN
- 9780521867832
Über dieses Produkt
Product Identifiers
Publisher
Cambridge University Press
ISBN-10
0521867835
ISBN-13
9780521867832
eBay Product ID (ePID)
99635357
Product Key Features
Number of Pages
588 Pages
Language
English
Publication Name
Modeling Methods for Marine Science
Publication Year
2011
Subject
Earth Sciences / Oceanography, General
Type
Textbook
Subject Area
Mathematics, Science
Format
Hardcover
Dimensions
Item Height
1.2 in
Item Weight
45.2 Oz
Item Length
10 in
Item Width
7.1 in
Additional Product Features
Intended Audience
Scholarly & Professional
Reviews
"I learned some new things from this book, especially about geochemistry..I believe that no other book covers the same topics as this book does, so in that sense it is unique...I very highly recommend this book for use in courses that cover modeling methods in oceanography or geophysics, and to researches." - Peter Gent, Bulletin of the American Meteorological Society, July 2012, "This textbook can be considered as a reference in data analysis and numerical modeling. For readers who are interested in the numerical side of marine science, this book presents lots of methods and provides numerous useful tools...Its readability makes it an excellent manual that I would definitely recommend around me, both for students and for researchers" - Virginie Raybaud, Limnology and Oceanography Bulletin, 'I believe that no other book covers the same topics as this book does, so in that sense it is unique … I very highly recommend this book for use in courses that cover modeling methods in oceanography or geophysics, and to researchers who want to refresh their knowledge or learn new aspects of their subject.' Peter R. Gent, Bulletin of the American Meteorological Society, '… this book does not deal only with modeling; it also presents many numerical data analysis techniques. It is very didactic, well-written (sometimes with humor) and provides an advanced set of tools for students, teachers and research scientists who are interested in the numerical side of several fields in marine science … At the end of each chapter, selected exercises are proposed, which also makes this book an excellent course support for teachers.' Limnology and Oceanography Bulletin
Dewey Edition
22
Illustrated
Yes
Dewey Decimal
551.46015118
Table Of Content
Preface; 1. Resources, MATLAB primer and introduction to linear algebra; 2. Measurement theory, probability distributions, error propagation and analysis; 3. Least squares and regression techniques, goodness of fit and tests, and non-linear least square techniques; 4. Principal component and factor analysis; 5. Sequence analysis I: uniform series, cross- and auto-correlation, and Fourier transforms; 6. Sequence analysis II: optimal filtering and spectral analysis; 7. Gridding, objective mapping and kriging; 8. Integration of ODEs and 0-D (box) models; 9. A model building tutorial; 10. Model analysis and optimization; 11. Advection-diffusion equations and turbulence; 12. Finite difference techniques; 13. Open ocean 1-D advection-diffusion models; 14. 1-D models in sedimentary systems; 15. Upper ocean 1-D seasonal models; 16. 2-D gyre models; 17. 3-D general circulation models; 18. Inverse methods and assimilation techniques; 19. Scientific visualization; Appendix: hints and tricks; References; Index.
Synopsis
An advanced textbook on modeling, data analysis and numerical techniques for advanced students of oceanography, and an invaluable resource for a broad range of scientists undertaking modeling in chemical, biological, geological and physical oceanography., This advanced textbook on modeling, data analysis and numerical techniques for marine science has been developed from a course taught by the authors for many years at the Woods Hole Oceanographic Institute. The first part covers statistics: singular value decomposition, error propagation, least squares regression, principal component analysis, time series analysis and objective interpolation. The second part deals with modeling techniques: finite differences, stability analysis and optimization. The third part describes case studies of actual ocean models of ever increasing dimensionality and complexity, starting with zero-dimensional models and finishing with three-dimensional general circulation models. Throughout the book hands-on computational examples are introduced using the MATLAB programming language and the principles of scientific visualization are emphasised. Ideal as a textbook for advanced students of oceanography on courses in data analysis and numerical modeling, the book is also an invaluable resource for a broad range of scientists undertaking modeling in chemical, biological, geological and physical oceanography.
LC Classification Number
GC10.4.M36 G57 2011
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