Modeling methods for marine science
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 squa...
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Cambridge University Press
2011
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| 100 | 1 | |a Glover, David M. | |
| 245 | 1 | 0 | |a Modeling methods for marine science |c David M. Glover, William J. Jenkins, and Scott C. Doney |
| 264 | 1 | |a Cambridge |b Cambridge University Press |c 2011 | |
| 300 | |a 1 Online-Ressource (xv, 571 Seiten) | ||
| 336 | |b txt | ||
| 337 | |b c | ||
| 338 | |b cr | ||
| 520 | |a 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. | ||
| 700 | 1 | |a Doney, Scott Christopher | |
| 700 | 1 | |a Jenkins, William J. | |
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| id | ZDB-20-CTM-CR9780511975721 |
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| isbn | 9780511975721 |
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| spelling | Glover, David M. Modeling methods for marine science David M. Glover, William J. Jenkins, and Scott C. Doney Cambridge Cambridge University Press 2011 1 Online-Ressource (xv, 571 Seiten) txt c cr 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. Doney, Scott Christopher Jenkins, William J. Erscheint auch als Druck-Ausgabe 9780521867832 TUM01 ZDB-20-CTM TUM_PDA_CTM https://doi.org/10.1017/CBO9780511975721 Volltext |
| spellingShingle | Glover, David M. Modeling methods for marine science |
| title | Modeling methods for marine science |
| title_auth | Modeling methods for marine science |
| title_exact_search | Modeling methods for marine science |
| title_full | Modeling methods for marine science David M. Glover, William J. Jenkins, and Scott C. Doney |
| title_fullStr | Modeling methods for marine science David M. Glover, William J. Jenkins, and Scott C. Doney |
| title_full_unstemmed | Modeling methods for marine science David M. Glover, William J. Jenkins, and Scott C. Doney |
| title_short | Modeling methods for marine science |
| title_sort | modeling methods for marine science |
| url | https://doi.org/10.1017/CBO9780511975721 |
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