TY - BOOK AU - Glover,David M. AU - Jenkins,William J. AU - Doney,Scott C. TI - Modeling Methods for Marine Science SN - 9780511975721 (ebook) AV - GC10.4.M36 G57 2011 U1 - 551.46015118 22 PY - 2011/// CY - Cambridge PB - Cambridge University Press N1 - Title from publisher's bibliographic system (viewed on 04 Apr 2016) N2 - 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 UR - http://dx.doi.org/10.1017/CBO9780511975721 ER -