The book entitled: "Data Analysis Methods in Physical Oceanography" is in the Marine Science and Technology Books section of Earth and Planetary Sciences Books area...

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DESCRIPTION: Data Analysis Methods in Physical Oceanography is a practical reference
guide to established and modern data analysis techniques in earth and ocean
sciences. This second and revised edition is even more comprehensive with numerous updates, and an additional appendix on 'Convolution and Fourier transforms'. Intended for both students and established scientists, the five
major chapters of the book cover data acquisition and recording, data
processing and presentation, statistical methods and error handling,
analysis of spatial data fields, and time series analysis methods. Chapter 5
on time series analysis is a book in itself, spanning a wide diversity of
topics from stochastic processes and stationarity, coherence functions,
Fourier analysis, tidal harmonic analysis, spectral and cross-spectral
analysis, wavelet and other related methods for processing nonstationary
data series, digital filters, and fractals. The seven appendices include
unit

TABLE OF CONTENTS: Chapter and section headings: Preface. Acknowledgments. Data Acquisition and Recording. Introduction. Basic sampling requirements. Temperature. Salinity. Depth or pressure. Sea-level measurement. Eulerian currents. Lagrangian current measurements. Wind. Precipitation. Chemical tracers. Transient chemical tracers. Data Processing and Presentation. Introduction. Calibration. Interpolation. Data presentation. Statistical Methods and Error Handling. Introduction. Sample distributions. Probability. Moments and expected values. Common probability density functions. Central limit theorem. Estimation. Confidence intervals. Selecting the sample size. Confidence intervals for altimeter bias estimators. Estimation methods. Linear estimation (regression). Relationship between regression and correlation. Hypothesis testing. Effective degrees of freedom. Editing and despiking techniques: the nature of errors. Interpolation: filling the data gaps. Covariance and the covariance matrix. Bootstrap and jackknife methods. The Spatial Analyses of Data Fields. Traditional block and bulk averaging. Objective analysis. Empirical orthogonal functions. Normal mode analysis. Inverse methods. Time-series Analysis Methods. Basic concepts. Stochastic processes and stationarity. Correlation functions. Fourier analysis. Harmonic analysis. Spectral analysis. Spectral analysis (parametric methods). Cross-spectral analysis. Wavelet analysis. Digital filters. Fractals. Appendices.
References. Index. 8 illus., 135 line drawings.

AUTHORS: Emery, W.J.;Thomson, R.E.

PAGES: pages

PUBLISH DATE: 01/04/2001

ISBN Number: 0-444-50757-4

USA Book Price: $82.95
UK Book Price: £54.95

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