Call number:
AWI G2-18-91738
Type of Medium:
Monograph available for loan
Pages:
XI, 716 Seiten
,
Illustrationen
Edition:
third edition
ISBN:
9780123877826
Language:
English
Note:
Contents:
Preface. -
Acknowledgments. -
1. Data Acquisition and Recording. -
1.1 Introduction. -
1.2 Basic Sampling Requirements. -
1.3 Temperature. -
1.4 Salinity. -
1.5 Depth or Pressure. -
1.6 Sea-Level Measurement. -
1.7 Eulerian Currents. -
1.8 Lagrangian Current Measurements. -
1.9 Wind. -
1.10 Precipitation. -
1.11 Chemical Tracers. -
1.12 Transient Chemical Tracers. -
2. Data Processing and Presentation. -
2.1 Introduction. -
2.2 Calibration. -
2.3 Interpolation. -
2.4 Data Presentation. -
3. Statistical Methods and Error Handling. -
3.1 Introduction. -
3.2 Sample Distributions. -
3.3 Probability. -
3.4 Moments and Expected Values. -
3.5 Common PDFs. -
3.6 Central Limit Theorem. -
3.7 Estimation. -
3.8 Confidence Intervals. -
3.9 Selecting the Sample Size. -
3.10 Confidence Intervals for Altimeter-Bias Estimates. -
3.11 Estimation Methods. -
3.12 Linear Estimation (Regression). -
3.13 Relationship between Regression and Correlation. -
3.14 Hypothesis Testing. -
3.15 Effective Degrees of Freedom. -
3.16 Editing and Despiking Techniques: The Nature of Errors. -
3.17 Interpolation: Filling the Data Gaps. -
3.18 Covariance and the Covariance Matrix. -
3.19 The Bootstrap and Jackknife Methods. -
4. The Spatial Analyses of Data Fields. -
4.1 Traditional Block and Bulk Averaging. -
4.2 Objective Analysis. -
4.3 Kriging. -
4.4 Empirical Orrhogonal Functions. -
4.5 Extended Empirical Orrhogonal Functions. -
4.6 Cyclostationary EOFs. -
4.7 Factor Analysis. -
4.8 Normal Mode Analysis. -
4.9 Self Organizing Maps. -
4.10 Kalman Filters. -
4.11 Mixed Layer Depth Estimation. -
4.12 Inverse Methods. -
5. Time Series Analysis Methods. -
5.1 Basic Concepts. -
5.2 Stochastic Processes and Stationarity. -
5.3 Correlation Functions. -
5.4 Spectral Analysis. -
5.5 Spectral Analysis (Parametric Methods). -
5.6 Cross-Spectral Analysis. -
5.7 Wavelet Analysis. -
5.8 Fourier Analysis. -
5.9 Harmonic Analysis. -
5.10 Regime Shift Detection. -
5.11 Vector Regression. -
5.12 Fractals. -
6. Digital Filters. -
6.1 Introduction. -
6.2 Basic Concepts. -
6.3 Ideal Filters. -
6.4 Design of Oceanographic Filters. -
6.5 Running-Mean Filters. -
6.6 Godin-Type Filters. -
6.7 Lanczos-window Cosine Filters. -
6.8 Butterworth Filters. -
6.9 Kaiser-Bessel Filters. -
6.10 Frequency-Domain (Transform) Filtering. -
References. -
Appendix A: Units in Physical Oceanography. -
Appendix B: Glossary of Statistical Terminology. -
Appendix C: Means, Variances and Moment,Generating Functions for Some Common Continuous Variables. -
Appendix D: Statistical Tables. -
Appendix E: Correlation Coefficients at the 5% and 1% Levels of Significance for Various Degrees of Freedom v. -
Appendix F: Approximations and Nondimensional Numbers in Physical Oceanography. -
Appendix G: Convolution. -
Index.
Location:
AWI Reading room
Branch Library:
AWI Library
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