ESS 522 (Ocean 549C) - Spring 2014
Geoscientific Data Analysis
(outdated course catalog title is "Geophysical Data Collection and Analysis")

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Lecture Notes:

1. Fourier Series

Maxamiliano Bezada's cool Exploring Fourier Series Matlab GUI tool

2. Fourier Transforms

3. Convolution

4. Discrete Fourier Transform (DFTs)

5. Aliasing
Aliasing Applets here and here

6. Dirac Comb

7. Tapering (Windowing) and Other Practical Considerations

8. Cross-Correlation

9. Finite Impulse Response Filters and the Z Transform

10. Practical Aspects of Filtering

11. Deconvolution

12. Two-dimensional Fourier Transforms

13. Statistics of Measurements

14. Covariance and Principal Component Analysis

15. Probability Distributions and Hypothesis Testing with Means

16. Hypothesis Testing with Variances

17. Line Fitting

18. Interpolation with Matlab

19. Variograms

20. Kriging

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Site Last Edited: 5/27/14

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