Data analysis in the earth sciences using Matlab

書誌事項

Data analysis in the earth sciences using Matlab

Gerard V. Middleton

Prentice Hall, c2000

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

For courses in Data Analysis found in departments of geology, geography, or geographics. This is the first text to explore the application of MATLAB to the various Earth sciences. Combining theory with computer implementation-and many ready-to-use scripts useful in data analysis-it first introduces MATLAB and then discusses in detail its use for displaying and analyzing typical data sets encountered in Earth sciences such as geology, geochemistry, geophysics, or physical geography.

目次

1. Introduction. 2. Fundamentals of Statistics. 3. Algorithms and Computing. 4. Data as Matrices. 5. Regression and Curve Fitting. 6. Classification. 7. Time Series. 8. Spatial Data. 9. Directional and Compositional Data. 10. Fractals. References. Appendix A. Introduction to MATLAB. Appendix B. List of Scripts, Functions, and Data Files. Index.

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