MATLAB® Recipes for Earth Sciences

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MATLAB  is used in a wide range of applications in geosciences, such as image processing in remote sensing, generation and processing of digital elevation models and the analysis of time series. This book introduces basic methods of data analysis in geosciences using MATLAB. The text includes a brief description of each method and numerous examples demonstrating how MATLAB can be used on data sets from earth sciences. All MATLAB recipes can be easily modified in order to analyse the reader's own data sets. The book comes with a CD containing exemplary data sets and a digital version of the MATLAB recipes.

Author(s): Martin H. Trauth
Edition: 1
Publisher: Springer
Year: 2006

Language: English
Pages: 301

Cover......Page 1
MATLAB Recipes for Earth Sciences......Page 3
Preface......Page 5
Contents......Page 9
1 Data Analysis in Earth Sciences......Page 13
2 Introduction to MATLAB......Page 23
3 Univariate Statistics......Page 41
4 Bivariate Statistics......Page 73
5 Time-Series Analysis......Page 95
6 Signal Processing......Page 145
7 Spatial Data......Page 177
8 Image Processing......Page 237
9 Multivariate Statistics......Page 257
10 Statistics on Directional Data......Page 275
General Index......Page 291