MATLAB® Recipes for Earth Sciences

MATLAB® Recipes for Earth Sciences
Author :
Publisher : Springer Science & Business Media
Total Pages : 293
Release :
ISBN-10 : 9783540727491
ISBN-13 : 3540727493
Rating : 4/5 (493 Downloads)

Book Synopsis MATLAB® Recipes for Earth Sciences by : Martin Trauth

Download or read book MATLAB® Recipes for Earth Sciences written by Martin Trauth and published by Springer Science & Business Media. This book was released on 2007-10-13 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 methods of data analysis in geosciences using MATLAB such as basic statistics for univariate, bivariate and multivariate datasets, jackknife and bootstrap resampling schemes, processing of digital elevation models, gridding and contouring, geostatistics and kriging, processing and georeferencing of satellite images, digitizing from the screen, linear and nonlinear time-series analysis and the application of linear time-invariant and adaptive filters. The revised and updated Second Edition includes new subchapters on windowed Blackman-Tukey, Lomb-Scargle and Wavelet powerspectral analysis, statistical analysis of point distributions and digital elevation models, and a full new chapter on the statistical analysis of directional data. 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.

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