Overview
- Available as an interactive iBook on Apple iTunes
- Intensively revised edition
- Shows 3D models and animations
- Includes supplementary material: sn.pub/extras
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About this book
MATLAB® is used for a wide range of applications in geosciences, such as image processing in remote sensing, the 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, time-series analysis, signal processing, the analysis of spatial and directional data and image analysis. The revised and updated Fourth Edition includes sixteen new sections and most chapters have greatly been expanded so that they now include a step by step discussion of all methods before demonstrating the methods with MATLAB functions. New sections include: Array Manipulation; Control Flow; Creating Graphical User Interfaces; Hypothesis Testing; Kolmogorov-Smirnov Test; Mann-Whitney Test; Ansari-Bradley Test; Detecting Abrupt Transitions in Time Series; Exporting 3D Graphics to Create Interactive Documents; Importing, Processing andExporting LANDSAT Images; Importing and Georeferencing TERRA ASTER Images; Processing and Exporting EO-1 Hyperion Images; Image Enhancement; Correction and Rectification; Shape-Based Object Detection in Images; Discriminant Analysis; and Multiple Linear Regression. The text includes numerous examples demonstrating how MATLAB can be used on data sets from earth sciences. The book’s supplementary electronic material (available online through Springer Link) includes recipes that include all the MATLAB commands featured in the book and the example data.
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Keywords
Table of contents (10 chapters)
Reviews
“This book uses MATLAB for the representation of, analysis of, and other operations on earth science datasets. … the examples in the book are self-explanatory and can be easily understood by those working in the field. … Trauth considers undergraduates, post-graduates, doctoral students, scientists, and researchers as the possible audience of this book.” (Lalit Saxena, Computing Reviews, September, 2015)
Authors and Affiliations
About the author
Martin Trauth, Universität Potsdam, Potsdam, Germany.
Bibliographic Information
Book Title: MATLAB® Recipes for Earth Sciences
Authors: Martin H. Trauth
DOI: https://doi.org/10.1007/978-3-662-46244-7
Publisher: Springer Berlin, Heidelberg
eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2015
Softcover ISBN: 978-3-662-50033-0Published: 12 October 2016
eBook ISBN: 978-3-662-46244-7Published: 17 February 2015
Edition Number: 4
Number of Pages: XIV, 427
Number of Illustrations: 96 b/w illustrations, 20 illustrations in colour