Free Delivery Over $100
|
|
|||
|
||||
OverviewMATLAB® 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. Full Product DetailsAuthor: Martin H. TrauthPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: Fourth Edition 2015 Dimensions: Width: 15.50cm , Height: 2.30cm , Length: 23.50cm Weight: 6.672kg ISBN: 9783662500330ISBN 10: 3662500337 Pages: 427 Publication Date: 12 October 2016 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsData Analysis in Earth Sciences.- Introduction to MATLAB.- Univariate Statistics.- Bivariate Statistics.- Time-Series Analysis.- Signal Processing.- Spatial Data.- Image Processing.- Multivariate Statistics.- Statistics on Directional Data.ReviewsThis 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) Author InformationMartin Trauth, Universität Potsdam, Potsdam, Germany. Tab Content 6Author Website:Countries AvailableAll regions |
||||
