Format:
ill. (some col.)
,
1 CD-ROM (4 3/4 in.)
,
24 cm.
Edition:
[Online-Ausg.], 2nd ed
Edition:
Online-Ausg. 2009 Online-Ressource (xii, 288 p) Electronic reproduction; Available via World Wide Web
ISBN:
3540727485
,
9783540727484
Content:
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. The book comes with a CD containing exemplary data sets and a digital version of the MATLAB recipes.
Note:
Accompanying CD-ROM contains exemplary data sets and a digital version of the MATLAB recipes
,
Includes bibliographical references and index
,
Electronic reproduction, Boulder, Colo : NetLibrary, 2009
,
Front Matter; Data 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; Back Matter
,
Data 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
,
Electronic reproduction; Available via World Wide Web
,
System requirements for accompanying CD-ROM: MATLAB7.
Additional Edition:
ISBN 1281117544
Additional Edition:
ISBN 3540727493
Additional Edition:
ISBN 9781281117540*MyiLibrary
Additional Edition:
ISBN 9783540727491
Additional Edition:
ISBN 1281113158
Additional Edition:
Druckausg. Trauth, Martin H., 1963 - MATLAB recipes for earth sciences Berlin : Springer, 2007 ISBN 3540727485
Additional Edition:
ISBN 9783540727484
Language:
English
Subjects:
Computer Science
,
Geography
Keywords:
Datenanalyse
;
MATLAB
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