MATLAB® Recipes for Earth Sciences

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Sprache: Englisch

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Beschreibung

MATLAB® is used in a wide range of geoscientific applications, e.g. for image processing in remote sensing, for creating and processing digital elevation models, and for analyzing time series. This book introduces readers to MATLAB-based data analysis methods used in the geosciences, including 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 Fifth Edition includes seven new sections, and the majority of the chapters have been rewritten and significantly expanded. New sections include error analysis, the problem of classical linear regression of log-transformed data, aligning stratigraphic sequences, the Normalized Difference Vegetation Index, Aitchison's log-ratio transformation, graphical representation of spherical data, and statistics of spherical data. The book also includes numerous examples demonstrating how MATLAB can be used on datasets from the earth sciences. The supplementary electronic material (available online through SpringerLink) contains recipes that include all the MATLAB commands featured in the book and the sample data.

Inhaltsverzeichnis

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.

Erscheinungsjahr:	2021
Fachbereich:	Geologie
Genre:	Geowissenschaften
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xii 517 S. 20 s/w Illustr. 122 farbige Illustr.
ISBN-13:	9783030384432
ISBN-10:	3030384438
Sprache:	Englisch
Herstellernummer:	978-3-030-38443-2
Autor:	Trauth, Martin H.
Auflage:	5. Aufl.
Hersteller:	Springer Springer, Berlin Springer International Publishing
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Abbildungen:	XII, 517 p. 142 illus., 122 illus. in color.
Maße:	154 x 27 x 233 mm
Von/Mit:	Martin H. Trauth
Erscheinungsdatum:	04.12.2021
Gewicht:	0,948 kg