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MATLAB® Recipes for Earth Sciences - Martin H. Trauth

MATLAB® Recipes for Earth Sciences

Buch | Hardcover
XII, 567 Seiten
2025 | 6. Sixth Edition 2024
Springer International Publishing (Verlag)
978-3-031-57948-6 (ISBN)
CHF 164,75 inkl. MwSt
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MATLAB® is used in a wide range of geoscientific applications, such as for image processing in remote sensing, for generating and processing digital elevation models, and for analyzing time series. This book introduces methods of data analysis in the earth sciences using MATLAB, such as basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, signal processing, spatial and directional data analysis, and image analysis. The text includes numerous examples demonstrating how MATLAB can be used on data sets from the earth sciences. The supplementary electronic material (available online through Springer Link) contains recipes that include all the MATLAB commands featured in the book and example data.

Martin H. Trauth studied geophysics and geology at the University of Karlsruhe. He obtained a doctoral degree from the University of Kiel in 1995 and was subsequently appointed a permanent member of the scientific staff at the University of Potsdam. He became a lecturer following his habilitation in 2003 and was granted a titular professorship at the University of Potsdam in 2011. Since 1990, he has worked on various aspects of past changes in the climates of eastern Africa and South America. Martin H. Trauth has taught a variety of courses on data analysis in the earth sciences with MATLAB for more than 30 years both at the University of Potsdam and at other universities around the world.

Data Analysis in the Earth Sciences.- Introduction to MATLAB.- Univariate Statistics.- Bivariate Statistics.- Time Series Analysis.- Signal Processing.- Spatial Data.- Image Processing.- Multivariate Statistics.- Directional Data.

Erscheint lt. Verlag 9.1.2025
Reihe/Serie Springer Textbooks in Earth Sciences, Geography and Environment
Zusatzinfo XII, 567 p. 144 illus., 132 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik
Naturwissenschaften Geowissenschaften Geografie / Kartografie
Naturwissenschaften Geowissenschaften Geologie
Naturwissenschaften Geowissenschaften Geophysik
Schlagworte climate time series analysis • computational Geosciences • Digital Elevation Models • Geostatistics • Univariate Statistics
ISBN-10 3-031-57948-8 / 3031579488
ISBN-13 978-3-031-57948-6 / 9783031579486
Zustand Neuware
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