中图分类法:
P-3 版次:
著者:
Trauth, Martin H.,
题名:
MATLAB recipes for earth sciences / / ,
其它题名:
MATLAB for earth sciences
版次:
Fifth edition.
出版发行:
出版地: Cham, Switzerland : 出版社: Springer, 出版日期: [2021]
载体形态:
xii, 517 pages : color illustrations ; 24 cm.
内容提要:
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.
主题词:
Earth sciences Mathematics.
主题词:
Earth sciences Data processing.