02657cam a22002895i 4500 10841 IN-BhIIT 20250310175426.0 150217s2015 gw |||| o |||| 0|eng 9783030384432 IN-BhIIT eng 550.285 TRA/M Trauth, Martin H, Author. 23631 MATLAB® recipes for earth sciences / by Martin H. Trauth. 5th ed. Switzerland : Springer, 2021. xil, 517 p. : ill. ; 24 cm. Springer textbooks in earth sciences, geography and environment 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. MATLAB® 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 and Exporting 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. Computer simulation. 9899 Geology Statistical methods. 23632 Quantitative Geology. 23633 Simulation and Modeling. 23634 TRB 3 13801 13801 0 0 ddc 0 0 SEOCS CLIITBBS CLIITBBS 2024-02-06 28 3200.41 3 2 550.285 TRA/M 10841 2025-05-06 10:47:55 2025-03-10 4384.12 2024-02-06 TRB