000			02657cam a22002895i 4500
001			10841
003			IN-BhIIT
005			20240802195655.0
008			150217s2015 gw |||| o |||| 0|eng
020			_a9783030384432
040			_aIN-BhIIT
041			_aeng
082	0	4	_a550.285 _bTRA/M
100	1		_aTrauth, Martin H, _eAuthor. _923631
245	1	0	_aMATLAB® recipes for earth sciences / _cby Martin H. Trauth.
250			_a5th ed.
260			_aSwitzerland : _bSpringer, _c2021.
300			_axil, 517 p. : _bill. ; _c24 cm.
490			_aSpringer textbooks in earth sciences, geography and environment
505	0		_aData 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.
520			_aMATLAB® 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.
650		0	_aComputer simulation. _99899
650		0	_aGeology _xStatistical methods. _923632
650	1	4	_aQuantitative Geology. _923633
650	2	4	_aSimulation and Modeling. _923634
942			_cTRB _01
999			_c13801 _d13801