MATLAB® recipes for earth sciences / (Record no. 13801)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02654cam a22002895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 10841 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BhIIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240705110053.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150217s2015 gw |||| o |||| 0|eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783030384432 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BhIIT |
| 041 ## - LANGUAGE CODE | |
| Language code of text | eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 550.285 |
| Book number | TRA/M |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Trauth, Martin H, |
| Relator term | Author. |
| 245 10 - TITLE STATEMENT | |
| Title | MATLAB® recipes for earth sciences / |
| Statement of responsibility, etc | by Martin H. Trauth. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 5th ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Switzerland : |
| Name of publisher | Springer, |
| Year of publication | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xil, 517 p. : |
| Other physical details(ill.) | ill. ; |
| Dimensions(size) | 24 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Springer textbooks in earth sciences, geography and environment |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer simulation. |
| Topical Term | Geology |
| General subdivision | Statistical methods. |
| Topical Term | Quantitative Geology. |
| Topical Term | Simulation and Modeling. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Technical Reference Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | SEOCS | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 06/02/2024 | 28 | 3200.41 | 550.285 TRA/M | 10841 | 4384.12 | 06/02/2024 | Technical Reference Book |