MATLAB® Recipes for Earth Sciences

MATLAB® Recipes for Earth Sciences

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...

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Tác giả chính: Trauth, Martin
Định dạng: Sách
Ngôn ngữ:English
Được phát hành: Springer 2015
Những chủ đề:
Data processing
Earth sciences
Mathematics
Truy cập trực tuyến:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58174
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spelling oai:scholar.dlu.edu.vn:DLU123456789-581742023-11-11T06:02:40Z MATLAB® Recipes for Earth Sciences Trauth, Martin Data processing Earth sciences Mathematics 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. Table of contents (10 chapter) Data Analysis in Earth Sciences Trauth, Martin H. Pages 1-9 24,95 € Introduction to MATLAB Trauth, Martin H. Pages 11-55 Univariate Statistics Trauth, Martin H. Pages 57-120 Bivariate Statistics Trauth, Martin H. Pages 121-149 Time-Series Analysis Trauth, Martin H. Pages 151-213 Show next 5 Download Preface 1 PDF (683.1 KB) Download Sample pages 2 PDF (1.4 MB) Download Table of contents PDF (416.7 KB) Link zum iBookstore Buy this book eBook 63,06 € price for Vietnam (gross) change ISBN 978-3-662-46244-7 digitally watermarked, no DRM included format: PDF eBooks can be used on all Reading Devices download immediately after purchase Hardcover 74,99 € FAQ Policy Book Metrics Downloads 7390 Provided by Bookmetrix Services for this Book Download Product Flyer Access an Online Book Review Copy Access Instructor´s Textbook Exam Copy Download High-Resolution Cover 2015-09-10T08:22:11Z 2015-09-10T08:22:11Z 2015 Book 978-3-662-46244-7 978-3-662-46243-0 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58174 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Data processing
Earth sciences
Mathematics
spellingShingle Data processing
Earth sciences
Mathematics
Trauth, Martin
MATLAB® Recipes for Earth Sciences
description 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. Table of contents (10 chapter) Data Analysis in Earth Sciences Trauth, Martin H. Pages 1-9 24,95 € Introduction to MATLAB Trauth, Martin H. Pages 11-55 Univariate Statistics Trauth, Martin H. Pages 57-120 Bivariate Statistics Trauth, Martin H. Pages 121-149 Time-Series Analysis Trauth, Martin H. Pages 151-213 Show next 5 Download Preface 1 PDF (683.1 KB) Download Sample pages 2 PDF (1.4 MB) Download Table of contents PDF (416.7 KB) Link zum iBookstore Buy this book eBook 63,06 € price for Vietnam (gross) change ISBN 978-3-662-46244-7 digitally watermarked, no DRM included format: PDF eBooks can be used on all Reading Devices download immediately after purchase Hardcover 74,99 € FAQ Policy Book Metrics Downloads 7390 Provided by Bookmetrix Services for this Book Download Product Flyer Access an Online Book Review Copy Access Instructor´s Textbook Exam Copy Download High-Resolution Cover
format Book
author Trauth, Martin
author_facet Trauth, Martin
author_sort Trauth, Martin
title MATLAB® Recipes for Earth Sciences
title_short MATLAB® Recipes for Earth Sciences
title_full MATLAB® Recipes for Earth Sciences
title_fullStr MATLAB® Recipes for Earth Sciences
title_full_unstemmed MATLAB® Recipes for Earth Sciences
title_sort matlab® recipes for earth sciences
publisher Springer
publishDate 2015
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58174
_version_ 1782544482199142400

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