Matlab And Design Recipes For Earth Sciences

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MATLAB® and Design Recipes for Earth Sciences

Martin H. Trauth,Elisabeth Sillmann
MATLAB and Design Recipes for Earth Sciences Book PDF

Author : Martin H. Trauth,Elisabeth Sillmann
Publisher : Springer Science & Business Media
Page : 301 pages
File Size : 54,6 Mb
Release : 2012-09-14
Category : Science
ISBN : 9783642325434

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MATLAB® and Design Recipes for Earth Sciences by Martin H. Trauth,Elisabeth Sillmann Pdf

The overall aim of the book is to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with its sister book MATLAB Recipes for Earth Sciences–3rd Edition (2010), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.

MATLAB® Recipes for Earth Sciences

Martin H. Trauth,Robin Gebbers,Norbert Marwan
MATLAB Recipes for Earth Sciences Book PDF

Author : Martin H. Trauth,Robin Gebbers,Norbert Marwan
Publisher : Springer Science & Business Media
Page : 294 pages
File Size : 54,6 Mb
Release : 2007
Category : Computers
ISBN : 9783540727484

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MATLAB® Recipes for Earth Sciences by Martin H. Trauth,Robin Gebbers,Norbert Marwan Pdf

Introduces methods of data analysis in geosciences using MATLAB such as basic statistics for univariate, bivariate and multivariate datasets, jackknife and bootstrap resampling schemes, processing of digital elevation models, gridding and contouring, geostatistics and kriging, processing and georeferencing of satellite images, digitizing from the screen, linear and nonlinear time-series analysis and the application of linear time-invariant and adaptive filters. Includes a brief description of each method and numerous examples demonstrating how MATLAB can be used on data sets from earth sciences.

MATLAB® Recipes for Earth Sciences

Martin Trauth
MATLAB Recipes for Earth Sciences Book PDF

Author : Martin Trauth
Publisher : Springer Science & Business Media
Page : 288 pages
File Size : 50,6 Mb
Release : 2007-10-13
Category : Science
ISBN : 9783540727491

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MATLAB® Recipes for Earth Sciences by Martin Trauth Pdf

MATLAB® is used in a wide range of applications in geosciences, such as image processing in remote sensing, 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, jackknife and bootstrap resampling schemes, processing of digital elevation models, gridding and contouring, geostatistics and kriging, processing and georeferencing of satellite images, digitizing from the screen, linear and nonlinear time-series analysis and the application of linear time-invariant and adaptive filters. The revised and updated Second Edition includes new subchapters on windowed Blackman-Tukey, Lomb-Scargle and Wavelet powerspectral analysis, statistical analysis of point distributions and digital elevation models, and a full new chapter on the statistical analysis of directional data. The text includes a brief description of each method and numerous examples demonstrating how MATLAB can be used on data sets from earth sciences. All MATLAB recipes can be easily modified in order to analyse the reader's own data sets.

Collecting, Processing and Presenting Geoscientific Information

Martin H. Trauth,Elisabeth Sillmann
Collecting Processing and Presenting Geoscientific Information Book PDF

Author : Martin H. Trauth,Elisabeth Sillmann
Publisher : Springer
Page : 274 pages
File Size : 54,9 Mb
Release : 2018-03-26
Category : Science
ISBN : 9783662562031

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Collecting, Processing and Presenting Geoscientific Information by Martin H. Trauth,Elisabeth Sillmann Pdf

This second edition is an intensively revised and updated version of the book MATLAB® and Design Recipes for Earth Sciences. It aims to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with the book MATLAB Recipes for Earth Sciences–4rd Edition (2015), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.

MATLAB® Recipes for Earth Sciences

Martin Trauth
MATLAB Recipes for Earth Sciences Book PDF

Author : Martin Trauth
Publisher : Springer Science & Business Media
Page : 336 pages
File Size : 44,6 Mb
Release : 2010-06-26
Category : Science
ISBN : 9783642127625

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MATLAB® Recipes for Earth Sciences by Martin Trauth Pdf

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, jackknife and bootstrap resampling schemes, processing of digital elevation models, gridding and contouring, geostatistics and kriging, processing and georeferencing of satellite images, digitizing from the screen, linear and nonlinear time-series analysis, and the application of linear time-invariant and adaptive filters. The revised and updated Third Edition includes ten new sections and has greatly expanded on most chapters from the previous edition, including a step by step discussion of all methods before demonstrating the methods with MATLAB functions. New sections include: Data Storage and Handling, Data Structures and Classes of Objects, Generating M-Files to Regenerate Graphs, Publishing M-Files, Distribution Fitting, Nonlinear and Weighted Regression, Color-Intensity Transects of Varved Sediments, and Grain Size Analysis from Microscope Images. The text includes numerous examples demonstrating how MATLAB can be used on data sets from earth sciences. All MATLAB recipes can be easily modified in order to analyse the reader's own data sets.

MATLAB® Recipes for Earth Sciences

Martin H. Trauth
MATLAB Recipes for Earth Sciences Book PDF

Author : Martin H. Trauth
Publisher : Springer
Page : 427 pages
File Size : 45,6 Mb
Release : 2015-02-17
Category : Science
ISBN : 9783662462447

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MATLAB® Recipes for Earth Sciences by Martin H. Trauth Pdf

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.

Signal and Noise in Geosciences

Martin H. Trauth
Signal and Noise in Geosciences Book PDF

Author : Martin H. Trauth
Publisher : Springer Nature
Page : 349 pages
File Size : 54,8 Mb
Release : 2021-11-06
Category : Science
ISBN : 9783030749132

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Signal and Noise in Geosciences by Martin H. Trauth Pdf

This textbook introduces methods of geoscientific data acquisition using MATLAB in combination with inexpensive data acquisition hardware such as sensors in smartphones, sensors that come with the LEGO MINDSTORMS set, webcams with stereo microphones, and affordable spectral and thermal cameras. The text includes 35 exercises in data acquisition, such as using a smartphone to acquire stereo images of rock specimens from which to calculate point clouds, using visible and near-infrared spectral cameras to classify the minerals in rocks, using thermal cameras to differentiate between different types of surface such as between soil and vegetation, localizing a sound source using travel time differences between pairs of microphones to localize a sound source, quantifying the total harmonic distortion and signal-to-noise ratio of acoustic and elastic signals, acquiring and streaming meteorological data using application programming interfaces, wireless networks, and internet of things platforms, determining the spatial resolution of ultrasonic and optical sensors, and detecting magnetic anomalies using a smartphone magnetometer mounted on a LEGO MINDSTORMS scanner. The book’s electronic supplementary material (available online through Springer Link) contains recipes that include all the MATLAB commands featured in the book, the example data, the LEGO construction plans, photos and videos of the measurement procedures.

An Introduction to Reservoir Simulation Using MATLAB/GNU Octave

Knut-Andreas Lie
An Introduction to Reservoir Simulation Using MATLAB GNU Octave Book PDF

Author : Knut-Andreas Lie
Publisher : Cambridge University Press
Page : 677 pages
File Size : 49,8 Mb
Release : 2019-08-08
Category : Business & Economics
ISBN : 9781108492430

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An Introduction to Reservoir Simulation Using MATLAB/GNU Octave by Knut-Andreas Lie Pdf

Presents numerical methods for reservoir simulation, with efficient implementation and examples using widely-used online open-source code, for researchers, professionals and advanced students. This title is also available as Open Access on Cambridge Core.

Introduction to Numerical Geodynamic Modelling

Taras Gerya
Introduction to Numerical Geodynamic Modelling Book PDF

Author : Taras Gerya
Publisher : Cambridge University Press
Page : 359 pages
File Size : 55,8 Mb
Release : 2010
Category : Mathematics
ISBN : 9780521887540

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Introduction to Numerical Geodynamic Modelling by Taras Gerya Pdf

This user-friendly reference for students and researchers presents the basic mathematical theory, before introducing modelling of key geodynamic processes.

Data Analysis in the Earth Sciences Using Matlab®

Gerard V. Middleton
Data Analysis in the Earth Sciences Using Matlab Book PDF

Author : Gerard V. Middleton
Publisher : Unknown
Page : 276 pages
File Size : 41,5 Mb
Release : 2000
Category : Earth sciences
ISBN : UCSD:31822028162485

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Data Analysis in the Earth Sciences Using Matlab® by Gerard V. Middleton Pdf

Exploring the application of MATLAB to the various earth sciences, this text presents an integrated, step-by-step introduction to data analysis and the use of MATLAB.

Programming for Computations - MATLAB/Octave

Svein Linge,Hans Petter Langtangen
Programming for Computations MATLAB Octave Book PDF

Author : Svein Linge,Hans Petter Langtangen
Publisher : Springer
Page : 228 pages
File Size : 45,7 Mb
Release : 2016-08-01
Category : Computers
ISBN : 9783319324524

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Programming for Computations - MATLAB/Octave by Svein Linge,Hans Petter Langtangen Pdf

This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.

Conceptual Digital Signal Processing with MATLAB

Keonwook Kim
Conceptual Digital Signal Processing with MATLAB Book PDF

Author : Keonwook Kim
Publisher : Springer Nature
Page : 684 pages
File Size : 47,9 Mb
Release : 2021
Category : Digital filters (Mathematics)
ISBN : 9789811525841

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Conceptual Digital Signal Processing with MATLAB by Keonwook Kim Pdf

This textbook provides an introduction to the study of digital signal processing, employing a top-to-bottom structure to motivate the reader, a graphical approach to the solution of the signal processing mathematics, and extensive use of MATLAB. In contrast to the conventional teaching approach, the book offers a top-down approach which first introduces students to digital filter design, provoking questions about the mathematical tools required. The following chapters provide answers to these questions, introducing signals in the discrete domain, Fourier analysis, filters in the time domain and the Z-transform. The author introduces the mathematics in a conceptual manner with figures to illustrate the physical meaning of the equations involved. Chapter six builds on these concepts and discusses advanced filter design, and chapter seven discusses matters of practical implementation. This book introduces the corresponding MATLAB functions and programs in every chapter with examples, and the final chapter introduces the actual real-time filter from MATLAB. Aimed primarily at undergraduate students in electrical and electronic engineering, this book enables the reader to implement a digital filter using MATLAB.

MATLAB Differential and Integral Calculus

Cesar Lopez
MATLAB Differential and Integral Calculus Book PDF

Author : Cesar Lopez
Publisher : Apress
Page : 220 pages
File Size : 52,9 Mb
Release : 2014-10-01
Category : Computers
ISBN : 9781484203040

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MATLAB Differential and Integral Calculus by Cesar Lopez Pdf

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java. MATLAB Differential and Integral Calculus introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. In addition to giving a short introduction to the MATLAB environment and MATLAB programming, this book provides all the material needed to work with ease in differential and integral calculus in one and several variables. Among other core topics of calculus, you will use MATLAB to investigate convergence, find limits of sequences and series and, for the purpose of exploring continuity, limits of functions. Various kinds of local approximations of functions are introduced, including Taylor and Laurent series. Symbolic and numerical techniques of differentiation and integration are covered with numerous examples, including applications to finding maxima and minima, areas, arc lengths, surface areas and volumes. You will also see how MATLAB can be used to solve problems in vector calculus and how to solve differential and difference equations.

Geostatistics Explained

Steve McKillup,Melinda Darby Dyar
Geostatistics Explained Book PDF

Author : Steve McKillup,Melinda Darby Dyar
Publisher : Cambridge University Press
Page : 413 pages
File Size : 49,7 Mb
Release : 2010-03-25
Category : Mathematics
ISBN : 9780521763226

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Geostatistics Explained by Steve McKillup,Melinda Darby Dyar Pdf

This reader-friendly introduction to geostatistics demystifies complex concepts and makes formulas and statistical tests easy to apply. With wide-ranging examples from topics across the Earth and environmental sciences, and worked examples at the end of each chapter, this book can be used for undergraduate courses or for self-study and reference.

Python Recipes for Earth Sciences

Martin H. Trauth
Python Recipes for Earth Sciences Book PDF

Author : Martin H. Trauth
Publisher : Springer Nature
Page : 463 pages
File Size : 45,9 Mb
Release : 2022-09-28
Category : Science
ISBN : 9783031077197

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Python Recipes for Earth Sciences by Martin H. Trauth Pdf

Python is used in a wide range of geoscientific applications, such as in processing images for remote sensing, in generating and processing digital elevation models, and in analyzing time series. This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing; the analysis of spatial and directional data; and image analysis. The text includes numerous examples that demonstrate how Python can be used on data sets from the earth sciences. The supplementary electronic material (available online through Springer Link) contains the example data as well as recipes that include all the Python commands featured in the book.