Environmental Data Analysis With Matlab

Written By William Menke
Environmental Data Analysis With Matlab
  • Publsiher : Academic Press
  • Release : 15 March 2016
  • ISBN : 9780128044889
  • Pages : 342 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Environmental Data Analysis With Matlab written by William Menke which was release on 15 March 2016, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Since publication of the bestselling Environmental Data Analysis with MATLAB®, many advances have been made in environmental data analysis. This new edition expands fundamentally on the original with an expanded tutorial approach, with new crib sheets and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. One only has to consider the global warming debate to realize how critically important it is to be able to derive clear conclusions from often-noisy data drawn from a broad range of sources. The work teaches the basics of the underlying theory of data analysis and then reinforces that knowledge with carefully chosen, realistic scenarios. MATLAB®, a commercial data processing environment, is used in these scenarios; significant content is devoted to teaching how it can be effectively used in an environmental data analysis setting. This new edition, though written in a self-contained way, is supplemented with data and MATLAB® scripts that can be used as a data analysis tutorial. New to this edition: Throughout, boxed "crib sheets" help identify major results and important formulas and give brief advice on how and when they should be used Numerical derivatives and integrals derived and illustrated Expansion to include log-log plots with further examples of their use Discusses new datasets on precipitation and stream flow Topical enhancement applies the chi-squared test to the results of the generalized least squares method New section on cluster analysis New coverage of approximations techniques that are widely applied in data analysis. These include Taylor Series and low-order polynomial approximations; non-linear least-squares with Newton's method; pre-calculation and updating techniques applicable to real time data acquisition; and neural networks for approximating complex relationships Corrections of typographical errors and of call outs of figures and equations Provides a clear learning path for researchers and students using data analysis techniques which build upon one another, choosing the right order of presentation to substantially aid the reader learning material Crib Sheets serve to summarize the most important data analysis techniques, results, procedures and formulas, serving to organize the material in such a way that its sequence is more apparent Uses real-world environmental examples and case studies formulated using the readily-available software environment in MATLAB®

Environmental Data Analysis With Matlab

Environmental Data Analysis With Matlab
  • Author : William Menke,Joshua Menke
  • Publisher : Academic Press
  • Release Date : 2016-03-15
  • Total pages : 342
  • ISBN : 9780128044889
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Summary : Since publication of the bestselling Environmental Data Analysis with MATLAB®, many advances have been made in environmental data analysis. This new edition expands fundamentally on the original with an expanded tutorial approach, with new crib sheets and problem sets providing a clear learning path for students and researchers working to ...

Environmental Data Analysis with MatLab

Environmental Data Analysis with MatLab
  • Author : William Menke,Joshua Menke
  • Publisher : Academic Press
  • Release Date : 2016-03-07
  • Total pages : 342
  • ISBN : 9780128044889
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Summary : Environmental Data Analysis with MatLab is a new edition that expands fundamentally on the original with an expanded tutorial approach, new crib sheets, and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. Since publication of the bestselling ...

Environmental Data Analysis with MatLab

Environmental Data Analysis with MatLab
  • Author : William Menke,Joshua Ephraim Menke
  • Publisher : Elsevier
  • Release Date : 2012
  • Total pages : 263
  • ISBN : 9780128044889
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Summary : Environmental Data Analysis with MatLab is for students and researchers working to analyze real data sets in the environmental sciences. One only has to consider the global warming debate to realize how critically important it is to be able to derive clear conclusions from often-noisy data drawn from a broad ...

Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB
  • Author : Wendy L. Martinez,Angel R. Martinez,Jeffrey Solka,Angel Martinez
  • Publisher : CRC Press
  • Release Date : 2004-11-29
  • Total pages : 424
  • ISBN : 9780128044889
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Summary : Exploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus computational ability was rather limited. As computational sophistication has increased, EDA has become an even more powerful process for visualizing and summarizing data before making model assumptions to generate hypotheses, encompassing larger a...

Environmental Systems Analysis with MATLAB

Environmental Systems Analysis with MATLAB
  • Author : Stefano Marsili-Libelli
  • Publisher : CRC Press
  • Release Date : 2018-09-03
  • Total pages : 540
  • ISBN : 9780128044889
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Summary : Explore the inner workings of environmental processes using a mathematical approach. Environmental Systems Analysis with MATLAB® combines environmental science concepts and system theory with numerical techniques to provide a better understanding of how our environment works. The book focuses on building mathematical models of environmental systems, and using these models ...

Geophysical Data Analysis

Geophysical Data Analysis
  • Author : William Menke
  • Publisher : Academic Press
  • Release Date : 2018-04-10
  • Total pages : 352
  • ISBN : 9780128044889
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Summary : Geophysical Data Analysis: Diverse Inverse Theory, Fourth Edition is a revised and expanded introduction to inverse theory and tomography as it is practiced by geophysicists. It demonstrates the methods needed to analyze a broad spectrum of geophysical datasets, with special attention to those methods that generate images of the earth. ...

Matlab Data Analysis And Visualization

Matlab  Data Analysis And Visualization
  • Author : Siciliano Antonio
  • Publisher : World Scientific Publishing Company
  • Release Date : 2008-10-20
  • Total pages : 296
  • ISBN : 9780128044889
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Summary : MATLAB is currently the language of technical computing most known and used in academia, industry and services. It is composed of a set of tools and a very large number of functions, graphics objects with associated properties and operators.The book begins by looking at the main tools, in particular ...

Geophysical Data Analysis Discrete Inverse Theory

Geophysical Data Analysis  Discrete Inverse Theory
  • Author : William Menke
  • Publisher : Academic Press
  • Release Date : 2012-06-26
  • Total pages : 330
  • ISBN : 9780128044889
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Summary : Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new edition maintains the accessible and succinct manner for which it is known, with the addition of: MATLAB examples and problem sets ...

Introduction to Environmental Data Analysis for Scientists and Engineers

Introduction to Environmental Data Analysis for Scientists and Engineers
  • Author : Ralph R B Von Frese,John W Olesik
  • Publisher : CRC Press
  • Release Date : 2019
  • Total pages : 350
  • ISBN : 9780128044889
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Summary : This hands-on textbook introduces basic concepts of modern digital data analysis and graphics including numerical/graphical calculus, measurement units and dimensional analysis, non-statistical and statistical error analysis, etc. It emphasizes array-based or matrix inversion and spectral analysis using the fast Fourier transform (FFT) that dominates modern data analysis. It is ...

Data Driven Modeling Using MATLAB in Water Resources and Environmental Engineering

Data Driven Modeling  Using MATLAB   in Water Resources and Environmental Engineering
  • Author : Shahab Araghinejad
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-11-26
  • Total pages : 292
  • ISBN : 9780128044889
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Summary : “Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering” provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the subject more accessible to and applicable for researchers and practitioners. It integrates important theories and applications of data-driven models and ...

Basic Environmental Data Analysis for Scientists and Engineers

Basic Environmental Data Analysis for Scientists and Engineers
  • Author : Ralph R.B. Von Frese
  • Publisher : CRC Press
  • Release Date : 2019-11-22
  • Total pages : 282
  • ISBN : 9780128044889
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Summary : Classroom tested and the result of over 30 years of teaching and research, this textbook is an invaluable tool for undergraduate and graduate data analysis courses in environmental sciences and engineering. It is also a useful reference on modern digital data analysis for the extensive and growing community of Earth scientists ...

Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing

Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing
  • Author : Ni-Bin Chang,Kaixu Bai
  • Publisher : CRC Press
  • Release Date : 2018-02-21
  • Total pages : 508
  • ISBN : 9780128044889
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Summary : In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive ...

MATLAB Optimization Techniques

MATLAB Optimization Techniques
  • Author : Cesar Lopez
  • Publisher : Apress
  • Release Date : 2014-11-12
  • Total pages : 292
  • ISBN : 9780128044889
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Summary : 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 ...

MATLAB Graphical Programming

MATLAB Graphical Programming
  • Author : Cesar Lopez
  • Publisher : Apress
  • Release Date : 2014-12-26
  • Total pages : 208
  • ISBN : 9780128044889
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Summary : MATLAB enables you to work with its graphics capabilities in almost all areas of the experimental sciences and engineering. The commands that MATLAB implements in job related graphics are quite useful and are very efficient. MATLAB has functions for working with two-dimensional and three-dimensional graphics, statistical graphs, curves and surfaces ...

Analysis and Classification of EEG Signals for Brain Computer Interfaces

Analysis and Classification of EEG Signals for Brain   Computer Interfaces
  • Author : Szczepan Paszkiel
  • Publisher : Springer Nature
  • Release Date : 2019-08-31
  • Total pages : 132
  • ISBN : 9780128044889
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Summary : This book addresses the problem of EEG signal analysis and the need to classify it for practical use in many sample implementations of brain–computer interfaces. In addition, it offers a wealth of information, ranging from the description of data acquisition methods in the field of human brain work, to ...