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Basic Environmental Data Analysis for Scientists and Engineers Hardcover

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Basic Environmental Data Analysis for Scientists and Engineers Hardcover

Title
Basic Environmental Data Analysis for Scientists and Engineers Hardcover

Author
Ralph R.B. Von Frese

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$129.95
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Overview

 

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 and engineers.... Basic Environmental Data Analysis for Scientists and Engineers introduces practical concepts of modern digital data analysis and graphics, including numerical/graphical calculus, measurement units and dimensional analysis, error propagation and statistics, and least squares data modeling. It emphasizes array-based or matrix inversion and spectral analysis using the fast Fourier transform (FFT) that dominates modern data analysis. Divided into two parts, this comprehensive hands-on textbook is excellent for exploring data analysis principles and practice using MATLAB®, Mathematica, Mathcad, and other modern equation solving software.

Part I, for beginning undergraduate students, introduces the basic approaches for quantifying data variations in terms of environmental parameters. These approaches emphasize uses of the data array or matrix, which is the fundamental data and mathematical processing format of modern electronic computing. Part II, for advanced undergraduate and beginning graduate students, extends the inverse problem to least squares solutions involving more than two unknowns.

Features:
1) Offers a uniquely practical guide for making students proficient in modern electronic data analysis and graphics
2) Includes topics that are not explained in any existing textbook on environmental data analysis
3) Data analysis topics are very well organized into a two-semester course that meets general education curriculum requirements in science and engineering
4) Facilitates learning by beginning each chapter with an ‘Overview’ section highlighting the topics covered, and ending it with a ‘Key Concepts’ section summarizing the main technical details that the reader should have acquired
5) Indexes many numerical examples for ready access in the classroom or other venues serviced by electronic equation solvers like MATLAB®, Mathematica, Mathcad, etc.
6) Offers supplemental exercises and materials to enhance understanding the principles and practice of modern data analysis

 

Product Details

 

ISBN-13: 9781138627789
Publisher: Taylor & Francis
Publication date: 11/2019
Pages: 298
Image
Basic Environmental Data Analysis for Scientists and Engineers Hardcover
Price
$129.95
Language
English
Author
Ralph R.B. Von Frese
ISBN-13
9781138627789
Publisher
Taylor & Francis
Publish Time
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Flat rate
Offer
10% Discount
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10

Is Paperback available?
No
Is Hardcover available?
Yes
Hardcover
$129.95
Is Ebook available?
Yes
Ebook
$129.95
Category
Science Education

Is Paperback available?
No
Is Hardcover available?
Yes
Is Ebook available?
Yes

Overview

 

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 and engineers.... Basic Environmental Data Analysis for Scientists and Engineers introduces practical concepts of modern digital data analysis and graphics, including numerical/graphical calculus, measurement units and dimensional analysis, error propagation and statistics, and least squares data modeling. It emphasizes array-based or matrix inversion and spectral analysis using the fast Fourier transform (FFT) that dominates modern data analysis. Divided into two parts, this comprehensive hands-on textbook is excellent for exploring data analysis principles and practice using MATLAB®, Mathematica, Mathcad, and other modern equation solving software.

Part I, for beginning undergraduate students, introduces the basic approaches for quantifying data variations in terms of environmental parameters. These approaches emphasize uses of the data array or matrix, which is the fundamental data and mathematical processing format of modern electronic computing. Part II, for advanced undergraduate and beginning graduate students, extends the inverse problem to least squares solutions involving more than two unknowns.

Features:
1) Offers a uniquely practical guide for making students proficient in modern electronic data analysis and graphics
2) Includes topics that are not explained in any existing textbook on environmental data analysis
3) Data analysis topics are very well organized into a two-semester course that meets general education curriculum requirements in science and engineering
4) Facilitates learning by beginning each chapter with an ‘Overview’ section highlighting the topics covered, and ending it with a ‘Key Concepts’ section summarizing the main technical details that the reader should have acquired
5) Indexes many numerical examples for ready access in the classroom or other venues serviced by electronic equation solvers like MATLAB®, Mathematica, Mathcad, etc.
6) Offers supplemental exercises and materials to enhance understanding the principles and practice of modern data analysis

 

Product Details

 

ISBN-13: 9781138627789
Publisher: Taylor & Francis
Publication date: 11/2019
Pages: 298

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