Basic Environmental Data Analysis for Scientists and EngineersКНИГИ » НАУКА И УЧЕБА
Название: Basic Environmental Data Analysis for Scientists and Engineers Автор: Ralph R.B. von Frese Издательство: CRC Press Год: 2020 Формат: PDF Страниц: 299 Размер: 10,88 МБ Язык: English
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:
Offers a uniquely practical guide for making students proficient in modern electronic data analysis and graphics Includes topics that are not explained in any existing textbook on environmental data analysis Data analysis topics are very well organized into a two-semester course that meets general education curriculum requirements in science and engineering 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 Indexes many numerical examples for ready access in the classroom or other venues serviced by electronic equation solvers like MATLAB®, Mathematica, Mathcad, etc. Offers supplemental exercises and materials to enhance understanding the principles and practice of modern data analysis
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
Data Reduction and Analysis Название: Data Reduction and Analysis Автор: U. S. Raghavender Издательство: Arcler Press Год: 2019 Формат: PDF Страниц: 280 Размер: 10,42 МБ Язык:...
Data Analysis Techniques for Physical Scientists Название: Data Analysis Techniques for Physical Scientists Автор: Claude Pruneau Издательство: Cambridge University Press Год: 2017 Формат: pdf...
Discrete Data Analysis with R Название: Discrete Data Analysis with R Автор: Michael Friendly and David Meyer Издательство: CRC Press Год: 2015 Формат: PDF Размер: 177 Мб Язык:...
Graph-Based Social Media Analysis Название: Graph-Based Social Media Analysis Автор: Ioannis Pitas Издательство: CRC Press Год: 2015 Формат: PDF Размер: 25 Мб Язык: английский /...
Environmental Systems Analysis with MATLAB® Название: Environmental Systems Analysis with MATLAB® Автор: Stefano Marsili-Libelli Издательство: CRC Press Год: 2016 Формат: PDF Размер: 24 Мб ...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Basic Environmental Data Analysis for Scientists and Engineers 
