Methods Of Environmental Data Analysis

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Environmental Data Analysis

Zhihua Zhang
Environmental Data Analysis Book PDF

Author : Zhihua Zhang
Publisher : Walter de Gruyter GmbH & Co KG
Page : 334 pages
File Size : 40,6 Mb
Release : 2016-11-21
Category : Mathematics
ISBN : 9783110424904

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Environmental Data Analysis by Zhihua Zhang Pdf

Most environmental data involve a large degree of complexity and uncertainty. Environmental Data Analysis is created to provide modern quantitative tools and techniques designed specifically to meet the needs of environmental sciences and related fields. This book has an impressive coverage of the scope. Main techniques described in this book are models for linear and nonlinear environmental systems, statistical & numerical methods, data envelopment analysis, risk assessments and life cycle assessments. These state-of-the-art techniques have attracted significant attention over the past decades in environmental monitoring, modeling and decision making. Environmental Data Analysis explains carefully various data analysis procedures and techniques in a clear, concise, and straightforward language and is written in a self-contained way that is accessible to researchers and advanced students in science and engineering. This is an excellent reference for scientists and engineers who wish to analyze, interpret and model data from various sources, and is also an ideal graduate-level textbook for courses in environmental sciences and related fields. Contents: Preface Time series analysis Chaos and dynamical systems Approximation Interpolation Statistical methods Numerical methods Optimization Data envelopment analysis Risk assessments Life cycle assessments Index

Environmental Data Analysis

Carsten Dormann
Environmental Data Analysis Book PDF

Author : Carsten Dormann
Publisher : Springer Nature
Page : 264 pages
File Size : 47,5 Mb
Release : 2020-12-20
Category : Medical
ISBN : 9783030550202

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Environmental Data Analysis by Carsten Dormann Pdf

Environmental Data Analysis is an introductory statistics textbook for environmental science. It covers descriptive, inferential and predictive statistics, centred on the Generalized Linear Model. The key idea behind this book is to approach statistical analyses from the perspective of maximum likelihood, essentially treating most analyses as (multiple) regression problems. The reader will be introduced to statistical distributions early on, and will learn to deploy models suitable for the data at hand, which in environmental science are often not normally distributed. To make the initially steep learning curve more manageable, each statistical chapter is followed by a walk-through in a corresponding R-based how-to chapter, which reviews the theory and applies it to environmental data. In this way, a coherent and expandable foundation in parametric statistics is laid, which can be expanded in advanced courses.The content has been “field-tested” in several years of courses on statistics for Environmental Science, Geography and Forestry taught at the University of Freiburg.

Introduction to Environmental Data Analysis and Modeling

Moses Eterigho Emetere,Esther Titilayo Akinlabi
Introduction to Environmental Data Analysis and Modeling Book PDF

Author : Moses Eterigho Emetere,Esther Titilayo Akinlabi
Publisher : Springer Nature
Page : 239 pages
File Size : 44,9 Mb
Release : 2020-01-03
Category : Technology & Engineering
ISBN : 9783030362072

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Introduction to Environmental Data Analysis and Modeling by Moses Eterigho Emetere,Esther Titilayo Akinlabi Pdf

This book introduces numerical methods for processing datasets which may be of any form, illustrating adequately computational resolution of environmental alongside the use of open source libraries. This book solves the challenges of misrepresentation of datasets that are relevant directly or indirectly to the research. It illustrates new ways of screening datasets or images for maximum utilization. The adoption of various numerical methods in dataset treatment would certainly create a new scientific approach. The book enlightens researchers on how to analyse measurements to ensure 100% utilization. It introduces new ways of data treatment that are based on a sound mathematical and computational approach.

Quantitative Analysis and Modeling of Earth and Environmental Data

Jiaping Wu,Junyu He,George Christakos
Quantitative Analysis and Modeling of Earth and Environmental Data Book PDF

Author : Jiaping Wu,Junyu He,George Christakos
Publisher : Elsevier
Page : 504 pages
File Size : 44,6 Mb
Release : 2021-12-04
Category : Science
ISBN : 9780128163429

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Quantitative Analysis and Modeling of Earth and Environmental Data by Jiaping Wu,Junyu He,George Christakos Pdf

Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations introduces the notion of chronotopologic data analysis that offers a systematic, quantitative analysis of multi-sourced data and provides information about the spatial distribution and temporal dynamics of natural attributes (physical, biological, health, social). It includes models and techniques for handling data that may vary by space and/or time, and aims to improve understanding of the physical laws of change underlying the available numerical datasets, while taking into consideration the in-situ uncertainties and relevant measurement errors (conceptual, technical, computational). It considers the synthesis of scientific theory-based methods (stochastic modeling, modern geostatistics) and data-driven techniques (machine learning, artificial neural networks) so that their individual strengths are combined by acting symbiotically and complementing each other. The notions and methods presented in Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations cover a wide range of data in various forms and sources, including hard measurements, soft observations, secondary information and auxiliary variables (ground-level measurements, satellite observations, scientific instruments and records, protocols and surveys, empirical models and charts). Including real-world practical applications as well as practice exercises, this book is a comprehensive step-by-step tutorial of theory-based and data-driven techniques that will help students and researchers master data analysis and modeling in earth and environmental sciences (including environmental health and human exposure applications). Explores the analysis and processing of chronotopologic (i.e., space-time and spacetime) data that varies spatially and/or temporally, which is the case with the majority of data in scientific and engineering disciplines Studies the synthesis of scientific theory and empirical evidence (in its various forms) that offers a mathematically rigorous and physically meaningful assessment of real-world phenomena Covers a wide range of data describing a variety of attributes characterizing physical phenomena and systems including earth, ocean and atmospheric variables, environmental and ecological parameters, population health states, disease indicators, and social and economic characteristics Includes case studies and practice exercises at the end of each chapter for both real-world applications and deeper understanding of the concepts presented

Methods of Environmental Data Analysis

C. N. Hewitt
Methods of Environmental Data Analysis Book PDF

Author : C. N. Hewitt
Publisher : Springer
Page : 336 pages
File Size : 53,7 Mb
Release : 1992-03-15
Category : Juvenile Nonfiction
ISBN : UCSD:31822016270142

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Methods of Environmental Data Analysis by C. N. Hewitt Pdf

ENVIRONMENTAL MANAGEMENT SERIES The current expansion of both public and scientific interest in environ mental issues has not been accompanied by a commensurate production of adequate books, and those which are available are widely variable in approach and depth. The Environmental Management Series has been established with a view to co-ordinating a series of volumes dealing with each topic within the field in some depth. It is hoped that this Series will provide a uniform and quality coverage and that, over a period of years, it will build up to form a library of reference books covering most of the major topics within this diverse field. It is envisaged that the books will be of single, or dual authorship, or edited volumes as appropriate for respective topics. The level of presentation will be advanced, the books being aimed primarily at a research/consultancy readership. The coverage will include all aspects of environmental science and engineering pertinent to manage ment and monitoring of the natural and man-modified environment, as well as topics dealing with the political, t:conomic, legal and social con siderations pertaining to environmental management.

Analyzing Environmental Data

Walter W. Piegorsch,A. John Bailer
Analyzing Environmental Data Book PDF

Author : Walter W. Piegorsch,A. John Bailer
Publisher : John Wiley & Sons
Page : 520 pages
File Size : 53,6 Mb
Release : 2005-03-04
Category : Mathematics
ISBN : 0470848367

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Analyzing Environmental Data by Walter W. Piegorsch,A. John Bailer Pdf

Environmental statistics is a rapidly growing field, supported by advances in digital computing power, automated data collection systems, and interactive, linkable Internet software. Concerns over public and ecological health and the continuing need to support environmental policy-making and regulation have driven a concurrent explosion in environmental data analysis. This textbook is designed to address the need for trained professionals in this area. The book is based on a course which the authors have taught for many years, and prepares students for careers in environmental analysis centered on statistics and allied quantitative methods of data evaluation. The text extends beyond the introductory level, allowing students and environmental science practitioners to develop the expertise to design and perform sophisticated environmental data analyses. In particular, it: Provides a coherent introduction to intermediate and advanced methods for modeling and analyzing environmental data. Takes a data-oriented approach to describing the various methods. Illustrates the methods with real-world examples Features extensive exercises, enabling use as a course text. Includes examples of SAS computer code for implementation of the statistical methods. Connects to a Web site featuring solutions to exercises, extra computer code, and additional material. Serves as an overview of methods for analyzing environmental data, enabling use as a reference text for environmental science professionals. Graduate students of statistics studying environmental data analysis will find this invaluable as will practicing data analysts and environmental scientists including specialists in atmospheric science, biology and biomedicine, chemistry, ecology, environmental health, geography, and geology.

Methods of Environmental Data Analysis

C. N. Hewitt
Methods of Environmental Data Analysis Book PDF

Author : C. N. Hewitt
Publisher : Springer
Page : 309 pages
File Size : 53,5 Mb
Release : 2014-03-14
Category : Science
ISBN : 9401129215

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Methods of Environmental Data Analysis by C. N. Hewitt Pdf

ENVIRONMENTAL MANAGEMENT SERIES The current expansion of both public and scientific interest in environ mental issues has not been accompanied by a commensurate production of adequate books, and those which are available are widely variable in approach and depth. The Environmental Management Series has been established with a view to co-ordinating a series of volumes dealing with each topic within the field in some depth. It is hoped that this Series will provide a uniform and quality coverage and that, over a period of years, it will build up to form a library of reference books covering most of the major topics within this diverse field. It is envisaged that the books will be of single, or dual authorship, or edited volumes as appropriate for respective topics. The level of presentation will be advanced, the books being aimed primarily at a research/consultancy readership. The coverage will include all aspects of environmental science and engineering pertinent to manage ment and monitoring of the natural and man-modified environment, as well as topics dealing with the political. t:conomic, legal and social con siderations pertaining to environmental management.

Practical Environmental Statistics and Data Analysis

Yue Rong
Practical Environmental Statistics and Data Analysis Book PDF

Author : Yue Rong
Publisher : ILM Publications
Page : 310 pages
File Size : 52,8 Mb
Release : 2011
Category : Mathematics
ISBN : 9781906799045

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Practical Environmental Statistics and Data Analysis by Yue Rong Pdf

"Describes the application of statistical methods in different environmental fields, with an emphasis on how to solve real-world problems in complex systems"--Provided by publisher.

Health, Safety, and Environmental Data Analysis

Anthony J. Joseph
Health Safety and Environmental Data Analysis Book PDF

Author : Anthony J. Joseph
Publisher : CRC Press
Page : 164 pages
File Size : 50,9 Mb
Release : 2020-07-09
Category : Technology & Engineering
ISBN : 9780429605451

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Health, Safety, and Environmental Data Analysis by Anthony J. Joseph Pdf

Professionals in environmental health and safety (EHS) management use statistics every day in making decisions. This book was created to provide the quantitative tools and techniques necessary to make important EHS assessments. Readers need not be statistically or mathematically inclined to make the most of this book-mathematical derivations are kept to a minimum and subjects are approached in a simple and factual manner, complemented with plenty of real-world examples. Chapters 1-3 cover knowledge of basic statistical concepts such as presentation of data, measurements of location and dispersion, and elementary probability and distributions. Data gathering and analysis topics including sampling methods, sampling theory, testing, and interference as well as skills for critically evaluating published numerical material is presented in Chapters 4-6. Chapters 7-11 discuss information generation topics-regression and correlation analysis, time series, linear programming, network and Gnatt charting, and decision analysis-tools that can be used to convert data into meaningful information. Chapter 12 features six examples of projects made successful through statistical approaches being applied. Readers can use these approaches to solve their own unique problems. Whether you are a EHS professional, manager, or student, Health, Safety, and Environmental Data Analysis: A Business Approach will help you communicate statistical data effectively.

Environmental Data Analysis with MatLab

William Menke,Joshua Menke
Environmental Data Analysis with MatLab Book PDF

Author : William Menke,Joshua Menke
Publisher : Elsevier
Page : 282 pages
File Size : 50,9 Mb
Release : 2011-09-02
Category : Computers
ISBN : 9780123918864

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Environmental Data Analysis with MatLab by William Menke,Joshua Menke Pdf

"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 range of sources. This book 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. The book, though written in a self-contained way, is supplemented with data sets and MatLab scripts that can be used as a data analysis tutorial. It is well written and outlines a clear learning path for researchers and students. It uses real world environmental examples and case studies. It has MatLab software for application in a readily-available software environment. Homework problems help user follow up upon case studies with homework that expands them.

Environmental Statistics and Data Analysis

Wayne R. Ott
Environmental Statistics and Data Analysis Book PDF

Author : Wayne R. Ott
Publisher : Routledge
Page : 249 pages
File Size : 46,8 Mb
Release : 2018-12-13
Category : Mathematics
ISBN : 9781351450072

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Environmental Statistics and Data Analysis by Wayne R. Ott Pdf

This easy-to-understand introduction emphasizes the areas of probability theory and statistics that are important in environmental monitoring, data analysis, research, environmental field surveys, and environmental decision making. It communicates basic statistical theory with very little abstract mathematical notation, but without omitting importa

Statistical Methods for Environmental Pollution Monitoring

Richard O. Gilbert
Statistical Methods for Environmental Pollution Monitoring Book PDF

Author : Richard O. Gilbert
Publisher : John Wiley & Sons
Page : 354 pages
File Size : 40,9 Mb
Release : 1987-02-15
Category : Technology & Engineering
ISBN : 0471288780

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Statistical Methods for Environmental Pollution Monitoring by Richard O. Gilbert Pdf

This book discusses a broad range of statistical design and analysis methods that are particularly well suited to pollution data. It explains key statistical techniques in easy-to-comprehend terms and uses practical examples, exercises, and case studies to illustrate procedures. Dr. Gilbert begins by discussing a space-time framework for sampling pollutants. He then shows how to use statistical sample survey methods to estimate average and total amounts of pollutants in the environment, and how to determine the number of field samples and measurements to collect for this purpose. Then a broad range of statistical analysis methods are described and illustrated. These include: * determining the number of samples needed to find hot spots * analyzing pollution data that are lognormally distributed * testing for trends over time or space * estimating the magnitude of trends * comparing pollution data from two or more populations New areas discussed in this sourcebook include statistical techniques for data that are correlated, reported as less than the measurement detection limit, or obtained from field-composited samples. Nonparametric statistical analysis methods are emphasized since parametric procedures are often not appropriate for pollution data. This book also provides an illustrated comprehensive computer code for nonparametric trend detection and estimation analyses as well as nineteen statistical tables to permit easy application of the discussed statistical techniques. In addition, many publications are cited that deal with the design of pollution studies and the statistical analysis of pollution data. This sourcebook will be a useful tool for applied statisticians, ecologists, radioecologists, hydrologists, biologists, environmental engineers, and other professionals who deal with the collection, analysis, and interpretation of pollution in air, water, and soil.

Quantitative Methods in Environmental and Climate Research

Michela Cameletti,Francesco Finazzi
Quantitative Methods in Environmental and Climate Research Book PDF

Author : Michela Cameletti,Francesco Finazzi
Publisher : Springer
Page : 136 pages
File Size : 53,9 Mb
Release : 2018-12-30
Category : Mathematics
ISBN : 9783030015848

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Quantitative Methods in Environmental and Climate Research by Michela Cameletti,Francesco Finazzi Pdf

This books presents some of the most recent and advanced statistical methods used to analyse environmental and climate data, and addresses the spatial and spatio-temporal dimensions of the phenomena studied, the multivariate complexity of the data, and the necessity of considering uncertainty sources and propagation. The topics covered include: detecting disease clusters, analysing harvest data, change point detection in ground-level ozone concentration, modelling atmospheric aerosol profiles, predicting wind speed, precipitation prediction and analysing spatial cylindrical data. The volume presents revised versions of selected contributions submitted at the joint TIES-GRASPA 2017 Conference on Climate and Environment, which was held at the University of Bergamo, Italy. As it is chiefly intended for researchers working at the forefront of statistical research in environmental applications, readers should be familiar with the basic methods for analysing spatial and spatio-temporal data.

Data Treatment in Environmental Sciences

Valérie David
Data Treatment in Environmental Sciences Book PDF

Author : Valérie David
Publisher : Elsevier
Page : 194 pages
File Size : 45,6 Mb
Release : 2017-05-25
Category : Science
ISBN : 9780081023464

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Data Treatment in Environmental Sciences by Valérie David Pdf

Data Treatment in Environmental Sciences presents the various methods used in the analysis of databases—obtained in the field or in a laboratory—by focusing on the most commonly used multivariate analyses in different disciplines of environmental sciences, from geochemistry to ecology. The book examines the principles, application conditions and implementation (in R software) of various analyses before interpreting them. The wide variety of analyses presented allows users to treat datasets, both large and small, which are often limited in terms of available processing techniques. The approach taken by the author details (i) the preparation of a dataset prior to analysis, in relation to the scientific strategy and objectives of the study, (ii) the preliminary treatment of datasets, (iii) the establishment of a structure of objects (stations/dates) or relevant variables (e.g. physicochemical, biological), and (iv) how to highlight the explanatory parameters of these structures (e.g. how the physico-chemistry influences the biological structure obtained). Proposes tools that can be used to deal with environmental data Insists on the adequacy between the scientific objectives and the types of analyses Present mathematical principles without going into detail Offers a wide range of important analyses

Numerical Methods in Environmental Data Analysis

Moses Eterigho Emetere
Numerical Methods in Environmental Data Analysis Book PDF

Author : Moses Eterigho Emetere
Publisher : Elsevier
Page : 242 pages
File Size : 51,8 Mb
Release : 2022-07-17
Category : Computers
ISBN : 9780128189726

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Numerical Methods in Environmental Data Analysis by Moses Eterigho Emetere Pdf

Numerical Methods in Environmental Data Analysis introduces environmental scientists to the numerical methods available to help answer research questions through data analysis. One challenge in data analysis is misrepresentation of datasets that are relevant directly or indirectly to the research. This book illustrates new ways of screening dataset or images for maximum utilization, introducing environmental modeling, numerical methods, and computations techniques in data analysis. Throughout the book, the author includes case studies that provide guidance on how to translate research questions into appropriate models. Individuals working with data sets or images generated from environmental monitoring centers or satellites will find this book to be a concise guide for analyzing and interpreting their data. Bridges the theoretical underpinnings of modeling to research Illustrates the computational resolution of environmental issues alongside the use of open-source software Provides information on the use of analogue versus digital data treatment processes