Probability And Statistics Applications For Environmental Science

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Probability and Statistics Applications for Environmental Science

Author : Stacey J Shaefer
Publisher : CRC Press
ISBN 13 : 0849375614
Total Pages : 394 pages
Book Rating : 4.8/5 (493 download)

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Book Synopsis Probability and Statistics Applications for Environmental Science by : Stacey J Shaefer

Download or read book Probability and Statistics Applications for Environmental Science written by Stacey J Shaefer and published by CRC Press. This book was released on 2007-02-22 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simple, clear, and to the point, Probability and Statistics Applications for Environmental Science delineates the fundamentals of statistics, imparting a basic understanding of the theory and mechanics of the calculations. User-friendliness, uncomplicated explanations, and coverage of example applications in the environmental field set this book apart from other textbooks on the same subject. Striking a balance between theory and applied mathematics, the material is divided into three parts. Part I sets the stage with coverage of principles and fundamentals, such as set notation, probability distributions, and the estimation of the mean and variance. Part II discusses traditional statistics applications, centering around the uses of probability distributions, including how they relate to reliability and failure theory. The authors elucidate many of the important distributions, Monte Carlo methods, and fault and event trees. Part III delves into what some have come to define as contemporary statistics. It covers hypothesis testing, Student's t and chi-square tests, regression analysis, analysis of variance (ANOVA), and nonparametric tests. The book's coverage is thorough, its presentation logical and geared to student's needs. It includes problems and solutions within the text and tables, a glossary of terms, and an introduction to design of experiments in the appendices. The authors, known for their meticulously accurate, articulate, and practical writing style, master the difficult task of explaining very complicated subject matter in a way that is easily understood. The book features a clear, concise presentation that makes both teaching and learning easier.

Statistics for Environmental Science and Management

Author : Bryan F.J. Manly
Publisher : CRC Press
ISBN 13 : 1439878129
Total Pages : 312 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Statistics for Environmental Science and Management by : Bryan F.J. Manly

Download or read book Statistics for Environmental Science and Management written by Bryan F.J. Manly and published by CRC Press. This book was released on 2008-10-21 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting a nonmathematical approach to this topic, Statistics for Environmental Science and Management introduces frequently used statistical methods and practical applications for the environmental field. This second edition features updated references and examples along with new and expanded material on data quality objectives, the generalized linear model, spatial data analysis, and Monte Carlo risk assessment. Additional topics covered include environmental monitoring, impact assessment, censored data, environmental sampling, the role of statistics in environmental science, assessing site reclamation, and drawing conclusions from data.

Environmental Statistics

Author : Vic Barnett
Publisher : John Wiley & Sons
ISBN 13 : 0470026979
Total Pages : 316 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Environmental Statistics by : Vic Barnett

Download or read book Environmental Statistics written by Vic Barnett and published by John Wiley & Sons. This book was released on 2005-12-13 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: In modern society, we are ever more aware of the environmental issues we face, whether these relate to global warming, depletion of rivers and oceans, despoliation of forests, pollution of land, poor air quality, environmental health issues, etc. At the most fundamental level it is necessary to monitor what is happening in the environment – collecting data to describe the changing scene. More importantly, it is crucial to formally describe the environment with sound and validated models, and to analyse and interpret the data we obtain in order to take action. Environmental Statistics provides a broad overview of the statistical methodology used in the study of the environment, written in an accessible style by a leading authority on the subject. It serves as both a textbook for students of environmental statistics, as well as a comprehensive source of reference for anyone working in statistical investigation of environmental issues. Provides broad coverage of the methodology used in the statistical investigation of environmental issues. Covers a wide range of key topics, including sampling, methods for extreme data, outliers and robustness, relationship models and methods, time series, spatial analysis, and environmental standards. Includes many detailed practical and worked examples that illustrate the applications of statistical methods in environmental issues. Authored by a leading authority on environmental statistics.

Probability and Statistics Applications for Environmental Science

Author : Stacey J Shaefer
Publisher : CRC Press
ISBN 13 : 1420007823
Total Pages : 392 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Probability and Statistics Applications for Environmental Science by : Stacey J Shaefer

Statistics in Genetics and in the Environmental Sciences

Author : Luisa T. Fernholz
Publisher : Birkhäuser
ISBN 13 : 3034883269
Total Pages : 183 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Statistics in Genetics and in the Environmental Sciences by : Luisa T. Fernholz

Download or read book Statistics in Genetics and in the Environmental Sciences written by Luisa T. Fernholz and published by Birkhäuser. This book was released on 2012-12-06 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics is strongly tied to applications in different scientific disciplines, and the most challenging statistical problems arise from problems in the sciences. In fact, the most innovative statistical research flows from the needs of applications in diverse settings. This volume is a testimony to the crucial role that statistics plays in scientific disciplines such as genetics and environmental sciences, among others. The articles in this volume range from human and agricultural genetic DNA research to carcinogens and chemical concentrations in the environment and to space debris and atmospheric chemistry. Also included are some articles on statistical methods which are sufficiently general and flexible to be applied to many practical situations. The papers were refereed by a panel of experts and the editors of the volume. The contributions are based on the talks presented at the Workshop on Statistics and the Sciences, held at the Centro Stefano Franscini in Ascona, Switzerland, during the week of May 23 to 28, 1999. The meeting was jointly organized by the Swiss Federal Institutes of Technology in Lausanne and Zurich, with the financial support of the Minerva Research Foundation. As the presentations at the workshop helped the participants recognize the po tential role that statistics can play in the sciences, we hope that this volume will help the reader to focus on the central role of statistics in the specific areas presented here and to extrapolate the results to further applications.

Practical Environmental Statistics and Data Analysis

Author : Yue Rong
Publisher : ILM Publications
ISBN 13 : 1906799040
Total Pages : 310 pages
Book Rating : 4.9/5 (67 download)

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Book Synopsis Practical Environmental Statistics and Data Analysis by : Yue Rong

Download or read book Practical Environmental Statistics and Data Analysis written by Yue Rong and published by ILM Publications. This book was released on 2011 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.

Statistics for Earth and Environmental Scientists

Author : John H. Schuenemeyer
Publisher : John Wiley & Sons
ISBN 13 : 1118102215
Total Pages : 341 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Statistics for Earth and Environmental Scientists by : John H. Schuenemeyer

Download or read book Statistics for Earth and Environmental Scientists written by John H. Schuenemeyer and published by John Wiley & Sons. This book was released on 2011-04-12 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive treatment of statistical applications for solving real-world environmental problems A host of complex problems face today's earth science community, such as evaluating the supply of remaining non-renewable energy resources, assessing the impact of people on the environment, understanding climate change, and managing the use of water. Proper collection and analysis of data using statistical techniques contributes significantly toward the solution of these problems. Statistics for Earth and Environmental Scientists presents important statistical concepts through data analytic tools and shows readers how to apply them to real-world problems. The authors present several different statistical approaches to the environmental sciences, including Bayesian and nonparametric methodologies. The book begins with an introduction to types of data, evaluation of data, modeling and estimation, random variation, and sampling—all of which are explored through case studies that use real data from earth science applications. Subsequent chapters focus on principles of modeling and the key methods and techniques for analyzing scientific data, including: Interval estimation and Methods for analyzinghypothesis testing of means time series data Spatial statistics Multivariate analysis Discrete distributions Experimental design Most statistical models are introduced by concept and application, given as equations, and then accompanied by heuristic justification rather than a formal proof. Data analysis, model building, and statistical inference are stressed throughout, and readers are encouraged to collect their own data to incorporate into the exercises at the end of each chapter. Most data sets, graphs, and analyses are computed using R, but can be worked with using any statistical computing software. A related website features additional data sets, answers to selected exercises, and R code for the book's examples. Statistics for Earth and Environmental Scientists is an excellent book for courses on quantitative methods in geology, geography, natural resources, and environmental sciences at the upper-undergraduate and graduate levels. It is also a valuable reference for earth scientists, geologists, hydrologists, and environmental statisticians who collect and analyze data in their everyday work.

A Primer of Ecological Statistics EBook

Author : Nicholas J. Gotelli
Publisher :
ISBN 13 : 9781605355085
Total Pages : 614 pages
Book Rating : 4.3/5 (55 download)

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Book Synopsis A Primer of Ecological Statistics EBook by : Nicholas J. Gotelli

Download or read book A Primer of Ecological Statistics EBook written by Nicholas J. Gotelli and published by . This book was released on 2013 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Environmental Statistics and Data Analysis

Author : Wayne R. Ott
Publisher : CRC Press
ISBN 13 : 9780873718486
Total Pages : 336 pages
Book Rating : 4.7/5 (184 download)

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Book Synopsis Environmental Statistics and Data Analysis by : Wayne R. Ott

Download or read book Environmental Statistics and Data Analysis written by Wayne R. Ott and published by CRC Press. This book was released on 1994-12-20 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 important details and assumptions. Topics include Bayes' Theorem, geometric distribution, computer simulation, histograms and frequency plots, maximum likelihood estimation, the tail exponential method, Bernoulli processes, Poisson processes, diffusion and dispersion of pollutants, normal distribution, confidence intervals, and stochastic dilution; gamma, chi-square, and Weibull distributions; and the two- and three-parameter lognormal distributions. The author also presents the Statistical Theory of Rollback, which allows data analysts and regulatory officials to estimate the effect of different emission control strategies on environmental quality frequency distributions. Assuming only a basic knowledge of algebra and calculus, Environmental Statistics and Data Analysis provides an outstanding reference and collection of statistical procedures for analyzing environmental data and making accurate environmental predictions.

Statistical Applications for Environmental Analysis and Risk Assessment

Author : Joseph Ofungwu
Publisher : Wiley
ISBN 13 : 9781118634660
Total Pages : 656 pages
Book Rating : 4.6/5 (346 download)

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Book Synopsis Statistical Applications for Environmental Analysis and Risk Assessment by : Joseph Ofungwu

Download or read book Statistical Applications for Environmental Analysis and Risk Assessment written by Joseph Ofungwu and published by Wiley. This book was released on 2014-05-16 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Statistical Applications for Environmental Analysis and Risk Assessment stresses and explains the importance of a basic knowledge of statistics and statistical analysis in the environmental sciences. Emphasizing applications in such areas as hydrology, hydrogeology, contaminant hydrogeology, and water and air quality, this general-purpose environmental statistics book for students and practitioners does not assume prior familiarity with the subject. The text provides a carefully researched, readable account of statistical applications that encourages current and future environmental scientists to be more comfortable with statistics and to perform basic statistical analyses with confidence"--

Statistics in Environmental Sciences

Author : Valerie David
Publisher : John Wiley & Sons
ISBN 13 : 1119649714
Total Pages : 277 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Statistics in Environmental Sciences by : Valerie David

Download or read book Statistics in Environmental Sciences written by Valerie David and published by John Wiley & Sons. This book was released on 2019-08-09 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical tools are indispensable for the environmental sciences. They have become an integral part of the scientific process, from the development of the sampling plan to the obtainment of results. Statistics in Environmental Sciences provides the foundation for the interpretation of quantitative data (basic vocabulary, main laws of probabilities, etc.) and the thinking behind sampling and experimental methodology. It also introduces the principles of statistical tests such as decision theory and examines the key choices in statistical tests, while keeping the established objectives in mind. The book examines the most used statistics in the field of environmental sciences. Detailed descriptions based on concrete examples are given, as well as descriptions obtained through the use of the free software R (whose usage is also presented).

Introductory Probability and Statistics, Revised Edition

Author : Robert Kozak
Publisher : CABI
ISBN 13 : 1789243300
Total Pages : 426 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Introductory Probability and Statistics, Revised Edition by : Robert Kozak

Download or read book Introductory Probability and Statistics, Revised Edition written by Robert Kozak and published by CABI. This book was released on 2019-09-23 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This revised edition of this unique textbook is specifically designed for statistics and probability courses taught to students of forestry and related disciplines. It introduces probability, statistical techniques, data analysis, hypothesis testing, experimental design, sampling methods, nonparametric tests and statistical quality control, using examples drawn from a forestry, wood science and conservation context. The book now includes several new practical exercises for students to practice data analysis and experimental design themselves. It has been updated throughout, and its scope has been broadened to reflect the evolving and dynamic nature of forestry, bringing in examples from conservation science, recreation and urban forestry.

Methods and Applications of Statistics in the Atmospheric and Earth Sciences

Author : Narayanaswamy Balakrishnan
Publisher : John Wiley & Sons
ISBN 13 : 0470503440
Total Pages : 384 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Methods and Applications of Statistics in the Atmospheric and Earth Sciences by : Narayanaswamy Balakrishnan

Download or read book Methods and Applications of Statistics in the Atmospheric and Earth Sciences written by Narayanaswamy Balakrishnan and published by John Wiley & Sons. This book was released on 2012-11-19 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the classic and cutting-edge quantitative methods for understanding environmental science research Based on the multifaceted 16-volume Encyclopedia of Statistical Sciences, Second Edition, Methods and Applications of Statistics in the Atmospheric and Earth Sciences offers guidance on the application of statistical methods for conducting research in these fields of study. With contributions from more than 100 leading experts in academia and industry, this volume combines key articles from the Encyclopedia with newly developed topics addressing some of the more critical issues, including pollution, droughts, and volcanic activity. Readers will gain a thorough understanding of cutting-edge methods for the acquisition and analysis of data across a wide range of subject areas, from geophysics, geology, and biogeography to meteorology, forestry, agriculture, animal science, and ornithology. The book features new and updated content on quantitative methods and their use in understanding the latest topics in social research, including: Drought Analysis and Forecasting Childhood Obesity Ranked Set Sampling Methodology for Environmental Data Species Richness and Shared Species Richness Geographic Information Systems Each contribution offers authoritative yet easily accessible coverage of statistical concepts. With updated references and discussion of emerging topics, readers are provided with the various statistical methods, techniques, strategies, and applications that are essential for tackling critical issues in environmental science research. Featuring a balance of classical and cutting-edge methodologies, Methods and Applications of Statistics in the Atmospheric and Earth Sciences is an excellent resource for researchers, professionals, and students in the fields of sociology, psychology, philosophy, education, political science, and the related disciplines who would like to learn about the uses of statistics in gathering, reporting, and analyzing data.

Statistical Methods for Trend Detection and Analysis in the Environmental Sciences

Author : Richard Chandler
Publisher : John Wiley & Sons
ISBN 13 : 111999196X
Total Pages : 348 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Statistical Methods for Trend Detection and Analysis in the Environmental Sciences by : Richard Chandler

Download or read book Statistical Methods for Trend Detection and Analysis in the Environmental Sciences written by Richard Chandler and published by John Wiley & Sons. This book was released on 2011-03-25 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need to understand and quantify change is fundamental throughout the environmental sciences. This might involve describing past variation, understanding the mechanisms underlying observed changes, making projections of possible future change, or monitoring the effect of intervening in some environmental system. This book provides an overview of modern statistical techniques that may be relevant in problems of this nature. Practitioners studying environmental change will be familiar with many classical statistical procedures for the detection and estimation of trends. However, the ever increasing capacity to collect and process vast amounts of environmental information has led to growing awareness that such procedures are limited in the insights that they can deliver. At the same time, significant developments in statistical methodology have often been widely dispersed in the statistical literature and have therefore received limited exposure in the environmental science community. This book aims to provide a thorough but accessible review of these developments. It is split into two parts: the first provides an introduction to this area and the second part presents a collection of case studies illustrating the practical application of modern statistical approaches to the analysis of trends in real studies. Key Features: Presents a thorough introduction to the practical application and methodology of trend analysis in environmental science. Explores non-parametric estimation and testing as well as parametric techniques. Methods are illustrated using case studies from a variety of environmental application areas. Looks at trends in all aspects of a process including mean, percentiles and extremes. Supported by an accompanying website featuring datasets and R code. The book is designed to be accessible to readers with some basic statistical training, but also contains sufficient detail to serve as a reference for practising statisticians. It will therefore be of use to postgraduate students and researchers both in the environmental sciences and in statistics.

Data Analysis and Statistics for Geography, Environmental Science, and Engineering

Author : Miguel F. Acevedo
Publisher : CRC Press
ISBN 13 : 143988501X
Total Pages : 561 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Data Analysis and Statistics for Geography, Environmental Science, and Engineering by : Miguel F. Acevedo

Download or read book Data Analysis and Statistics for Geography, Environmental Science, and Engineering written by Miguel F. Acevedo and published by CRC Press. This book was released on 2012-12-07 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a solid foundation for twenty-first-century scientists and engineers, Data Analysis and Statistics for Geography, Environmental Science, and Engineering guides readers in learning quantitative methodology, including how to implement data analysis methods using open-source software. Given the importance of interdisciplinary work in sustainability, the book brings together principles of statistics and probability, multivariate analysis, and spatial analysis methods applicable across a variety of science and engineering disciplines. Learn How to Use a Variety of Data Analysis and Statistics Methods Based on the author’s many years of teaching graduate and undergraduate students, this textbook emphasizes hands-on learning. Organized into two parts, it allows greater flexibility using the material in various countries and types of curricula. The first part covers probability, random variables and inferential statistics, applications of regression, time series analysis, and analysis of spatial point patterns. The second part uses matrix algebra to address multidimensional problems. After a review of matrices, it delves into multiple regression, dependent random processes and autoregressive time series, spatial analysis using geostatistics and spatial regression, discriminant analysis, and a variety of multivariate analyses based on eigenvector methods. Build from Fundamental Concepts to Effective Problem Solving Each chapter starts with conceptual and theoretical material to give a firm foundation in how the methods work. Examples and exercises illustrate the applications and demonstrate how to go from concepts to problem solving. Hands-on computer sessions allow students to grasp the practical implications and learn by doing. Throughout, the computer examples and exercises use seeg and RcmdrPlugin.seeg, open-source R packages developed by the author, which help students acquire the skills to implement and conduct analysis and to analyze the results. This self-contained book offers a unified presentation of data analysis methods for more effective problem solving. With clear, easy-to-follow explanations, the book helps students to develop a solid understanding of basic statistical analysis and prepares them for learning the more advanced and specialized methods they will need in their work.

Bayesian Theory and Methods with Applications

Author : Vladimir Savchuk
Publisher : Springer Science & Business Media
ISBN 13 : 9491216147
Total Pages : 327 pages
Book Rating : 4.4/5 (912 download)

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Book Synopsis Bayesian Theory and Methods with Applications by : Vladimir Savchuk

Download or read book Bayesian Theory and Methods with Applications written by Vladimir Savchuk and published by Springer Science & Business Media. This book was released on 2011-09-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian methods are growing more and more popular, finding new practical applications in the fields of health sciences, engineering, environmental sciences, business and economics and social sciences, among others. This book explores the use of Bayesian analysis in the statistical estimation of the unknown phenomenon of interest. The contents demonstrate that where such methods are applicable, they offer the best possible estimate of the unknown. Beyond presenting Bayesian theory and methods of analysis, the text is illustrated with a variety of applications to real world problems.

Stochastic and Statistical Methods in Hydrology and Environmental Engineering

Author : Keith W. Hipel
Publisher : Springer Science & Business Media
ISBN 13 : 9401110727
Total Pages : 370 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Stochastic and Statistical Methods in Hydrology and Environmental Engineering by : Keith W. Hipel

Download or read book Stochastic and Statistical Methods in Hydrology and Environmental Engineering written by Keith W. Hipel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Objectives The current global environmental crisis has reinforced the need for developing flexible mathematical models to obtain a better understanding of environmental problems so that effective remedial action can be taken. Because natural phenomena occurring in hydrology and environmental engineering usually behave in random and probabilistic fashions, stochastic and statistical models have major roles to play in the protection and restoration of our natural environment. Consequently, the main objective of this edited volume is to present some of the most up-to-date and promising approaches to stochastic and statistical modelling, especially with respect to groundwater and surface water applications. Contents As shown in the Table of Contents, the book is subdivided into the following main parts: GENERAL ISSUES PART I PART II GROUNDWATER PART III SURFACE WATER PART IV STOCHASTIC OPTIMIZATION PART V MOMENT ANALYSIS PART VI OTHER TOPICS Part I raises some thought-provoking issues about probabilistic modelling of hydro logical and environmental systems. The first two papers in Part I are, in fact, keynote papers delivered at an international environmetrics conference held at the University of Waterloo in June, 1993, in honour of Professor T. E. Unny. In his keynote pa per, Dr. S. J. Burges of the University of Washington places into perspective the historical and future roles of stochastic modelling in hydrology and environmental engineering. Additionally, Dr. Burges stresses the need for developing a sound scien tific basis for the field of hydrology. Professor P. E.