Statistics for Earth and Environmental Scientists
Title | Statistics for Earth and Environmental Scientists PDF eBook |
Author | John H. Schuenemeyer |
Publisher | John Wiley & Sons |
Pages | 341 |
Release | 2011-04-12 |
Genre | Mathematics |
ISBN | 1118102215 |
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.
Statistics for Earth and Environmental Scientists
Title | Statistics for Earth and Environmental Scientists PDF eBook |
Author | Jacek Fabian |
Publisher | |
Pages | 290 |
Release | 2016-08-01 |
Genre | |
ISBN | 9781681175713 |
Earth scientists are often involved in taking observations on the earth's surface and its interior. Earth scientists are confronted with many challenges. Phenomena of interest are often deep within the earth surface, in oceans, or in the atmosphere. Collecting data often is costly, time consuming, and hampered by limited access. Geologic events occur at irregular intervals, often widely spaced. Decisions made on the basis of studies in the earth sciences can have significant long term consequences. An understanding of data used in decision making is critical. Exploratory data analysis provides insight into data quality, variability, and structure. Constructing models provides a basis for understanding complex geologic processes and for making inferences. Since earth scientists depend largely on observations, particularly on observations where there is a large portion of uncertainty, Statistics plays a major role in drawing inferences concerning the earth and its interior.Statistics for Earth and Environmental Scientists provides comprehensive theoretical and practical knowledge of statistical applications for solving real-world environmental problems. This book is envisioned for students and practitioners of the earth and environmental sciences who want to practise statistical tools to unravel real problems. It offers a variety of tools that are used across earth science disciplines. Statistical methods need to be understood because today's interesting problems are complex and include uncertainty. These complex problems take account of energy resources, climate change, and geologic hazards.
Statistics for Geography and Environmental Science
Title | Statistics for Geography and Environmental Science PDF eBook |
Author | Richard Harris |
Publisher | Routledge |
Pages | 280 |
Release | 2014-05-01 |
Genre | Science |
ISBN | 1317904400 |
Statistics are important tools for validating theory, making predictions and engaging in policy research. They help to provide informed commentary about social and environmental issues, and to make the case for change. Knowledge of statistics is therefore a necessary skill for any student of geography or environmental science. This textbook is aimed at students on a degree course taking a module in statistics for the first time. It focuses on analysing, exploring and making sense of data in areas of core interest to physical and human geographers, and to environmental scientists. It covers the subject in a broadly conventional way from descriptive statistics, through inferential statistics to relational statistics but does so with an emphasis on applied data analysis throughout.
Applied Statistics for Environmental Science with R
Title | Applied Statistics for Environmental Science with R PDF eBook |
Author | Abbas F. M. Al-Karkhi |
Publisher | Elsevier |
Pages | 240 |
Release | 2019-09-13 |
Genre | Computers |
ISBN | 0128186232 |
Applied Statistics for Environmental Science with R presents the theory and application of statistical techniques in environmental science and aids researchers in choosing the appropriate statistical technique for analyzing their data. Focusing on the use of univariate and multivariate statistical methods, this book acts as a step-by-step resource to facilitate understanding in the use of R statistical software for interpreting data in the field of environmental science. Researchers utilizing statistical analysis in environmental science and engineering will find this book to be essential in solving their day-to-day research problems. Includes step-by-step tutorials to aid in understanding the process and implementation of unique data Presents statistical theory in a simple way without complex mathematical proofs Shows how to analyze data using R software and provides R scripts for all examples and figures
Statistics for Environmental Science and Management
Title | Statistics for Environmental Science and Management PDF eBook |
Author | Bryan F.J. Manly |
Publisher | CRC Press |
Pages | 312 |
Release | 2008-10-21 |
Genre | Mathematics |
ISBN | 1439878129 |
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.
Probability and Statistics Applications for Environmental Science
Title | Probability and Statistics Applications for Environmental Science PDF eBook |
Author | Stacey J Shaefer |
Publisher | CRC Press |
Pages | 394 |
Release | 2007-02-22 |
Genre | Mathematics |
ISBN | 1000654060 |
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 ap
Mathematical Methods in the Earth and Environmental Sciences
Title | Mathematical Methods in the Earth and Environmental Sciences PDF eBook |
Author | Adrian Burd |
Publisher | Cambridge University Press |
Pages | 599 |
Release | 2019-04-18 |
Genre | Mathematics |
ISBN | 1107117488 |
An accessible introduction to the mathematical methods essential for understanding processes in the Earth and environmental sciences.