Statistics for Geography and Environmental Science
Title | Statistics for Geography and Environmental Science PDF eBook |
Author | Richard Harris |
Publisher | Routledge |
Total 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.
Statistics for Geography and Environmental Science
Title | Statistics for Geography and Environmental Science PDF eBook |
Author | Taylor & Francis Group |
Publisher | |
Total Pages | |
Release | 2020-08-29 |
Genre | |
ISBN | 9780367614270 |
Statistics in Geography and Environmental Science
Title | Statistics in Geography and Environmental Science PDF eBook |
Author | Richard Harris |
Publisher | |
Total Pages | 0 |
Release | 2011 |
Genre | Environmental sciences |
ISBN |
Data Analysis and Statistics for Geography, Environmental Science, and Engineering
Title | Data Analysis and Statistics for Geography, Environmental Science, and Engineering PDF eBook |
Author | Miguel F. Acevedo |
Publisher | CRC Press |
Total Pages | 549 |
Release | 2012-12-07 |
Genre | Mathematics |
ISBN | 1466592214 |
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 sustain
Statistics for Earth and Environmental Scientists
Title | Statistics for Earth and Environmental Scientists PDF eBook |
Author | John H. Schuenemeyer |
Publisher | John Wiley & Sons |
Total 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.
Analyzing Environmental Data
Title | Analyzing Environmental Data PDF eBook |
Author | Walter W. Piegorsch |
Publisher | John Wiley & Sons |
Total Pages | 512 |
Release | 2005-06-10 |
Genre | Mathematics |
ISBN | 0470012226 |
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.
Statistics for Geography and Environmental Science
Title | Statistics for Geography and Environmental Science PDF eBook |
Author | Richard Harris |
Publisher | Routledge |
Total Pages | 368 |
Release | 2014-05-01 |
Genre | Science |
ISBN | 1317904397 |
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.