Statistical Methods for Environmental Pollution Monitoring
The application of statistics to environmental pollution monitoring studies requires a knowledge of statistical analysis methods particularly well suited to pollution data. This book fills that need by providing sampling plans, statistical tests, parameter estimation procedure techniques, and references to pertinent publications. Most of the statistical techniques are relatively simple, and examples, exercises, and case studies are provided to illustrate procedures. The book is logically divided into three parts. Chapters 1, 2, and 3 are introductory chapters. Chapters 4 through 10 discuss field sampling designs and Chapters 11 through 18 deal with a broad range of statistical analysis procedures. Some statistical techniques given here are not commonly seen in statistics book. For example, see methods for handling correlated data (Sections 4.5 and 11.12), for detecting hot spots (Chapter 10), and for estimating a confidence interval for the mean of a lognormal distribution (Section 13.2). Also, Appendix B lists a computer code that estimates and tests for trends over time at one or more monitoring stations using nonparametric methods (Chapters 16 and 17). Unfortunately, some important topics could not be included because of their complexity and the need to limit the length of the book. For example, only brief mention couldmore »
- Publication Date:
- OSTI Identifier:
- 7037501
- Report Number(s):
- PNL--4660
ON: TI87005525
- DOE Contract Number:
- AC06-76RL01830
- Resource Type:
- Book
- Research Org:
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Sponsoring Org:
- USDOE
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; ENVIRONMENT; SAMPLING; POLLUTION; OPTIMIZATION 500200* -- Environment, Atmospheric-- Chemicals Monitoring & Transport-- (-1989); 510200 -- Environment, Terrestrial-- Chemicals Monitoring & Transport-- (-1989); 520200 -- Environment, Aquatic-- Chemicals Monitoring & Transport-- (-1989)
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