Statistical Methods for Environmental Pollution Monitoring

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John Wiley & Sons, Feb 15, 1987 - Nature - 336 pages
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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.
 

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Contents

Sampling Environmental Populations
5
Environmental Sampling Design
17
Simple Random Sampling
26
Stratified Random Sampling
45
TwoStage Sampling
58
Compositing and ThreeStage Sampling
71
Systematic Sampling
89
Double Sampling
106
Characterizing Lognormal Populations
164
Estimating the Mean and Variance from Censored Data Sets
177
Outlier Detection and Control Charts
186
Detecting and Estimating Trends
204
Trends and Seasonality
225
Comparing Populations
241
Statistical Tables
254
TREND
274

Locating Hot Spots
119
Quantiles Proportions and Means
132
Skewed Distributions and GoodnessofFit Tests
152
Symbols
296
Index
315
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