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                                                               Chapter 7 Obtaining and Preparing Samples for Analysis  225

                   7K Suggested EXPERIMENTS

                     Experiments  Bauer, C. F. “Sampling Error Lecture Demonstration,” J.  collect a sufficient amount of data in a single laboratory
                               The following set of experiments introduce students to the important effect of sampling on the quality
                               of analytical results. Each experiment is annotated with a brief description of the principles that it
                               emphasizes.


                       Chem. Educ. 1985, 62, 253.
                                                                       period. The overall variance of the analysis is partitioned into
                                                                       components due to the method, to the preparation of
                          This short paper describes a demonstration suitable for
                                                                       samples, and to sample collection. The validity of equation
                       use in the classroom. Two populations of corks are sampled
                                                                       7.5 is also evaluated.
                       to determine the concentration of labeled corks. The exercise
                       demonstrates how increasing the number of particles
                                                                       Kratochvil, B.; Reid, R. S.; Harris, W. E. “Sampling Error in a
                       sampled improves the standard deviation due to sampling.
                                                                       Particulate Mixture,” J. Chem. Educ. 1980, 57, 518–520.
                       Clement, R. E. “Environmental Sampling for Trace Analysis,”  In this experiment the overall variance for the analysis of
                       Anal. Chem. 1992, 64, 1076A–1081A.              potassium hydrogen phthalate (KHP) in a mixture of KHP
                          Sampling of a large population (n = 900) of colored  and sucrose is partitioned into that due to sampling and that
                       candies (M&M’s work well) is used to demonstrate the  due to the analytical method (an acid–base titration). By
                       importance of sample size in determining the concentration  having individuals analyze samples with different % w/w
                       of species at several different concentration levels. This  KHP, the relationship between sampling error and
                       experiment is similar to the preceding one described by Bauer  concentration of analyte can be explored.
                       but incorporates several analytes.
                                                                       Lochmuler, C. “Atomic Spectroscopy—Determination of
                       Guy, R. D.; Ramaley, L.; Wentzell, P. D. “An Experiment in  Calcium and Magnesium in Sand with a Statistical Treatment
                       the Sampling of Solids for Chemical Analysis,” J. Chem. Educ.  of Measurements” published on the web at
                       1998, 75, 1028–1033.                            http://www.chem.duke.edu/~clochmul/exp4/exp4.html.
                          This experiment uses the molybdenum-blue method to  This experiment introduces random sampling. The
                       determine the concentration of phosphate in a   experiment’s overall variance is divided into that due to the
                       phosphate/sodium chloride mixture. Flow-injection analysis  instrument, that due to sample preparation, and that due to
                       is used to increase the speed of analysis, allowing students to  sampling.

                       The following experiments describe homemade sampling devices for collecting samples in the field.
                       Delumyea, R. D.; McCleary, D. L. “A Device to Collect  This experiment describes the construction of an air
                       Sediment Cores,” J. Chem. Educ. 1993, 70, 172–173.  sampler using an aquarium pump, a flow meter, a filter
                          Directions are provided for preparing and using a simple  holder, and bottles that serve as traps for analytes.
                       coring device using PVC pipe. This experiment also details a  Applications include the determinations of SO 2 , NO 2 ,
                       procedure for determining the weight percent of organic  HCHO, and suspended particulate matter.
                       material in sediments as a function of depth.
                                                                       Shooter, D. “Nitrogen Dioxide and Its Determination in the
                       Rockwell, D. M.; Hansen, T. “Sampling and Analyzing Air  Atmosphere,” J. Chem. Educ. 1993, 70, A133–A140.
                       Pollution,” J. Chem. Educ. 1994, 71, 318–322.      This paper describes the construction and use of a
                          Two simple air samplers are described as well as their use  diffusion tube for sampling NO 2 from the atmosphere.
                       for determining particulates in air.            Examples of its use include the determination of NO 2
                                                                       concentrations at various heights above ground level in an
                       Saxena, S.; Upadhyay, R.; Upadhyay, P. “A Simple and Low-  urban environment and through a tree’s leaf canopy.
                       Cost Air Sampler,” J. Chem. Educ. 1996, 73, 787–788.
                                                                                                         —Continued
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