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UNDERSTANDING VARIATION IN PARTITION COEFFICIENT, Kd ...

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5.2.6.2.2 Limits of K d Values with Respect to CEC<br />

The effect of CEC on cadmium K d values was evaluated using the data presented in Appendix<br />

C. Of the 174 cadmium K d values in the data set presented in Appendix C, only 22 values had<br />

associated CEC data. The correlation coefficient describing the linear relationship between<br />

cadmium K d values and CEC was 0.40, which is nonsignificant at the 5 percent level of<br />

probability. It was anticipated that there would be a positive correlation between CEC and<br />

cadmium K d values because cadmium can adsorb to minerals via cation exchange.<br />

5.2.6.2.3 Limits of K d Values with Respect to Clay Content<br />

The effect of clay content on cadmium K d values was evaluated using the data presented in<br />

Appendix C. Of the 174 cadmium K d values in the data set presented in Appendix C, 64 values<br />

had associated clay content data. The correlation coefficient describing the linear relationship<br />

between cadmium K d values and clay content was -0.04, which is nonsignificant at the 5 percent<br />

level of probability. It was anticipated that there would be a positive correlation between clay<br />

content and cadmium K d values, because clay content is often highly correlated to CEC, which in<br />

turn may be correlated to the number of sites available for cadmium adsorption.<br />

5.2.6.2.4 Limits of K d Values with Respect to Concentration of Organic Matter<br />

The effect of organic matter concentration, as approximated by total organic carbon, on<br />

cadmium K d values was evaluated using the data presented in Appendix C. Of the 174<br />

cadmium K d values in the data set presented in Appendix C, 63 values had associated total<br />

organic carbon concentration data. The correlation coefficient describing the linear relationship<br />

between cadmium K d values and total organic carbon concentration was 0.20, which is<br />

nonsignificant at the 5 percent level of probability. It was anticipated that there would be a<br />

positive correlation between total organic carbon concentration and cadmium K d values because<br />

soil organic carbon can have extremely high CEC values, providing additional sorption sites for<br />

dissolved cadmium.<br />

5.2.6.2.5 Limits of K d Values with Respect to Dissolved Calcium, Magnesium, and Sulfide<br />

Concentrations, and Redox Conditions<br />

Calcium, magnesium, and sulfide solution concentrations were rarely, if at all, reported in the<br />

experiments used to comprise the cadmium data set. It was anticipated that dissolved calcium and<br />

magnesium would compete with cadmium for adsorption sites, thereby decreasing K d values. It<br />

was anticipated that sulfides would induce cadmium precipitation, thereby increasing cadmium K d<br />

values. Similarly, low redox status was expected to provide an indirect measure of sulfide<br />

concentrations, which would in turn induce cadmium precipitation. Sulfides only exist in low<br />

redox environments; in high redox environments, the sulfides oxidize to sulfates that are less<br />

prone to form cadmium precipitates.<br />

5.12

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