Click on “Download PDF” for the PDF version or on the title for the HTML version. If you are not an ASABE member or if your employer has not arranged for access to the full-text, Click here for options. Soil Electrical Conductivity as a Covariate to Improve the Efficiency of Field ExperimentsPublished by the American Society of Agricultural and Biological Engineers, St. Joseph, Michigan www.asabe.org Citation: Paper number 053048, 2005 ASAE Annual Meeting . (doi: 10.13031/2013.19069) @2005Authors: Alexandra Kravchenko, Timothy M. Harrigan, Benjamin B. Bailey Keywords: Soil electrical conductivity, statistical analysis, manure, aeration tillage An accurate comparison of treatment means over a range of conditions is a primary objective of most field experiments. The spatial variability of soil properties can have adverse effects on the accuracy and efficiency of field trials. Apparent soil profile electrical conductivity (ECa) has been shown to be useful in predicting soil variability. Compared to conventional soil sampling, measurements of ECa are rapid and inexpensive. Soil ECa was used as a covariate in evaluating the effect of manure application on soil phosphorus (P) concentration. Compared to a standard analysis of variance (ANOVA), an analysis of covariance (ANCOVA) with soil ECa as a covariate improved the accuracy of estimates of P concentrations for both treatment means and aeration tool tine position means within treatments. Standard errors for means with ECa as a covariate were smaller than those of the analysis without the covariate. Different conclusions were drawn regarding treatment effects with and without ECa as a covariate. For example, an ANOVA-based conclusion was that the control (no manure) treatment was not different from the surface applied manure treatment. The ANCOVA-based conclusion was that only in soils with low ECa values were the two treatments not different. In soils with medium and high ECa the control treatment had a significantly lower P concentration. (Download PDF) (Export to EndNotes)
|