Table 4.
Coefficients for determinants of drift from AFA, DAT, and MFT spray trials.a
Fixed effectsb | Model estimate (95% CI) | SE | P-value |
---|---|---|---|
Intercept | 4.21 (3.65, 4.76) | 0.29 | <0.001 |
DAT sprayer | −0.07 (−0.19, 0.06) | 0.06 | 0.29 |
MFT sprayer | −0.35 (−0.49, −0.22) | 0.07 | <0.001 |
Distance (m) | −0.06 (−0.07, −0.05) | 0.01 | <0.001 |
Height (m) | 0.13 (0.10, 0.16) | 0.02 | <0.001 |
Wind speed (m s−1) | 0.28 (0.16, 0.40) | 0.06 | <0.001 |
Variance componentsc | Random and fixed effects included | Only random effect included | |
Within-location (residual) | 0.498 (79.5%) | 0.581 (30.4%) | |
Between-location (intercept) | 0.128 (20.5%) | 1.328 (69.6%) | |
Total variance | 0.626 (100%) | 1.909 (100%) |
aThere were 669 tracer-based drift volume levels (ln-µl) measured on PE lines at fifteen downwind locations in fifteen AFA, DAT, and MFT spray trials.
bAFA sprayer was the reference level for the ‘sprayer’ term in the model. Fixed effect estimates for DAT and MFT sprayers indicate drift-reducing performance compared to the AFA sprayer reference (i.e. larger negative values show greater drift reduction potential).
cWhen the fixed effects were dropped from the model, within-location variance was 0.581 (30.4%) and between-location variance was 1.328 (69.6%). Fixed effects impacted the between-location component of the variance (1.328–0.128, 90% reduction) considerably, but did not alter the within-location component of variance (0.581–0.498, 14% reduction) as much. The difference between these models suggests that there were relatively few systematic changes for individual locations across spray trials.