Table 3.
Stepwise multiple regression models, adjusted r2,a of air concentrations and pesticide use (lb/mi2).
Variables added sequentiallyb | Chlorpyrifos | Chlorpyrifos oxon | Diazinon | Malathion |
---|---|---|---|---|
Model series 1c | ||||
Use within 3 miles: day i | 0.07 | 0.13* | 0.12* | 0.08 |
Use within 3 miles: day i – 1 | 0.08 | 0.21# | 0.17* | 0.14 |
Use within 3 miles: day i – 2 | 0.09 | 0.24# | 0.23**d | 0.14 |
Use within 3 miles: day i – 3 | Removede | Removede | Removede | 0.15d |
Model series 2f | ||||
Use within 1.5 miles: day i | 0.05 | 0.16# | 0.01 | 0.05 |
Use within 1.6–3 miles: day i | 0.07 | 0.19# | 0.05 | 0.07 |
Use within 1.5 miles: day i – 1 | 0.09 | 0.24# | 0.06 | Removede |
Use within 1.6–3 miles: day i – 1 | Removede | 0.25# | 0.1 | 0.13 |
Use within 1.5 miles: day i – 2 | 0.13* | 0.31# | 0.12 | Removede |
Use within 1.6–3 miles: day i – 2 | Removede | Removede | 0.13 | 0.16 |
Use within 1.5 miles: day i – 3 | 0.18* | 0.39# | 0.14 | Removede |
Use within 1.6–3 miles: day i – 3 | Removede | Removede | Removede | Removede |
Use within 1.5 miles: day i – 4 | 0.21d | 0.41#d | NA | NA |
NA, not applicable (i.e., analysis was not conducted).
Adjusted for the number of variables in the model; statistical significance is a test of the overall significance of the multivariate model.
Each row within a model series represents a regression model with the named variable (the added variable) and the variables named in the rows above it included. Day i is the sample collection day. Day i – 1, i – 2, i – 3, and i – 4 represent each of the 4 days before the sample collection day.
For model series 1, pesticide use in PLSS sections within a 3-mi radius of monitor was entered as one variable.
Pesticide use variables in this model selected for subsequent analysis.
The adjusted r2 decreased compared with previous model or the use parameter coefficients were negative; the variable was eliminated from subsequent models.
For model series 2, use in PLSS sections within a 1.5- and a 1.5- to 3-mi radius of monitor were entered as two separate variables.
p < 0.01;
p < 0.001;
p < 0.0001.