Table 5.
Variables | Benzene | Toluene | Ethylbenzene | (M+P) xylene | O – xylene | BTEX |
---|---|---|---|---|---|---|
Intercept | -1.086 ± 0.141 | 0.486 ± 0.092, 5.258** | -1.879 ± 0.127, -14.758** | -1.079 ± 0.127, -8529** | -2.009 ± 0.144, -13.996** | 0.587 ± 0.119, 4.927** |
Industry 1600 m | 0.005 ± 0.001 (0.640), 9.409** | --- | --- | 0.003 ± 0.000 (0.339), 6.887** | 0.003 ± 0.001 (0.526), 5.929 ** | --- |
Industry 2500 m | --- | --- | --- | --- | --- | 0.002 ± 0.001 (0.464), 9.095** |
Industry 2600 m | --- | --- | 0.002 ± 0.000 (0.570), 10.084 ** | --- | --- | --- |
Industry 2800 m | --- | 0.002 ± 0.000 (0.558), 8.181 ** | --- | --- | --- | --- |
Open 600 m | --- | -0.007 ± 0.002 (0.119), -3.444 ** | --- | --- | --- | --- |
Dwelling 1200 m | 0.002 ± 0.001(0.066), 3.153 ** | --- | --- | 0.004 ± 0.001 (0.398),7.379 ** | 0.003 ± 0.001 (0.219), 5.724 ** | --- |
Dwelling 1400 m | --- | --- | 0.002 ± 0.001 (0.157), 4.081 ** | --- | --- | 0.003 ± 0.000 (0.224), 4.997** |
Highway 800 m | 0.076 ± 0.024(0.073), 3.162 ** | 0.094 ± 0.021 (0.134), 4.543 ** | 0.079 ± 0.022 (0.081), 3.611** | 0.062 ± 0.021 (0.060), 2.926** | 0.062 ± 0.022 (0.056), 2.889 ** | --- |
Highway 900 m | --- | --- | --- | --- | --- | 0.079 ± 0.018 (0.126), 4.418** |
Model R2 | 0.779(0.757) | 0.811 (0.792) | 0.808 (0.790) | 0.797 (0.776) | 0.800 (0.780) | 0.813 (0.794)b |
Average VIFc | 1.01 | 1.13 | 1.07 | 1.01 | 1.13 | 1.05 |
Model validation | ||||||
R2 | 0.75 – 0.81 | 0.77 – 0.86 | 0.79 – 0.86 | 0.78 – 0.81 | 0.77 – 0.79 | 0.80 – 0.84 |
RMSEd | 0.25 – 0.87 μg/m3 | 0.16 – 0.55 μg/m3 | 0.14 – 0.17 μg/m3 | 0.27 – 0.42 μg/m3 | 0.07 – 0.21 μg/m3 | 0.58 – 1.48 μg/m3 |
Note: a C = coefficient, SE = Standard Error, Cont = R2 contribution; b Numbers in brackets are adjusted R2; c VIF = Variance Inflation Factor;
** Significant at 95%; c RMSE = Root mean square error