Table 13.
Principal Component Analysis Results for Upwind Concentrations at Six Truck Terminals with Repeat-Site Visitsa
Philadelphia, PA (59 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 10.41148 | 8.72907 | 0.6941 | 0.6941 |
2 | 1.68240 | 0.56236 | 0.1122 | 0.8063 |
3 | 1.12004 | 0.60590 | 0.0747 | 0.8809 |
4 | 0.51414 | 0.15714 | 0.0343 | 0.9152 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.29303 | −0.08129 | 0.12258 | |
Dimethylpentane | 0.30119 | −0.04845 | 0.04001 | |
2-Methylhexane | 0.29746 | −0.03064 | −0.09313 | |
Methylpentane | 0.28291 | −0.06777 | 0.03750 | |
3-Methylhexane | 0.29599 | −0.03356 | −0.07716 | |
Methylcyclohexane | 0.28915 | 0.06748 | −0.21077 | |
Benzene | 0.22826 | −0.05374 | 0.38971 | |
Ethylbenzene | 0.29374 | −0.11086 | −0.01200 | |
m&p-Xylenes | 0.29325 | −0.13020 | 0.02429 | |
o-Xylene | 0.29020 | −0.12509 | −0.02509 | |
Styrene | 0.23589 | −0.11354 | 0.17484 | |
Toluene | 0.27730 | 0.02761 | −0.25639 | |
Acetone | 0.04900 | 0.33342 | 0.78699 | |
Acetaldehyde | 0.13029 | 0.64569 | −0.21651 | |
Formaldehyde | 0.15222 | 0.62475 | −0.08452 | |
Columbus, OH (32 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 8.06425 | 5.91380 | 0.5376 | 0.5376 |
2 | 2.15045 | 0.51269 | 0.1434 | 0.6810 |
3 | 1.63776 | 0.66599 | 0.1092 | 0.7902 |
4 | 0.97177 | 0.29168 | 0.0648 | 0.8549 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.32007 | 0.07282 | −0.01997 | |
Dimethylpentane | 0.26094 | 0.30355 | −0.12524 | |
2-Methylhexane | 0.26046 | 0.27159 | −0.15337 | |
Methylpentane | 0.09789 | −0.01519 | 0.73713 | |
3-Methylhexane | 0.17612 | 0.24369 | 0.55146 | |
Methylcyclohexane | 0.30933 | 0.09364 | −0.22378 | |
Benzene | 0.32060 | 0.01536 | 0.16374 | |
Ethylbenzene | 0.31362 | −0.21091 | −0.03663 | |
m&p-Xylenes | 0.32407 | −0.20009 | −0.01163 | |
o-Xylene | 0.31756 | −0.21312 | 0.00709 | |
Styrene | 0.29831 | −0.07938 | −0.06648 | |
Toluene | 0.28533 | −0.03521 | −0.14613 | |
Acetone | −0.17283 | 0.43333 | −0.05872 | |
Acetaldehyde | 0.01017 | −0.45945 | −0.03063 | |
Formaldehyde | 0.13398 | 0.47310 | −0.06598 | |
Milwaukee, WI (41 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 9.23479 | 7.53026 | 0.6157 | 0.6157 |
2 | 1.70452 | 0.66138 | 0.1136 | 0.7293 |
3 | 1.04314 | 0.08008 | 0.0695 | 0.7988 |
4 | 0.96306 | 0.23954 | 0.0642 | 0.8630 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.31610 | −0.07041 | −0.01190 | |
Dimethylpentane | 0.29324 | −0.15527 | −0.05706 | |
2-Methylhexane | 0.31451 | −0.09587 | 0.02867 | |
Methylpentane | 0.29862 | −0.22527 | 0.05575 | |
3-Methylhexane | 0.31609 | −0.05347 | 0.03297 | |
Methylcyclohexane | 0.27616 | 0.08393 | −0.19560 | |
Benzene | 0.29981 | −0.12261 | 0.13578 | |
Ethylbenzene | 0.26641 | 0.37402 | −0.08243 | |
m&p-Xylenes | 0.29839 | 0.15380 | −0.07171 | |
o-Xylene | 0.29422 | 0.11832 | −0.08677 | |
Styrene | 0.05586 | 0.66751 | −0.16334 | |
Toluene | 0.29305 | 0.11518 | 0.08584 | |
Acetone | 0.01958 | 0.25005 | 0.74578 | |
Acetaldehyde | 0.12571 | −0.42539 | −0.11561 | |
Formaldehyde | 0.09045 | −0.07871 | 0.55841 | |
Phoenix, AZ (36 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 11.26329 | 9.34352 | 0.7509 | 0.7509 |
2 | 1.91977 | 1.22864 | 0.1280 | 0.8789 |
3 | 0.69113 | 0.31270 | 0.0461 | 0.9249 |
4 | 0.37843 | 0.09569 | 0.0252 | 0.9502 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.28558 | −0.02203 | −0.23326 | |
Dimethylpentane | 0.28752 | −0.09283 | −0.20793 | |
2-Methylhexane | 0.26749 | −0.12707 | −0.23521 | |
Methylpentane | 0.24485 | −0.00478 | −0.39223 | |
3-Methylhexane | 0.27090 | −0.11620 | −0.22928 | |
Methylcyclohexane | 0.27959 | −0.01475 | −0.05949 | |
Benzene | 0.28807 | −0.02361 | −0.04127 | |
Ethylbenzene | 0.27549 | −0.17208 | 0.30997 | |
m&p-Xylenes | 0.27259 | −0.13325 | 0.40123 | |
o-Xylene | 0.26820 | −0.20424 | 0.34675 | |
Styrene | 0.27555 | −0.03287 | 0.35122 | |
Toluene | 0.28328 | −0.07054 | −0.14151 | |
Acetone | 0.16989 | 0.51784 | −0.20786 | |
Acetaldehyde | 0.19567 | 0.50786 | 0.21358 | |
Formaldehyde | 0.15580 | 0.58244 | 0.16081 | |
Portland, OR (50 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 9.14751 | 6.97432 | 0.6098 | 0.6098 |
2 | 2.17318 | 0.92761 | 0.1449 | 0.7547 |
3 | 1.24557 | 0.38155 | 0.0830 | 0.8378 |
4 | 0.86402 | 0.08821 | 0.0576 | 0.8954 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.31347 | 0.06429 | −0.01009 | |
Dimethylpentane | 0.28401 | 0.19744 | −0.29654 | |
2-Methylhexane | 0.31445 | 0.06256 | −0.06918 | |
Methylpentane | 0.26424 | 0.20242 | −0.38733 | |
3-Methylhexane | 0.31318 | 0.10114 | 0.01309 | |
Methylcyclohexane | 0.24131 | −0.13917 | 0.40271 | |
Benzene | 0.29442 | −0.01268 | 0.28767 | |
Ethylbenzene | 0.31637 | −0.14423 | 0.07562 | |
m&p-Xylenes | 0.30686 | −0.15987 | −0.04215 | |
o-Xylene | 0.30939 | −0.12220 | −0.05931 | |
Styrene | 0.12952 | −0.39503 | 0.29146 | |
Toluene | 0.31573 | 0.01045 | −0.10893 | |
Acetone | 0.03383 | 0.39158 | 0.58616 | |
Acetaldehyde | 0.03915 | 0.33411 | 0.24623 | |
Formaldehyde | 0.01627 | 0.63232 | 0.00268 | |
Denver, CO (58 Observations) | ||||
Component | Eigenvalue | Difference | Proportion | Cumulative |
1 | 6.89480 | 3.57083 | 0.4597 | 0.4597 |
2 | 3.32397 | 1.66795 | 0.2216 | 0.6813 |
3 | 1.65602 | 0.57094 | 0.1104 | 0.7917 |
4 | 1.08508 | 0.38902 | 0.0723 | 0.8640 |
Eigenvectors: Variable | 1 | 2 | 3 | |
Trimethylpentane | 0.30564 | 0.10609 | 0.02605 | |
Dimethylpentane | 0.14512 | 0.47277 | 0.25268 | |
2-Methylhexane | 0.09940 | 0.48869 | 0.25914 | |
Methylpentane | 0.25088 | 0.21168 | −0.27846 | |
3-Methylhexane | 0.08364 | 0.48412 | 0.29259 | |
Methylcyclohexane | 0.31545 | −0.04321 | −0.04290 | |
Benzene | 0.35347 | −0.03896 | −0.10308 | |
Ethylbenzene | 0.35215 | −0.14362 | 0.02057 | |
m&p-Xylenes | 0.35577 | −0.08746 | −0.12541 | |
o-Xylene | 0.35677 | −0.09249 | −0.10090 | |
Styrene | 0.18614 | −0.11281 | 0.00024 | |
Toluene | 0.35595 | −0.00617 | −0.10613 | |
Acetone | 0.07476 | −0.24213 | 0.43245 | |
Acetaldehyde | 0.05974 | −0.28182 | 0.56485 | |
Formaldehyde | 0.18133 | −0.23706 | 0.38606 |
Each factor has an eigenvalue (also called its latent root) associated with it that is related to the amount of variability it explains; these are ranked from the highest to the lowest. The eigenvectors or factor loadings represent the importance of each individual compound to each factor (only the primary three eigenvalues are reported here). Compounds with eigenvectors closer to one are more strongly related to a given factor, whereas values closer to zero show weak associations.